import{S as y5e,i as A5e,s as R5e,e as r,k as d,w as L9,t as l,M as L5e,c as a,d as t,m as s,a as n,x as b9,h as o,b as i,N as b5e,f as n7,G as e,g as E,y as S9,L as S5e,q as w9,o as M9,B as P9,v as w5e}from"../chunks/vendor-hf-doc-builder.js";import{I as G9}from"../chunks/IconCopyLink-hf-doc-builder.js";function M5e(yre){let xa,k9,Oa,Za,M4,lo,l7,P4,o7,N9,xd,i7,C9,Od,d7,B9,yt,G4,s7,h7,k4,g7,c7,N4,f7,u7,C4,v7,I9,At,E7,oo,T7,_7,io,m7,p7,so,D7,y7,x9,Fd,A7,O9,Fa,Ha,B4,ho,R7,I4,L7,F9,Wa,Ma,Are,b7,W9,Y9,Ya,za,x4,go,S7,O4,w7,J9,Wd,M7,V9,pt,F4,Yd,W4,P7,G7,k7,Y4,Jd,J4,N7,C7,B7,V4,Vd,K4,I7,x7,O7,X4,Kd,Z4,F7,W7,Y7,co,Xd,H4,J7,V7,K7,Ja,Zd,z4,X7,Z7,H7,Hd,U4,z7,U7,q7,zd,q4,j7,Q7,K9,Ud,$7,X9,Va,Ua,j4,fo,e8,Q4,t8,Z9,h,qa,$4,qd,r8,a8,uo,n8,l8,o8,ja,e0,jd,i8,d8,vo,s8,h8,g8,Qa,t0,Qd,c8,f8,Eo,u8,v8,E8,$a,r0,$d,T8,_8,To,m8,p8,D8,en,a0,es,y8,A8,_o,R8,L8,b8,tn,n0,ts,S8,w8,mo,M8,P8,G8,rn,l0,rs,k8,N8,po,C8,B8,I8,an,o0,as,x8,O8,Do,F8,W8,Y8,nn,i0,ns,J8,V8,yo,K8,X8,Z8,ln,d0,ls,H8,z8,Ao,U8,q8,j8,on,s0,os,Q8,$8,Ro,eD,tD,rD,dn,h0,is,aD,nD,Lo,lD,oD,iD,sn,g0,ds,dD,sD,bo,hD,gD,cD,hn,c0,ss,fD,uD,So,vD,ED,TD,Pa,f0,hs,_D,mD,wo,pD,DD,u0,yD,AD,RD,gn,v0,gs,LD,bD,Mo,SD,wD,MD,cn,E0,cs,PD,GD,Po,kD,ND,CD,fn,T0,fs,BD,ID,Go,xD,OD,FD,un,_0,us,WD,YD,ko,JD,VD,KD,vn,m0,vs,XD,ZD,No,HD,zD,UD,Ga,p0,Es,qD,jD,Co,QD,$D,D0,ey,ty,ry,En,y0,Ts,ay,ny,Bo,ly,oy,iy,Tn,A0,_s,dy,sy,Io,hy,gy,cy,_n,R0,ms,fy,uy,xo,vy,Ey,Ty,mn,L0,ps,_y,my,Oo,py,Dy,yy,pn,b0,Ds,Ay,Ry,Fo,Ly,by,Sy,Dn,S0,ys,wy,My,Wo,Py,Gy,ky,yn,w0,As,Ny,Cy,Yo,By,Iy,xy,An,M0,Rs,Oy,Fy,Jo,Wy,Yy,Jy,Dt,P0,Ls,Vy,Ky,Vo,Xy,Zy,Ko,Hy,zy,Xo,Uy,qy,Zo,jy,Qy,$y,Rn,G0,bs,eA,tA,Ho,rA,aA,nA,Ln,k0,Ss,lA,oA,zo,iA,dA,sA,bn,N0,ws,hA,gA,Uo,cA,fA,uA,Sn,C0,Ms,vA,EA,qo,TA,_A,mA,wn,B0,Ps,pA,DA,jo,yA,AA,RA,Mn,I0,Gs,LA,bA,Qo,SA,wA,MA,Pn,x0,ks,PA,GA,$o,kA,NA,CA,Gn,O0,Ns,BA,IA,ei,xA,OA,FA,kn,F0,Cs,WA,YA,ti,JA,VA,KA,Nn,W0,Bs,XA,ZA,ri,HA,zA,UA,Cn,Y0,Is,qA,jA,ai,QA,$A,eR,Bn,J0,xs,tR,rR,ni,aR,nR,lR,In,V0,Os,oR,iR,li,dR,sR,hR,Rt,K0,Fs,gR,cR,oi,fR,uR,X0,vR,ER,Z0,TR,_R,mR,xn,H0,Ws,pR,DR,ii,yR,AR,RR,On,z0,Ys,LR,bR,di,SR,wR,MR,Fn,U0,Js,PR,GR,si,kR,NR,CR,Wn,q0,Vs,BR,IR,hi,xR,OR,FR,Yn,j0,Ks,WR,YR,gi,JR,VR,KR,Jn,Q0,Xs,XR,ZR,ci,HR,zR,UR,Vn,$0,Zs,qR,jR,fi,QR,$R,eL,Kn,em,Hs,tL,rL,ui,aL,nL,lL,Xn,tm,zs,oL,iL,vi,dL,sL,hL,Zn,rm,Us,gL,cL,Ei,fL,uL,vL,Hn,am,qs,EL,TL,Ti,_L,mL,pL,zn,nm,js,DL,yL,_i,AL,RL,LL,Un,lm,Qs,bL,SL,mi,wL,ML,PL,qn,om,$s,GL,kL,pi,NL,CL,BL,ka,im,eh,IL,xL,Di,OL,FL,yi,WL,YL,JL,jn,dm,th,VL,KL,Ai,XL,ZL,HL,Qn,sm,rh,zL,UL,Ri,qL,jL,QL,$n,hm,ah,$L,eb,Li,tb,rb,ab,el,gm,nh,nb,lb,bi,ob,ib,db,tl,cm,lh,sb,hb,Si,gb,cb,fb,rl,fm,oh,ub,vb,wi,Eb,Tb,_b,al,um,ih,mb,pb,Mi,Db,yb,Ab,nl,vm,dh,Rb,Lb,Pi,bb,Sb,wb,ll,Em,sh,Mb,Pb,Gi,Gb,kb,Nb,ol,Tm,hh,Cb,Bb,ki,Ib,xb,Ob,il,_m,gh,Fb,Wb,Ni,Yb,Jb,Vb,dl,mm,ch,Kb,Xb,Ci,Zb,Hb,zb,sl,pm,fh,Ub,qb,Bi,jb,Qb,$b,hl,Dm,uh,eS,tS,Ii,rS,aS,nS,gl,ym,vh,lS,oS,xi,iS,dS,sS,cl,Am,Eh,hS,gS,Oi,cS,fS,uS,fl,Rm,Th,vS,ES,Fi,TS,_S,mS,ul,Lm,_h,pS,DS,Wi,yS,AS,RS,vl,bm,mh,LS,bS,Yi,SS,wS,MS,El,Sm,ph,PS,GS,Ji,kS,NS,CS,Tl,wm,Dh,BS,IS,Vi,xS,OS,FS,_l,Mm,yh,WS,YS,Ki,JS,VS,KS,ml,Pm,Ah,XS,ZS,Xi,HS,zS,US,pl,Gm,Rh,qS,jS,Zi,QS,$S,ew,Dl,km,Lh,tw,rw,Hi,aw,nw,lw,yl,Nm,bh,ow,iw,zi,dw,sw,hw,Al,Cm,Sh,gw,cw,Ui,fw,uw,vw,Rl,Bm,wh,Ew,Tw,qi,_w,mw,pw,Ll,Im,Mh,Dw,yw,ji,Aw,Rw,Lw,bl,xm,Ph,bw,Sw,Qi,ww,Mw,Pw,Sl,Om,Gh,Gw,kw,$i,Nw,Cw,Bw,wl,Fm,kh,Iw,xw,ed,Ow,Fw,Ww,Ml,Wm,Nh,Yw,Jw,td,Vw,Kw,Xw,Pl,Ym,Ch,Zw,Hw,rd,zw,Uw,qw,Gl,Jm,Bh,jw,Qw,ad,$w,eM,tM,kl,Vm,Ih,rM,aM,nd,nM,lM,oM,Nl,Km,xh,iM,dM,ld,sM,hM,gM,Cl,Xm,Oh,cM,fM,od,uM,vM,EM,Bl,Zm,Fh,TM,_M,id,mM,pM,DM,Na,Hm,Wh,yM,AM,dd,RM,LM,zm,bM,SM,wM,Il,Um,Yh,MM,PM,sd,GM,kM,NM,xl,qm,Jh,CM,BM,hd,IM,xM,OM,Ol,jm,Vh,FM,WM,gd,YM,JM,VM,Fl,Qm,Kh,KM,XM,cd,ZM,HM,zM,Wl,$m,Xh,UM,qM,fd,jM,QM,$M,Yl,e6,Zh,eP,tP,ud,rP,aP,nP,Jl,t6,Hh,lP,oP,vd,iP,dP,sP,Vl,r6,zh,hP,gP,Ed,cP,fP,uP,Kl,a6,Uh,vP,EP,Td,TP,_P,mP,Xl,n6,qh,pP,DP,_d,yP,AP,RP,Zl,l6,jh,LP,bP,md,SP,wP,MP,Hl,o6,Qh,PP,GP,pd,kP,NP,CP,zl,i6,$h,BP,IP,Dd,xP,OP,FP,Ul,d6,eg,WP,YP,yd,JP,VP,KP,Ca,s6,tg,XP,ZP,Ad,HP,zP,h6,UP,qP,jP,ql,g6,rg,QP,$P,Rd,eG,tG,rG,Ba,c6,ag,aG,nG,Ld,lG,oG,f6,iG,dG,sG,jl,u6,ng,hG,gG,bd,cG,fG,uG,Ql,v6,lg,vG,EG,Sd,TG,_G,mG,$l,E6,og,pG,DG,wd,yG,AG,RG,eo,T6,ig,LG,bG,Md,SG,wG,H9,Ka,to,_6,Pd,MG,m6,PG,z9,dg,GG,U9,ro,p6,T,sg,kG,NG,hg,CG,BG,gg,IG,xG,cg,OG,FG,fg,WG,YG,ug,JG,VG,c,_,vg,KG,XG,Eg,ZG,HG,Tg,zG,UG,_g,qG,jG,mg,QG,$G,pg,ek,tk,m,Dg,rk,ak,yg,nk,lk,Ag,ok,ik,Rg,dk,sk,Lg,hk,gk,bg,ck,fk,p,Sg,uk,vk,wg,Ek,Tk,Mg,_k,mk,Pg,pk,Dk,Gg,yk,Ak,kg,Rk,Lk,D,Ng,bk,Sk,Cg,wk,Mk,Bg,Pk,Gk,Ig,kk,Nk,xg,Ck,Bk,Og,Ik,xk,y,Fg,Ok,Fk,Wg,Wk,Yk,Yg,Jk,Vk,Jg,Kk,Xk,Vg,Zk,Hk,Kg,zk,Uk,A,Xg,qk,jk,Zg,Qk,$k,Hg,eN,tN,zg,rN,aN,Ug,nN,lN,qg,oN,iN,R,jg,dN,sN,Qg,hN,gN,$g,cN,fN,ec,uN,vN,tc,EN,TN,rc,_N,mN,L,ac,pN,DN,nc,yN,AN,lc,RN,LN,oc,bN,SN,ic,wN,MN,dc,PN,GN,b,sc,kN,NN,hc,CN,BN,gc,IN,xN,cc,ON,FN,fc,WN,YN,uc,JN,VN,S,vc,KN,XN,Ec,ZN,HN,Tc,zN,UN,_c,qN,jN,mc,QN,$N,pc,eC,tC,w,Dc,rC,aC,yc,nC,lC,Ac,oC,iC,Rc,dC,sC,Lc,hC,gC,bc,cC,fC,M,Sc,uC,vC,wc,EC,TC,Mc,_C,mC,Pc,pC,DC,Gc,yC,AC,kc,RC,LC,P,Nc,bC,SC,Cc,wC,MC,Bc,PC,GC,Ic,kC,NC,xc,CC,BC,Oc,IC,xC,G,Fc,OC,FC,Wc,WC,YC,Yc,JC,VC,Jc,KC,XC,Vc,ZC,HC,Kc,zC,UC,k,Xc,qC,jC,Zc,QC,$C,Hc,eB,tB,zc,rB,aB,Uc,nB,lB,qc,oB,iB,N,jc,dB,sB,Qc,hB,gB,$c,cB,fB,e1,uB,vB,t1,EB,TB,r1,_B,mB,C,a1,pB,DB,n1,yB,AB,l1,RB,LB,o1,bB,SB,i1,wB,MB,d1,PB,GB,B,s1,kB,NB,h1,CB,BB,g1,IB,xB,c1,OB,FB,f1,WB,YB,u1,JB,VB,I,v1,KB,XB,E1,ZB,HB,T1,zB,UB,_1,qB,jB,m1,QB,$B,p1,eI,tI,x,D1,rI,aI,y1,nI,lI,A1,oI,iI,R1,dI,sI,L1,hI,gI,b1,cI,fI,O,S1,uI,vI,w1,EI,TI,M1,_I,mI,P1,pI,DI,G1,yI,AI,k1,RI,LI,F,N1,bI,SI,C1,wI,MI,B1,PI,GI,I1,kI,NI,x1,CI,BI,O1,II,xI,W,F1,OI,FI,W1,WI,YI,Y1,JI,VI,J1,KI,XI,V1,ZI,HI,K1,zI,UI,Y,X1,qI,jI,Z1,QI,$I,H1,ex,tx,z1,rx,ax,U1,nx,lx,q1,ox,ix,J,j1,dx,sx,Q1,hx,gx,$1,cx,fx,ef,ux,vx,tf,Ex,Tx,rf,_x,mx,V,af,px,Dx,nf,yx,Ax,lf,Rx,Lx,of,bx,Sx,df,wx,Mx,sf,Px,Gx,K,hf,kx,Nx,gf,Cx,Bx,cf,Ix,xx,ff,Ox,Fx,uf,Wx,Yx,vf,Jx,Vx,X,Ef,Kx,Xx,Tf,Zx,Hx,_f,zx,Ux,mf,qx,jx,pf,Qx,$x,Df,eO,tO,Z,yf,rO,aO,Af,nO,lO,Rf,oO,iO,Lf,dO,sO,bf,hO,gO,Sf,cO,fO,H,wf,uO,vO,Mf,EO,TO,Pf,_O,mO,Gf,pO,DO,kf,yO,AO,Nf,RO,LO,z,Cf,bO,SO,Bf,wO,MO,If,PO,GO,xf,kO,NO,Of,CO,BO,Ff,IO,xO,U,Wf,OO,FO,Yf,WO,YO,Jf,JO,VO,Vf,KO,XO,Kf,ZO,HO,Xf,zO,UO,q,Zf,qO,jO,Hf,QO,$O,zf,eF,tF,Uf,rF,aF,qf,nF,lF,jf,oF,iF,j,Qf,dF,sF,$f,hF,gF,eu,cF,fF,tu,uF,vF,ru,EF,TF,au,_F,mF,Q,nu,pF,DF,lu,yF,AF,ou,RF,LF,iu,bF,SF,du,wF,MF,su,PF,GF,$,hu,kF,NF,gu,CF,BF,cu,IF,xF,fu,OF,FF,uu,WF,YF,vu,JF,VF,ee,Eu,KF,XF,Tu,ZF,HF,_u,zF,UF,mu,qF,jF,pu,QF,$F,Du,eW,tW,te,yu,rW,aW,Au,nW,lW,Ru,oW,iW,Lu,dW,sW,bu,hW,gW,Su,cW,fW,re,wu,uW,vW,Mu,EW,TW,Pu,_W,mW,Gu,pW,DW,ku,yW,AW,Nu,RW,LW,ae,Cu,bW,SW,Bu,wW,MW,Iu,PW,GW,xu,kW,NW,Ou,CW,BW,Fu,IW,xW,ne,Wu,OW,FW,Yu,WW,YW,Ju,JW,VW,Vu,KW,XW,Ku,ZW,HW,Xu,zW,UW,le,Zu,qW,jW,Hu,QW,$W,zu,eY,tY,Uu,rY,aY,qu,nY,lY,ju,oY,iY,oe,Qu,dY,sY,$u,hY,gY,ev,cY,fY,tv,uY,vY,rv,EY,TY,av,_Y,mY,ie,nv,pY,DY,lv,yY,AY,ov,RY,LY,iv,bY,SY,dv,wY,MY,sv,PY,GY,de,hv,kY,NY,gv,CY,BY,cv,IY,xY,fv,OY,FY,uv,WY,YY,vv,JY,VY,se,Ev,KY,XY,Tv,ZY,HY,_v,zY,UY,mv,qY,jY,pv,QY,$Y,Dv,eJ,tJ,he,yv,rJ,aJ,Av,nJ,lJ,Rv,oJ,iJ,Lv,dJ,sJ,bv,hJ,gJ,Sv,cJ,fJ,ge,wv,uJ,vJ,Mv,EJ,TJ,Pv,_J,mJ,Gv,pJ,DJ,kv,yJ,AJ,Nv,RJ,LJ,ce,Cv,bJ,SJ,Bv,wJ,MJ,Iv,PJ,GJ,xv,kJ,NJ,Ov,CJ,BJ,Fv,IJ,xJ,fe,Wv,OJ,FJ,Yv,WJ,YJ,Jv,JJ,VJ,Vv,KJ,XJ,Kv,ZJ,HJ,Xv,zJ,UJ,ue,Zv,qJ,jJ,Hv,QJ,$J,zv,eV,tV,Uv,rV,aV,qv,nV,lV,jv,oV,iV,ve,Qv,dV,sV,$v,hV,gV,e2,cV,fV,t2,uV,vV,r2,EV,TV,a2,_V,mV,Ee,n2,pV,DV,l2,yV,AV,o2,RV,LV,i2,bV,SV,d2,wV,MV,s2,PV,GV,Te,h2,kV,NV,g2,CV,BV,c2,IV,xV,f2,OV,FV,u2,WV,YV,v2,JV,VV,_e,E2,KV,XV,T2,ZV,HV,_2,zV,UV,m2,qV,jV,p2,QV,$V,D2,eK,tK,me,y2,rK,aK,A2,nK,lK,R2,oK,iK,L2,dK,sK,b2,hK,gK,S2,cK,fK,pe,w2,uK,vK,M2,EK,TK,P2,_K,mK,G2,pK,DK,k2,yK,AK,N2,RK,LK,De,C2,bK,SK,B2,wK,MK,I2,PK,GK,x2,kK,NK,O2,CK,BK,F2,IK,xK,ye,W2,OK,FK,Y2,WK,YK,J2,JK,VK,V2,KK,XK,K2,ZK,HK,X2,zK,UK,Ae,Z2,qK,jK,H2,QK,$K,z2,eX,tX,U2,rX,aX,q2,nX,lX,j2,oX,iX,Re,Q2,dX,sX,$2,hX,gX,eE,cX,fX,tE,uX,vX,rE,EX,TX,aE,_X,mX,Le,nE,pX,DX,lE,yX,AX,oE,RX,LX,iE,bX,SX,dE,wX,MX,sE,PX,GX,be,hE,kX,NX,gE,CX,BX,cE,IX,xX,fE,OX,FX,uE,WX,YX,vE,JX,VX,Se,EE,KX,XX,TE,ZX,HX,_E,zX,UX,mE,qX,jX,pE,QX,$X,DE,eZ,tZ,we,yE,rZ,aZ,AE,nZ,lZ,RE,oZ,iZ,LE,dZ,sZ,bE,hZ,gZ,SE,cZ,fZ,Me,wE,uZ,vZ,ME,EZ,TZ,PE,_Z,mZ,GE,pZ,DZ,kE,yZ,AZ,NE,RZ,LZ,Pe,CE,bZ,SZ,BE,wZ,MZ,IE,PZ,GZ,xE,kZ,NZ,OE,CZ,BZ,FE,IZ,xZ,Ge,WE,OZ,FZ,YE,WZ,YZ,JE,JZ,VZ,VE,KZ,XZ,KE,ZZ,HZ,XE,zZ,UZ,ke,ZE,qZ,jZ,HE,QZ,$Z,zE,eH,tH,UE,rH,aH,qE,nH,lH,jE,oH,iH,Ne,QE,dH,sH,$E,hH,gH,eT,cH,fH,tT,uH,vH,rT,EH,TH,aT,_H,mH,Ce,nT,pH,DH,lT,yH,AH,oT,RH,LH,iT,bH,SH,dT,wH,MH,sT,PH,GH,Be,hT,kH,NH,gT,CH,BH,cT,IH,xH,fT,OH,FH,uT,WH,YH,vT,JH,VH,Ie,ET,KH,XH,TT,ZH,HH,_T,zH,UH,mT,qH,jH,pT,QH,$H,DT,ez,tz,xe,yT,rz,az,AT,nz,lz,RT,oz,iz,LT,dz,sz,bT,hz,gz,ST,cz,fz,Oe,wT,uz,vz,MT,Ez,Tz,PT,_z,mz,GT,pz,Dz,kT,yz,Az,NT,Rz,Lz,Fe,CT,bz,Sz,BT,wz,Mz,IT,Pz,Gz,xT,kz,Nz,OT,Cz,Bz,FT,Iz,xz,We,WT,Oz,Fz,YT,Wz,Yz,JT,Jz,Vz,VT,Kz,Xz,KT,Zz,Hz,XT,zz,Uz,Ye,ZT,qz,jz,HT,Qz,$z,zT,eU,tU,UT,rU,aU,qT,nU,lU,jT,oU,iU,Je,QT,dU,sU,$T,hU,gU,e_,cU,fU,t_,uU,vU,r_,EU,TU,a_,_U,mU,Ve,n_,pU,DU,l_,yU,AU,o_,RU,LU,i_,bU,SU,d_,wU,MU,s_,PU,GU,Ke,h_,kU,NU,g_,CU,BU,c_,IU,xU,f_,OU,FU,u_,WU,YU,v_,JU,VU,Xe,E_,KU,XU,T_,ZU,HU,__,zU,UU,m_,qU,jU,p_,QU,$U,D_,eq,tq,Ze,y_,rq,aq,A_,nq,lq,R_,oq,iq,L_,dq,sq,b_,hq,gq,S_,cq,fq,He,w_,uq,vq,M_,Eq,Tq,P_,_q,mq,G_,pq,Dq,k_,yq,Aq,N_,Rq,Lq,ze,C_,bq,Sq,B_,wq,Mq,I_,Pq,Gq,x_,kq,Nq,O_,Cq,Bq,F_,Iq,xq,Ue,W_,Oq,Fq,Y_,Wq,Yq,J_,Jq,Vq,V_,Kq,Xq,K_,Zq,Hq,X_,zq,Uq,qe,Z_,qq,jq,H_,Qq,$q,z_,ej,tj,U_,rj,aj,q_,nj,lj,j_,oj,ij,je,Q_,dj,sj,$_,hj,gj,e3,cj,fj,t3,uj,vj,r3,Ej,Tj,a3,_j,mj,Qe,n3,pj,Dj,l3,yj,Aj,o3,Rj,Lj,i3,bj,Sj,d3,wj,Mj,s3,Pj,Gj,$e,h3,kj,Nj,g3,Cj,Bj,c3,Ij,xj,f3,Oj,Fj,u3,Wj,Yj,v3,Jj,Vj,et,E3,Kj,Xj,T3,Zj,Hj,_3,zj,Uj,m3,qj,jj,p3,Qj,$j,D3,eQ,tQ,tt,y3,rQ,aQ,A3,nQ,lQ,R3,oQ,iQ,L3,dQ,sQ,b3,hQ,gQ,S3,cQ,fQ,rt,w3,uQ,vQ,M3,EQ,TQ,P3,_Q,mQ,G3,pQ,DQ,k3,yQ,AQ,N3,RQ,LQ,at,C3,bQ,SQ,B3,wQ,MQ,I3,PQ,GQ,x3,kQ,NQ,O3,CQ,BQ,F3,IQ,xQ,nt,W3,OQ,FQ,Y3,WQ,YQ,J3,JQ,VQ,V3,KQ,XQ,K3,ZQ,HQ,X3,zQ,UQ,lt,Z3,qQ,jQ,H3,QQ,$Q,z3,e$,t$,U3,r$,a$,q3,n$,l$,j3,o$,i$,ot,Q3,d$,s$,$3,h$,g$,e5,c$,f$,t5,u$,v$,r5,E$,T$,a5,_$,m$,it,n5,p$,D$,l5,y$,A$,o5,R$,L$,i5,b$,S$,d5,w$,M$,s5,P$,G$,dt,h5,k$,N$,g5,C$,B$,c5,I$,x$,f5,O$,F$,u5,W$,Y$,v5,J$,V$,st,E5,K$,X$,T5,Z$,H$,_5,z$,U$,m5,q$,j$,p5,Q$,$$,D5,eee,tee,ht,y5,ree,aee,A5,nee,lee,R5,oee,iee,L5,dee,see,b5,hee,gee,S5,cee,fee,gt,w5,uee,vee,M5,Eee,Tee,P5,_ee,mee,G5,pee,Dee,k5,yee,Aee,N5,Ree,Lee,ct,C5,bee,See,B5,wee,Mee,I5,Pee,Gee,x5,kee,Nee,O5,Cee,Bee,F5,Iee,xee,ft,W5,Oee,Fee,Y5,Wee,Yee,J5,Jee,Vee,V5,Kee,Xee,K5,Zee,Hee,X5,zee,Uee,ut,Z5,qee,jee,H5,Qee,$ee,z5,ete,tte,U5,rte,ate,q5,nte,lte,j5,ote,ite,vt,Q5,dte,ste,$5,hte,gte,e4,cte,fte,t4,ute,vte,r4,Ete,Tte,a4,_te,mte,Et,n4,pte,Dte,l4,yte,Ate,o4,Rte,Lte,i4,bte,Ste,d4,wte,Mte,s4,Pte,Gte,Tt,h4,kte,Nte,g4,Cte,Bte,c4,Ite,xte,f4,Ote,Fte,u4,Wte,Yte,v4,Jte,Vte,_t,E4,Kte,Xte,T4,Zte,Hte,_4,zte,Ute,m4,qte,jte,p4,Qte,$te,D4,ere,tre,mt,y4,rre,are,A4,nre,lre,R4,ore,ire,L4,dre,sre,b4,hre,gre,S4,cre,q9;return lo=new G9({}),ho=new G9({}),go=new G9({}),fo=new G9({}),Pd=new G9({}),{c(){xa=r("meta"),k9=d(),Oa=r("h1"),Za=r("a"),M4=r("span"),L9(lo.$$.fragment),l7=d(),P4=r("span"),o7=l("\u{1F917} Transformers"),N9=d(),xd=r("p"),i7=l("State-of-the-art Machine Learning for PyTorch, TensorFlow and JAX."),C9=d(),Od=r("p"),d7=l("\u{1F917} Transformers provides APIs to easily download and train state-of-the-art pretrained models. Using pretrained models can reduce your compute costs, carbon footprint, and save you time from training a model from scratch. The models can be used across different modalities such as:"),B9=d(),yt=r("ul"),G4=r("li"),s7=l("\u{1F4DD} Text: text classification, information extraction, question answering, summarization, translation, and text generation in over 100 languages."),h7=d(),k4=r("li"),g7=l("\u{1F5BC}\uFE0F Images: image classification, object detection, and segmentation."),c7=d(),N4=r("li"),f7=l("\u{1F5E3}\uFE0F Audio: speech recognition and audio classification."),u7=d(),C4=r("li"),v7=l("\u{1F419} Multimodal: table question answering, optical character recognition, information extraction from scanned documents, video classification, and visual question answering."),I9=d(),At=r("p"),E7=l("Our library supports seamless integration between three of the most popular deep learning libraries: "),oo=r("a"),T7=l("PyTorch"),_7=l(", "),io=r("a"),m7=l("TensorFlow"),p7=l(" and "),so=r("a"),D7=l("JAX"),y7=l(". Train your model in three lines of code in one framework, and load it for inference with another."),x9=d(),Fd=r("p"),A7=l("Each \u{1F917} Transformers architecture is defined in a standalone Python module so they can be easily customized for research and experiments."),O9=d(),Fa=r("h2"),Ha=r("a"),B4=r("span"),L9(ho.$$.fragment),R7=d(),I4=r("span"),L7=l("If you are looking for custom support from the Hugging Face team"),F9=d(),Wa=r("a"),Ma=r("img"),b7=d(),W9=r("br"),Y9=d(),Ya=r("h2"),za=r("a"),x4=r("span"),L9(go.$$.fragment),S7=d(),O4=r("span"),w7=l("Contents"),J9=d(),Wd=r("p"),M7=l("The documentation is organized in five parts:"),V9=d(),pt=r("ul"),F4=r("li"),Yd=r("p"),W4=r("strong"),P7=l("GET STARTED"),G7=l(" contains a quick tour and installation instructions to get up and running with \u{1F917} Transformers."),k7=d(),Y4=r("li"),Jd=r("p"),J4=r("strong"),N7=l("TUTORIALS"),C7=l(" are a great place to begin if you are new to our library. This section will help you gain the basic skills you need to start using \u{1F917} Transformers."),B7=d(),V4=r("li"),Vd=r("p"),K4=r("strong"),I7=l("HOW-TO GUIDES"),x7=l(" will show you how to achieve a specific goal like fine-tuning a pretrained model for language modeling or how to create a custom model head."),O7=d(),X4=r("li"),Kd=r("p"),Z4=r("strong"),F7=l("CONCEPTUAL GUIDES"),W7=l(" provides more discussion and explanation of the underlying concepts and ideas behind models, tasks, and the design philosophy of \u{1F917} Transformers."),Y7=d(),co=r("li"),Xd=r("p"),H4=r("strong"),J7=l("API"),V7=l(" describes each class and function, grouped in:"),K7=d(),Ja=r("ul"),Zd=r("li"),z4=r("strong"),X7=l("MAIN CLASSES"),Z7=l(" for the main classes exposing the important APIs of the library."),H7=d(),Hd=r("li"),U4=r("strong"),z7=l("MODELS"),U7=l(" for the classes and functions related to each model implemented in the library."),q7=d(),zd=r("li"),q4=r("strong"),j7=l("INTERNAL HELPERS"),Q7=l(" for the classes and functions we use internally."),K9=d(),Ud=r("p"),$7=l("The library currently contains JAX, PyTorch and TensorFlow implementations, pretrained model weights, usage scripts and conversion utilities for the following models."),X9=d(),Va=r("h3"),Ua=r("a"),j4=r("span"),L9(fo.$$.fragment),e8=d(),Q4=r("span"),t8=l("Supported models"),Z9=d(),h=r("ol"),qa=r("li"),$4=r("strong"),qd=r("a"),r8=l("ALBERT"),a8=l(" (from Google Research and the Toyota Technological Institute at Chicago) released with the paper "),uo=r("a"),n8=l("ALBERT: A Lite BERT for Self-supervised Learning of Language Representations"),l8=l(", by Zhenzhong Lan, Mingda Chen, Sebastian Goodman, Kevin Gimpel, Piyush Sharma, Radu Soricut."),o8=d(),ja=r("li"),e0=r("strong"),jd=r("a"),i8=l("BART"),d8=l(" (from Facebook) released with the paper "),vo=r("a"),s8=l("BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension"),h8=l(" by Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Ves Stoyanov and Luke Zettlemoyer."),g8=d(),Qa=r("li"),t0=r("strong"),Qd=r("a"),c8=l("BARThez"),f8=l(" (from \xC9cole polytechnique) released with the paper "),Eo=r("a"),u8=l("BARThez: a Skilled Pretrained French Sequence-to-Sequence Model"),v8=l(" by Moussa Kamal Eddine, Antoine J.-P. Tixier, Michalis Vazirgiannis."),E8=d(),$a=r("li"),r0=r("strong"),$d=r("a"),T8=l("BARTpho"),_8=l(" (from VinAI Research) released with the paper "),To=r("a"),m8=l("BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese"),p8=l(" by Nguyen Luong Tran, Duong Minh Le and Dat Quoc Nguyen."),D8=d(),en=r("li"),a0=r("strong"),es=r("a"),y8=l("BEiT"),A8=l(" (from Microsoft) released with the paper "),_o=r("a"),R8=l("BEiT: BERT Pre-Training of Image Transformers"),L8=l(" by Hangbo Bao, Li Dong, Furu Wei."),b8=d(),tn=r("li"),n0=r("strong"),ts=r("a"),S8=l("BERT"),w8=l(" (from Google) released with the paper "),mo=r("a"),M8=l("BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"),P8=l(" by Jacob Devlin, Ming-Wei Chang, Kenton Lee and Kristina Toutanova."),G8=d(),rn=r("li"),l0=r("strong"),rs=r("a"),k8=l("BERT For Sequence Generation"),N8=l(" (from Google) released with the paper "),po=r("a"),C8=l("Leveraging Pre-trained Checkpoints for Sequence Generation Tasks"),B8=l(" by Sascha Rothe, Shashi Narayan, Aliaksei Severyn."),I8=d(),an=r("li"),o0=r("strong"),as=r("a"),x8=l("BERTweet"),O8=l(" (from VinAI Research) released with the paper "),Do=r("a"),F8=l("BERTweet: A pre-trained language model for English Tweets"),W8=l(" by Dat Quoc Nguyen, Thanh Vu and Anh Tuan Nguyen."),Y8=d(),nn=r("li"),i0=r("strong"),ns=r("a"),J8=l("BigBird-Pegasus"),V8=l(" (from Google Research) released with the paper "),yo=r("a"),K8=l("Big Bird: Transformers for Longer Sequences"),X8=l(" by Manzil Zaheer, Guru Guruganesh, Avinava Dubey, Joshua Ainslie, Chris Alberti, Santiago Ontanon, Philip Pham, Anirudh Ravula, Qifan Wang, Li Yang, Amr Ahmed."),Z8=d(),ln=r("li"),d0=r("strong"),ls=r("a"),H8=l("BigBird-RoBERTa"),z8=l(" (from Google Research) released with the paper "),Ao=r("a"),U8=l("Big Bird: Transformers for Longer Sequences"),q8=l(" by Manzil Zaheer, Guru Guruganesh, Avinava Dubey, Joshua Ainslie, Chris Alberti, Santiago Ontanon, Philip Pham, Anirudh Ravula, Qifan Wang, Li Yang, Amr Ahmed."),j8=d(),on=r("li"),s0=r("strong"),os=r("a"),Q8=l("Blenderbot"),$8=l(" (from Facebook) released with the paper "),Ro=r("a"),eD=l("Recipes for building an open-domain chatbot"),tD=l(" by Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Kurt Shuster, Eric M. Smith, Y-Lan Boureau, Jason Weston."),rD=d(),dn=r("li"),h0=r("strong"),is=r("a"),aD=l("BlenderbotSmall"),nD=l(" (from Facebook) released with the paper "),Lo=r("a"),lD=l("Recipes for building an open-domain chatbot"),oD=l(" by Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Kurt Shuster, Eric M. Smith, Y-Lan Boureau, Jason Weston."),iD=d(),sn=r("li"),g0=r("strong"),ds=r("a"),dD=l("BORT"),sD=l(" (from Alexa) released with the paper "),bo=r("a"),hD=l("Optimal Subarchitecture Extraction For BERT"),gD=l(" by Adrian de Wynter and Daniel J. Perry."),cD=d(),hn=r("li"),c0=r("strong"),ss=r("a"),fD=l("ByT5"),uD=l(" (from Google Research) released with the paper "),So=r("a"),vD=l("ByT5: Towards a token-free future with pre-trained byte-to-byte models"),ED=l(" by Linting Xue, Aditya Barua, Noah Constant, Rami Al-Rfou, Sharan Narang, Mihir Kale, Adam Roberts, Colin Raffel."),TD=d(),Pa=r("li"),f0=r("strong"),hs=r("a"),_D=l("CamemBERT"),mD=l(" (from Inria/Facebook/Sorbonne) released with the paper "),wo=r("a"),pD=l("CamemBERT: a Tasty French Language Model"),DD=l(" by Louis Martin"),u0=r("em"),yD=l(", Benjamin Muller"),AD=l(", Pedro Javier Ortiz Su\xE1rez*, Yoann Dupont, Laurent Romary, \xC9ric Villemonte de la Clergerie, Djam\xE9 Seddah and Beno\xEEt Sagot."),RD=d(),gn=r("li"),v0=r("strong"),gs=r("a"),LD=l("CANINE"),bD=l(" (from Google Research) released with the paper "),Mo=r("a"),SD=l("CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation"),wD=l(" by Jonathan H. Clark, Dan Garrette, Iulia Turc, John Wieting."),MD=d(),cn=r("li"),E0=r("strong"),cs=r("a"),PD=l("CLIP"),GD=l(" (from OpenAI) released with the paper "),Po=r("a"),kD=l("Learning Transferable Visual Models From Natural Language Supervision"),ND=l(" by Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, Gretchen Krueger, Ilya Sutskever."),CD=d(),fn=r("li"),T0=r("strong"),fs=r("a"),BD=l("ConvBERT"),ID=l(" (from YituTech) released with the paper "),Go=r("a"),xD=l("ConvBERT: Improving BERT with Span-based Dynamic Convolution"),OD=l(" by Zihang Jiang, Weihao Yu, Daquan Zhou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan."),FD=d(),un=r("li"),_0=r("strong"),us=r("a"),WD=l("ConvNeXT"),YD=l(" (from Facebook AI) released with the paper "),ko=r("a"),JD=l("A ConvNet for the 2020s"),VD=l(" by Zhuang Liu, Hanzi Mao, Chao-Yuan Wu, Christoph Feichtenhofer, Trevor Darrell, Saining Xie."),KD=d(),vn=r("li"),m0=r("strong"),vs=r("a"),XD=l("CPM"),ZD=l(" (from Tsinghua University) released with the paper "),No=r("a"),HD=l("CPM: A Large-scale Generative Chinese Pre-trained Language Model"),zD=l(" by Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun."),UD=d(),Ga=r("li"),p0=r("strong"),Es=r("a"),qD=l("CTRL"),jD=l(" (from Salesforce) released with the paper "),Co=r("a"),QD=l("CTRL: A Conditional Transformer Language Model for Controllable Generation"),$D=l(" by Nitish Shirish Keskar"),D0=r("em"),ey=l(", Bryan McCann"),ty=l(", Lav R. Varshney, Caiming Xiong and Richard Socher."),ry=d(),En=r("li"),y0=r("strong"),Ts=r("a"),ay=l("CvT"),ny=l(" (from Microsoft) released with the paper "),Bo=r("a"),ly=l("CvT: Introducing Convolutions to Vision Transformers"),oy=l(" by Haiping Wu, Bin Xiao, Noel Codella, Mengchen Liu, Xiyang Dai, Lu Yuan, Lei Zhang."),iy=d(),Tn=r("li"),A0=r("strong"),_s=r("a"),dy=l("Data2Vec"),sy=l(" (from Facebook) released with the paper "),Io=r("a"),hy=l("Data2Vec:  A General Framework for Self-supervised Learning in Speech, Vision and Language"),gy=l(" by Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, Michael Auli."),cy=d(),_n=r("li"),R0=r("strong"),ms=r("a"),fy=l("DeBERTa"),uy=l(" (from Microsoft) released with the paper "),xo=r("a"),vy=l("DeBERTa: Decoding-enhanced BERT with Disentangled Attention"),Ey=l(" by Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen."),Ty=d(),mn=r("li"),L0=r("strong"),ps=r("a"),_y=l("DeBERTa-v2"),my=l(" (from Microsoft) released with the paper "),Oo=r("a"),py=l("DeBERTa: Decoding-enhanced BERT with Disentangled Attention"),Dy=l(" by Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen."),yy=d(),pn=r("li"),b0=r("strong"),Ds=r("a"),Ay=l("Decision Transformer"),Ry=l(" (from Berkeley/Facebook/Google) released with the paper "),Fo=r("a"),Ly=l("Decision Transformer: Reinforcement Learning via Sequence Modeling"),by=l(" by Lili Chen, Kevin Lu, Aravind Rajeswaran, Kimin Lee, Aditya Grover, Michael Laskin, Pieter Abbeel, Aravind Srinivas, Igor Mordatch."),Sy=d(),Dn=r("li"),S0=r("strong"),ys=r("a"),wy=l("DeiT"),My=l(" (from Facebook) released with the paper "),Wo=r("a"),Py=l("Training data-efficient image transformers & distillation through attention"),Gy=l(" by Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Herv\xE9 J\xE9gou."),ky=d(),yn=r("li"),w0=r("strong"),As=r("a"),Ny=l("DETR"),Cy=l(" (from Facebook) released with the paper "),Yo=r("a"),By=l("End-to-End Object Detection with Transformers"),Iy=l(" by Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, Sergey Zagoruyko."),xy=d(),An=r("li"),M0=r("strong"),Rs=r("a"),Oy=l("DialoGPT"),Fy=l(" (from Microsoft Research) released with the paper "),Jo=r("a"),Wy=l("DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation"),Yy=l(" by Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, Jingjing Liu, Bill Dolan."),Jy=d(),Dt=r("li"),P0=r("strong"),Ls=r("a"),Vy=l("DistilBERT"),Ky=l(" (from HuggingFace), released together with the paper "),Vo=r("a"),Xy=l("DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter"),Zy=l(" by Victor Sanh, Lysandre Debut and Thomas Wolf. The same method has been applied to compress GPT2 into "),Ko=r("a"),Hy=l("DistilGPT2"),zy=l(", RoBERTa into "),Xo=r("a"),Uy=l("DistilRoBERTa"),qy=l(", Multilingual BERT into "),Zo=r("a"),jy=l("DistilmBERT"),Qy=l(" and a German version of DistilBERT."),$y=d(),Rn=r("li"),G0=r("strong"),bs=r("a"),eA=l("DiT"),tA=l(" (from Microsoft Research) released with the paper "),Ho=r("a"),rA=l("DiT: Self-supervised Pre-training for Document Image Transformer"),aA=l(" by Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei."),nA=d(),Ln=r("li"),k0=r("strong"),Ss=r("a"),lA=l("DPR"),oA=l(" (from Facebook) released with the paper "),zo=r("a"),iA=l("Dense Passage Retrieval for Open-Domain Question Answering"),dA=l(" by Vladimir Karpukhin, Barlas O\u011Fuz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, and Wen-tau Yih."),sA=d(),bn=r("li"),N0=r("strong"),ws=r("a"),hA=l("DPT"),gA=l(" (from Intel Labs) released with the paper "),Uo=r("a"),cA=l("Vision Transformers for Dense Prediction"),fA=l(" by Ren\xE9 Ranftl, Alexey Bochkovskiy, Vladlen Koltun."),uA=d(),Sn=r("li"),C0=r("strong"),Ms=r("a"),vA=l("ELECTRA"),EA=l(" (from Google Research/Stanford University) released with the paper "),qo=r("a"),TA=l("ELECTRA: Pre-training text encoders as discriminators rather than generators"),_A=l(" by Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning."),mA=d(),wn=r("li"),B0=r("strong"),Ps=r("a"),pA=l("EncoderDecoder"),DA=l(" (from Google Research) released with the paper "),jo=r("a"),yA=l("Leveraging Pre-trained Checkpoints for Sequence Generation Tasks"),AA=l(" by Sascha Rothe, Shashi Narayan, Aliaksei Severyn."),RA=d(),Mn=r("li"),I0=r("strong"),Gs=r("a"),LA=l("FlauBERT"),bA=l(" (from CNRS) released with the paper "),Qo=r("a"),SA=l("FlauBERT: Unsupervised Language Model Pre-training for French"),wA=l(" by Hang Le, Lo\xEFc Vial, Jibril Frej, Vincent Segonne, Maximin Coavoux, Benjamin Lecouteux, Alexandre Allauzen, Beno\xEEt Crabb\xE9, Laurent Besacier, Didier Schwab."),MA=d(),Pn=r("li"),x0=r("strong"),ks=r("a"),PA=l("FLAVA"),GA=l(" (from Facebook AI) released with the paper "),$o=r("a"),kA=l("FLAVA: A Foundational Language And Vision Alignment Model"),NA=l(" by Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, and Douwe Kiela."),CA=d(),Gn=r("li"),O0=r("strong"),Ns=r("a"),BA=l("FNet"),IA=l(" (from Google Research) released with the paper "),ei=r("a"),xA=l("FNet: Mixing Tokens with Fourier Transforms"),OA=l(" by James Lee-Thorp, Joshua Ainslie, Ilya Eckstein, Santiago Ontanon."),FA=d(),kn=r("li"),F0=r("strong"),Cs=r("a"),WA=l("Funnel Transformer"),YA=l(" (from CMU/Google Brain) released with the paper "),ti=r("a"),JA=l("Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing"),VA=l(" by Zihang Dai, Guokun Lai, Yiming Yang, Quoc V. Le."),KA=d(),Nn=r("li"),W0=r("strong"),Bs=r("a"),XA=l("GLPN"),ZA=l(" (from KAIST) released with the paper "),ri=r("a"),HA=l("Global-Local Path Networks for Monocular Depth Estimation with Vertical CutDepth"),zA=l(" by Doyeon Kim, Woonghyun Ga, Pyungwhan Ahn, Donggyu Joo, Sehwan Chun, Junmo Kim."),UA=d(),Cn=r("li"),Y0=r("strong"),Is=r("a"),qA=l("GPT"),jA=l(" (from OpenAI) released with the paper "),ai=r("a"),QA=l("Improving Language Understanding by Generative Pre-Training"),$A=l(" by Alec Radford, Karthik Narasimhan, Tim Salimans and Ilya Sutskever."),eR=d(),Bn=r("li"),J0=r("strong"),xs=r("a"),tR=l("GPT Neo"),rR=l(" (from EleutherAI) released in the repository "),ni=r("a"),aR=l("EleutherAI/gpt-neo"),nR=l(" by Sid Black, Stella Biderman, Leo Gao, Phil Wang and Connor Leahy."),lR=d(),In=r("li"),V0=r("strong"),Os=r("a"),oR=l("GPT NeoX"),iR=l(" (from EleutherAI) released with the paper "),li=r("a"),dR=l("GPT-NeoX-20B: An Open-Source Autoregressive Language Model"),sR=l(" by Sid Black, Stella Biderman, Eric Hallahan, Quentin Anthony, Leo Gao, Laurence Golding, Horace He, Connor Leahy, Kyle McDonell, Jason Phang, Michael Pieler, USVSN Sai Prashanth, Shivanshu Purohit, Laria Reynolds, Jonathan Tow, Ben Wang, Samuel Weinbach"),hR=d(),Rt=r("li"),K0=r("strong"),Fs=r("a"),gR=l("GPT-2"),cR=l(" (from OpenAI) released with the paper "),oi=r("a"),fR=l("Language Models are Unsupervised Multitask Learners"),uR=l(" by Alec Radford"),X0=r("em"),vR=l(", Jeffrey Wu"),ER=l(", Rewon Child, David Luan, Dario Amodei"),Z0=r("strong"),TR=l("and Ilya Sutskever"),_R=l("."),mR=d(),xn=r("li"),H0=r("strong"),Ws=r("a"),pR=l("GPT-J"),DR=l(" (from EleutherAI) released in the repository "),ii=r("a"),yR=l("kingoflolz/mesh-transformer-jax"),AR=l(" by Ben Wang and Aran Komatsuzaki."),RR=d(),On=r("li"),z0=r("strong"),Ys=r("a"),LR=l("Hubert"),bR=l(" (from Facebook) released with the paper "),di=r("a"),SR=l("HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units"),wR=l(" by Wei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, Kushal Lakhotia, Ruslan Salakhutdinov, Abdelrahman Mohamed."),MR=d(),Fn=r("li"),U0=r("strong"),Js=r("a"),PR=l("I-BERT"),GR=l(" (from Berkeley) released with the paper "),si=r("a"),kR=l("I-BERT: Integer-only BERT Quantization"),NR=l(" by Sehoon Kim, Amir Gholami, Zhewei Yao, Michael W. Mahoney, Kurt Keutzer."),CR=d(),Wn=r("li"),q0=r("strong"),Vs=r("a"),BR=l("ImageGPT"),IR=l(" (from OpenAI) released with the paper "),hi=r("a"),xR=l("Generative Pretraining from Pixels"),OR=l(" by Mark Chen, Alec Radford, Rewon Child, Jeffrey Wu, Heewoo Jun, David Luan, Ilya Sutskever."),FR=d(),Yn=r("li"),j0=r("strong"),Ks=r("a"),WR=l("LayoutLM"),YR=l(" (from Microsoft Research Asia) released with the paper "),gi=r("a"),JR=l("LayoutLM: Pre-training of Text and Layout for Document Image Understanding"),VR=l(" by Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou."),KR=d(),Jn=r("li"),Q0=r("strong"),Xs=r("a"),XR=l("LayoutLMv2"),ZR=l(" (from Microsoft Research Asia) released with the paper "),ci=r("a"),HR=l("LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding"),zR=l(" by Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou."),UR=d(),Vn=r("li"),$0=r("strong"),Zs=r("a"),qR=l("LayoutLMv3"),jR=l(" (from Microsoft Research Asia) released with the paper "),fi=r("a"),QR=l("LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking"),$R=l(" by Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei."),eL=d(),Kn=r("li"),em=r("strong"),Hs=r("a"),tL=l("LayoutXLM"),rL=l(" (from Microsoft Research Asia) released with the paper "),ui=r("a"),aL=l("LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding"),nL=l(" by Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei."),lL=d(),Xn=r("li"),tm=r("strong"),zs=r("a"),oL=l("LED"),iL=l(" (from AllenAI) released with the paper "),vi=r("a"),dL=l("Longformer: The Long-Document Transformer"),sL=l(" by Iz Beltagy, Matthew E. Peters, Arman Cohan."),hL=d(),Zn=r("li"),rm=r("strong"),Us=r("a"),gL=l("LeViT"),cL=l(" (from Meta AI) released with the paper "),Ei=r("a"),fL=l("LeViT: A Vision Transformer in ConvNet\u2019s Clothing for Faster Inference"),uL=l(" by Ben Graham, Alaaeldin El-Nouby, Hugo Touvron, Pierre Stock, Armand Joulin, Herv\xE9 J\xE9gou, Matthijs Douze."),vL=d(),Hn=r("li"),am=r("strong"),qs=r("a"),EL=l("Longformer"),TL=l(" (from AllenAI) released with the paper "),Ti=r("a"),_L=l("Longformer: The Long-Document Transformer"),mL=l(" by Iz Beltagy, Matthew E. Peters, Arman Cohan."),pL=d(),zn=r("li"),nm=r("strong"),js=r("a"),DL=l("LUKE"),yL=l(" (from Studio Ousia) released with the paper "),_i=r("a"),AL=l("LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention"),RL=l(" by Ikuya Yamada, Akari Asai, Hiroyuki Shindo, Hideaki Takeda, Yuji Matsumoto."),LL=d(),Un=r("li"),lm=r("strong"),Qs=r("a"),bL=l("LXMERT"),SL=l(" (from UNC Chapel Hill) released with the paper "),mi=r("a"),wL=l("LXMERT: Learning Cross-Modality Encoder Representations from Transformers for Open-Domain Question Answering"),ML=l(" by Hao Tan and Mohit Bansal."),PL=d(),qn=r("li"),om=r("strong"),$s=r("a"),GL=l("M2M100"),kL=l(" (from Facebook) released with the paper "),pi=r("a"),NL=l("Beyond English-Centric Multilingual Machine Translation"),CL=l(" by Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, Armand Joulin."),BL=d(),ka=r("li"),im=r("strong"),eh=r("a"),IL=l("MarianMT"),xL=l(" Machine translation models trained using "),Di=r("a"),OL=l("OPUS"),FL=l(" data by J\xF6rg Tiedemann. The "),yi=r("a"),WL=l("Marian Framework"),YL=l(" is being developed by the Microsoft Translator Team."),JL=d(),jn=r("li"),dm=r("strong"),th=r("a"),VL=l("MaskFormer"),KL=l(" (from Meta and UIUC) released with the paper "),Ai=r("a"),XL=l("Per-Pixel Classification is Not All You Need for Semantic Segmentation"),ZL=l(" by Bowen Cheng, Alexander G. Schwing, Alexander Kirillov."),HL=d(),Qn=r("li"),sm=r("strong"),rh=r("a"),zL=l("mBART"),UL=l(" (from Facebook) released with the paper "),Ri=r("a"),qL=l("Multilingual Denoising Pre-training for Neural Machine Translation"),jL=l(" by Yinhan Liu, Jiatao Gu, Naman Goyal, Xian Li, Sergey Edunov, Marjan Ghazvininejad, Mike Lewis, Luke Zettlemoyer."),QL=d(),$n=r("li"),hm=r("strong"),ah=r("a"),$L=l("mBART-50"),eb=l(" (from Facebook) released with the paper "),Li=r("a"),tb=l("Multilingual Translation with Extensible Multilingual Pretraining and Finetuning"),rb=l(" by Yuqing Tang, Chau Tran, Xian Li, Peng-Jen Chen, Naman Goyal, Vishrav Chaudhary, Jiatao Gu, Angela Fan."),ab=d(),el=r("li"),gm=r("strong"),nh=r("a"),nb=l("Megatron-BERT"),lb=l(" (from NVIDIA) released with the paper "),bi=r("a"),ob=l("Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism"),ib=l(" by Mohammad Shoeybi, Mostofa Patwary, Raul Puri, Patrick LeGresley, Jared Casper and Bryan Catanzaro."),db=d(),tl=r("li"),cm=r("strong"),lh=r("a"),sb=l("Megatron-GPT2"),hb=l(" (from NVIDIA) released with the paper "),Si=r("a"),gb=l("Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism"),cb=l(" by Mohammad Shoeybi, Mostofa Patwary, Raul Puri, Patrick LeGresley, Jared Casper and Bryan Catanzaro."),fb=d(),rl=r("li"),fm=r("strong"),oh=r("a"),ub=l("mLUKE"),vb=l(" (from Studio Ousia) released with the paper "),wi=r("a"),Eb=l("mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models"),Tb=l(" by Ryokan Ri, Ikuya Yamada, and Yoshimasa Tsuruoka."),_b=d(),al=r("li"),um=r("strong"),ih=r("a"),mb=l("MobileBERT"),pb=l(" (from CMU/Google Brain) released with the paper "),Mi=r("a"),Db=l("MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices"),yb=l(" by Zhiqing Sun, Hongkun Yu, Xiaodan Song, Renjie Liu, Yiming Yang, and Denny Zhou."),Ab=d(),nl=r("li"),vm=r("strong"),dh=r("a"),Rb=l("MPNet"),Lb=l(" (from Microsoft Research) released with the paper "),Pi=r("a"),bb=l("MPNet: Masked and Permuted Pre-training for Language Understanding"),Sb=l(" by Kaitao Song, Xu Tan, Tao Qin, Jianfeng Lu, Tie-Yan Liu."),wb=d(),ll=r("li"),Em=r("strong"),sh=r("a"),Mb=l("MT5"),Pb=l(" (from Google AI) released with the paper "),Gi=r("a"),Gb=l("mT5: A massively multilingual pre-trained text-to-text transformer"),kb=l(" by Linting Xue, Noah Constant, Adam Roberts, Mihir Kale, Rami Al-Rfou, Aditya Siddhant, Aditya Barua, Colin Raffel."),Nb=d(),ol=r("li"),Tm=r("strong"),hh=r("a"),Cb=l("Nystr\xF6mformer"),Bb=l(" (from the University of Wisconsin - Madison) released with the paper "),ki=r("a"),Ib=l("Nystr\xF6mformer: A Nystr\xF6m-Based Algorithm for Approximating Self-Attention"),xb=l(" by Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty, Mingxing Tan, Glenn Fung, Yin Li, Vikas Singh."),Ob=d(),il=r("li"),_m=r("strong"),gh=r("a"),Fb=l("OPT"),Wb=l(" (from Meta AI) released with the paper "),Ni=r("a"),Yb=l("OPT: Open Pre-trained Transformer Language Models"),Jb=l(" by Susan Zhang, Stephen Roller, Naman Goyal, Mikel Artetxe, Moya Chen, Shuohui Chen et al."),Vb=d(),dl=r("li"),mm=r("strong"),ch=r("a"),Kb=l("Pegasus"),Xb=l(" (from Google) released with the paper "),Ci=r("a"),Zb=l("PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization"),Hb=l(" by Jingqing Zhang, Yao Zhao, Mohammad Saleh and Peter J. Liu."),zb=d(),sl=r("li"),pm=r("strong"),fh=r("a"),Ub=l("Perceiver IO"),qb=l(" (from Deepmind) released with the paper "),Bi=r("a"),jb=l("Perceiver IO: A General Architecture for Structured Inputs & Outputs"),Qb=l(" by Andrew Jaegle, Sebastian Borgeaud, Jean-Baptiste Alayrac, Carl Doersch, Catalin Ionescu, David Ding, Skanda Koppula, Daniel Zoran, Andrew Brock, Evan Shelhamer, Olivier H\xE9naff, Matthew M. Botvinick, Andrew Zisserman, Oriol Vinyals, Jo\xE3o Carreira."),$b=d(),hl=r("li"),Dm=r("strong"),uh=r("a"),eS=l("PhoBERT"),tS=l(" (from VinAI Research) released with the paper "),Ii=r("a"),rS=l("PhoBERT: Pre-trained language models for Vietnamese"),aS=l(" by Dat Quoc Nguyen and Anh Tuan Nguyen."),nS=d(),gl=r("li"),ym=r("strong"),vh=r("a"),lS=l("PLBart"),oS=l(" (from UCLA NLP) released with the paper "),xi=r("a"),iS=l("Unified Pre-training for Program Understanding and Generation"),dS=l(" by Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang."),sS=d(),cl=r("li"),Am=r("strong"),Eh=r("a"),hS=l("PoolFormer"),gS=l(" (from Sea AI Labs) released with the paper "),Oi=r("a"),cS=l("MetaFormer is Actually What You Need for Vision"),fS=l(" by Yu, Weihao and Luo, Mi and Zhou, Pan and Si, Chenyang and Zhou, Yichen and Wang, Xinchao and Feng, Jiashi and Yan, Shuicheng."),uS=d(),fl=r("li"),Rm=r("strong"),Th=r("a"),vS=l("ProphetNet"),ES=l(" (from Microsoft Research) released with the paper "),Fi=r("a"),TS=l("ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training"),_S=l(" by Yu Yan, Weizhen Qi, Yeyun Gong, Dayiheng Liu, Nan Duan, Jiusheng Chen, Ruofei Zhang and Ming Zhou."),mS=d(),ul=r("li"),Lm=r("strong"),_h=r("a"),pS=l("QDQBert"),DS=l(" (from NVIDIA) released with the paper "),Wi=r("a"),yS=l("Integer Quantization for Deep Learning Inference: Principles and Empirical Evaluation"),AS=l(" by Hao Wu, Patrick Judd, Xiaojie Zhang, Mikhail Isaev and Paulius Micikevicius."),RS=d(),vl=r("li"),bm=r("strong"),mh=r("a"),LS=l("RAG"),bS=l(" (from Facebook) released with the paper "),Yi=r("a"),SS=l("Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks"),wS=l(" by Patrick Lewis, Ethan Perez, Aleksandara Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich K\xFCttler, Mike Lewis, Wen-tau Yih, Tim Rockt\xE4schel, Sebastian Riedel, Douwe Kiela."),MS=d(),El=r("li"),Sm=r("strong"),ph=r("a"),PS=l("REALM"),GS=l(" (from Google Research) released with the paper "),Ji=r("a"),kS=l("REALM: Retrieval-Augmented Language Model Pre-Training"),NS=l(" by Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat and Ming-Wei Chang."),CS=d(),Tl=r("li"),wm=r("strong"),Dh=r("a"),BS=l("Reformer"),IS=l(" (from Google Research) released with the paper "),Vi=r("a"),xS=l("Reformer: The Efficient Transformer"),OS=l(" by Nikita Kitaev, \u0141ukasz Kaiser, Anselm Levskaya."),FS=d(),_l=r("li"),Mm=r("strong"),yh=r("a"),WS=l("RegNet"),YS=l(" (from META Platforms) released with the paper "),Ki=r("a"),JS=l("Designing Network Design Space"),VS=l(" by Ilija Radosavovic, Raj Prateek Kosaraju, Ross Girshick, Kaiming He, Piotr Doll\xE1r."),KS=d(),ml=r("li"),Pm=r("strong"),Ah=r("a"),XS=l("RemBERT"),ZS=l(" (from Google Research) released with the paper "),Xi=r("a"),HS=l("Rethinking embedding coupling in pre-trained language models"),zS=l(" by Hyung Won Chung, Thibault F\xE9vry, Henry Tsai, M. Johnson, Sebastian Ruder."),US=d(),pl=r("li"),Gm=r("strong"),Rh=r("a"),qS=l("ResNet"),jS=l(" (from Microsoft Research) released with the paper "),Zi=r("a"),QS=l("Deep Residual Learning for Image Recognition"),$S=l(" by Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun."),ew=d(),Dl=r("li"),km=r("strong"),Lh=r("a"),tw=l("RoBERTa"),rw=l(" (from Facebook), released together with the paper "),Hi=r("a"),aw=l("RoBERTa: A Robustly Optimized BERT Pretraining Approach"),nw=l(" by Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, Veselin Stoyanov."),lw=d(),yl=r("li"),Nm=r("strong"),bh=r("a"),ow=l("RoFormer"),iw=l(" (from ZhuiyiTechnology), released together with the paper "),zi=r("a"),dw=l("RoFormer: Enhanced Transformer with Rotary Position Embedding"),sw=l(" by Jianlin Su and Yu Lu and Shengfeng Pan and Bo Wen and Yunfeng Liu."),hw=d(),Al=r("li"),Cm=r("strong"),Sh=r("a"),gw=l("SegFormer"),cw=l(" (from NVIDIA) released with the paper "),Ui=r("a"),fw=l("SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers"),uw=l(" by Enze Xie, Wenhai Wang, Zhiding Yu, Anima Anandkumar, Jose M. Alvarez, Ping Luo."),vw=d(),Rl=r("li"),Bm=r("strong"),wh=r("a"),Ew=l("SEW"),Tw=l(" (from ASAPP) released with the paper "),qi=r("a"),_w=l("Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition"),mw=l(" by Felix Wu, Kwangyoun Kim, Jing Pan, Kyu Han, Kilian Q. Weinberger, Yoav Artzi."),pw=d(),Ll=r("li"),Im=r("strong"),Mh=r("a"),Dw=l("SEW-D"),yw=l(" (from ASAPP) released with the paper "),ji=r("a"),Aw=l("Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition"),Rw=l(" by Felix Wu, Kwangyoun Kim, Jing Pan, Kyu Han, Kilian Q. Weinberger, Yoav Artzi."),Lw=d(),bl=r("li"),xm=r("strong"),Ph=r("a"),bw=l("SpeechToTextTransformer"),Sw=l(" (from Facebook), released together with the paper "),Qi=r("a"),ww=l("fairseq S2T: Fast Speech-to-Text Modeling with fairseq"),Mw=l(" by Changhan Wang, Yun Tang, Xutai Ma, Anne Wu, Dmytro Okhonko, Juan Pino."),Pw=d(),Sl=r("li"),Om=r("strong"),Gh=r("a"),Gw=l("SpeechToTextTransformer2"),kw=l(" (from Facebook), released together with the paper "),$i=r("a"),Nw=l("Large-Scale Self- and Semi-Supervised Learning for Speech Translation"),Cw=l(" by Changhan Wang, Anne Wu, Juan Pino, Alexei Baevski, Michael Auli, Alexis Conneau."),Bw=d(),wl=r("li"),Fm=r("strong"),kh=r("a"),Iw=l("Splinter"),xw=l(" (from Tel Aviv University), released together with the paper "),ed=r("a"),Ow=l("Few-Shot Question Answering by Pretraining Span Selection"),Fw=l(" by Ori Ram, Yuval Kirstain, Jonathan Berant, Amir Globerson, Omer Levy."),Ww=d(),Ml=r("li"),Wm=r("strong"),Nh=r("a"),Yw=l("SqueezeBERT"),Jw=l(" (from Berkeley) released with the paper "),td=r("a"),Vw=l("SqueezeBERT: What can computer vision teach NLP about efficient neural networks?"),Kw=l(" by Forrest N. Iandola, Albert E. Shaw, Ravi Krishna, and Kurt W. Keutzer."),Xw=d(),Pl=r("li"),Ym=r("strong"),Ch=r("a"),Zw=l("Swin Transformer"),Hw=l(" (from Microsoft) released with the paper "),rd=r("a"),zw=l("Swin Transformer: Hierarchical Vision Transformer using Shifted Windows"),Uw=l(" by Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo."),qw=d(),Gl=r("li"),Jm=r("strong"),Bh=r("a"),jw=l("T5"),Qw=l(" (from Google AI) released with the paper "),ad=r("a"),$w=l("Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"),eM=l(" by Colin Raffel and Noam Shazeer and Adam Roberts and Katherine Lee and Sharan Narang and Michael Matena and Yanqi Zhou and Wei Li and Peter J. Liu."),tM=d(),kl=r("li"),Vm=r("strong"),Ih=r("a"),rM=l("T5v1.1"),aM=l(" (from Google AI) released in the repository "),nd=r("a"),nM=l("google-research/text-to-text-transfer-transformer"),lM=l(" by Colin Raffel and Noam Shazeer and Adam Roberts and Katherine Lee and Sharan Narang and Michael Matena and Yanqi Zhou and Wei Li and Peter J. Liu."),oM=d(),Nl=r("li"),Km=r("strong"),xh=r("a"),iM=l("TAPAS"),dM=l(" (from Google AI) released with the paper "),ld=r("a"),sM=l("TAPAS: Weakly Supervised Table Parsing via Pre-training"),hM=l(" by Jonathan Herzig, Pawe\u0142 Krzysztof Nowak, Thomas M\xFCller, Francesco Piccinno and Julian Martin Eisenschlos."),gM=d(),Cl=r("li"),Xm=r("strong"),Oh=r("a"),cM=l("TAPEX"),fM=l(" (from Microsoft Research) released with the paper "),od=r("a"),uM=l("TAPEX: Table Pre-training via Learning a Neural SQL Executor"),vM=l(" by Qian Liu, Bei Chen, Jiaqi Guo, Morteza Ziyadi, Zeqi Lin, Weizhu Chen, Jian-Guang Lou."),EM=d(),Bl=r("li"),Zm=r("strong"),Fh=r("a"),TM=l("Trajectory Transformer"),_M=l(" (from the University of California at Berkeley) released with the paper "),id=r("a"),mM=l("Offline Reinforcement Learning as One Big Sequence Modeling Problem"),pM=l(" by Michael Janner, Qiyang Li, Sergey Levine"),DM=d(),Na=r("li"),Hm=r("strong"),Wh=r("a"),yM=l("Transformer-XL"),AM=l(" (from Google/CMU) released with the paper "),dd=r("a"),RM=l("Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context"),LM=l(" by Zihang Dai"),zm=r("em"),bM=l(", Zhilin Yang"),SM=l(", Yiming Yang, Jaime Carbonell, Quoc V. Le, Ruslan Salakhutdinov."),wM=d(),Il=r("li"),Um=r("strong"),Yh=r("a"),MM=l("TrOCR"),PM=l(" (from Microsoft), released together with the paper "),sd=r("a"),GM=l("TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models"),kM=l(" by Minghao Li, Tengchao Lv, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei."),NM=d(),xl=r("li"),qm=r("strong"),Jh=r("a"),CM=l("UniSpeech"),BM=l(" (from Microsoft Research) released with the paper "),hd=r("a"),IM=l("UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data"),xM=l(" by Chengyi Wang, Yu Wu, Yao Qian, Kenichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang."),OM=d(),Ol=r("li"),jm=r("strong"),Vh=r("a"),FM=l("UniSpeechSat"),WM=l(" (from Microsoft Research) released with the paper "),gd=r("a"),YM=l("UNISPEECH-SAT: UNIVERSAL SPEECH REPRESENTATION LEARNING WITH SPEAKER AWARE PRE-TRAINING"),JM=l(" by Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu."),VM=d(),Fl=r("li"),Qm=r("strong"),Kh=r("a"),KM=l("VAN"),XM=l(" (from Tsinghua University and Nankai University) released with the paper "),cd=r("a"),ZM=l("Visual Attention Network"),HM=l(" by Meng-Hao Guo, Cheng-Ze Lu, Zheng-Ning Liu, Ming-Ming Cheng, Shi-Min Hu."),zM=d(),Wl=r("li"),$m=r("strong"),Xh=r("a"),UM=l("ViLT"),qM=l(" (from NAVER AI Lab/Kakao Enterprise/Kakao Brain) released with the paper "),fd=r("a"),jM=l("ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"),QM=l(" by Wonjae Kim, Bokyung Son, Ildoo Kim."),$M=d(),Yl=r("li"),e6=r("strong"),Zh=r("a"),eP=l("Vision Transformer (ViT)"),tP=l(" (from Google AI) released with the paper "),ud=r("a"),rP=l("An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale"),aP=l(" by Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, Neil Houlsby."),nP=d(),Jl=r("li"),t6=r("strong"),Hh=r("a"),lP=l("VisualBERT"),oP=l(" (from UCLA NLP) released with the paper "),vd=r("a"),iP=l("VisualBERT: A Simple and Performant Baseline for Vision and Language"),dP=l(" by Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh, Kai-Wei Chang."),sP=d(),Vl=r("li"),r6=r("strong"),zh=r("a"),hP=l("ViTMAE"),gP=l(" (from Meta AI) released with the paper "),Ed=r("a"),cP=l("Masked Autoencoders Are Scalable Vision Learners"),fP=l(" by Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Doll\xE1r, Ross Girshick."),uP=d(),Kl=r("li"),a6=r("strong"),Uh=r("a"),vP=l("Wav2Vec2"),EP=l(" (from Facebook AI) released with the paper "),Td=r("a"),TP=l("wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations"),_P=l(" by Alexei Baevski, Henry Zhou, Abdelrahman Mohamed, Michael Auli."),mP=d(),Xl=r("li"),n6=r("strong"),qh=r("a"),pP=l("Wav2Vec2Phoneme"),DP=l(" (from Facebook AI) released with the paper "),_d=r("a"),yP=l("Simple and Effective Zero-shot Cross-lingual Phoneme Recognition"),AP=l(" by Qiantong Xu, Alexei Baevski, Michael Auli."),RP=d(),Zl=r("li"),l6=r("strong"),jh=r("a"),LP=l("WavLM"),bP=l(" (from Microsoft Research) released with the paper "),md=r("a"),SP=l("WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing"),wP=l(" by Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Furu Wei."),MP=d(),Hl=r("li"),o6=r("strong"),Qh=r("a"),PP=l("XGLM"),GP=l(" (From Facebook AI) released with the paper "),pd=r("a"),kP=l("Few-shot Learning with Multilingual Language Models"),NP=l(" by Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tianlu Wang, Shuohui Chen, Daniel Simig, Myle Ott, Naman Goyal, Shruti Bhosale, Jingfei Du, Ramakanth Pasunuru, Sam Shleifer, Punit Singh Koura, Vishrav Chaudhary, Brian O\u2019Horo, Jeff Wang, Luke Zettlemoyer, Zornitsa Kozareva, Mona Diab, Veselin Stoyanov, Xian Li."),CP=d(),zl=r("li"),i6=r("strong"),$h=r("a"),BP=l("XLM"),IP=l(" (from Facebook) released together with the paper "),Dd=r("a"),xP=l("Cross-lingual Language Model Pretraining"),OP=l(" by Guillaume Lample and Alexis Conneau."),FP=d(),Ul=r("li"),d6=r("strong"),eg=r("a"),WP=l("XLM-ProphetNet"),YP=l(" (from Microsoft Research) released with the paper "),yd=r("a"),JP=l("ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training"),VP=l(" by Yu Yan, Weizhen Qi, Yeyun Gong, Dayiheng Liu, Nan Duan, Jiusheng Chen, Ruofei Zhang and Ming Zhou."),KP=d(),Ca=r("li"),s6=r("strong"),tg=r("a"),XP=l("XLM-RoBERTa"),ZP=l(" (from Facebook AI), released together with the paper "),Ad=r("a"),HP=l("Unsupervised Cross-lingual Representation Learning at Scale"),zP=l(" by Alexis Conneau"),h6=r("em"),UP=l(", Kartikay Khandelwal"),qP=l(", Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzm\xE1n, Edouard Grave, Myle Ott, Luke Zettlemoyer and Veselin Stoyanov."),jP=d(),ql=r("li"),g6=r("strong"),rg=r("a"),QP=l("XLM-RoBERTa-XL"),$P=l(" (from Facebook AI), released together with the paper "),Rd=r("a"),eG=l("Larger-Scale Transformers for Multilingual Masked Language Modeling"),tG=l(" by Naman Goyal, Jingfei Du, Myle Ott, Giri Anantharaman, Alexis Conneau."),rG=d(),Ba=r("li"),c6=r("strong"),ag=r("a"),aG=l("XLNet"),nG=l(" (from Google/CMU) released with the paper "),Ld=r("a"),lG=l("\u200BXLNet: Generalized Autoregressive Pretraining for Language Understanding"),oG=l(" by Zhilin Yang"),f6=r("em"),iG=l(", Zihang Dai"),dG=l(", Yiming Yang, Jaime Carbonell, Ruslan Salakhutdinov, Quoc V. Le."),sG=d(),jl=r("li"),u6=r("strong"),ng=r("a"),hG=l("XLS-R"),gG=l(" (from Facebook AI) released with the paper "),bd=r("a"),cG=l("XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale"),fG=l(" by Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli."),uG=d(),Ql=r("li"),v6=r("strong"),lg=r("a"),vG=l("XLSR-Wav2Vec2"),EG=l(" (from Facebook AI) released with the paper "),Sd=r("a"),TG=l("Unsupervised Cross-Lingual Representation Learning For Speech Recognition"),_G=l(" by Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli."),mG=d(),$l=r("li"),E6=r("strong"),og=r("a"),pG=l("YOLOS"),DG=l(" (from Huazhong University of Science & Technology) released with the paper "),wd=r("a"),yG=l("You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection"),AG=l(" by Yuxin Fang, Bencheng Liao, Xinggang Wang, Jiemin Fang, Jiyang Qi, Rui Wu, Jianwei Niu, Wenyu Liu."),RG=d(),eo=r("li"),T6=r("strong"),ig=r("a"),LG=l("YOSO"),bG=l(" (from the University of Wisconsin - Madison) released with the paper "),Md=r("a"),SG=l("You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling"),wG=l(" by Zhanpeng Zeng, Yunyang Xiong, Sathya N. Ravi, Shailesh Acharya, Glenn Fung, Vikas Singh."),H9=d(),Ka=r("h3"),to=r("a"),_6=r("span"),L9(Pd.$$.fragment),MG=d(),m6=r("span"),PG=l("Supported frameworks"),z9=d(),dg=r("p"),GG=l(`The table below represents the current support in the library for each of those models, whether they have a Python
tokenizer (called \u201Cslow\u201D). A \u201Cfast\u201D tokenizer backed by the \u{1F917} Tokenizers library, whether they have support in Jax (via
Flax), PyTorch, and/or TensorFlow.`),U9=d(),ro=r("table"),p6=r("thead"),T=r("tr"),sg=r("th"),kG=l("Model"),NG=d(),hg=r("th"),CG=l("Tokenizer slow"),BG=d(),gg=r("th"),IG=l("Tokenizer fast"),xG=d(),cg=r("th"),OG=l("PyTorch support"),FG=d(),fg=r("th"),WG=l("TensorFlow support"),YG=d(),ug=r("th"),JG=l("Flax Support"),VG=d(),c=r("tbody"),_=r("tr"),vg=r("td"),KG=l("ALBERT"),XG=d(),Eg=r("td"),ZG=l("\u2705"),HG=d(),Tg=r("td"),zG=l("\u2705"),UG=d(),_g=r("td"),qG=l("\u2705"),jG=d(),mg=r("td"),QG=l("\u2705"),$G=d(),pg=r("td"),ek=l("\u2705"),tk=d(),m=r("tr"),Dg=r("td"),rk=l("BART"),ak=d(),yg=r("td"),nk=l("\u2705"),lk=d(),Ag=r("td"),ok=l("\u2705"),ik=d(),Rg=r("td"),dk=l("\u2705"),sk=d(),Lg=r("td"),hk=l("\u2705"),gk=d(),bg=r("td"),ck=l("\u2705"),fk=d(),p=r("tr"),Sg=r("td"),uk=l("BEiT"),vk=d(),wg=r("td"),Ek=l("\u274C"),Tk=d(),Mg=r("td"),_k=l("\u274C"),mk=d(),Pg=r("td"),pk=l("\u2705"),Dk=d(),Gg=r("td"),yk=l("\u274C"),Ak=d(),kg=r("td"),Rk=l("\u2705"),Lk=d(),D=r("tr"),Ng=r("td"),bk=l("BERT"),Sk=d(),Cg=r("td"),wk=l("\u2705"),Mk=d(),Bg=r("td"),Pk=l("\u2705"),Gk=d(),Ig=r("td"),kk=l("\u2705"),Nk=d(),xg=r("td"),Ck=l("\u2705"),Bk=d(),Og=r("td"),Ik=l("\u2705"),xk=d(),y=r("tr"),Fg=r("td"),Ok=l("Bert Generation"),Fk=d(),Wg=r("td"),Wk=l("\u2705"),Yk=d(),Yg=r("td"),Jk=l("\u274C"),Vk=d(),Jg=r("td"),Kk=l("\u2705"),Xk=d(),Vg=r("td"),Zk=l("\u274C"),Hk=d(),Kg=r("td"),zk=l("\u274C"),Uk=d(),A=r("tr"),Xg=r("td"),qk=l("BigBird"),jk=d(),Zg=r("td"),Qk=l("\u2705"),$k=d(),Hg=r("td"),eN=l("\u2705"),tN=d(),zg=r("td"),rN=l("\u2705"),aN=d(),Ug=r("td"),nN=l("\u274C"),lN=d(),qg=r("td"),oN=l("\u2705"),iN=d(),R=r("tr"),jg=r("td"),dN=l("BigBird-Pegasus"),sN=d(),Qg=r("td"),hN=l("\u274C"),gN=d(),$g=r("td"),cN=l("\u274C"),fN=d(),ec=r("td"),uN=l("\u2705"),vN=d(),tc=r("td"),EN=l("\u274C"),TN=d(),rc=r("td"),_N=l("\u274C"),mN=d(),L=r("tr"),ac=r("td"),pN=l("Blenderbot"),DN=d(),nc=r("td"),yN=l("\u2705"),AN=d(),lc=r("td"),RN=l("\u2705"),LN=d(),oc=r("td"),bN=l("\u2705"),SN=d(),ic=r("td"),wN=l("\u2705"),MN=d(),dc=r("td"),PN=l("\u2705"),GN=d(),b=r("tr"),sc=r("td"),kN=l("BlenderbotSmall"),NN=d(),hc=r("td"),CN=l("\u2705"),BN=d(),gc=r("td"),IN=l("\u2705"),xN=d(),cc=r("td"),ON=l("\u2705"),FN=d(),fc=r("td"),WN=l("\u2705"),YN=d(),uc=r("td"),JN=l("\u2705"),VN=d(),S=r("tr"),vc=r("td"),KN=l("CamemBERT"),XN=d(),Ec=r("td"),ZN=l("\u2705"),HN=d(),Tc=r("td"),zN=l("\u2705"),UN=d(),_c=r("td"),qN=l("\u2705"),jN=d(),mc=r("td"),QN=l("\u2705"),$N=d(),pc=r("td"),eC=l("\u274C"),tC=d(),w=r("tr"),Dc=r("td"),rC=l("CANINE"),aC=d(),yc=r("td"),nC=l("\u2705"),lC=d(),Ac=r("td"),oC=l("\u274C"),iC=d(),Rc=r("td"),dC=l("\u2705"),sC=d(),Lc=r("td"),hC=l("\u274C"),gC=d(),bc=r("td"),cC=l("\u274C"),fC=d(),M=r("tr"),Sc=r("td"),uC=l("CLIP"),vC=d(),wc=r("td"),EC=l("\u2705"),TC=d(),Mc=r("td"),_C=l("\u2705"),mC=d(),Pc=r("td"),pC=l("\u2705"),DC=d(),Gc=r("td"),yC=l("\u2705"),AC=d(),kc=r("td"),RC=l("\u2705"),LC=d(),P=r("tr"),Nc=r("td"),bC=l("ConvBERT"),SC=d(),Cc=r("td"),wC=l("\u2705"),MC=d(),Bc=r("td"),PC=l("\u2705"),GC=d(),Ic=r("td"),kC=l("\u2705"),NC=d(),xc=r("td"),CC=l("\u2705"),BC=d(),Oc=r("td"),IC=l("\u274C"),xC=d(),G=r("tr"),Fc=r("td"),OC=l("ConvNeXT"),FC=d(),Wc=r("td"),WC=l("\u274C"),YC=d(),Yc=r("td"),JC=l("\u274C"),VC=d(),Jc=r("td"),KC=l("\u2705"),XC=d(),Vc=r("td"),ZC=l("\u2705"),HC=d(),Kc=r("td"),zC=l("\u274C"),UC=d(),k=r("tr"),Xc=r("td"),qC=l("CTRL"),jC=d(),Zc=r("td"),QC=l("\u2705"),$C=d(),Hc=r("td"),eB=l("\u274C"),tB=d(),zc=r("td"),rB=l("\u2705"),aB=d(),Uc=r("td"),nB=l("\u2705"),lB=d(),qc=r("td"),oB=l("\u274C"),iB=d(),N=r("tr"),jc=r("td"),dB=l("CvT"),sB=d(),Qc=r("td"),hB=l("\u274C"),gB=d(),$c=r("td"),cB=l("\u274C"),fB=d(),e1=r("td"),uB=l("\u2705"),vB=d(),t1=r("td"),EB=l("\u274C"),TB=d(),r1=r("td"),_B=l("\u274C"),mB=d(),C=r("tr"),a1=r("td"),pB=l("Data2VecAudio"),DB=d(),n1=r("td"),yB=l("\u274C"),AB=d(),l1=r("td"),RB=l("\u274C"),LB=d(),o1=r("td"),bB=l("\u2705"),SB=d(),i1=r("td"),wB=l("\u274C"),MB=d(),d1=r("td"),PB=l("\u274C"),GB=d(),B=r("tr"),s1=r("td"),kB=l("Data2VecText"),NB=d(),h1=r("td"),CB=l("\u274C"),BB=d(),g1=r("td"),IB=l("\u274C"),xB=d(),c1=r("td"),OB=l("\u2705"),FB=d(),f1=r("td"),WB=l("\u274C"),YB=d(),u1=r("td"),JB=l("\u274C"),VB=d(),I=r("tr"),v1=r("td"),KB=l("Data2VecVision"),XB=d(),E1=r("td"),ZB=l("\u274C"),HB=d(),T1=r("td"),zB=l("\u274C"),UB=d(),_1=r("td"),qB=l("\u2705"),jB=d(),m1=r("td"),QB=l("\u2705"),$B=d(),p1=r("td"),eI=l("\u274C"),tI=d(),x=r("tr"),D1=r("td"),rI=l("DeBERTa"),aI=d(),y1=r("td"),nI=l("\u2705"),lI=d(),A1=r("td"),oI=l("\u2705"),iI=d(),R1=r("td"),dI=l("\u2705"),sI=d(),L1=r("td"),hI=l("\u2705"),gI=d(),b1=r("td"),cI=l("\u274C"),fI=d(),O=r("tr"),S1=r("td"),uI=l("DeBERTa-v2"),vI=d(),w1=r("td"),EI=l("\u2705"),TI=d(),M1=r("td"),_I=l("\u2705"),mI=d(),P1=r("td"),pI=l("\u2705"),DI=d(),G1=r("td"),yI=l("\u2705"),AI=d(),k1=r("td"),RI=l("\u274C"),LI=d(),F=r("tr"),N1=r("td"),bI=l("Decision Transformer"),SI=d(),C1=r("td"),wI=l("\u274C"),MI=d(),B1=r("td"),PI=l("\u274C"),GI=d(),I1=r("td"),kI=l("\u2705"),NI=d(),x1=r("td"),CI=l("\u274C"),BI=d(),O1=r("td"),II=l("\u274C"),xI=d(),W=r("tr"),F1=r("td"),OI=l("DeiT"),FI=d(),W1=r("td"),WI=l("\u274C"),YI=d(),Y1=r("td"),JI=l("\u274C"),VI=d(),J1=r("td"),KI=l("\u2705"),XI=d(),V1=r("td"),ZI=l("\u274C"),HI=d(),K1=r("td"),zI=l("\u274C"),UI=d(),Y=r("tr"),X1=r("td"),qI=l("DETR"),jI=d(),Z1=r("td"),QI=l("\u274C"),$I=d(),H1=r("td"),ex=l("\u274C"),tx=d(),z1=r("td"),rx=l("\u2705"),ax=d(),U1=r("td"),nx=l("\u274C"),lx=d(),q1=r("td"),ox=l("\u274C"),ix=d(),J=r("tr"),j1=r("td"),dx=l("DistilBERT"),sx=d(),Q1=r("td"),hx=l("\u2705"),gx=d(),$1=r("td"),cx=l("\u2705"),fx=d(),ef=r("td"),ux=l("\u2705"),vx=d(),tf=r("td"),Ex=l("\u2705"),Tx=d(),rf=r("td"),_x=l("\u2705"),mx=d(),V=r("tr"),af=r("td"),px=l("DPR"),Dx=d(),nf=r("td"),yx=l("\u2705"),Ax=d(),lf=r("td"),Rx=l("\u2705"),Lx=d(),of=r("td"),bx=l("\u2705"),Sx=d(),df=r("td"),wx=l("\u2705"),Mx=d(),sf=r("td"),Px=l("\u274C"),Gx=d(),K=r("tr"),hf=r("td"),kx=l("DPT"),Nx=d(),gf=r("td"),Cx=l("\u274C"),Bx=d(),cf=r("td"),Ix=l("\u274C"),xx=d(),ff=r("td"),Ox=l("\u2705"),Fx=d(),uf=r("td"),Wx=l("\u274C"),Yx=d(),vf=r("td"),Jx=l("\u274C"),Vx=d(),X=r("tr"),Ef=r("td"),Kx=l("ELECTRA"),Xx=d(),Tf=r("td"),Zx=l("\u2705"),Hx=d(),_f=r("td"),zx=l("\u2705"),Ux=d(),mf=r("td"),qx=l("\u2705"),jx=d(),pf=r("td"),Qx=l("\u2705"),$x=d(),Df=r("td"),eO=l("\u2705"),tO=d(),Z=r("tr"),yf=r("td"),rO=l("Encoder decoder"),aO=d(),Af=r("td"),nO=l("\u274C"),lO=d(),Rf=r("td"),oO=l("\u274C"),iO=d(),Lf=r("td"),dO=l("\u2705"),sO=d(),bf=r("td"),hO=l("\u2705"),gO=d(),Sf=r("td"),cO=l("\u2705"),fO=d(),H=r("tr"),wf=r("td"),uO=l("FairSeq Machine-Translation"),vO=d(),Mf=r("td"),EO=l("\u2705"),TO=d(),Pf=r("td"),_O=l("\u274C"),mO=d(),Gf=r("td"),pO=l("\u2705"),DO=d(),kf=r("td"),yO=l("\u274C"),AO=d(),Nf=r("td"),RO=l("\u274C"),LO=d(),z=r("tr"),Cf=r("td"),bO=l("FlauBERT"),SO=d(),Bf=r("td"),wO=l("\u2705"),MO=d(),If=r("td"),PO=l("\u274C"),GO=d(),xf=r("td"),kO=l("\u2705"),NO=d(),Of=r("td"),CO=l("\u2705"),BO=d(),Ff=r("td"),IO=l("\u274C"),xO=d(),U=r("tr"),Wf=r("td"),OO=l("FLAVA"),FO=d(),Yf=r("td"),WO=l("\u274C"),YO=d(),Jf=r("td"),JO=l("\u274C"),VO=d(),Vf=r("td"),KO=l("\u2705"),XO=d(),Kf=r("td"),ZO=l("\u274C"),HO=d(),Xf=r("td"),zO=l("\u274C"),UO=d(),q=r("tr"),Zf=r("td"),qO=l("FNet"),jO=d(),Hf=r("td"),QO=l("\u2705"),$O=d(),zf=r("td"),eF=l("\u2705"),tF=d(),Uf=r("td"),rF=l("\u2705"),aF=d(),qf=r("td"),nF=l("\u274C"),lF=d(),jf=r("td"),oF=l("\u274C"),iF=d(),j=r("tr"),Qf=r("td"),dF=l("Funnel Transformer"),sF=d(),$f=r("td"),hF=l("\u2705"),gF=d(),eu=r("td"),cF=l("\u2705"),fF=d(),tu=r("td"),uF=l("\u2705"),vF=d(),ru=r("td"),EF=l("\u2705"),TF=d(),au=r("td"),_F=l("\u274C"),mF=d(),Q=r("tr"),nu=r("td"),pF=l("GLPN"),DF=d(),lu=r("td"),yF=l("\u274C"),AF=d(),ou=r("td"),RF=l("\u274C"),LF=d(),iu=r("td"),bF=l("\u2705"),SF=d(),du=r("td"),wF=l("\u274C"),MF=d(),su=r("td"),PF=l("\u274C"),GF=d(),$=r("tr"),hu=r("td"),kF=l("GPT Neo"),NF=d(),gu=r("td"),CF=l("\u274C"),BF=d(),cu=r("td"),IF=l("\u274C"),xF=d(),fu=r("td"),OF=l("\u2705"),FF=d(),uu=r("td"),WF=l("\u274C"),YF=d(),vu=r("td"),JF=l("\u2705"),VF=d(),ee=r("tr"),Eu=r("td"),KF=l("GPT NeoX"),XF=d(),Tu=r("td"),ZF=l("\u274C"),HF=d(),_u=r("td"),zF=l("\u2705"),UF=d(),mu=r("td"),qF=l("\u2705"),jF=d(),pu=r("td"),QF=l("\u274C"),$F=d(),Du=r("td"),eW=l("\u274C"),tW=d(),te=r("tr"),yu=r("td"),rW=l("GPT-J"),aW=d(),Au=r("td"),nW=l("\u274C"),lW=d(),Ru=r("td"),oW=l("\u274C"),iW=d(),Lu=r("td"),dW=l("\u2705"),sW=d(),bu=r("td"),hW=l("\u2705"),gW=d(),Su=r("td"),cW=l("\u2705"),fW=d(),re=r("tr"),wu=r("td"),uW=l("Hubert"),vW=d(),Mu=r("td"),EW=l("\u274C"),TW=d(),Pu=r("td"),_W=l("\u274C"),mW=d(),Gu=r("td"),pW=l("\u2705"),DW=d(),ku=r("td"),yW=l("\u2705"),AW=d(),Nu=r("td"),RW=l("\u274C"),LW=d(),ae=r("tr"),Cu=r("td"),bW=l("I-BERT"),SW=d(),Bu=r("td"),wW=l("\u274C"),MW=d(),Iu=r("td"),PW=l("\u274C"),GW=d(),xu=r("td"),kW=l("\u2705"),NW=d(),Ou=r("td"),CW=l("\u274C"),BW=d(),Fu=r("td"),IW=l("\u274C"),xW=d(),ne=r("tr"),Wu=r("td"),OW=l("ImageGPT"),FW=d(),Yu=r("td"),WW=l("\u274C"),YW=d(),Ju=r("td"),JW=l("\u274C"),VW=d(),Vu=r("td"),KW=l("\u2705"),XW=d(),Ku=r("td"),ZW=l("\u274C"),HW=d(),Xu=r("td"),zW=l("\u274C"),UW=d(),le=r("tr"),Zu=r("td"),qW=l("LayoutLM"),jW=d(),Hu=r("td"),QW=l("\u2705"),$W=d(),zu=r("td"),eY=l("\u2705"),tY=d(),Uu=r("td"),rY=l("\u2705"),aY=d(),qu=r("td"),nY=l("\u2705"),lY=d(),ju=r("td"),oY=l("\u274C"),iY=d(),oe=r("tr"),Qu=r("td"),dY=l("LayoutLMv2"),sY=d(),$u=r("td"),hY=l("\u2705"),gY=d(),ev=r("td"),cY=l("\u2705"),fY=d(),tv=r("td"),uY=l("\u2705"),vY=d(),rv=r("td"),EY=l("\u274C"),TY=d(),av=r("td"),_Y=l("\u274C"),mY=d(),ie=r("tr"),nv=r("td"),pY=l("LayoutLMv3"),DY=d(),lv=r("td"),yY=l("\u2705"),AY=d(),ov=r("td"),RY=l("\u2705"),LY=d(),iv=r("td"),bY=l("\u2705"),SY=d(),dv=r("td"),wY=l("\u274C"),MY=d(),sv=r("td"),PY=l("\u274C"),GY=d(),de=r("tr"),hv=r("td"),kY=l("LED"),NY=d(),gv=r("td"),CY=l("\u2705"),BY=d(),cv=r("td"),IY=l("\u2705"),xY=d(),fv=r("td"),OY=l("\u2705"),FY=d(),uv=r("td"),WY=l("\u2705"),YY=d(),vv=r("td"),JY=l("\u274C"),VY=d(),se=r("tr"),Ev=r("td"),KY=l("LeViT"),XY=d(),Tv=r("td"),ZY=l("\u274C"),HY=d(),_v=r("td"),zY=l("\u274C"),UY=d(),mv=r("td"),qY=l("\u2705"),jY=d(),pv=r("td"),QY=l("\u274C"),$Y=d(),Dv=r("td"),eJ=l("\u274C"),tJ=d(),he=r("tr"),yv=r("td"),rJ=l("Longformer"),aJ=d(),Av=r("td"),nJ=l("\u2705"),lJ=d(),Rv=r("td"),oJ=l("\u2705"),iJ=d(),Lv=r("td"),dJ=l("\u2705"),sJ=d(),bv=r("td"),hJ=l("\u2705"),gJ=d(),Sv=r("td"),cJ=l("\u274C"),fJ=d(),ge=r("tr"),wv=r("td"),uJ=l("LUKE"),vJ=d(),Mv=r("td"),EJ=l("\u2705"),TJ=d(),Pv=r("td"),_J=l("\u274C"),mJ=d(),Gv=r("td"),pJ=l("\u2705"),DJ=d(),kv=r("td"),yJ=l("\u274C"),AJ=d(),Nv=r("td"),RJ=l("\u274C"),LJ=d(),ce=r("tr"),Cv=r("td"),bJ=l("LXMERT"),SJ=d(),Bv=r("td"),wJ=l("\u2705"),MJ=d(),Iv=r("td"),PJ=l("\u2705"),GJ=d(),xv=r("td"),kJ=l("\u2705"),NJ=d(),Ov=r("td"),CJ=l("\u2705"),BJ=d(),Fv=r("td"),IJ=l("\u274C"),xJ=d(),fe=r("tr"),Wv=r("td"),OJ=l("M2M100"),FJ=d(),Yv=r("td"),WJ=l("\u2705"),YJ=d(),Jv=r("td"),JJ=l("\u274C"),VJ=d(),Vv=r("td"),KJ=l("\u2705"),XJ=d(),Kv=r("td"),ZJ=l("\u274C"),HJ=d(),Xv=r("td"),zJ=l("\u274C"),UJ=d(),ue=r("tr"),Zv=r("td"),qJ=l("Marian"),jJ=d(),Hv=r("td"),QJ=l("\u2705"),$J=d(),zv=r("td"),eV=l("\u274C"),tV=d(),Uv=r("td"),rV=l("\u2705"),aV=d(),qv=r("td"),nV=l("\u2705"),lV=d(),jv=r("td"),oV=l("\u2705"),iV=d(),ve=r("tr"),Qv=r("td"),dV=l("MaskFormer"),sV=d(),$v=r("td"),hV=l("\u274C"),gV=d(),e2=r("td"),cV=l("\u274C"),fV=d(),t2=r("td"),uV=l("\u2705"),vV=d(),r2=r("td"),EV=l("\u274C"),TV=d(),a2=r("td"),_V=l("\u274C"),mV=d(),Ee=r("tr"),n2=r("td"),pV=l("mBART"),DV=d(),l2=r("td"),yV=l("\u2705"),AV=d(),o2=r("td"),RV=l("\u2705"),LV=d(),i2=r("td"),bV=l("\u2705"),SV=d(),d2=r("td"),wV=l("\u2705"),MV=d(),s2=r("td"),PV=l("\u2705"),GV=d(),Te=r("tr"),h2=r("td"),kV=l("Megatron-BERT"),NV=d(),g2=r("td"),CV=l("\u274C"),BV=d(),c2=r("td"),IV=l("\u274C"),xV=d(),f2=r("td"),OV=l("\u2705"),FV=d(),u2=r("td"),WV=l("\u274C"),YV=d(),v2=r("td"),JV=l("\u274C"),VV=d(),_e=r("tr"),E2=r("td"),KV=l("MobileBERT"),XV=d(),T2=r("td"),ZV=l("\u2705"),HV=d(),_2=r("td"),zV=l("\u2705"),UV=d(),m2=r("td"),qV=l("\u2705"),jV=d(),p2=r("td"),QV=l("\u2705"),$V=d(),D2=r("td"),eK=l("\u274C"),tK=d(),me=r("tr"),y2=r("td"),rK=l("MPNet"),aK=d(),A2=r("td"),nK=l("\u2705"),lK=d(),R2=r("td"),oK=l("\u2705"),iK=d(),L2=r("td"),dK=l("\u2705"),sK=d(),b2=r("td"),hK=l("\u2705"),gK=d(),S2=r("td"),cK=l("\u274C"),fK=d(),pe=r("tr"),w2=r("td"),uK=l("MT5"),vK=d(),M2=r("td"),EK=l("\u2705"),TK=d(),P2=r("td"),_K=l("\u2705"),mK=d(),G2=r("td"),pK=l("\u2705"),DK=d(),k2=r("td"),yK=l("\u2705"),AK=d(),N2=r("td"),RK=l("\u2705"),LK=d(),De=r("tr"),C2=r("td"),bK=l("Nystr\xF6mformer"),SK=d(),B2=r("td"),wK=l("\u274C"),MK=d(),I2=r("td"),PK=l("\u274C"),GK=d(),x2=r("td"),kK=l("\u2705"),NK=d(),O2=r("td"),CK=l("\u274C"),BK=d(),F2=r("td"),IK=l("\u274C"),xK=d(),ye=r("tr"),W2=r("td"),OK=l("OpenAI GPT"),FK=d(),Y2=r("td"),WK=l("\u2705"),YK=d(),J2=r("td"),JK=l("\u2705"),VK=d(),V2=r("td"),KK=l("\u2705"),XK=d(),K2=r("td"),ZK=l("\u2705"),HK=d(),X2=r("td"),zK=l("\u274C"),UK=d(),Ae=r("tr"),Z2=r("td"),qK=l("OpenAI GPT-2"),jK=d(),H2=r("td"),QK=l("\u2705"),$K=d(),z2=r("td"),eX=l("\u2705"),tX=d(),U2=r("td"),rX=l("\u2705"),aX=d(),q2=r("td"),nX=l("\u2705"),lX=d(),j2=r("td"),oX=l("\u2705"),iX=d(),Re=r("tr"),Q2=r("td"),dX=l("OPT"),sX=d(),$2=r("td"),hX=l("\u274C"),gX=d(),eE=r("td"),cX=l("\u274C"),fX=d(),tE=r("td"),uX=l("\u2705"),vX=d(),rE=r("td"),EX=l("\u2705"),TX=d(),aE=r("td"),_X=l("\u2705"),mX=d(),Le=r("tr"),nE=r("td"),pX=l("Pegasus"),DX=d(),lE=r("td"),yX=l("\u2705"),AX=d(),oE=r("td"),RX=l("\u2705"),LX=d(),iE=r("td"),bX=l("\u2705"),SX=d(),dE=r("td"),wX=l("\u2705"),MX=d(),sE=r("td"),PX=l("\u2705"),GX=d(),be=r("tr"),hE=r("td"),kX=l("Perceiver"),NX=d(),gE=r("td"),CX=l("\u2705"),BX=d(),cE=r("td"),IX=l("\u274C"),xX=d(),fE=r("td"),OX=l("\u2705"),FX=d(),uE=r("td"),WX=l("\u274C"),YX=d(),vE=r("td"),JX=l("\u274C"),VX=d(),Se=r("tr"),EE=r("td"),KX=l("PLBart"),XX=d(),TE=r("td"),ZX=l("\u2705"),HX=d(),_E=r("td"),zX=l("\u274C"),UX=d(),mE=r("td"),qX=l("\u2705"),jX=d(),pE=r("td"),QX=l("\u274C"),$X=d(),DE=r("td"),eZ=l("\u274C"),tZ=d(),we=r("tr"),yE=r("td"),rZ=l("PoolFormer"),aZ=d(),AE=r("td"),nZ=l("\u274C"),lZ=d(),RE=r("td"),oZ=l("\u274C"),iZ=d(),LE=r("td"),dZ=l("\u2705"),sZ=d(),bE=r("td"),hZ=l("\u274C"),gZ=d(),SE=r("td"),cZ=l("\u274C"),fZ=d(),Me=r("tr"),wE=r("td"),uZ=l("ProphetNet"),vZ=d(),ME=r("td"),EZ=l("\u2705"),TZ=d(),PE=r("td"),_Z=l("\u274C"),mZ=d(),GE=r("td"),pZ=l("\u2705"),DZ=d(),kE=r("td"),yZ=l("\u274C"),AZ=d(),NE=r("td"),RZ=l("\u274C"),LZ=d(),Pe=r("tr"),CE=r("td"),bZ=l("QDQBert"),SZ=d(),BE=r("td"),wZ=l("\u274C"),MZ=d(),IE=r("td"),PZ=l("\u274C"),GZ=d(),xE=r("td"),kZ=l("\u2705"),NZ=d(),OE=r("td"),CZ=l("\u274C"),BZ=d(),FE=r("td"),IZ=l("\u274C"),xZ=d(),Ge=r("tr"),WE=r("td"),OZ=l("RAG"),FZ=d(),YE=r("td"),WZ=l("\u2705"),YZ=d(),JE=r("td"),JZ=l("\u274C"),VZ=d(),VE=r("td"),KZ=l("\u2705"),XZ=d(),KE=r("td"),ZZ=l("\u2705"),HZ=d(),XE=r("td"),zZ=l("\u274C"),UZ=d(),ke=r("tr"),ZE=r("td"),qZ=l("REALM"),jZ=d(),HE=r("td"),QZ=l("\u2705"),$Z=d(),zE=r("td"),eH=l("\u2705"),tH=d(),UE=r("td"),rH=l("\u2705"),aH=d(),qE=r("td"),nH=l("\u274C"),lH=d(),jE=r("td"),oH=l("\u274C"),iH=d(),Ne=r("tr"),QE=r("td"),dH=l("Reformer"),sH=d(),$E=r("td"),hH=l("\u2705"),gH=d(),eT=r("td"),cH=l("\u2705"),fH=d(),tT=r("td"),uH=l("\u2705"),vH=d(),rT=r("td"),EH=l("\u274C"),TH=d(),aT=r("td"),_H=l("\u274C"),mH=d(),Ce=r("tr"),nT=r("td"),pH=l("RegNet"),DH=d(),lT=r("td"),yH=l("\u274C"),AH=d(),oT=r("td"),RH=l("\u274C"),LH=d(),iT=r("td"),bH=l("\u2705"),SH=d(),dT=r("td"),wH=l("\u274C"),MH=d(),sT=r("td"),PH=l("\u274C"),GH=d(),Be=r("tr"),hT=r("td"),kH=l("RemBERT"),NH=d(),gT=r("td"),CH=l("\u2705"),BH=d(),cT=r("td"),IH=l("\u2705"),xH=d(),fT=r("td"),OH=l("\u2705"),FH=d(),uT=r("td"),WH=l("\u2705"),YH=d(),vT=r("td"),JH=l("\u274C"),VH=d(),Ie=r("tr"),ET=r("td"),KH=l("ResNet"),XH=d(),TT=r("td"),ZH=l("\u274C"),HH=d(),_T=r("td"),zH=l("\u274C"),UH=d(),mT=r("td"),qH=l("\u2705"),jH=d(),pT=r("td"),QH=l("\u274C"),$H=d(),DT=r("td"),ez=l("\u274C"),tz=d(),xe=r("tr"),yT=r("td"),rz=l("RetriBERT"),az=d(),AT=r("td"),nz=l("\u2705"),lz=d(),RT=r("td"),oz=l("\u2705"),iz=d(),LT=r("td"),dz=l("\u2705"),sz=d(),bT=r("td"),hz=l("\u274C"),gz=d(),ST=r("td"),cz=l("\u274C"),fz=d(),Oe=r("tr"),wT=r("td"),uz=l("RoBERTa"),vz=d(),MT=r("td"),Ez=l("\u2705"),Tz=d(),PT=r("td"),_z=l("\u2705"),mz=d(),GT=r("td"),pz=l("\u2705"),Dz=d(),kT=r("td"),yz=l("\u2705"),Az=d(),NT=r("td"),Rz=l("\u2705"),Lz=d(),Fe=r("tr"),CT=r("td"),bz=l("RoFormer"),Sz=d(),BT=r("td"),wz=l("\u2705"),Mz=d(),IT=r("td"),Pz=l("\u2705"),Gz=d(),xT=r("td"),kz=l("\u2705"),Nz=d(),OT=r("td"),Cz=l("\u2705"),Bz=d(),FT=r("td"),Iz=l("\u2705"),xz=d(),We=r("tr"),WT=r("td"),Oz=l("SegFormer"),Fz=d(),YT=r("td"),Wz=l("\u274C"),Yz=d(),JT=r("td"),Jz=l("\u274C"),Vz=d(),VT=r("td"),Kz=l("\u2705"),Xz=d(),KT=r("td"),Zz=l("\u274C"),Hz=d(),XT=r("td"),zz=l("\u274C"),Uz=d(),Ye=r("tr"),ZT=r("td"),qz=l("SEW"),jz=d(),HT=r("td"),Qz=l("\u274C"),$z=d(),zT=r("td"),eU=l("\u274C"),tU=d(),UT=r("td"),rU=l("\u2705"),aU=d(),qT=r("td"),nU=l("\u274C"),lU=d(),jT=r("td"),oU=l("\u274C"),iU=d(),Je=r("tr"),QT=r("td"),dU=l("SEW-D"),sU=d(),$T=r("td"),hU=l("\u274C"),gU=d(),e_=r("td"),cU=l("\u274C"),fU=d(),t_=r("td"),uU=l("\u2705"),vU=d(),r_=r("td"),EU=l("\u274C"),TU=d(),a_=r("td"),_U=l("\u274C"),mU=d(),Ve=r("tr"),n_=r("td"),pU=l("Speech Encoder decoder"),DU=d(),l_=r("td"),yU=l("\u274C"),AU=d(),o_=r("td"),RU=l("\u274C"),LU=d(),i_=r("td"),bU=l("\u2705"),SU=d(),d_=r("td"),wU=l("\u274C"),MU=d(),s_=r("td"),PU=l("\u2705"),GU=d(),Ke=r("tr"),h_=r("td"),kU=l("Speech2Text"),NU=d(),g_=r("td"),CU=l("\u2705"),BU=d(),c_=r("td"),IU=l("\u274C"),xU=d(),f_=r("td"),OU=l("\u2705"),FU=d(),u_=r("td"),WU=l("\u2705"),YU=d(),v_=r("td"),JU=l("\u274C"),VU=d(),Xe=r("tr"),E_=r("td"),KU=l("Speech2Text2"),XU=d(),T_=r("td"),ZU=l("\u2705"),HU=d(),__=r("td"),zU=l("\u274C"),UU=d(),m_=r("td"),qU=l("\u274C"),jU=d(),p_=r("td"),QU=l("\u274C"),$U=d(),D_=r("td"),eq=l("\u274C"),tq=d(),Ze=r("tr"),y_=r("td"),rq=l("Splinter"),aq=d(),A_=r("td"),nq=l("\u2705"),lq=d(),R_=r("td"),oq=l("\u2705"),iq=d(),L_=r("td"),dq=l("\u2705"),sq=d(),b_=r("td"),hq=l("\u274C"),gq=d(),S_=r("td"),cq=l("\u274C"),fq=d(),He=r("tr"),w_=r("td"),uq=l("SqueezeBERT"),vq=d(),M_=r("td"),Eq=l("\u2705"),Tq=d(),P_=r("td"),_q=l("\u2705"),mq=d(),G_=r("td"),pq=l("\u2705"),Dq=d(),k_=r("td"),yq=l("\u274C"),Aq=d(),N_=r("td"),Rq=l("\u274C"),Lq=d(),ze=r("tr"),C_=r("td"),bq=l("Swin Transformer"),Sq=d(),B_=r("td"),wq=l("\u274C"),Mq=d(),I_=r("td"),Pq=l("\u274C"),Gq=d(),x_=r("td"),kq=l("\u2705"),Nq=d(),O_=r("td"),Cq=l("\u2705"),Bq=d(),F_=r("td"),Iq=l("\u274C"),xq=d(),Ue=r("tr"),W_=r("td"),Oq=l("T5"),Fq=d(),Y_=r("td"),Wq=l("\u2705"),Yq=d(),J_=r("td"),Jq=l("\u2705"),Vq=d(),V_=r("td"),Kq=l("\u2705"),Xq=d(),K_=r("td"),Zq=l("\u2705"),Hq=d(),X_=r("td"),zq=l("\u2705"),Uq=d(),qe=r("tr"),Z_=r("td"),qq=l("TAPAS"),jq=d(),H_=r("td"),Qq=l("\u2705"),$q=d(),z_=r("td"),ej=l("\u274C"),tj=d(),U_=r("td"),rj=l("\u2705"),aj=d(),q_=r("td"),nj=l("\u2705"),lj=d(),j_=r("td"),oj=l("\u274C"),ij=d(),je=r("tr"),Q_=r("td"),dj=l("Trajectory Transformer"),sj=d(),$_=r("td"),hj=l("\u274C"),gj=d(),e3=r("td"),cj=l("\u274C"),fj=d(),t3=r("td"),uj=l("\u2705"),vj=d(),r3=r("td"),Ej=l("\u274C"),Tj=d(),a3=r("td"),_j=l("\u274C"),mj=d(),Qe=r("tr"),n3=r("td"),pj=l("Transformer-XL"),Dj=d(),l3=r("td"),yj=l("\u2705"),Aj=d(),o3=r("td"),Rj=l("\u274C"),Lj=d(),i3=r("td"),bj=l("\u2705"),Sj=d(),d3=r("td"),wj=l("\u2705"),Mj=d(),s3=r("td"),Pj=l("\u274C"),Gj=d(),$e=r("tr"),h3=r("td"),kj=l("TrOCR"),Nj=d(),g3=r("td"),Cj=l("\u274C"),Bj=d(),c3=r("td"),Ij=l("\u274C"),xj=d(),f3=r("td"),Oj=l("\u2705"),Fj=d(),u3=r("td"),Wj=l("\u274C"),Yj=d(),v3=r("td"),Jj=l("\u274C"),Vj=d(),et=r("tr"),E3=r("td"),Kj=l("UniSpeech"),Xj=d(),T3=r("td"),Zj=l("\u274C"),Hj=d(),_3=r("td"),zj=l("\u274C"),Uj=d(),m3=r("td"),qj=l("\u2705"),jj=d(),p3=r("td"),Qj=l("\u274C"),$j=d(),D3=r("td"),eQ=l("\u274C"),tQ=d(),tt=r("tr"),y3=r("td"),rQ=l("UniSpeechSat"),aQ=d(),A3=r("td"),nQ=l("\u274C"),lQ=d(),R3=r("td"),oQ=l("\u274C"),iQ=d(),L3=r("td"),dQ=l("\u2705"),sQ=d(),b3=r("td"),hQ=l("\u274C"),gQ=d(),S3=r("td"),cQ=l("\u274C"),fQ=d(),rt=r("tr"),w3=r("td"),uQ=l("VAN"),vQ=d(),M3=r("td"),EQ=l("\u274C"),TQ=d(),P3=r("td"),_Q=l("\u274C"),mQ=d(),G3=r("td"),pQ=l("\u2705"),DQ=d(),k3=r("td"),yQ=l("\u274C"),AQ=d(),N3=r("td"),RQ=l("\u274C"),LQ=d(),at=r("tr"),C3=r("td"),bQ=l("ViLT"),SQ=d(),B3=r("td"),wQ=l("\u274C"),MQ=d(),I3=r("td"),PQ=l("\u274C"),GQ=d(),x3=r("td"),kQ=l("\u2705"),NQ=d(),O3=r("td"),CQ=l("\u274C"),BQ=d(),F3=r("td"),IQ=l("\u274C"),xQ=d(),nt=r("tr"),W3=r("td"),OQ=l("Vision Encoder decoder"),FQ=d(),Y3=r("td"),WQ=l("\u274C"),YQ=d(),J3=r("td"),JQ=l("\u274C"),VQ=d(),V3=r("td"),KQ=l("\u2705"),XQ=d(),K3=r("td"),ZQ=l("\u2705"),HQ=d(),X3=r("td"),zQ=l("\u2705"),UQ=d(),lt=r("tr"),Z3=r("td"),qQ=l("VisionTextDualEncoder"),jQ=d(),H3=r("td"),QQ=l("\u274C"),$Q=d(),z3=r("td"),e$=l("\u274C"),t$=d(),U3=r("td"),r$=l("\u2705"),a$=d(),q3=r("td"),n$=l("\u274C"),l$=d(),j3=r("td"),o$=l("\u2705"),i$=d(),ot=r("tr"),Q3=r("td"),d$=l("VisualBERT"),s$=d(),$3=r("td"),h$=l("\u274C"),g$=d(),e5=r("td"),c$=l("\u274C"),f$=d(),t5=r("td"),u$=l("\u2705"),v$=d(),r5=r("td"),E$=l("\u274C"),T$=d(),a5=r("td"),_$=l("\u274C"),m$=d(),it=r("tr"),n5=r("td"),p$=l("ViT"),D$=d(),l5=r("td"),y$=l("\u274C"),A$=d(),o5=r("td"),R$=l("\u274C"),L$=d(),i5=r("td"),b$=l("\u2705"),S$=d(),d5=r("td"),w$=l("\u2705"),M$=d(),s5=r("td"),P$=l("\u2705"),G$=d(),dt=r("tr"),h5=r("td"),k$=l("ViTMAE"),N$=d(),g5=r("td"),C$=l("\u274C"),B$=d(),c5=r("td"),I$=l("\u274C"),x$=d(),f5=r("td"),O$=l("\u2705"),F$=d(),u5=r("td"),W$=l("\u2705"),Y$=d(),v5=r("td"),J$=l("\u274C"),V$=d(),st=r("tr"),E5=r("td"),K$=l("Wav2Vec2"),X$=d(),T5=r("td"),Z$=l("\u2705"),H$=d(),_5=r("td"),z$=l("\u274C"),U$=d(),m5=r("td"),q$=l("\u2705"),j$=d(),p5=r("td"),Q$=l("\u2705"),$$=d(),D5=r("td"),eee=l("\u2705"),tee=d(),ht=r("tr"),y5=r("td"),ree=l("Wav2Vec2-Conformer"),aee=d(),A5=r("td"),nee=l("\u274C"),lee=d(),R5=r("td"),oee=l("\u274C"),iee=d(),L5=r("td"),dee=l("\u2705"),see=d(),b5=r("td"),hee=l("\u274C"),gee=d(),S5=r("td"),cee=l("\u274C"),fee=d(),gt=r("tr"),w5=r("td"),uee=l("WavLM"),vee=d(),M5=r("td"),Eee=l("\u274C"),Tee=d(),P5=r("td"),_ee=l("\u274C"),mee=d(),G5=r("td"),pee=l("\u2705"),Dee=d(),k5=r("td"),yee=l("\u274C"),Aee=d(),N5=r("td"),Ree=l("\u274C"),Lee=d(),ct=r("tr"),C5=r("td"),bee=l("XGLM"),See=d(),B5=r("td"),wee=l("\u2705"),Mee=d(),I5=r("td"),Pee=l("\u2705"),Gee=d(),x5=r("td"),kee=l("\u2705"),Nee=d(),O5=r("td"),Cee=l("\u274C"),Bee=d(),F5=r("td"),Iee=l("\u2705"),xee=d(),ft=r("tr"),W5=r("td"),Oee=l("XLM"),Fee=d(),Y5=r("td"),Wee=l("\u2705"),Yee=d(),J5=r("td"),Jee=l("\u274C"),Vee=d(),V5=r("td"),Kee=l("\u2705"),Xee=d(),K5=r("td"),Zee=l("\u2705"),Hee=d(),X5=r("td"),zee=l("\u274C"),Uee=d(),ut=r("tr"),Z5=r("td"),qee=l("XLM-ProphetNet"),jee=d(),H5=r("td"),Qee=l("\u2705"),$ee=d(),z5=r("td"),ete=l("\u274C"),tte=d(),U5=r("td"),rte=l("\u2705"),ate=d(),q5=r("td"),nte=l("\u274C"),lte=d(),j5=r("td"),ote=l("\u274C"),ite=d(),vt=r("tr"),Q5=r("td"),dte=l("XLM-RoBERTa"),ste=d(),$5=r("td"),hte=l("\u2705"),gte=d(),e4=r("td"),cte=l("\u2705"),fte=d(),t4=r("td"),ute=l("\u2705"),vte=d(),r4=r("td"),Ete=l("\u2705"),Tte=d(),a4=r("td"),_te=l("\u2705"),mte=d(),Et=r("tr"),n4=r("td"),pte=l("XLM-RoBERTa-XL"),Dte=d(),l4=r("td"),yte=l("\u274C"),Ate=d(),o4=r("td"),Rte=l("\u274C"),Lte=d(),i4=r("td"),bte=l("\u2705"),Ste=d(),d4=r("td"),wte=l("\u274C"),Mte=d(),s4=r("td"),Pte=l("\u274C"),Gte=d(),Tt=r("tr"),h4=r("td"),kte=l("XLNet"),Nte=d(),g4=r("td"),Cte=l("\u2705"),Bte=d(),c4=r("td"),Ite=l("\u2705"),xte=d(),f4=r("td"),Ote=l("\u2705"),Fte=d(),u4=r("td"),Wte=l("\u2705"),Yte=d(),v4=r("td"),Jte=l("\u274C"),Vte=d(),_t=r("tr"),E4=r("td"),Kte=l("YOLOS"),Xte=d(),T4=r("td"),Zte=l("\u274C"),Hte=d(),_4=r("td"),zte=l("\u274C"),Ute=d(),m4=r("td"),qte=l("\u2705"),jte=d(),p4=r("td"),Qte=l("\u274C"),$te=d(),D4=r("td"),ere=l("\u274C"),tre=d(),mt=r("tr"),y4=r("td"),rre=l("YOSO"),are=d(),A4=r("td"),nre=l("\u274C"),lre=d(),R4=r("td"),ore=l("\u274C"),ire=d(),L4=r("td"),dre=l("\u2705"),sre=d(),b4=r("td"),hre=l("\u274C"),gre=d(),S4=r("td"),cre=l("\u274C"),this.h()},l(u){const v=L5e('[data-svelte="svelte-1phssyn"]',document.head);xa=a(v,"META",{name:!0,content:!0}),v.forEach(t),k9=s(u),Oa=a(u,"H1",{class:!0});var j9=n(Oa);Za=a(j9,"A",{id:!0,class:!0,href:!0});var Rre=n(Za);M4=a(Rre,"SPAN",{});var Lre=n(M4);b9(lo.$$.fragment,Lre),Lre.forEach(t),Rre.forEach(t),l7=s(j9),P4=a(j9,"SPAN",{});var bre=n(P4);o7=o(bre,"\u{1F917} Transformers"),bre.forEach(t),j9.forEach(t),N9=s(u),xd=a(u,"P",{});var Sre=n(xd);i7=o(Sre,"State-of-the-art Machine Learning for PyTorch, TensorFlow and JAX."),Sre.forEach(t),C9=s(u),Od=a(u,"P",{});var wre=n(Od);d7=o(wre,"\u{1F917} Transformers provides APIs to easily download and train state-of-the-art pretrained models. Using pretrained models can reduce your compute costs, carbon footprint, and save you time from training a model from scratch. The models can be used across different modalities such as:"),wre.forEach(t),B9=s(u),yt=a(u,"UL",{});var ao=n(yt);G4=a(ao,"LI",{});var Mre=n(G4);s7=o(Mre,"\u{1F4DD} Text: text classification, information extraction, question answering, summarization, translation, and text generation in over 100 languages."),Mre.forEach(t),h7=s(ao),k4=a(ao,"LI",{});var Pre=n(k4);g7=o(Pre,"\u{1F5BC}\uFE0F Images: image classification, object detection, and segmentation."),Pre.forEach(t),c7=s(ao),N4=a(ao,"LI",{});var Gre=n(N4);f7=o(Gre,"\u{1F5E3}\uFE0F Audio: speech recognition and audio classification."),Gre.forEach(t),u7=s(ao),C4=a(ao,"LI",{});var kre=n(C4);v7=o(kre,"\u{1F419} Multimodal: table question answering, optical character recognition, information extraction from scanned documents, video classification, and visual question answering."),kre.forEach(t),ao.forEach(t),I9=s(u),At=a(u,"P",{});var no=n(At);E7=o(no,"Our library supports seamless integration between three of the most popular deep learning libraries: "),oo=a(no,"A",{href:!0,rel:!0});var Nre=n(oo);T7=o(Nre,"PyTorch"),Nre.forEach(t),_7=o(no,", "),io=a(no,"A",{href:!0,rel:!0});var Cre=n(io);m7=o(Cre,"TensorFlow"),Cre.forEach(t),p7=o(no," and "),so=a(no,"A",{href:!0,rel:!0});var Bre=n(so);D7=o(Bre,"JAX"),Bre.forEach(t),y7=o(no,". Train your model in three lines of code in one framework, and load it for inference with another."),no.forEach(t),x9=s(u),Fd=a(u,"P",{});var Ire=n(Fd);A7=o(Ire,"Each \u{1F917} Transformers architecture is defined in a standalone Python module so they can be easily customized for research and experiments."),Ire.forEach(t),O9=s(u),Fa=a(u,"H2",{class:!0});var Q9=n(Fa);Ha=a(Q9,"A",{id:!0,class:!0,href:!0});var xre=n(Ha);B4=a(xre,"SPAN",{});var Ore=n(B4);b9(ho.$$.fragment,Ore),Ore.forEach(t),xre.forEach(t),R7=s(Q9),I4=a(Q9,"SPAN",{});var Fre=n(I4);L7=o(Fre,"If you are looking for custom support from the Hugging Face team"),Fre.forEach(t),Q9.forEach(t),F9=s(u),Wa=a(u,"A",{target:!0,href:!0});var fre=n(Wa);Ma=a(fre,"IMG",{alt:!0,src:!0,style:!0}),b7=s(fre),fre.forEach(t),W9=a(u,"BR",{}),Y9=s(u),Ya=a(u,"H2",{class:!0});var $9=n(Ya);za=a($9,"A",{id:!0,class:!0,href:!0});var Wre=n(za);x4=a(Wre,"SPAN",{});var Yre=n(x4);b9(go.$$.fragment,Yre),Yre.forEach(t),Wre.forEach(t),S7=s($9),O4=a($9,"SPAN",{});var Jre=n(O4);w7=o(Jre,"Contents"),Jre.forEach(t),$9.forEach(t),J9=s(u),Wd=a(u,"P",{});var Vre=n(Wd);M7=o(Vre,"The documentation is organized in five parts:"),Vre.forEach(t),V9=s(u),pt=a(u,"UL",{});var Ia=n(pt);F4=a(Ia,"LI",{});var Kre=n(F4);Yd=a(Kre,"P",{});var ure=n(Yd);W4=a(ure,"STRONG",{});var Xre=n(W4);P7=o(Xre,"GET STARTED"),Xre.forEach(t),G7=o(ure," contains a quick tour and installation instructions to get up and running with \u{1F917} Transformers."),ure.forEach(t),Kre.forEach(t),k7=s(Ia),Y4=a(Ia,"LI",{});var Zre=n(Y4);Jd=a(Zre,"P",{});var vre=n(Jd);J4=a(vre,"STRONG",{});var Hre=n(J4);N7=o(Hre,"TUTORIALS"),Hre.forEach(t),C7=o(vre," are a great place to begin if you are new to our library. This section will help you gain the basic skills you need to start using \u{1F917} Transformers."),vre.forEach(t),Zre.forEach(t),B7=s(Ia),V4=a(Ia,"LI",{});var zre=n(V4);Vd=a(zre,"P",{});var Ere=n(Vd);K4=a(Ere,"STRONG",{});var Ure=n(K4);I7=o(Ure,"HOW-TO GUIDES"),Ure.forEach(t),x7=o(Ere," will show you how to achieve a specific goal like fine-tuning a pretrained model for language modeling or how to create a custom model head."),Ere.forEach(t),zre.forEach(t),O7=s(Ia),X4=a(Ia,"LI",{});var qre=n(X4);Kd=a(qre,"P",{});var Tre=n(Kd);Z4=a(Tre,"STRONG",{});var jre=n(Z4);F7=o(jre,"CONCEPTUAL GUIDES"),jre.forEach(t),W7=o(Tre," provides more discussion and explanation of the underlying concepts and ideas behind models, tasks, and the design philosophy of \u{1F917} Transformers."),Tre.forEach(t),qre.forEach(t),Y7=s(Ia),co=a(Ia,"LI",{});var e7=n(co);Xd=a(e7,"P",{});var _re=n(Xd);H4=a(_re,"STRONG",{});var Qre=n(H4);J7=o(Qre,"API"),Qre.forEach(t),V7=o(_re," describes each class and function, grouped in:"),_re.forEach(t),K7=s(e7),Ja=a(e7,"UL",{});var w4=n(Ja);Zd=a(w4,"LI",{});var mre=n(Zd);z4=a(mre,"STRONG",{});var $re=n(z4);X7=o($re,"MAIN CLASSES"),$re.forEach(t),Z7=o(mre," for the main classes exposing the important APIs of the library."),mre.forEach(t),H7=s(w4),Hd=a(w4,"LI",{});var pre=n(Hd);U4=a(pre,"STRONG",{});var eae=n(U4);z7=o(eae,"MODELS"),eae.forEach(t),U7=o(pre," for the classes and functions related to each model implemented in the library."),pre.forEach(t),q7=s(w4),zd=a(w4,"LI",{});var Dre=n(zd);q4=a(Dre,"STRONG",{});var tae=n(q4);j7=o(tae,"INTERNAL HELPERS"),tae.forEach(t),Q7=o(Dre," for the classes and functions we use internally."),Dre.forEach(t),w4.forEach(t),e7.forEach(t),Ia.forEach(t),K9=s(u),Ud=a(u,"P",{});var rae=n(Ud);$7=o(rae,"The library currently contains JAX, PyTorch and TensorFlow implementations, pretrained model weights, usage scripts and conversion utilities for the following models."),rae.forEach(t),X9=s(u),Va=a(u,"H3",{class:!0});var t7=n(Va);Ua=a(t7,"A",{id:!0,class:!0,href:!0});var aae=n(Ua);j4=a(aae,"SPAN",{});var nae=n(j4);b9(fo.$$.fragment,nae),nae.forEach(t),aae.forEach(t),e8=s(t7),Q4=a(t7,"SPAN",{});var lae=n(Q4);t8=o(lae,"Supported models"),lae.forEach(t),t7.forEach(t),Z9=s(u),h=a(u,"OL",{});var g=n(h);qa=a(g,"LI",{});var D6=n(qa);$4=a(D6,"STRONG",{});var oae=n($4);qd=a(oae,"A",{href:!0});var iae=n(qd);r8=o(iae,"ALBERT"),iae.forEach(t),oae.forEach(t),a8=o(D6," (from Google Research and the Toyota Technological Institute at Chicago) released with the paper "),uo=a(D6,"A",{href:!0,rel:!0});var dae=n(uo);n8=o(dae,"ALBERT: A Lite BERT for Self-supervised Learning of Language Representations"),dae.forEach(t),l8=o(D6,", by Zhenzhong Lan, Mingda Chen, Sebastian Goodman, Kevin Gimpel, Piyush Sharma, Radu Soricut."),D6.forEach(t),o8=s(g),ja=a(g,"LI",{});var y6=n(ja);e0=a(y6,"STRONG",{});var sae=n(e0);jd=a(sae,"A",{href:!0});var hae=n(jd);i8=o(hae,"BART"),hae.forEach(t),sae.forEach(t),d8=o(y6," (from Facebook) released with the paper "),vo=a(y6,"A",{href:!0,rel:!0});var gae=n(vo);s8=o(gae,"BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension"),gae.forEach(t),h8=o(y6," by Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Ves Stoyanov and Luke Zettlemoyer."),y6.forEach(t),g8=s(g),Qa=a(g,"LI",{});var A6=n(Qa);t0=a(A6,"STRONG",{});var cae=n(t0);Qd=a(cae,"A",{href:!0});var fae=n(Qd);c8=o(fae,"BARThez"),fae.forEach(t),cae.forEach(t),f8=o(A6," (from \xC9cole polytechnique) released with the paper "),Eo=a(A6,"A",{href:!0,rel:!0});var uae=n(Eo);u8=o(uae,"BARThez: a Skilled Pretrained French Sequence-to-Sequence Model"),uae.forEach(t),v8=o(A6," by Moussa Kamal Eddine, Antoine J.-P. Tixier, Michalis Vazirgiannis."),A6.forEach(t),E8=s(g),$a=a(g,"LI",{});var R6=n($a);r0=a(R6,"STRONG",{});var vae=n(r0);$d=a(vae,"A",{href:!0});var Eae=n($d);T8=o(Eae,"BARTpho"),Eae.forEach(t),vae.forEach(t),_8=o(R6," (from VinAI Research) released with the paper "),To=a(R6,"A",{href:!0,rel:!0});var Tae=n(To);m8=o(Tae,"BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese"),Tae.forEach(t),p8=o(R6," by Nguyen Luong Tran, Duong Minh Le and Dat Quoc Nguyen."),R6.forEach(t),D8=s(g),en=a(g,"LI",{});var L6=n(en);a0=a(L6,"STRONG",{});var _ae=n(a0);es=a(_ae,"A",{href:!0});var mae=n(es);y8=o(mae,"BEiT"),mae.forEach(t),_ae.forEach(t),A8=o(L6," (from Microsoft) released with the paper "),_o=a(L6,"A",{href:!0,rel:!0});var pae=n(_o);R8=o(pae,"BEiT: BERT Pre-Training of Image Transformers"),pae.forEach(t),L8=o(L6," by Hangbo Bao, Li Dong, Furu Wei."),L6.forEach(t),b8=s(g),tn=a(g,"LI",{});var b6=n(tn);n0=a(b6,"STRONG",{});var Dae=n(n0);ts=a(Dae,"A",{href:!0});var yae=n(ts);S8=o(yae,"BERT"),yae.forEach(t),Dae.forEach(t),w8=o(b6," (from Google) released with the paper "),mo=a(b6,"A",{href:!0,rel:!0});var Aae=n(mo);M8=o(Aae,"BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"),Aae.forEach(t),P8=o(b6," by Jacob Devlin, Ming-Wei Chang, Kenton Lee and Kristina Toutanova."),b6.forEach(t),G8=s(g),rn=a(g,"LI",{});var S6=n(rn);l0=a(S6,"STRONG",{});var Rae=n(l0);rs=a(Rae,"A",{href:!0});var Lae=n(rs);k8=o(Lae,"BERT For Sequence Generation"),Lae.forEach(t),Rae.forEach(t),N8=o(S6," (from Google) released with the paper "),po=a(S6,"A",{href:!0,rel:!0});var bae=n(po);C8=o(bae,"Leveraging Pre-trained Checkpoints for Sequence Generation Tasks"),bae.forEach(t),B8=o(S6," by Sascha Rothe, Shashi Narayan, Aliaksei Severyn."),S6.forEach(t),I8=s(g),an=a(g,"LI",{});var w6=n(an);o0=a(w6,"STRONG",{});var Sae=n(o0);as=a(Sae,"A",{href:!0});var wae=n(as);x8=o(wae,"BERTweet"),wae.forEach(t),Sae.forEach(t),O8=o(w6," (from VinAI Research) released with the paper "),Do=a(w6,"A",{href:!0,rel:!0});var Mae=n(Do);F8=o(Mae,"BERTweet: A pre-trained language model for English Tweets"),Mae.forEach(t),W8=o(w6," by Dat Quoc Nguyen, Thanh Vu and Anh Tuan Nguyen."),w6.forEach(t),Y8=s(g),nn=a(g,"LI",{});var M6=n(nn);i0=a(M6,"STRONG",{});var Pae=n(i0);ns=a(Pae,"A",{href:!0});var Gae=n(ns);J8=o(Gae,"BigBird-Pegasus"),Gae.forEach(t),Pae.forEach(t),V8=o(M6," (from Google Research) released with the paper "),yo=a(M6,"A",{href:!0,rel:!0});var kae=n(yo);K8=o(kae,"Big Bird: Transformers for Longer Sequences"),kae.forEach(t),X8=o(M6," by Manzil Zaheer, Guru Guruganesh, Avinava Dubey, Joshua Ainslie, Chris Alberti, Santiago Ontanon, Philip Pham, Anirudh Ravula, Qifan Wang, Li Yang, Amr Ahmed."),M6.forEach(t),Z8=s(g),ln=a(g,"LI",{});var P6=n(ln);d0=a(P6,"STRONG",{});var Nae=n(d0);ls=a(Nae,"A",{href:!0});var Cae=n(ls);H8=o(Cae,"BigBird-RoBERTa"),Cae.forEach(t),Nae.forEach(t),z8=o(P6," (from Google Research) released with the paper "),Ao=a(P6,"A",{href:!0,rel:!0});var Bae=n(Ao);U8=o(Bae,"Big Bird: Transformers for Longer Sequences"),Bae.forEach(t),q8=o(P6," by Manzil Zaheer, Guru Guruganesh, Avinava Dubey, Joshua Ainslie, Chris Alberti, Santiago Ontanon, Philip Pham, Anirudh Ravula, Qifan Wang, Li Yang, Amr Ahmed."),P6.forEach(t),j8=s(g),on=a(g,"LI",{});var G6=n(on);s0=a(G6,"STRONG",{});var Iae=n(s0);os=a(Iae,"A",{href:!0});var xae=n(os);Q8=o(xae,"Blenderbot"),xae.forEach(t),Iae.forEach(t),$8=o(G6," (from Facebook) released with the paper "),Ro=a(G6,"A",{href:!0,rel:!0});var Oae=n(Ro);eD=o(Oae,"Recipes for building an open-domain chatbot"),Oae.forEach(t),tD=o(G6," by Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Kurt Shuster, Eric M. Smith, Y-Lan Boureau, Jason Weston."),G6.forEach(t),rD=s(g),dn=a(g,"LI",{});var k6=n(dn);h0=a(k6,"STRONG",{});var Fae=n(h0);is=a(Fae,"A",{href:!0});var Wae=n(is);aD=o(Wae,"BlenderbotSmall"),Wae.forEach(t),Fae.forEach(t),nD=o(k6," (from Facebook) released with the paper "),Lo=a(k6,"A",{href:!0,rel:!0});var Yae=n(Lo);lD=o(Yae,"Recipes for building an open-domain chatbot"),Yae.forEach(t),oD=o(k6," by Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Kurt Shuster, Eric M. Smith, Y-Lan Boureau, Jason Weston."),k6.forEach(t),iD=s(g),sn=a(g,"LI",{});var N6=n(sn);g0=a(N6,"STRONG",{});var Jae=n(g0);ds=a(Jae,"A",{href:!0});var Vae=n(ds);dD=o(Vae,"BORT"),Vae.forEach(t),Jae.forEach(t),sD=o(N6," (from Alexa) released with the paper "),bo=a(N6,"A",{href:!0,rel:!0});var Kae=n(bo);hD=o(Kae,"Optimal Subarchitecture Extraction For BERT"),Kae.forEach(t),gD=o(N6," by Adrian de Wynter and Daniel J. Perry."),N6.forEach(t),cD=s(g),hn=a(g,"LI",{});var C6=n(hn);c0=a(C6,"STRONG",{});var Xae=n(c0);ss=a(Xae,"A",{href:!0});var Zae=n(ss);fD=o(Zae,"ByT5"),Zae.forEach(t),Xae.forEach(t),uD=o(C6," (from Google Research) released with the paper "),So=a(C6,"A",{href:!0,rel:!0});var Hae=n(So);vD=o(Hae,"ByT5: Towards a token-free future with pre-trained byte-to-byte models"),Hae.forEach(t),ED=o(C6," by Linting Xue, Aditya Barua, Noah Constant, Rami Al-Rfou, Sharan Narang, Mihir Kale, Adam Roberts, Colin Raffel."),C6.forEach(t),TD=s(g),Pa=a(g,"LI",{});var Gd=n(Pa);f0=a(Gd,"STRONG",{});var zae=n(f0);hs=a(zae,"A",{href:!0});var Uae=n(hs);_D=o(Uae,"CamemBERT"),Uae.forEach(t),zae.forEach(t),mD=o(Gd," (from Inria/Facebook/Sorbonne) released with the paper "),wo=a(Gd,"A",{href:!0,rel:!0});var qae=n(wo);pD=o(qae,"CamemBERT: a Tasty French Language Model"),qae.forEach(t),DD=o(Gd," by Louis Martin"),u0=a(Gd,"EM",{});var jae=n(u0);yD=o(jae,", Benjamin Muller"),jae.forEach(t),AD=o(Gd,", Pedro Javier Ortiz Su\xE1rez*, Yoann Dupont, Laurent Romary, \xC9ric Villemonte de la Clergerie, Djam\xE9 Seddah and Beno\xEEt Sagot."),Gd.forEach(t),RD=s(g),gn=a(g,"LI",{});var B6=n(gn);v0=a(B6,"STRONG",{});var Qae=n(v0);gs=a(Qae,"A",{href:!0});var $ae=n(gs);LD=o($ae,"CANINE"),$ae.forEach(t),Qae.forEach(t),bD=o(B6," (from Google Research) released with the paper "),Mo=a(B6,"A",{href:!0,rel:!0});var ene=n(Mo);SD=o(ene,"CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation"),ene.forEach(t),wD=o(B6," by Jonathan H. Clark, Dan Garrette, Iulia Turc, John Wieting."),B6.forEach(t),MD=s(g),cn=a(g,"LI",{});var I6=n(cn);E0=a(I6,"STRONG",{});var tne=n(E0);cs=a(tne,"A",{href:!0});var rne=n(cs);PD=o(rne,"CLIP"),rne.forEach(t),tne.forEach(t),GD=o(I6," (from OpenAI) released with the paper "),Po=a(I6,"A",{href:!0,rel:!0});var ane=n(Po);kD=o(ane,"Learning Transferable Visual Models From Natural Language Supervision"),ane.forEach(t),ND=o(I6," by Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, Gretchen Krueger, Ilya Sutskever."),I6.forEach(t),CD=s(g),fn=a(g,"LI",{});var x6=n(fn);T0=a(x6,"STRONG",{});var nne=n(T0);fs=a(nne,"A",{href:!0});var lne=n(fs);BD=o(lne,"ConvBERT"),lne.forEach(t),nne.forEach(t),ID=o(x6," (from YituTech) released with the paper "),Go=a(x6,"A",{href:!0,rel:!0});var one=n(Go);xD=o(one,"ConvBERT: Improving BERT with Span-based Dynamic Convolution"),one.forEach(t),OD=o(x6," by Zihang Jiang, Weihao Yu, Daquan Zhou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan."),x6.forEach(t),FD=s(g),un=a(g,"LI",{});var O6=n(un);_0=a(O6,"STRONG",{});var ine=n(_0);us=a(ine,"A",{href:!0});var dne=n(us);WD=o(dne,"ConvNeXT"),dne.forEach(t),ine.forEach(t),YD=o(O6," (from Facebook AI) released with the paper "),ko=a(O6,"A",{href:!0,rel:!0});var sne=n(ko);JD=o(sne,"A ConvNet for the 2020s"),sne.forEach(t),VD=o(O6," by Zhuang Liu, Hanzi Mao, Chao-Yuan Wu, Christoph Feichtenhofer, Trevor Darrell, Saining Xie."),O6.forEach(t),KD=s(g),vn=a(g,"LI",{});var F6=n(vn);m0=a(F6,"STRONG",{});var hne=n(m0);vs=a(hne,"A",{href:!0});var gne=n(vs);XD=o(gne,"CPM"),gne.forEach(t),hne.forEach(t),ZD=o(F6," (from Tsinghua University) released with the paper "),No=a(F6,"A",{href:!0,rel:!0});var cne=n(No);HD=o(cne,"CPM: A Large-scale Generative Chinese Pre-trained Language Model"),cne.forEach(t),zD=o(F6," by Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun."),F6.forEach(t),UD=s(g),Ga=a(g,"LI",{});var kd=n(Ga);p0=a(kd,"STRONG",{});var fne=n(p0);Es=a(fne,"A",{href:!0});var une=n(Es);qD=o(une,"CTRL"),une.forEach(t),fne.forEach(t),jD=o(kd," (from Salesforce) released with the paper "),Co=a(kd,"A",{href:!0,rel:!0});var vne=n(Co);QD=o(vne,"CTRL: A Conditional Transformer Language Model for Controllable Generation"),vne.forEach(t),$D=o(kd," by Nitish Shirish Keskar"),D0=a(kd,"EM",{});var Ene=n(D0);ey=o(Ene,", Bryan McCann"),Ene.forEach(t),ty=o(kd,", Lav R. Varshney, Caiming Xiong and Richard Socher."),kd.forEach(t),ry=s(g),En=a(g,"LI",{});var W6=n(En);y0=a(W6,"STRONG",{});var Tne=n(y0);Ts=a(Tne,"A",{href:!0});var _ne=n(Ts);ay=o(_ne,"CvT"),_ne.forEach(t),Tne.forEach(t),ny=o(W6," (from Microsoft) released with the paper "),Bo=a(W6,"A",{href:!0,rel:!0});var mne=n(Bo);ly=o(mne,"CvT: Introducing Convolutions to Vision Transformers"),mne.forEach(t),oy=o(W6," by Haiping Wu, Bin Xiao, Noel Codella, Mengchen Liu, Xiyang Dai, Lu Yuan, Lei Zhang."),W6.forEach(t),iy=s(g),Tn=a(g,"LI",{});var Y6=n(Tn);A0=a(Y6,"STRONG",{});var pne=n(A0);_s=a(pne,"A",{href:!0});var Dne=n(_s);dy=o(Dne,"Data2Vec"),Dne.forEach(t),pne.forEach(t),sy=o(Y6," (from Facebook) released with the paper "),Io=a(Y6,"A",{href:!0,rel:!0});var yne=n(Io);hy=o(yne,"Data2Vec:  A General Framework for Self-supervised Learning in Speech, Vision and Language"),yne.forEach(t),gy=o(Y6," by Alexei Baevski, Wei-Ning Hsu, Qiantong Xu, Arun Babu, Jiatao Gu, Michael Auli."),Y6.forEach(t),cy=s(g),_n=a(g,"LI",{});var J6=n(_n);R0=a(J6,"STRONG",{});var Ane=n(R0);ms=a(Ane,"A",{href:!0});var Rne=n(ms);fy=o(Rne,"DeBERTa"),Rne.forEach(t),Ane.forEach(t),uy=o(J6," (from Microsoft) released with the paper "),xo=a(J6,"A",{href:!0,rel:!0});var Lne=n(xo);vy=o(Lne,"DeBERTa: Decoding-enhanced BERT with Disentangled Attention"),Lne.forEach(t),Ey=o(J6," by Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen."),J6.forEach(t),Ty=s(g),mn=a(g,"LI",{});var V6=n(mn);L0=a(V6,"STRONG",{});var bne=n(L0);ps=a(bne,"A",{href:!0});var Sne=n(ps);_y=o(Sne,"DeBERTa-v2"),Sne.forEach(t),bne.forEach(t),my=o(V6," (from Microsoft) released with the paper "),Oo=a(V6,"A",{href:!0,rel:!0});var wne=n(Oo);py=o(wne,"DeBERTa: Decoding-enhanced BERT with Disentangled Attention"),wne.forEach(t),Dy=o(V6," by Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen."),V6.forEach(t),yy=s(g),pn=a(g,"LI",{});var K6=n(pn);b0=a(K6,"STRONG",{});var Mne=n(b0);Ds=a(Mne,"A",{href:!0});var Pne=n(Ds);Ay=o(Pne,"Decision Transformer"),Pne.forEach(t),Mne.forEach(t),Ry=o(K6," (from Berkeley/Facebook/Google) released with the paper "),Fo=a(K6,"A",{href:!0,rel:!0});var Gne=n(Fo);Ly=o(Gne,"Decision Transformer: Reinforcement Learning via Sequence Modeling"),Gne.forEach(t),by=o(K6," by Lili Chen, Kevin Lu, Aravind Rajeswaran, Kimin Lee, Aditya Grover, Michael Laskin, Pieter Abbeel, Aravind Srinivas, Igor Mordatch."),K6.forEach(t),Sy=s(g),Dn=a(g,"LI",{});var X6=n(Dn);S0=a(X6,"STRONG",{});var kne=n(S0);ys=a(kne,"A",{href:!0});var Nne=n(ys);wy=o(Nne,"DeiT"),Nne.forEach(t),kne.forEach(t),My=o(X6," (from Facebook) released with the paper "),Wo=a(X6,"A",{href:!0,rel:!0});var Cne=n(Wo);Py=o(Cne,"Training data-efficient image transformers & distillation through attention"),Cne.forEach(t),Gy=o(X6," by Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Herv\xE9 J\xE9gou."),X6.forEach(t),ky=s(g),yn=a(g,"LI",{});var Z6=n(yn);w0=a(Z6,"STRONG",{});var Bne=n(w0);As=a(Bne,"A",{href:!0});var Ine=n(As);Ny=o(Ine,"DETR"),Ine.forEach(t),Bne.forEach(t),Cy=o(Z6," (from Facebook) released with the paper "),Yo=a(Z6,"A",{href:!0,rel:!0});var xne=n(Yo);By=o(xne,"End-to-End Object Detection with Transformers"),xne.forEach(t),Iy=o(Z6," by Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, Sergey Zagoruyko."),Z6.forEach(t),xy=s(g),An=a(g,"LI",{});var H6=n(An);M0=a(H6,"STRONG",{});var One=n(M0);Rs=a(One,"A",{href:!0});var Fne=n(Rs);Oy=o(Fne,"DialoGPT"),Fne.forEach(t),One.forEach(t),Fy=o(H6," (from Microsoft Research) released with the paper "),Jo=a(H6,"A",{href:!0,rel:!0});var Wne=n(Jo);Wy=o(Wne,"DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation"),Wne.forEach(t),Yy=o(H6," by Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, Jingjing Liu, Bill Dolan."),H6.forEach(t),Jy=s(g),Dt=a(g,"LI",{});var wa=n(Dt);P0=a(wa,"STRONG",{});var Yne=n(P0);Ls=a(Yne,"A",{href:!0});var Jne=n(Ls);Vy=o(Jne,"DistilBERT"),Jne.forEach(t),Yne.forEach(t),Ky=o(wa," (from HuggingFace), released together with the paper "),Vo=a(wa,"A",{href:!0,rel:!0});var Vne=n(Vo);Xy=o(Vne,"DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter"),Vne.forEach(t),Zy=o(wa," by Victor Sanh, Lysandre Debut and Thomas Wolf. The same method has been applied to compress GPT2 into "),Ko=a(wa,"A",{href:!0,rel:!0});var Kne=n(Ko);Hy=o(Kne,"DistilGPT2"),Kne.forEach(t),zy=o(wa,", RoBERTa into "),Xo=a(wa,"A",{href:!0,rel:!0});var Xne=n(Xo);Uy=o(Xne,"DistilRoBERTa"),Xne.forEach(t),qy=o(wa,", Multilingual BERT into "),Zo=a(wa,"A",{href:!0,rel:!0});var Zne=n(Zo);jy=o(Zne,"DistilmBERT"),Zne.forEach(t),Qy=o(wa," and a German version of DistilBERT."),wa.forEach(t),$y=s(g),Rn=a(g,"LI",{});var z6=n(Rn);G0=a(z6,"STRONG",{});var Hne=n(G0);bs=a(Hne,"A",{href:!0});var zne=n(bs);eA=o(zne,"DiT"),zne.forEach(t),Hne.forEach(t),tA=o(z6," (from Microsoft Research) released with the paper "),Ho=a(z6,"A",{href:!0,rel:!0});var Une=n(Ho);rA=o(Une,"DiT: Self-supervised Pre-training for Document Image Transformer"),Une.forEach(t),aA=o(z6," by Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei."),z6.forEach(t),nA=s(g),Ln=a(g,"LI",{});var U6=n(Ln);k0=a(U6,"STRONG",{});var qne=n(k0);Ss=a(qne,"A",{href:!0});var jne=n(Ss);lA=o(jne,"DPR"),jne.forEach(t),qne.forEach(t),oA=o(U6," (from Facebook) released with the paper "),zo=a(U6,"A",{href:!0,rel:!0});var Qne=n(zo);iA=o(Qne,"Dense Passage Retrieval for Open-Domain Question Answering"),Qne.forEach(t),dA=o(U6," by Vladimir Karpukhin, Barlas O\u011Fuz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, and Wen-tau Yih."),U6.forEach(t),sA=s(g),bn=a(g,"LI",{});var q6=n(bn);N0=a(q6,"STRONG",{});var $ne=n(N0);ws=a($ne,"A",{href:!0});var ele=n(ws);hA=o(ele,"DPT"),ele.forEach(t),$ne.forEach(t),gA=o(q6," (from Intel Labs) released with the paper "),Uo=a(q6,"A",{href:!0,rel:!0});var tle=n(Uo);cA=o(tle,"Vision Transformers for Dense Prediction"),tle.forEach(t),fA=o(q6," by Ren\xE9 Ranftl, Alexey Bochkovskiy, Vladlen Koltun."),q6.forEach(t),uA=s(g),Sn=a(g,"LI",{});var j6=n(Sn);C0=a(j6,"STRONG",{});var rle=n(C0);Ms=a(rle,"A",{href:!0});var ale=n(Ms);vA=o(ale,"ELECTRA"),ale.forEach(t),rle.forEach(t),EA=o(j6," (from Google Research/Stanford University) released with the paper "),qo=a(j6,"A",{href:!0,rel:!0});var nle=n(qo);TA=o(nle,"ELECTRA: Pre-training text encoders as discriminators rather than generators"),nle.forEach(t),_A=o(j6," by Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning."),j6.forEach(t),mA=s(g),wn=a(g,"LI",{});var Q6=n(wn);B0=a(Q6,"STRONG",{});var lle=n(B0);Ps=a(lle,"A",{href:!0});var ole=n(Ps);pA=o(ole,"EncoderDecoder"),ole.forEach(t),lle.forEach(t),DA=o(Q6," (from Google Research) released with the paper "),jo=a(Q6,"A",{href:!0,rel:!0});var ile=n(jo);yA=o(ile,"Leveraging Pre-trained Checkpoints for Sequence Generation Tasks"),ile.forEach(t),AA=o(Q6," by Sascha Rothe, Shashi Narayan, Aliaksei Severyn."),Q6.forEach(t),RA=s(g),Mn=a(g,"LI",{});var $6=n(Mn);I0=a($6,"STRONG",{});var dle=n(I0);Gs=a(dle,"A",{href:!0});var sle=n(Gs);LA=o(sle,"FlauBERT"),sle.forEach(t),dle.forEach(t),bA=o($6," (from CNRS) released with the paper "),Qo=a($6,"A",{href:!0,rel:!0});var hle=n(Qo);SA=o(hle,"FlauBERT: Unsupervised Language Model Pre-training for French"),hle.forEach(t),wA=o($6," by Hang Le, Lo\xEFc Vial, Jibril Frej, Vincent Segonne, Maximin Coavoux, Benjamin Lecouteux, Alexandre Allauzen, Beno\xEEt Crabb\xE9, Laurent Besacier, Didier Schwab."),$6.forEach(t),MA=s(g),Pn=a(g,"LI",{});var ep=n(Pn);x0=a(ep,"STRONG",{});var gle=n(x0);ks=a(gle,"A",{href:!0});var cle=n(ks);PA=o(cle,"FLAVA"),cle.forEach(t),gle.forEach(t),GA=o(ep," (from Facebook AI) released with the paper "),$o=a(ep,"A",{href:!0,rel:!0});var fle=n($o);kA=o(fle,"FLAVA: A Foundational Language And Vision Alignment Model"),fle.forEach(t),NA=o(ep," by Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, and Douwe Kiela."),ep.forEach(t),CA=s(g),Gn=a(g,"LI",{});var tp=n(Gn);O0=a(tp,"STRONG",{});var ule=n(O0);Ns=a(ule,"A",{href:!0});var vle=n(Ns);BA=o(vle,"FNet"),vle.forEach(t),ule.forEach(t),IA=o(tp," (from Google Research) released with the paper "),ei=a(tp,"A",{href:!0,rel:!0});var Ele=n(ei);xA=o(Ele,"FNet: Mixing Tokens with Fourier Transforms"),Ele.forEach(t),OA=o(tp," by James Lee-Thorp, Joshua Ainslie, Ilya Eckstein, Santiago Ontanon."),tp.forEach(t),FA=s(g),kn=a(g,"LI",{});var rp=n(kn);F0=a(rp,"STRONG",{});var Tle=n(F0);Cs=a(Tle,"A",{href:!0});var _le=n(Cs);WA=o(_le,"Funnel Transformer"),_le.forEach(t),Tle.forEach(t),YA=o(rp," (from CMU/Google Brain) released with the paper "),ti=a(rp,"A",{href:!0,rel:!0});var mle=n(ti);JA=o(mle,"Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing"),mle.forEach(t),VA=o(rp," by Zihang Dai, Guokun Lai, Yiming Yang, Quoc V. Le."),rp.forEach(t),KA=s(g),Nn=a(g,"LI",{});var ap=n(Nn);W0=a(ap,"STRONG",{});var ple=n(W0);Bs=a(ple,"A",{href:!0});var Dle=n(Bs);XA=o(Dle,"GLPN"),Dle.forEach(t),ple.forEach(t),ZA=o(ap," (from KAIST) released with the paper "),ri=a(ap,"A",{href:!0,rel:!0});var yle=n(ri);HA=o(yle,"Global-Local Path Networks for Monocular Depth Estimation with Vertical CutDepth"),yle.forEach(t),zA=o(ap," by Doyeon Kim, Woonghyun Ga, Pyungwhan Ahn, Donggyu Joo, Sehwan Chun, Junmo Kim."),ap.forEach(t),UA=s(g),Cn=a(g,"LI",{});var np=n(Cn);Y0=a(np,"STRONG",{});var Ale=n(Y0);Is=a(Ale,"A",{href:!0});var Rle=n(Is);qA=o(Rle,"GPT"),Rle.forEach(t),Ale.forEach(t),jA=o(np," (from OpenAI) released with the paper "),ai=a(np,"A",{href:!0,rel:!0});var Lle=n(ai);QA=o(Lle,"Improving Language Understanding by Generative Pre-Training"),Lle.forEach(t),$A=o(np," by Alec Radford, Karthik Narasimhan, Tim Salimans and Ilya Sutskever."),np.forEach(t),eR=s(g),Bn=a(g,"LI",{});var lp=n(Bn);J0=a(lp,"STRONG",{});var ble=n(J0);xs=a(ble,"A",{href:!0});var Sle=n(xs);tR=o(Sle,"GPT Neo"),Sle.forEach(t),ble.forEach(t),rR=o(lp," (from EleutherAI) released in the repository "),ni=a(lp,"A",{href:!0,rel:!0});var wle=n(ni);aR=o(wle,"EleutherAI/gpt-neo"),wle.forEach(t),nR=o(lp," by Sid Black, Stella Biderman, Leo Gao, Phil Wang and Connor Leahy."),lp.forEach(t),lR=s(g),In=a(g,"LI",{});var op=n(In);V0=a(op,"STRONG",{});var Mle=n(V0);Os=a(Mle,"A",{href:!0});var Ple=n(Os);oR=o(Ple,"GPT NeoX"),Ple.forEach(t),Mle.forEach(t),iR=o(op," (from EleutherAI) released with the paper "),li=a(op,"A",{href:!0,rel:!0});var Gle=n(li);dR=o(Gle,"GPT-NeoX-20B: An Open-Source Autoregressive Language Model"),Gle.forEach(t),sR=o(op," by Sid Black, Stella Biderman, Eric Hallahan, Quentin Anthony, Leo Gao, Laurence Golding, Horace He, Connor Leahy, Kyle McDonell, Jason Phang, Michael Pieler, USVSN Sai Prashanth, Shivanshu Purohit, Laria Reynolds, Jonathan Tow, Ben Wang, Samuel Weinbach"),op.forEach(t),hR=s(g),Rt=a(g,"LI",{});var Xa=n(Rt);K0=a(Xa,"STRONG",{});var kle=n(K0);Fs=a(kle,"A",{href:!0});var Nle=n(Fs);gR=o(Nle,"GPT-2"),Nle.forEach(t),kle.forEach(t),cR=o(Xa," (from OpenAI) released with the paper "),oi=a(Xa,"A",{href:!0,rel:!0});var Cle=n(oi);fR=o(Cle,"Language Models are Unsupervised Multitask Learners"),Cle.forEach(t),uR=o(Xa," by Alec Radford"),X0=a(Xa,"EM",{});var Ble=n(X0);vR=o(Ble,", Jeffrey Wu"),Ble.forEach(t),ER=o(Xa,", Rewon Child, David Luan, Dario Amodei"),Z0=a(Xa,"STRONG",{});var Ile=n(Z0);TR=o(Ile,"and Ilya Sutskever"),Ile.forEach(t),_R=o(Xa,"."),Xa.forEach(t),mR=s(g),xn=a(g,"LI",{});var ip=n(xn);H0=a(ip,"STRONG",{});var xle=n(H0);Ws=a(xle,"A",{href:!0});var Ole=n(Ws);pR=o(Ole,"GPT-J"),Ole.forEach(t),xle.forEach(t),DR=o(ip," (from EleutherAI) released in the repository "),ii=a(ip,"A",{href:!0,rel:!0});var Fle=n(ii);yR=o(Fle,"kingoflolz/mesh-transformer-jax"),Fle.forEach(t),AR=o(ip," by Ben Wang and Aran Komatsuzaki."),ip.forEach(t),RR=s(g),On=a(g,"LI",{});var dp=n(On);z0=a(dp,"STRONG",{});var Wle=n(z0);Ys=a(Wle,"A",{href:!0});var Yle=n(Ys);LR=o(Yle,"Hubert"),Yle.forEach(t),Wle.forEach(t),bR=o(dp," (from Facebook) released with the paper "),di=a(dp,"A",{href:!0,rel:!0});var Jle=n(di);SR=o(Jle,"HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units"),Jle.forEach(t),wR=o(dp," by Wei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, Kushal Lakhotia, Ruslan Salakhutdinov, Abdelrahman Mohamed."),dp.forEach(t),MR=s(g),Fn=a(g,"LI",{});var sp=n(Fn);U0=a(sp,"STRONG",{});var Vle=n(U0);Js=a(Vle,"A",{href:!0});var Kle=n(Js);PR=o(Kle,"I-BERT"),Kle.forEach(t),Vle.forEach(t),GR=o(sp," (from Berkeley) released with the paper "),si=a(sp,"A",{href:!0,rel:!0});var Xle=n(si);kR=o(Xle,"I-BERT: Integer-only BERT Quantization"),Xle.forEach(t),NR=o(sp," by Sehoon Kim, Amir Gholami, Zhewei Yao, Michael W. Mahoney, Kurt Keutzer."),sp.forEach(t),CR=s(g),Wn=a(g,"LI",{});var hp=n(Wn);q0=a(hp,"STRONG",{});var Zle=n(q0);Vs=a(Zle,"A",{href:!0});var Hle=n(Vs);BR=o(Hle,"ImageGPT"),Hle.forEach(t),Zle.forEach(t),IR=o(hp," (from OpenAI) released with the paper "),hi=a(hp,"A",{href:!0,rel:!0});var zle=n(hi);xR=o(zle,"Generative Pretraining from Pixels"),zle.forEach(t),OR=o(hp," by Mark Chen, Alec Radford, Rewon Child, Jeffrey Wu, Heewoo Jun, David Luan, Ilya Sutskever."),hp.forEach(t),FR=s(g),Yn=a(g,"LI",{});var gp=n(Yn);j0=a(gp,"STRONG",{});var Ule=n(j0);Ks=a(Ule,"A",{href:!0});var qle=n(Ks);WR=o(qle,"LayoutLM"),qle.forEach(t),Ule.forEach(t),YR=o(gp," (from Microsoft Research Asia) released with the paper "),gi=a(gp,"A",{href:!0,rel:!0});var jle=n(gi);JR=o(jle,"LayoutLM: Pre-training of Text and Layout for Document Image Understanding"),jle.forEach(t),VR=o(gp," by Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou."),gp.forEach(t),KR=s(g),Jn=a(g,"LI",{});var cp=n(Jn);Q0=a(cp,"STRONG",{});var Qle=n(Q0);Xs=a(Qle,"A",{href:!0});var $le=n(Xs);XR=o($le,"LayoutLMv2"),$le.forEach(t),Qle.forEach(t),ZR=o(cp," (from Microsoft Research Asia) released with the paper "),ci=a(cp,"A",{href:!0,rel:!0});var eoe=n(ci);HR=o(eoe,"LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding"),eoe.forEach(t),zR=o(cp," by Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou."),cp.forEach(t),UR=s(g),Vn=a(g,"LI",{});var fp=n(Vn);$0=a(fp,"STRONG",{});var toe=n($0);Zs=a(toe,"A",{href:!0});var roe=n(Zs);qR=o(roe,"LayoutLMv3"),roe.forEach(t),toe.forEach(t),jR=o(fp," (from Microsoft Research Asia) released with the paper "),fi=a(fp,"A",{href:!0,rel:!0});var aoe=n(fi);QR=o(aoe,"LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking"),aoe.forEach(t),$R=o(fp," by Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei."),fp.forEach(t),eL=s(g),Kn=a(g,"LI",{});var up=n(Kn);em=a(up,"STRONG",{});var noe=n(em);Hs=a(noe,"A",{href:!0});var loe=n(Hs);tL=o(loe,"LayoutXLM"),loe.forEach(t),noe.forEach(t),rL=o(up," (from Microsoft Research Asia) released with the paper "),ui=a(up,"A",{href:!0,rel:!0});var ooe=n(ui);aL=o(ooe,"LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding"),ooe.forEach(t),nL=o(up," by Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei."),up.forEach(t),lL=s(g),Xn=a(g,"LI",{});var vp=n(Xn);tm=a(vp,"STRONG",{});var ioe=n(tm);zs=a(ioe,"A",{href:!0});var doe=n(zs);oL=o(doe,"LED"),doe.forEach(t),ioe.forEach(t),iL=o(vp," (from AllenAI) released with the paper "),vi=a(vp,"A",{href:!0,rel:!0});var soe=n(vi);dL=o(soe,"Longformer: The Long-Document Transformer"),soe.forEach(t),sL=o(vp," by Iz Beltagy, Matthew E. Peters, Arman Cohan."),vp.forEach(t),hL=s(g),Zn=a(g,"LI",{});var Ep=n(Zn);rm=a(Ep,"STRONG",{});var hoe=n(rm);Us=a(hoe,"A",{href:!0});var goe=n(Us);gL=o(goe,"LeViT"),goe.forEach(t),hoe.forEach(t),cL=o(Ep," (from Meta AI) released with the paper "),Ei=a(Ep,"A",{href:!0,rel:!0});var coe=n(Ei);fL=o(coe,"LeViT: A Vision Transformer in ConvNet\u2019s Clothing for Faster Inference"),coe.forEach(t),uL=o(Ep," by Ben Graham, Alaaeldin El-Nouby, Hugo Touvron, Pierre Stock, Armand Joulin, Herv\xE9 J\xE9gou, Matthijs Douze."),Ep.forEach(t),vL=s(g),Hn=a(g,"LI",{});var Tp=n(Hn);am=a(Tp,"STRONG",{});var foe=n(am);qs=a(foe,"A",{href:!0});var uoe=n(qs);EL=o(uoe,"Longformer"),uoe.forEach(t),foe.forEach(t),TL=o(Tp," (from AllenAI) released with the paper "),Ti=a(Tp,"A",{href:!0,rel:!0});var voe=n(Ti);_L=o(voe,"Longformer: The Long-Document Transformer"),voe.forEach(t),mL=o(Tp," by Iz Beltagy, Matthew E. Peters, Arman Cohan."),Tp.forEach(t),pL=s(g),zn=a(g,"LI",{});var _p=n(zn);nm=a(_p,"STRONG",{});var Eoe=n(nm);js=a(Eoe,"A",{href:!0});var Toe=n(js);DL=o(Toe,"LUKE"),Toe.forEach(t),Eoe.forEach(t),yL=o(_p," (from Studio Ousia) released with the paper "),_i=a(_p,"A",{href:!0,rel:!0});var _oe=n(_i);AL=o(_oe,"LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention"),_oe.forEach(t),RL=o(_p," by Ikuya Yamada, Akari Asai, Hiroyuki Shindo, Hideaki Takeda, Yuji Matsumoto."),_p.forEach(t),LL=s(g),Un=a(g,"LI",{});var mp=n(Un);lm=a(mp,"STRONG",{});var moe=n(lm);Qs=a(moe,"A",{href:!0});var poe=n(Qs);bL=o(poe,"LXMERT"),poe.forEach(t),moe.forEach(t),SL=o(mp," (from UNC Chapel Hill) released with the paper "),mi=a(mp,"A",{href:!0,rel:!0});var Doe=n(mi);wL=o(Doe,"LXMERT: Learning Cross-Modality Encoder Representations from Transformers for Open-Domain Question Answering"),Doe.forEach(t),ML=o(mp," by Hao Tan and Mohit Bansal."),mp.forEach(t),PL=s(g),qn=a(g,"LI",{});var pp=n(qn);om=a(pp,"STRONG",{});var yoe=n(om);$s=a(yoe,"A",{href:!0});var Aoe=n($s);GL=o(Aoe,"M2M100"),Aoe.forEach(t),yoe.forEach(t),kL=o(pp," (from Facebook) released with the paper "),pi=a(pp,"A",{href:!0,rel:!0});var Roe=n(pi);NL=o(Roe,"Beyond English-Centric Multilingual Machine Translation"),Roe.forEach(t),CL=o(pp," by Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, Armand Joulin."),pp.forEach(t),BL=s(g),ka=a(g,"LI",{});var Nd=n(ka);im=a(Nd,"STRONG",{});var Loe=n(im);eh=a(Loe,"A",{href:!0});var boe=n(eh);IL=o(boe,"MarianMT"),boe.forEach(t),Loe.forEach(t),xL=o(Nd," Machine translation models trained using "),Di=a(Nd,"A",{href:!0,rel:!0});var Soe=n(Di);OL=o(Soe,"OPUS"),Soe.forEach(t),FL=o(Nd," data by J\xF6rg Tiedemann. The "),yi=a(Nd,"A",{href:!0,rel:!0});var woe=n(yi);WL=o(woe,"Marian Framework"),woe.forEach(t),YL=o(Nd," is being developed by the Microsoft Translator Team."),Nd.forEach(t),JL=s(g),jn=a(g,"LI",{});var Dp=n(jn);dm=a(Dp,"STRONG",{});var Moe=n(dm);th=a(Moe,"A",{href:!0});var Poe=n(th);VL=o(Poe,"MaskFormer"),Poe.forEach(t),Moe.forEach(t),KL=o(Dp," (from Meta and UIUC) released with the paper "),Ai=a(Dp,"A",{href:!0,rel:!0});var Goe=n(Ai);XL=o(Goe,"Per-Pixel Classification is Not All You Need for Semantic Segmentation"),Goe.forEach(t),ZL=o(Dp," by Bowen Cheng, Alexander G. Schwing, Alexander Kirillov."),Dp.forEach(t),HL=s(g),Qn=a(g,"LI",{});var yp=n(Qn);sm=a(yp,"STRONG",{});var koe=n(sm);rh=a(koe,"A",{href:!0});var Noe=n(rh);zL=o(Noe,"mBART"),Noe.forEach(t),koe.forEach(t),UL=o(yp," (from Facebook) released with the paper "),Ri=a(yp,"A",{href:!0,rel:!0});var Coe=n(Ri);qL=o(Coe,"Multilingual Denoising Pre-training for Neural Machine Translation"),Coe.forEach(t),jL=o(yp," by Yinhan Liu, Jiatao Gu, Naman Goyal, Xian Li, Sergey Edunov, Marjan Ghazvininejad, Mike Lewis, Luke Zettlemoyer."),yp.forEach(t),QL=s(g),$n=a(g,"LI",{});var Ap=n($n);hm=a(Ap,"STRONG",{});var Boe=n(hm);ah=a(Boe,"A",{href:!0});var Ioe=n(ah);$L=o(Ioe,"mBART-50"),Ioe.forEach(t),Boe.forEach(t),eb=o(Ap," (from Facebook) released with the paper "),Li=a(Ap,"A",{href:!0,rel:!0});var xoe=n(Li);tb=o(xoe,"Multilingual Translation with Extensible Multilingual Pretraining and Finetuning"),xoe.forEach(t),rb=o(Ap," by Yuqing Tang, Chau Tran, Xian Li, Peng-Jen Chen, Naman Goyal, Vishrav Chaudhary, Jiatao Gu, Angela Fan."),Ap.forEach(t),ab=s(g),el=a(g,"LI",{});var Rp=n(el);gm=a(Rp,"STRONG",{});var Ooe=n(gm);nh=a(Ooe,"A",{href:!0});var Foe=n(nh);nb=o(Foe,"Megatron-BERT"),Foe.forEach(t),Ooe.forEach(t),lb=o(Rp," (from NVIDIA) released with the paper "),bi=a(Rp,"A",{href:!0,rel:!0});var Woe=n(bi);ob=o(Woe,"Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism"),Woe.forEach(t),ib=o(Rp," by Mohammad Shoeybi, Mostofa Patwary, Raul Puri, Patrick LeGresley, Jared Casper and Bryan Catanzaro."),Rp.forEach(t),db=s(g),tl=a(g,"LI",{});var Lp=n(tl);cm=a(Lp,"STRONG",{});var Yoe=n(cm);lh=a(Yoe,"A",{href:!0});var Joe=n(lh);sb=o(Joe,"Megatron-GPT2"),Joe.forEach(t),Yoe.forEach(t),hb=o(Lp," (from NVIDIA) released with the paper "),Si=a(Lp,"A",{href:!0,rel:!0});var Voe=n(Si);gb=o(Voe,"Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism"),Voe.forEach(t),cb=o(Lp," by Mohammad Shoeybi, Mostofa Patwary, Raul Puri, Patrick LeGresley, Jared Casper and Bryan Catanzaro."),Lp.forEach(t),fb=s(g),rl=a(g,"LI",{});var bp=n(rl);fm=a(bp,"STRONG",{});var Koe=n(fm);oh=a(Koe,"A",{href:!0});var Xoe=n(oh);ub=o(Xoe,"mLUKE"),Xoe.forEach(t),Koe.forEach(t),vb=o(bp," (from Studio Ousia) released with the paper "),wi=a(bp,"A",{href:!0,rel:!0});var Zoe=n(wi);Eb=o(Zoe,"mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models"),Zoe.forEach(t),Tb=o(bp," by Ryokan Ri, Ikuya Yamada, and Yoshimasa Tsuruoka."),bp.forEach(t),_b=s(g),al=a(g,"LI",{});var Sp=n(al);um=a(Sp,"STRONG",{});var Hoe=n(um);ih=a(Hoe,"A",{href:!0});var zoe=n(ih);mb=o(zoe,"MobileBERT"),zoe.forEach(t),Hoe.forEach(t),pb=o(Sp," (from CMU/Google Brain) released with the paper "),Mi=a(Sp,"A",{href:!0,rel:!0});var Uoe=n(Mi);Db=o(Uoe,"MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices"),Uoe.forEach(t),yb=o(Sp," by Zhiqing Sun, Hongkun Yu, Xiaodan Song, Renjie Liu, Yiming Yang, and Denny Zhou."),Sp.forEach(t),Ab=s(g),nl=a(g,"LI",{});var wp=n(nl);vm=a(wp,"STRONG",{});var qoe=n(vm);dh=a(qoe,"A",{href:!0});var joe=n(dh);Rb=o(joe,"MPNet"),joe.forEach(t),qoe.forEach(t),Lb=o(wp," (from Microsoft Research) released with the paper "),Pi=a(wp,"A",{href:!0,rel:!0});var Qoe=n(Pi);bb=o(Qoe,"MPNet: Masked and Permuted Pre-training for Language Understanding"),Qoe.forEach(t),Sb=o(wp," by Kaitao Song, Xu Tan, Tao Qin, Jianfeng Lu, Tie-Yan Liu."),wp.forEach(t),wb=s(g),ll=a(g,"LI",{});var Mp=n(ll);Em=a(Mp,"STRONG",{});var $oe=n(Em);sh=a($oe,"A",{href:!0});var eie=n(sh);Mb=o(eie,"MT5"),eie.forEach(t),$oe.forEach(t),Pb=o(Mp," (from Google AI) released with the paper "),Gi=a(Mp,"A",{href:!0,rel:!0});var tie=n(Gi);Gb=o(tie,"mT5: A massively multilingual pre-trained text-to-text transformer"),tie.forEach(t),kb=o(Mp," by Linting Xue, Noah Constant, Adam Roberts, Mihir Kale, Rami Al-Rfou, Aditya Siddhant, Aditya Barua, Colin Raffel."),Mp.forEach(t),Nb=s(g),ol=a(g,"LI",{});var Pp=n(ol);Tm=a(Pp,"STRONG",{});var rie=n(Tm);hh=a(rie,"A",{href:!0});var aie=n(hh);Cb=o(aie,"Nystr\xF6mformer"),aie.forEach(t),rie.forEach(t),Bb=o(Pp," (from the University of Wisconsin - Madison) released with the paper "),ki=a(Pp,"A",{href:!0,rel:!0});var nie=n(ki);Ib=o(nie,"Nystr\xF6mformer: A Nystr\xF6m-Based Algorithm for Approximating Self-Attention"),nie.forEach(t),xb=o(Pp," by Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty, Mingxing Tan, Glenn Fung, Yin Li, Vikas Singh."),Pp.forEach(t),Ob=s(g),il=a(g,"LI",{});var Gp=n(il);_m=a(Gp,"STRONG",{});var lie=n(_m);gh=a(lie,"A",{href:!0});var oie=n(gh);Fb=o(oie,"OPT"),oie.forEach(t),lie.forEach(t),Wb=o(Gp," (from Meta AI) released with the paper "),Ni=a(Gp,"A",{href:!0,rel:!0});var iie=n(Ni);Yb=o(iie,"OPT: Open Pre-trained Transformer Language Models"),iie.forEach(t),Jb=o(Gp," by Susan Zhang, Stephen Roller, Naman Goyal, Mikel Artetxe, Moya Chen, Shuohui Chen et al."),Gp.forEach(t),Vb=s(g),dl=a(g,"LI",{});var kp=n(dl);mm=a(kp,"STRONG",{});var die=n(mm);ch=a(die,"A",{href:!0});var sie=n(ch);Kb=o(sie,"Pegasus"),sie.forEach(t),die.forEach(t),Xb=o(kp," (from Google) released with the paper "),Ci=a(kp,"A",{href:!0,rel:!0});var hie=n(Ci);Zb=o(hie,"PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization"),hie.forEach(t),Hb=o(kp," by Jingqing Zhang, Yao Zhao, Mohammad Saleh and Peter J. Liu."),kp.forEach(t),zb=s(g),sl=a(g,"LI",{});var Np=n(sl);pm=a(Np,"STRONG",{});var gie=n(pm);fh=a(gie,"A",{href:!0});var cie=n(fh);Ub=o(cie,"Perceiver IO"),cie.forEach(t),gie.forEach(t),qb=o(Np," (from Deepmind) released with the paper "),Bi=a(Np,"A",{href:!0,rel:!0});var fie=n(Bi);jb=o(fie,"Perceiver IO: A General Architecture for Structured Inputs & Outputs"),fie.forEach(t),Qb=o(Np," by Andrew Jaegle, Sebastian Borgeaud, Jean-Baptiste Alayrac, Carl Doersch, Catalin Ionescu, David Ding, Skanda Koppula, Daniel Zoran, Andrew Brock, Evan Shelhamer, Olivier H\xE9naff, Matthew M. Botvinick, Andrew Zisserman, Oriol Vinyals, Jo\xE3o Carreira."),Np.forEach(t),$b=s(g),hl=a(g,"LI",{});var Cp=n(hl);Dm=a(Cp,"STRONG",{});var uie=n(Dm);uh=a(uie,"A",{href:!0});var vie=n(uh);eS=o(vie,"PhoBERT"),vie.forEach(t),uie.forEach(t),tS=o(Cp," (from VinAI Research) released with the paper "),Ii=a(Cp,"A",{href:!0,rel:!0});var Eie=n(Ii);rS=o(Eie,"PhoBERT: Pre-trained language models for Vietnamese"),Eie.forEach(t),aS=o(Cp," by Dat Quoc Nguyen and Anh Tuan Nguyen."),Cp.forEach(t),nS=s(g),gl=a(g,"LI",{});var Bp=n(gl);ym=a(Bp,"STRONG",{});var Tie=n(ym);vh=a(Tie,"A",{href:!0});var _ie=n(vh);lS=o(_ie,"PLBart"),_ie.forEach(t),Tie.forEach(t),oS=o(Bp," (from UCLA NLP) released with the paper "),xi=a(Bp,"A",{href:!0,rel:!0});var mie=n(xi);iS=o(mie,"Unified Pre-training for Program Understanding and Generation"),mie.forEach(t),dS=o(Bp," by Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang."),Bp.forEach(t),sS=s(g),cl=a(g,"LI",{});var Ip=n(cl);Am=a(Ip,"STRONG",{});var pie=n(Am);Eh=a(pie,"A",{href:!0});var Die=n(Eh);hS=o(Die,"PoolFormer"),Die.forEach(t),pie.forEach(t),gS=o(Ip," (from Sea AI Labs) released with the paper "),Oi=a(Ip,"A",{href:!0,rel:!0});var yie=n(Oi);cS=o(yie,"MetaFormer is Actually What You Need for Vision"),yie.forEach(t),fS=o(Ip," by Yu, Weihao and Luo, Mi and Zhou, Pan and Si, Chenyang and Zhou, Yichen and Wang, Xinchao and Feng, Jiashi and Yan, Shuicheng."),Ip.forEach(t),uS=s(g),fl=a(g,"LI",{});var xp=n(fl);Rm=a(xp,"STRONG",{});var Aie=n(Rm);Th=a(Aie,"A",{href:!0});var Rie=n(Th);vS=o(Rie,"ProphetNet"),Rie.forEach(t),Aie.forEach(t),ES=o(xp," (from Microsoft Research) released with the paper "),Fi=a(xp,"A",{href:!0,rel:!0});var Lie=n(Fi);TS=o(Lie,"ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training"),Lie.forEach(t),_S=o(xp," by Yu Yan, Weizhen Qi, Yeyun Gong, Dayiheng Liu, Nan Duan, Jiusheng Chen, Ruofei Zhang and Ming Zhou."),xp.forEach(t),mS=s(g),ul=a(g,"LI",{});var Op=n(ul);Lm=a(Op,"STRONG",{});var bie=n(Lm);_h=a(bie,"A",{href:!0});var Sie=n(_h);pS=o(Sie,"QDQBert"),Sie.forEach(t),bie.forEach(t),DS=o(Op," (from NVIDIA) released with the paper "),Wi=a(Op,"A",{href:!0,rel:!0});var wie=n(Wi);yS=o(wie,"Integer Quantization for Deep Learning Inference: Principles and Empirical Evaluation"),wie.forEach(t),AS=o(Op," by Hao Wu, Patrick Judd, Xiaojie Zhang, Mikhail Isaev and Paulius Micikevicius."),Op.forEach(t),RS=s(g),vl=a(g,"LI",{});var Fp=n(vl);bm=a(Fp,"STRONG",{});var Mie=n(bm);mh=a(Mie,"A",{href:!0});var Pie=n(mh);LS=o(Pie,"RAG"),Pie.forEach(t),Mie.forEach(t),bS=o(Fp," (from Facebook) released with the paper "),Yi=a(Fp,"A",{href:!0,rel:!0});var Gie=n(Yi);SS=o(Gie,"Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks"),Gie.forEach(t),wS=o(Fp," by Patrick Lewis, Ethan Perez, Aleksandara Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich K\xFCttler, Mike Lewis, Wen-tau Yih, Tim Rockt\xE4schel, Sebastian Riedel, Douwe Kiela."),Fp.forEach(t),MS=s(g),El=a(g,"LI",{});var Wp=n(El);Sm=a(Wp,"STRONG",{});var kie=n(Sm);ph=a(kie,"A",{href:!0});var Nie=n(ph);PS=o(Nie,"REALM"),Nie.forEach(t),kie.forEach(t),GS=o(Wp," (from Google Research) released with the paper "),Ji=a(Wp,"A",{href:!0,rel:!0});var Cie=n(Ji);kS=o(Cie,"REALM: Retrieval-Augmented Language Model Pre-Training"),Cie.forEach(t),NS=o(Wp," by Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat and Ming-Wei Chang."),Wp.forEach(t),CS=s(g),Tl=a(g,"LI",{});var Yp=n(Tl);wm=a(Yp,"STRONG",{});var Bie=n(wm);Dh=a(Bie,"A",{href:!0});var Iie=n(Dh);BS=o(Iie,"Reformer"),Iie.forEach(t),Bie.forEach(t),IS=o(Yp," (from Google Research) released with the paper "),Vi=a(Yp,"A",{href:!0,rel:!0});var xie=n(Vi);xS=o(xie,"Reformer: The Efficient Transformer"),xie.forEach(t),OS=o(Yp," by Nikita Kitaev, \u0141ukasz Kaiser, Anselm Levskaya."),Yp.forEach(t),FS=s(g),_l=a(g,"LI",{});var Jp=n(_l);Mm=a(Jp,"STRONG",{});var Oie=n(Mm);yh=a(Oie,"A",{href:!0});var Fie=n(yh);WS=o(Fie,"RegNet"),Fie.forEach(t),Oie.forEach(t),YS=o(Jp," (from META Platforms) released with the paper "),Ki=a(Jp,"A",{href:!0,rel:!0});var Wie=n(Ki);JS=o(Wie,"Designing Network Design Space"),Wie.forEach(t),VS=o(Jp," by Ilija Radosavovic, Raj Prateek Kosaraju, Ross Girshick, Kaiming He, Piotr Doll\xE1r."),Jp.forEach(t),KS=s(g),ml=a(g,"LI",{});var Vp=n(ml);Pm=a(Vp,"STRONG",{});var Yie=n(Pm);Ah=a(Yie,"A",{href:!0});var Jie=n(Ah);XS=o(Jie,"RemBERT"),Jie.forEach(t),Yie.forEach(t),ZS=o(Vp," (from Google Research) released with the paper "),Xi=a(Vp,"A",{href:!0,rel:!0});var Vie=n(Xi);HS=o(Vie,"Rethinking embedding coupling in pre-trained language models"),Vie.forEach(t),zS=o(Vp," by Hyung Won Chung, Thibault F\xE9vry, Henry Tsai, M. Johnson, Sebastian Ruder."),Vp.forEach(t),US=s(g),pl=a(g,"LI",{});var Kp=n(pl);Gm=a(Kp,"STRONG",{});var Kie=n(Gm);Rh=a(Kie,"A",{href:!0});var Xie=n(Rh);qS=o(Xie,"ResNet"),Xie.forEach(t),Kie.forEach(t),jS=o(Kp," (from Microsoft Research) released with the paper "),Zi=a(Kp,"A",{href:!0,rel:!0});var Zie=n(Zi);QS=o(Zie,"Deep Residual Learning for Image Recognition"),Zie.forEach(t),$S=o(Kp," by Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun."),Kp.forEach(t),ew=s(g),Dl=a(g,"LI",{});var Xp=n(Dl);km=a(Xp,"STRONG",{});var Hie=n(km);Lh=a(Hie,"A",{href:!0});var zie=n(Lh);tw=o(zie,"RoBERTa"),zie.forEach(t),Hie.forEach(t),rw=o(Xp," (from Facebook), released together with the paper "),Hi=a(Xp,"A",{href:!0,rel:!0});var Uie=n(Hi);aw=o(Uie,"RoBERTa: A Robustly Optimized BERT Pretraining Approach"),Uie.forEach(t),nw=o(Xp," by Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, Veselin Stoyanov."),Xp.forEach(t),lw=s(g),yl=a(g,"LI",{});var Zp=n(yl);Nm=a(Zp,"STRONG",{});var qie=n(Nm);bh=a(qie,"A",{href:!0});var jie=n(bh);ow=o(jie,"RoFormer"),jie.forEach(t),qie.forEach(t),iw=o(Zp," (from ZhuiyiTechnology), released together with the paper "),zi=a(Zp,"A",{href:!0,rel:!0});var Qie=n(zi);dw=o(Qie,"RoFormer: Enhanced Transformer with Rotary Position Embedding"),Qie.forEach(t),sw=o(Zp," by Jianlin Su and Yu Lu and Shengfeng Pan and Bo Wen and Yunfeng Liu."),Zp.forEach(t),hw=s(g),Al=a(g,"LI",{});var Hp=n(Al);Cm=a(Hp,"STRONG",{});var $ie=n(Cm);Sh=a($ie,"A",{href:!0});var ede=n(Sh);gw=o(ede,"SegFormer"),ede.forEach(t),$ie.forEach(t),cw=o(Hp," (from NVIDIA) released with the paper "),Ui=a(Hp,"A",{href:!0,rel:!0});var tde=n(Ui);fw=o(tde,"SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers"),tde.forEach(t),uw=o(Hp," by Enze Xie, Wenhai Wang, Zhiding Yu, Anima Anandkumar, Jose M. Alvarez, Ping Luo."),Hp.forEach(t),vw=s(g),Rl=a(g,"LI",{});var zp=n(Rl);Bm=a(zp,"STRONG",{});var rde=n(Bm);wh=a(rde,"A",{href:!0});var ade=n(wh);Ew=o(ade,"SEW"),ade.forEach(t),rde.forEach(t),Tw=o(zp," (from ASAPP) released with the paper "),qi=a(zp,"A",{href:!0,rel:!0});var nde=n(qi);_w=o(nde,"Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition"),nde.forEach(t),mw=o(zp," by Felix Wu, Kwangyoun Kim, Jing Pan, Kyu Han, Kilian Q. Weinberger, Yoav Artzi."),zp.forEach(t),pw=s(g),Ll=a(g,"LI",{});var Up=n(Ll);Im=a(Up,"STRONG",{});var lde=n(Im);Mh=a(lde,"A",{href:!0});var ode=n(Mh);Dw=o(ode,"SEW-D"),ode.forEach(t),lde.forEach(t),yw=o(Up," (from ASAPP) released with the paper "),ji=a(Up,"A",{href:!0,rel:!0});var ide=n(ji);Aw=o(ide,"Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition"),ide.forEach(t),Rw=o(Up," by Felix Wu, Kwangyoun Kim, Jing Pan, Kyu Han, Kilian Q. Weinberger, Yoav Artzi."),Up.forEach(t),Lw=s(g),bl=a(g,"LI",{});var qp=n(bl);xm=a(qp,"STRONG",{});var dde=n(xm);Ph=a(dde,"A",{href:!0});var sde=n(Ph);bw=o(sde,"SpeechToTextTransformer"),sde.forEach(t),dde.forEach(t),Sw=o(qp," (from Facebook), released together with the paper "),Qi=a(qp,"A",{href:!0,rel:!0});var hde=n(Qi);ww=o(hde,"fairseq S2T: Fast Speech-to-Text Modeling with fairseq"),hde.forEach(t),Mw=o(qp," by Changhan Wang, Yun Tang, Xutai Ma, Anne Wu, Dmytro Okhonko, Juan Pino."),qp.forEach(t),Pw=s(g),Sl=a(g,"LI",{});var jp=n(Sl);Om=a(jp,"STRONG",{});var gde=n(Om);Gh=a(gde,"A",{href:!0});var cde=n(Gh);Gw=o(cde,"SpeechToTextTransformer2"),cde.forEach(t),gde.forEach(t),kw=o(jp," (from Facebook), released together with the paper "),$i=a(jp,"A",{href:!0,rel:!0});var fde=n($i);Nw=o(fde,"Large-Scale Self- and Semi-Supervised Learning for Speech Translation"),fde.forEach(t),Cw=o(jp," by Changhan Wang, Anne Wu, Juan Pino, Alexei Baevski, Michael Auli, Alexis Conneau."),jp.forEach(t),Bw=s(g),wl=a(g,"LI",{});var Qp=n(wl);Fm=a(Qp,"STRONG",{});var ude=n(Fm);kh=a(ude,"A",{href:!0});var vde=n(kh);Iw=o(vde,"Splinter"),vde.forEach(t),ude.forEach(t),xw=o(Qp," (from Tel Aviv University), released together with the paper "),ed=a(Qp,"A",{href:!0,rel:!0});var Ede=n(ed);Ow=o(Ede,"Few-Shot Question Answering by Pretraining Span Selection"),Ede.forEach(t),Fw=o(Qp," by Ori Ram, Yuval Kirstain, Jonathan Berant, Amir Globerson, Omer Levy."),Qp.forEach(t),Ww=s(g),Ml=a(g,"LI",{});var $p=n(Ml);Wm=a($p,"STRONG",{});var Tde=n(Wm);Nh=a(Tde,"A",{href:!0});var _de=n(Nh);Yw=o(_de,"SqueezeBERT"),_de.forEach(t),Tde.forEach(t),Jw=o($p," (from Berkeley) released with the paper "),td=a($p,"A",{href:!0,rel:!0});var mde=n(td);Vw=o(mde,"SqueezeBERT: What can computer vision teach NLP about efficient neural networks?"),mde.forEach(t),Kw=o($p," by Forrest N. Iandola, Albert E. Shaw, Ravi Krishna, and Kurt W. Keutzer."),$p.forEach(t),Xw=s(g),Pl=a(g,"LI",{});var e9=n(Pl);Ym=a(e9,"STRONG",{});var pde=n(Ym);Ch=a(pde,"A",{href:!0});var Dde=n(Ch);Zw=o(Dde,"Swin Transformer"),Dde.forEach(t),pde.forEach(t),Hw=o(e9," (from Microsoft) released with the paper "),rd=a(e9,"A",{href:!0,rel:!0});var yde=n(rd);zw=o(yde,"Swin Transformer: Hierarchical Vision Transformer using Shifted Windows"),yde.forEach(t),Uw=o(e9," by Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, Baining Guo."),e9.forEach(t),qw=s(g),Gl=a(g,"LI",{});var t9=n(Gl);Jm=a(t9,"STRONG",{});var Ade=n(Jm);Bh=a(Ade,"A",{href:!0});var Rde=n(Bh);jw=o(Rde,"T5"),Rde.forEach(t),Ade.forEach(t),Qw=o(t9," (from Google AI) released with the paper "),ad=a(t9,"A",{href:!0,rel:!0});var Lde=n(ad);$w=o(Lde,"Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"),Lde.forEach(t),eM=o(t9," by Colin Raffel and Noam Shazeer and Adam Roberts and Katherine Lee and Sharan Narang and Michael Matena and Yanqi Zhou and Wei Li and Peter J. Liu."),t9.forEach(t),tM=s(g),kl=a(g,"LI",{});var r9=n(kl);Vm=a(r9,"STRONG",{});var bde=n(Vm);Ih=a(bde,"A",{href:!0});var Sde=n(Ih);rM=o(Sde,"T5v1.1"),Sde.forEach(t),bde.forEach(t),aM=o(r9," (from Google AI) released in the repository "),nd=a(r9,"A",{href:!0,rel:!0});var wde=n(nd);nM=o(wde,"google-research/text-to-text-transfer-transformer"),wde.forEach(t),lM=o(r9," by Colin Raffel and Noam Shazeer and Adam Roberts and Katherine Lee and Sharan Narang and Michael Matena and Yanqi Zhou and Wei Li and Peter J. Liu."),r9.forEach(t),oM=s(g),Nl=a(g,"LI",{});var a9=n(Nl);Km=a(a9,"STRONG",{});var Mde=n(Km);xh=a(Mde,"A",{href:!0});var Pde=n(xh);iM=o(Pde,"TAPAS"),Pde.forEach(t),Mde.forEach(t),dM=o(a9," (from Google AI) released with the paper "),ld=a(a9,"A",{href:!0,rel:!0});var Gde=n(ld);sM=o(Gde,"TAPAS: Weakly Supervised Table Parsing via Pre-training"),Gde.forEach(t),hM=o(a9," by Jonathan Herzig, Pawe\u0142 Krzysztof Nowak, Thomas M\xFCller, Francesco Piccinno and Julian Martin Eisenschlos."),a9.forEach(t),gM=s(g),Cl=a(g,"LI",{});var n9=n(Cl);Xm=a(n9,"STRONG",{});var kde=n(Xm);Oh=a(kde,"A",{href:!0});var Nde=n(Oh);cM=o(Nde,"TAPEX"),Nde.forEach(t),kde.forEach(t),fM=o(n9," (from Microsoft Research) released with the paper "),od=a(n9,"A",{href:!0,rel:!0});var Cde=n(od);uM=o(Cde,"TAPEX: Table Pre-training via Learning a Neural SQL Executor"),Cde.forEach(t),vM=o(n9," by Qian Liu, Bei Chen, Jiaqi Guo, Morteza Ziyadi, Zeqi Lin, Weizhu Chen, Jian-Guang Lou."),n9.forEach(t),EM=s(g),Bl=a(g,"LI",{});var l9=n(Bl);Zm=a(l9,"STRONG",{});var Bde=n(Zm);Fh=a(Bde,"A",{href:!0});var Ide=n(Fh);TM=o(Ide,"Trajectory Transformer"),Ide.forEach(t),Bde.forEach(t),_M=o(l9," (from the University of California at Berkeley) released with the paper "),id=a(l9,"A",{href:!0,rel:!0});var xde=n(id);mM=o(xde,"Offline Reinforcement Learning as One Big Sequence Modeling Problem"),xde.forEach(t),pM=o(l9," by Michael Janner, Qiyang Li, Sergey Levine"),l9.forEach(t),DM=s(g),Na=a(g,"LI",{});var Cd=n(Na);Hm=a(Cd,"STRONG",{});var Ode=n(Hm);Wh=a(Ode,"A",{href:!0});var Fde=n(Wh);yM=o(Fde,"Transformer-XL"),Fde.forEach(t),Ode.forEach(t),AM=o(Cd," (from Google/CMU) released with the paper "),dd=a(Cd,"A",{href:!0,rel:!0});var Wde=n(dd);RM=o(Wde,"Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context"),Wde.forEach(t),LM=o(Cd," by Zihang Dai"),zm=a(Cd,"EM",{});var Yde=n(zm);bM=o(Yde,", Zhilin Yang"),Yde.forEach(t),SM=o(Cd,", Yiming Yang, Jaime Carbonell, Quoc V. Le, Ruslan Salakhutdinov."),Cd.forEach(t),wM=s(g),Il=a(g,"LI",{});var o9=n(Il);Um=a(o9,"STRONG",{});var Jde=n(Um);Yh=a(Jde,"A",{href:!0});var Vde=n(Yh);MM=o(Vde,"TrOCR"),Vde.forEach(t),Jde.forEach(t),PM=o(o9," (from Microsoft), released together with the paper "),sd=a(o9,"A",{href:!0,rel:!0});var Kde=n(sd);GM=o(Kde,"TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models"),Kde.forEach(t),kM=o(o9," by Minghao Li, Tengchao Lv, Lei Cui, Yijuan Lu, Dinei Florencio, Cha Zhang, Zhoujun Li, Furu Wei."),o9.forEach(t),NM=s(g),xl=a(g,"LI",{});var i9=n(xl);qm=a(i9,"STRONG",{});var Xde=n(qm);Jh=a(Xde,"A",{href:!0});var Zde=n(Jh);CM=o(Zde,"UniSpeech"),Zde.forEach(t),Xde.forEach(t),BM=o(i9," (from Microsoft Research) released with the paper "),hd=a(i9,"A",{href:!0,rel:!0});var Hde=n(hd);IM=o(Hde,"UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data"),Hde.forEach(t),xM=o(i9," by Chengyi Wang, Yu Wu, Yao Qian, Kenichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang."),i9.forEach(t),OM=s(g),Ol=a(g,"LI",{});var d9=n(Ol);jm=a(d9,"STRONG",{});var zde=n(jm);Vh=a(zde,"A",{href:!0});var Ude=n(Vh);FM=o(Ude,"UniSpeechSat"),Ude.forEach(t),zde.forEach(t),WM=o(d9," (from Microsoft Research) released with the paper "),gd=a(d9,"A",{href:!0,rel:!0});var qde=n(gd);YM=o(qde,"UNISPEECH-SAT: UNIVERSAL SPEECH REPRESENTATION LEARNING WITH SPEAKER AWARE PRE-TRAINING"),qde.forEach(t),JM=o(d9," by Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu."),d9.forEach(t),VM=s(g),Fl=a(g,"LI",{});var s9=n(Fl);Qm=a(s9,"STRONG",{});var jde=n(Qm);Kh=a(jde,"A",{href:!0});var Qde=n(Kh);KM=o(Qde,"VAN"),Qde.forEach(t),jde.forEach(t),XM=o(s9," (from Tsinghua University and Nankai University) released with the paper "),cd=a(s9,"A",{href:!0,rel:!0});var $de=n(cd);ZM=o($de,"Visual Attention Network"),$de.forEach(t),HM=o(s9," by Meng-Hao Guo, Cheng-Ze Lu, Zheng-Ning Liu, Ming-Ming Cheng, Shi-Min Hu."),s9.forEach(t),zM=s(g),Wl=a(g,"LI",{});var h9=n(Wl);$m=a(h9,"STRONG",{});var ese=n($m);Xh=a(ese,"A",{href:!0});var tse=n(Xh);UM=o(tse,"ViLT"),tse.forEach(t),ese.forEach(t),qM=o(h9," (from NAVER AI Lab/Kakao Enterprise/Kakao Brain) released with the paper "),fd=a(h9,"A",{href:!0,rel:!0});var rse=n(fd);jM=o(rse,"ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"),rse.forEach(t),QM=o(h9," by Wonjae Kim, Bokyung Son, Ildoo Kim."),h9.forEach(t),$M=s(g),Yl=a(g,"LI",{});var g9=n(Yl);e6=a(g9,"STRONG",{});var ase=n(e6);Zh=a(ase,"A",{href:!0});var nse=n(Zh);eP=o(nse,"Vision Transformer (ViT)"),nse.forEach(t),ase.forEach(t),tP=o(g9," (from Google AI) released with the paper "),ud=a(g9,"A",{href:!0,rel:!0});var lse=n(ud);rP=o(lse,"An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale"),lse.forEach(t),aP=o(g9," by Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, Neil Houlsby."),g9.forEach(t),nP=s(g),Jl=a(g,"LI",{});var c9=n(Jl);t6=a(c9,"STRONG",{});var ose=n(t6);Hh=a(ose,"A",{href:!0});var ise=n(Hh);lP=o(ise,"VisualBERT"),ise.forEach(t),ose.forEach(t),oP=o(c9," (from UCLA NLP) released with the paper "),vd=a(c9,"A",{href:!0,rel:!0});var dse=n(vd);iP=o(dse,"VisualBERT: A Simple and Performant Baseline for Vision and Language"),dse.forEach(t),dP=o(c9," by Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh, Kai-Wei Chang."),c9.forEach(t),sP=s(g),Vl=a(g,"LI",{});var f9=n(Vl);r6=a(f9,"STRONG",{});var sse=n(r6);zh=a(sse,"A",{href:!0});var hse=n(zh);hP=o(hse,"ViTMAE"),hse.forEach(t),sse.forEach(t),gP=o(f9," (from Meta AI) released with the paper "),Ed=a(f9,"A",{href:!0,rel:!0});var gse=n(Ed);cP=o(gse,"Masked Autoencoders Are Scalable Vision Learners"),gse.forEach(t),fP=o(f9," by Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Doll\xE1r, Ross Girshick."),f9.forEach(t),uP=s(g),Kl=a(g,"LI",{});var u9=n(Kl);a6=a(u9,"STRONG",{});var cse=n(a6);Uh=a(cse,"A",{href:!0});var fse=n(Uh);vP=o(fse,"Wav2Vec2"),fse.forEach(t),cse.forEach(t),EP=o(u9," (from Facebook AI) released with the paper "),Td=a(u9,"A",{href:!0,rel:!0});var use=n(Td);TP=o(use,"wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations"),use.forEach(t),_P=o(u9," by Alexei Baevski, Henry Zhou, Abdelrahman Mohamed, Michael Auli."),u9.forEach(t),mP=s(g),Xl=a(g,"LI",{});var v9=n(Xl);n6=a(v9,"STRONG",{});var vse=n(n6);qh=a(vse,"A",{href:!0});var Ese=n(qh);pP=o(Ese,"Wav2Vec2Phoneme"),Ese.forEach(t),vse.forEach(t),DP=o(v9," (from Facebook AI) released with the paper "),_d=a(v9,"A",{href:!0,rel:!0});var Tse=n(_d);yP=o(Tse,"Simple and Effective Zero-shot Cross-lingual Phoneme Recognition"),Tse.forEach(t),AP=o(v9," by Qiantong Xu, Alexei Baevski, Michael Auli."),v9.forEach(t),RP=s(g),Zl=a(g,"LI",{});var E9=n(Zl);l6=a(E9,"STRONG",{});var _se=n(l6);jh=a(_se,"A",{href:!0});var mse=n(jh);LP=o(mse,"WavLM"),mse.forEach(t),_se.forEach(t),bP=o(E9," (from Microsoft Research) released with the paper "),md=a(E9,"A",{href:!0,rel:!0});var pse=n(md);SP=o(pse,"WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing"),pse.forEach(t),wP=o(E9," by Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Furu Wei."),E9.forEach(t),MP=s(g),Hl=a(g,"LI",{});var T9=n(Hl);o6=a(T9,"STRONG",{});var Dse=n(o6);Qh=a(Dse,"A",{href:!0});var yse=n(Qh);PP=o(yse,"XGLM"),yse.forEach(t),Dse.forEach(t),GP=o(T9," (From Facebook AI) released with the paper "),pd=a(T9,"A",{href:!0,rel:!0});var Ase=n(pd);kP=o(Ase,"Few-shot Learning with Multilingual Language Models"),Ase.forEach(t),NP=o(T9," by Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tianlu Wang, Shuohui Chen, Daniel Simig, Myle Ott, Naman Goyal, Shruti Bhosale, Jingfei Du, Ramakanth Pasunuru, Sam Shleifer, Punit Singh Koura, Vishrav Chaudhary, Brian O\u2019Horo, Jeff Wang, Luke Zettlemoyer, Zornitsa Kozareva, Mona Diab, Veselin Stoyanov, Xian Li."),T9.forEach(t),CP=s(g),zl=a(g,"LI",{});var _9=n(zl);i6=a(_9,"STRONG",{});var Rse=n(i6);$h=a(Rse,"A",{href:!0});var Lse=n($h);BP=o(Lse,"XLM"),Lse.forEach(t),Rse.forEach(t),IP=o(_9," (from Facebook) released together with the paper "),Dd=a(_9,"A",{href:!0,rel:!0});var bse=n(Dd);xP=o(bse,"Cross-lingual Language Model Pretraining"),bse.forEach(t),OP=o(_9," by Guillaume Lample and Alexis Conneau."),_9.forEach(t),FP=s(g),Ul=a(g,"LI",{});var m9=n(Ul);d6=a(m9,"STRONG",{});var Sse=n(d6);eg=a(Sse,"A",{href:!0});var wse=n(eg);WP=o(wse,"XLM-ProphetNet"),wse.forEach(t),Sse.forEach(t),YP=o(m9," (from Microsoft Research) released with the paper "),yd=a(m9,"A",{href:!0,rel:!0});var Mse=n(yd);JP=o(Mse,"ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training"),Mse.forEach(t),VP=o(m9," by Yu Yan, Weizhen Qi, Yeyun Gong, Dayiheng Liu, Nan Duan, Jiusheng Chen, Ruofei Zhang and Ming Zhou."),m9.forEach(t),KP=s(g),Ca=a(g,"LI",{});var Bd=n(Ca);s6=a(Bd,"STRONG",{});var Pse=n(s6);tg=a(Pse,"A",{href:!0});var Gse=n(tg);XP=o(Gse,"XLM-RoBERTa"),Gse.forEach(t),Pse.forEach(t),ZP=o(Bd," (from Facebook AI), released together with the paper "),Ad=a(Bd,"A",{href:!0,rel:!0});var kse=n(Ad);HP=o(kse,"Unsupervised Cross-lingual Representation Learning at Scale"),kse.forEach(t),zP=o(Bd," by Alexis Conneau"),h6=a(Bd,"EM",{});var Nse=n(h6);UP=o(Nse,", Kartikay Khandelwal"),Nse.forEach(t),qP=o(Bd,", Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzm\xE1n, Edouard Grave, Myle Ott, Luke Zettlemoyer and Veselin Stoyanov."),Bd.forEach(t),jP=s(g),ql=a(g,"LI",{});var p9=n(ql);g6=a(p9,"STRONG",{});var Cse=n(g6);rg=a(Cse,"A",{href:!0});var Bse=n(rg);QP=o(Bse,"XLM-RoBERTa-XL"),Bse.forEach(t),Cse.forEach(t),$P=o(p9," (from Facebook AI), released together with the paper "),Rd=a(p9,"A",{href:!0,rel:!0});var Ise=n(Rd);eG=o(Ise,"Larger-Scale Transformers for Multilingual Masked Language Modeling"),Ise.forEach(t),tG=o(p9," by Naman Goyal, Jingfei Du, Myle Ott, Giri Anantharaman, Alexis Conneau."),p9.forEach(t),rG=s(g),Ba=a(g,"LI",{});var Id=n(Ba);c6=a(Id,"STRONG",{});var xse=n(c6);ag=a(xse,"A",{href:!0});var Ose=n(ag);aG=o(Ose,"XLNet"),Ose.forEach(t),xse.forEach(t),nG=o(Id," (from Google/CMU) released with the paper "),Ld=a(Id,"A",{href:!0,rel:!0});var Fse=n(Ld);lG=o(Fse,"\u200BXLNet: Generalized Autoregressive Pretraining for Language Understanding"),Fse.forEach(t),oG=o(Id," by Zhilin Yang"),f6=a(Id,"EM",{});var Wse=n(f6);iG=o(Wse,", Zihang Dai"),Wse.forEach(t),dG=o(Id,", Yiming Yang, Jaime Carbonell, Ruslan Salakhutdinov, Quoc V. Le."),Id.forEach(t),sG=s(g),jl=a(g,"LI",{});var D9=n(jl);u6=a(D9,"STRONG",{});var Yse=n(u6);ng=a(Yse,"A",{href:!0});var Jse=n(ng);hG=o(Jse,"XLS-R"),Jse.forEach(t),Yse.forEach(t),gG=o(D9," (from Facebook AI) released with the paper "),bd=a(D9,"A",{href:!0,rel:!0});var Vse=n(bd);cG=o(Vse,"XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale"),Vse.forEach(t),fG=o(D9," by Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli."),D9.forEach(t),uG=s(g),Ql=a(g,"LI",{});var y9=n(Ql);v6=a(y9,"STRONG",{});var Kse=n(v6);lg=a(Kse,"A",{href:!0});var Xse=n(lg);vG=o(Xse,"XLSR-Wav2Vec2"),Xse.forEach(t),Kse.forEach(t),EG=o(y9," (from Facebook AI) released with the paper "),Sd=a(y9,"A",{href:!0,rel:!0});var Zse=n(Sd);TG=o(Zse,"Unsupervised Cross-Lingual Representation Learning For Speech Recognition"),Zse.forEach(t),_G=o(y9," by Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli."),y9.forEach(t),mG=s(g),$l=a(g,"LI",{});var A9=n($l);E6=a(A9,"STRONG",{});var Hse=n(E6);og=a(Hse,"A",{href:!0});var zse=n(og);pG=o(zse,"YOLOS"),zse.forEach(t),Hse.forEach(t),DG=o(A9," (from Huazhong University of Science & Technology) released with the paper "),wd=a(A9,"A",{href:!0,rel:!0});var Use=n(wd);yG=o(Use,"You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection"),Use.forEach(t),AG=o(A9," by Yuxin Fang, Bencheng Liao, Xinggang Wang, Jiemin Fang, Jiyang Qi, Rui Wu, Jianwei Niu, Wenyu Liu."),A9.forEach(t),RG=s(g),eo=a(g,"LI",{});var R9=n(eo);T6=a(R9,"STRONG",{});var qse=n(T6);ig=a(qse,"A",{href:!0});var jse=n(ig);LG=o(jse,"YOSO"),jse.forEach(t),qse.forEach(t),bG=o(R9," (from the University of Wisconsin - Madison) released with the paper "),Md=a(R9,"A",{href:!0,rel:!0});var Qse=n(Md);SG=o(Qse,"You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling"),Qse.forEach(t),wG=o(R9," by Zhanpeng Zeng, Yunyang Xiong, Sathya N. Ravi, Shailesh Acharya, Glenn Fung, Vikas Singh."),R9.forEach(t),g.forEach(t),H9=s(u),Ka=a(u,"H3",{class:!0});var r7=n(Ka);to=a(r7,"A",{id:!0,class:!0,href:!0});var $se=n(to);_6=a($se,"SPAN",{});var ehe=n(_6);b9(Pd.$$.fragment,ehe),ehe.forEach(t),$se.forEach(t),MG=s(r7),m6=a(r7,"SPAN",{});var the=n(m6);PG=o(the,"Supported frameworks"),the.forEach(t),r7.forEach(t),z9=s(u),dg=a(u,"P",{});var rhe=n(dg);GG=o(rhe,`The table below represents the current support in the library for each of those models, whether they have a Python
tokenizer (called \u201Cslow\u201D). A \u201Cfast\u201D tokenizer backed by the \u{1F917} Tokenizers library, whether they have support in Jax (via
Flax), PyTorch, and/or TensorFlow.`),rhe.forEach(t),U9=s(u),ro=a(u,"TABLE",{});var a7=n(ro);p6=a(a7,"THEAD",{});var ahe=n(p6);T=a(ahe,"TR",{});var Lt=n(T);sg=a(Lt,"TH",{align:!0});var nhe=n(sg);kG=o(nhe,"Model"),nhe.forEach(t),NG=s(Lt),hg=a(Lt,"TH",{align:!0});var lhe=n(hg);CG=o(lhe,"Tokenizer slow"),lhe.forEach(t),BG=s(Lt),gg=a(Lt,"TH",{align:!0});var ohe=n(gg);IG=o(ohe,"Tokenizer fast"),ohe.forEach(t),xG=s(Lt),cg=a(Lt,"TH",{align:!0});var ihe=n(cg);OG=o(ihe,"PyTorch support"),ihe.forEach(t),FG=s(Lt),fg=a(Lt,"TH",{align:!0});var dhe=n(fg);WG=o(dhe,"TensorFlow support"),dhe.forEach(t),YG=s(Lt),ug=a(Lt,"TH",{align:!0});var she=n(ug);JG=o(she,"Flax Support"),she.forEach(t),Lt.forEach(t),ahe.forEach(t),VG=s(a7),c=a(a7,"TBODY",{});var f=n(c);_=a(f,"TR",{});var bt=n(_);vg=a(bt,"TD",{align:!0});var hhe=n(vg);KG=o(hhe,"ALBERT"),hhe.forEach(t),XG=s(bt),Eg=a(bt,"TD",{align:!0});var ghe=n(Eg);ZG=o(ghe,"\u2705"),ghe.forEach(t),HG=s(bt),Tg=a(bt,"TD",{align:!0});var che=n(Tg);zG=o(che,"\u2705"),che.forEach(t),UG=s(bt),_g=a(bt,"TD",{align:!0});var fhe=n(_g);qG=o(fhe,"\u2705"),fhe.forEach(t),jG=s(bt),mg=a(bt,"TD",{align:!0});var uhe=n(mg);QG=o(uhe,"\u2705"),uhe.forEach(t),$G=s(bt),pg=a(bt,"TD",{align:!0});var vhe=n(pg);ek=o(vhe,"\u2705"),vhe.forEach(t),bt.forEach(t),tk=s(f),m=a(f,"TR",{});var St=n(m);Dg=a(St,"TD",{align:!0});var Ehe=n(Dg);rk=o(Ehe,"BART"),Ehe.forEach(t),ak=s(St),yg=a(St,"TD",{align:!0});var The=n(yg);nk=o(The,"\u2705"),The.forEach(t),lk=s(St),Ag=a(St,"TD",{align:!0});var _he=n(Ag);ok=o(_he,"\u2705"),_he.forEach(t),ik=s(St),Rg=a(St,"TD",{align:!0});var mhe=n(Rg);dk=o(mhe,"\u2705"),mhe.forEach(t),sk=s(St),Lg=a(St,"TD",{align:!0});var phe=n(Lg);hk=o(phe,"\u2705"),phe.forEach(t),gk=s(St),bg=a(St,"TD",{align:!0});var Dhe=n(bg);ck=o(Dhe,"\u2705"),Dhe.forEach(t),St.forEach(t),fk=s(f),p=a(f,"TR",{});var wt=n(p);Sg=a(wt,"TD",{align:!0});var yhe=n(Sg);uk=o(yhe,"BEiT"),yhe.forEach(t),vk=s(wt),wg=a(wt,"TD",{align:!0});var Ahe=n(wg);Ek=o(Ahe,"\u274C"),Ahe.forEach(t),Tk=s(wt),Mg=a(wt,"TD",{align:!0});var Rhe=n(Mg);_k=o(Rhe,"\u274C"),Rhe.forEach(t),mk=s(wt),Pg=a(wt,"TD",{align:!0});var Lhe=n(Pg);pk=o(Lhe,"\u2705"),Lhe.forEach(t),Dk=s(wt),Gg=a(wt,"TD",{align:!0});var bhe=n(Gg);yk=o(bhe,"\u274C"),bhe.forEach(t),Ak=s(wt),kg=a(wt,"TD",{align:!0});var She=n(kg);Rk=o(She,"\u2705"),She.forEach(t),wt.forEach(t),Lk=s(f),D=a(f,"TR",{});var Mt=n(D);Ng=a(Mt,"TD",{align:!0});var whe=n(Ng);bk=o(whe,"BERT"),whe.forEach(t),Sk=s(Mt),Cg=a(Mt,"TD",{align:!0});var Mhe=n(Cg);wk=o(Mhe,"\u2705"),Mhe.forEach(t),Mk=s(Mt),Bg=a(Mt,"TD",{align:!0});var Phe=n(Bg);Pk=o(Phe,"\u2705"),Phe.forEach(t),Gk=s(Mt),Ig=a(Mt,"TD",{align:!0});var Ghe=n(Ig);kk=o(Ghe,"\u2705"),Ghe.forEach(t),Nk=s(Mt),xg=a(Mt,"TD",{align:!0});var khe=n(xg);Ck=o(khe,"\u2705"),khe.forEach(t),Bk=s(Mt),Og=a(Mt,"TD",{align:!0});var Nhe=n(Og);Ik=o(Nhe,"\u2705"),Nhe.forEach(t),Mt.forEach(t),xk=s(f),y=a(f,"TR",{});var Pt=n(y);Fg=a(Pt,"TD",{align:!0});var Che=n(Fg);Ok=o(Che,"Bert Generation"),Che.forEach(t),Fk=s(Pt),Wg=a(Pt,"TD",{align:!0});var Bhe=n(Wg);Wk=o(Bhe,"\u2705"),Bhe.forEach(t),Yk=s(Pt),Yg=a(Pt,"TD",{align:!0});var Ihe=n(Yg);Jk=o(Ihe,"\u274C"),Ihe.forEach(t),Vk=s(Pt),Jg=a(Pt,"TD",{align:!0});var xhe=n(Jg);Kk=o(xhe,"\u2705"),xhe.forEach(t),Xk=s(Pt),Vg=a(Pt,"TD",{align:!0});var Ohe=n(Vg);Zk=o(Ohe,"\u274C"),Ohe.forEach(t),Hk=s(Pt),Kg=a(Pt,"TD",{align:!0});var Fhe=n(Kg);zk=o(Fhe,"\u274C"),Fhe.forEach(t),Pt.forEach(t),Uk=s(f),A=a(f,"TR",{});var Gt=n(A);Xg=a(Gt,"TD",{align:!0});var Whe=n(Xg);qk=o(Whe,"BigBird"),Whe.forEach(t),jk=s(Gt),Zg=a(Gt,"TD",{align:!0});var Yhe=n(Zg);Qk=o(Yhe,"\u2705"),Yhe.forEach(t),$k=s(Gt),Hg=a(Gt,"TD",{align:!0});var Jhe=n(Hg);eN=o(Jhe,"\u2705"),Jhe.forEach(t),tN=s(Gt),zg=a(Gt,"TD",{align:!0});var Vhe=n(zg);rN=o(Vhe,"\u2705"),Vhe.forEach(t),aN=s(Gt),Ug=a(Gt,"TD",{align:!0});var Khe=n(Ug);nN=o(Khe,"\u274C"),Khe.forEach(t),lN=s(Gt),qg=a(Gt,"TD",{align:!0});var Xhe=n(qg);oN=o(Xhe,"\u2705"),Xhe.forEach(t),Gt.forEach(t),iN=s(f),R=a(f,"TR",{});var kt=n(R);jg=a(kt,"TD",{align:!0});var Zhe=n(jg);dN=o(Zhe,"BigBird-Pegasus"),Zhe.forEach(t),sN=s(kt),Qg=a(kt,"TD",{align:!0});var Hhe=n(Qg);hN=o(Hhe,"\u274C"),Hhe.forEach(t),gN=s(kt),$g=a(kt,"TD",{align:!0});var zhe=n($g);cN=o(zhe,"\u274C"),zhe.forEach(t),fN=s(kt),ec=a(kt,"TD",{align:!0});var Uhe=n(ec);uN=o(Uhe,"\u2705"),Uhe.forEach(t),vN=s(kt),tc=a(kt,"TD",{align:!0});var qhe=n(tc);EN=o(qhe,"\u274C"),qhe.forEach(t),TN=s(kt),rc=a(kt,"TD",{align:!0});var jhe=n(rc);_N=o(jhe,"\u274C"),jhe.forEach(t),kt.forEach(t),mN=s(f),L=a(f,"TR",{});var Nt=n(L);ac=a(Nt,"TD",{align:!0});var Qhe=n(ac);pN=o(Qhe,"Blenderbot"),Qhe.forEach(t),DN=s(Nt),nc=a(Nt,"TD",{align:!0});var $he=n(nc);yN=o($he,"\u2705"),$he.forEach(t),AN=s(Nt),lc=a(Nt,"TD",{align:!0});var ege=n(lc);RN=o(ege,"\u2705"),ege.forEach(t),LN=s(Nt),oc=a(Nt,"TD",{align:!0});var tge=n(oc);bN=o(tge,"\u2705"),tge.forEach(t),SN=s(Nt),ic=a(Nt,"TD",{align:!0});var rge=n(ic);wN=o(rge,"\u2705"),rge.forEach(t),MN=s(Nt),dc=a(Nt,"TD",{align:!0});var age=n(dc);PN=o(age,"\u2705"),age.forEach(t),Nt.forEach(t),GN=s(f),b=a(f,"TR",{});var Ct=n(b);sc=a(Ct,"TD",{align:!0});var nge=n(sc);kN=o(nge,"BlenderbotSmall"),nge.forEach(t),NN=s(Ct),hc=a(Ct,"TD",{align:!0});var lge=n(hc);CN=o(lge,"\u2705"),lge.forEach(t),BN=s(Ct),gc=a(Ct,"TD",{align:!0});var oge=n(gc);IN=o(oge,"\u2705"),oge.forEach(t),xN=s(Ct),cc=a(Ct,"TD",{align:!0});var ige=n(cc);ON=o(ige,"\u2705"),ige.forEach(t),FN=s(Ct),fc=a(Ct,"TD",{align:!0});var dge=n(fc);WN=o(dge,"\u2705"),dge.forEach(t),YN=s(Ct),uc=a(Ct,"TD",{align:!0});var sge=n(uc);JN=o(sge,"\u2705"),sge.forEach(t),Ct.forEach(t),VN=s(f),S=a(f,"TR",{});var Bt=n(S);vc=a(Bt,"TD",{align:!0});var hge=n(vc);KN=o(hge,"CamemBERT"),hge.forEach(t),XN=s(Bt),Ec=a(Bt,"TD",{align:!0});var gge=n(Ec);ZN=o(gge,"\u2705"),gge.forEach(t),HN=s(Bt),Tc=a(Bt,"TD",{align:!0});var cge=n(Tc);zN=o(cge,"\u2705"),cge.forEach(t),UN=s(Bt),_c=a(Bt,"TD",{align:!0});var fge=n(_c);qN=o(fge,"\u2705"),fge.forEach(t),jN=s(Bt),mc=a(Bt,"TD",{align:!0});var uge=n(mc);QN=o(uge,"\u2705"),uge.forEach(t),$N=s(Bt),pc=a(Bt,"TD",{align:!0});var vge=n(pc);eC=o(vge,"\u274C"),vge.forEach(t),Bt.forEach(t),tC=s(f),w=a(f,"TR",{});var It=n(w);Dc=a(It,"TD",{align:!0});var Ege=n(Dc);rC=o(Ege,"CANINE"),Ege.forEach(t),aC=s(It),yc=a(It,"TD",{align:!0});var Tge=n(yc);nC=o(Tge,"\u2705"),Tge.forEach(t),lC=s(It),Ac=a(It,"TD",{align:!0});var _ge=n(Ac);oC=o(_ge,"\u274C"),_ge.forEach(t),iC=s(It),Rc=a(It,"TD",{align:!0});var mge=n(Rc);dC=o(mge,"\u2705"),mge.forEach(t),sC=s(It),Lc=a(It,"TD",{align:!0});var pge=n(Lc);hC=o(pge,"\u274C"),pge.forEach(t),gC=s(It),bc=a(It,"TD",{align:!0});var Dge=n(bc);cC=o(Dge,"\u274C"),Dge.forEach(t),It.forEach(t),fC=s(f),M=a(f,"TR",{});var xt=n(M);Sc=a(xt,"TD",{align:!0});var yge=n(Sc);uC=o(yge,"CLIP"),yge.forEach(t),vC=s(xt),wc=a(xt,"TD",{align:!0});var Age=n(wc);EC=o(Age,"\u2705"),Age.forEach(t),TC=s(xt),Mc=a(xt,"TD",{align:!0});var Rge=n(Mc);_C=o(Rge,"\u2705"),Rge.forEach(t),mC=s(xt),Pc=a(xt,"TD",{align:!0});var Lge=n(Pc);pC=o(Lge,"\u2705"),Lge.forEach(t),DC=s(xt),Gc=a(xt,"TD",{align:!0});var bge=n(Gc);yC=o(bge,"\u2705"),bge.forEach(t),AC=s(xt),kc=a(xt,"TD",{align:!0});var Sge=n(kc);RC=o(Sge,"\u2705"),Sge.forEach(t),xt.forEach(t),LC=s(f),P=a(f,"TR",{});var Ot=n(P);Nc=a(Ot,"TD",{align:!0});var wge=n(Nc);bC=o(wge,"ConvBERT"),wge.forEach(t),SC=s(Ot),Cc=a(Ot,"TD",{align:!0});var Mge=n(Cc);wC=o(Mge,"\u2705"),Mge.forEach(t),MC=s(Ot),Bc=a(Ot,"TD",{align:!0});var Pge=n(Bc);PC=o(Pge,"\u2705"),Pge.forEach(t),GC=s(Ot),Ic=a(Ot,"TD",{align:!0});var Gge=n(Ic);kC=o(Gge,"\u2705"),Gge.forEach(t),NC=s(Ot),xc=a(Ot,"TD",{align:!0});var kge=n(xc);CC=o(kge,"\u2705"),kge.forEach(t),BC=s(Ot),Oc=a(Ot,"TD",{align:!0});var Nge=n(Oc);IC=o(Nge,"\u274C"),Nge.forEach(t),Ot.forEach(t),xC=s(f),G=a(f,"TR",{});var Ft=n(G);Fc=a(Ft,"TD",{align:!0});var Cge=n(Fc);OC=o(Cge,"ConvNeXT"),Cge.forEach(t),FC=s(Ft),Wc=a(Ft,"TD",{align:!0});var Bge=n(Wc);WC=o(Bge,"\u274C"),Bge.forEach(t),YC=s(Ft),Yc=a(Ft,"TD",{align:!0});var Ige=n(Yc);JC=o(Ige,"\u274C"),Ige.forEach(t),VC=s(Ft),Jc=a(Ft,"TD",{align:!0});var xge=n(Jc);KC=o(xge,"\u2705"),xge.forEach(t),XC=s(Ft),Vc=a(Ft,"TD",{align:!0});var Oge=n(Vc);ZC=o(Oge,"\u2705"),Oge.forEach(t),HC=s(Ft),Kc=a(Ft,"TD",{align:!0});var Fge=n(Kc);zC=o(Fge,"\u274C"),Fge.forEach(t),Ft.forEach(t),UC=s(f),k=a(f,"TR",{});var Wt=n(k);Xc=a(Wt,"TD",{align:!0});var Wge=n(Xc);qC=o(Wge,"CTRL"),Wge.forEach(t),jC=s(Wt),Zc=a(Wt,"TD",{align:!0});var Yge=n(Zc);QC=o(Yge,"\u2705"),Yge.forEach(t),$C=s(Wt),Hc=a(Wt,"TD",{align:!0});var Jge=n(Hc);eB=o(Jge,"\u274C"),Jge.forEach(t),tB=s(Wt),zc=a(Wt,"TD",{align:!0});var Vge=n(zc);rB=o(Vge,"\u2705"),Vge.forEach(t),aB=s(Wt),Uc=a(Wt,"TD",{align:!0});var Kge=n(Uc);nB=o(Kge,"\u2705"),Kge.forEach(t),lB=s(Wt),qc=a(Wt,"TD",{align:!0});var Xge=n(qc);oB=o(Xge,"\u274C"),Xge.forEach(t),Wt.forEach(t),iB=s(f),N=a(f,"TR",{});var Yt=n(N);jc=a(Yt,"TD",{align:!0});var Zge=n(jc);dB=o(Zge,"CvT"),Zge.forEach(t),sB=s(Yt),Qc=a(Yt,"TD",{align:!0});var Hge=n(Qc);hB=o(Hge,"\u274C"),Hge.forEach(t),gB=s(Yt),$c=a(Yt,"TD",{align:!0});var zge=n($c);cB=o(zge,"\u274C"),zge.forEach(t),fB=s(Yt),e1=a(Yt,"TD",{align:!0});var Uge=n(e1);uB=o(Uge,"\u2705"),Uge.forEach(t),vB=s(Yt),t1=a(Yt,"TD",{align:!0});var qge=n(t1);EB=o(qge,"\u274C"),qge.forEach(t),TB=s(Yt),r1=a(Yt,"TD",{align:!0});var jge=n(r1);_B=o(jge,"\u274C"),jge.forEach(t),Yt.forEach(t),mB=s(f),C=a(f,"TR",{});var Jt=n(C);a1=a(Jt,"TD",{align:!0});var Qge=n(a1);pB=o(Qge,"Data2VecAudio"),Qge.forEach(t),DB=s(Jt),n1=a(Jt,"TD",{align:!0});var $ge=n(n1);yB=o($ge,"\u274C"),$ge.forEach(t),AB=s(Jt),l1=a(Jt,"TD",{align:!0});var ece=n(l1);RB=o(ece,"\u274C"),ece.forEach(t),LB=s(Jt),o1=a(Jt,"TD",{align:!0});var tce=n(o1);bB=o(tce,"\u2705"),tce.forEach(t),SB=s(Jt),i1=a(Jt,"TD",{align:!0});var rce=n(i1);wB=o(rce,"\u274C"),rce.forEach(t),MB=s(Jt),d1=a(Jt,"TD",{align:!0});var ace=n(d1);PB=o(ace,"\u274C"),ace.forEach(t),Jt.forEach(t),GB=s(f),B=a(f,"TR",{});var Vt=n(B);s1=a(Vt,"TD",{align:!0});var nce=n(s1);kB=o(nce,"Data2VecText"),nce.forEach(t),NB=s(Vt),h1=a(Vt,"TD",{align:!0});var lce=n(h1);CB=o(lce,"\u274C"),lce.forEach(t),BB=s(Vt),g1=a(Vt,"TD",{align:!0});var oce=n(g1);IB=o(oce,"\u274C"),oce.forEach(t),xB=s(Vt),c1=a(Vt,"TD",{align:!0});var ice=n(c1);OB=o(ice,"\u2705"),ice.forEach(t),FB=s(Vt),f1=a(Vt,"TD",{align:!0});var dce=n(f1);WB=o(dce,"\u274C"),dce.forEach(t),YB=s(Vt),u1=a(Vt,"TD",{align:!0});var sce=n(u1);JB=o(sce,"\u274C"),sce.forEach(t),Vt.forEach(t),VB=s(f),I=a(f,"TR",{});var Kt=n(I);v1=a(Kt,"TD",{align:!0});var hce=n(v1);KB=o(hce,"Data2VecVision"),hce.forEach(t),XB=s(Kt),E1=a(Kt,"TD",{align:!0});var gce=n(E1);ZB=o(gce,"\u274C"),gce.forEach(t),HB=s(Kt),T1=a(Kt,"TD",{align:!0});var cce=n(T1);zB=o(cce,"\u274C"),cce.forEach(t),UB=s(Kt),_1=a(Kt,"TD",{align:!0});var fce=n(_1);qB=o(fce,"\u2705"),fce.forEach(t),jB=s(Kt),m1=a(Kt,"TD",{align:!0});var uce=n(m1);QB=o(uce,"\u2705"),uce.forEach(t),$B=s(Kt),p1=a(Kt,"TD",{align:!0});var vce=n(p1);eI=o(vce,"\u274C"),vce.forEach(t),Kt.forEach(t),tI=s(f),x=a(f,"TR",{});var Xt=n(x);D1=a(Xt,"TD",{align:!0});var Ece=n(D1);rI=o(Ece,"DeBERTa"),Ece.forEach(t),aI=s(Xt),y1=a(Xt,"TD",{align:!0});var Tce=n(y1);nI=o(Tce,"\u2705"),Tce.forEach(t),lI=s(Xt),A1=a(Xt,"TD",{align:!0});var _ce=n(A1);oI=o(_ce,"\u2705"),_ce.forEach(t),iI=s(Xt),R1=a(Xt,"TD",{align:!0});var mce=n(R1);dI=o(mce,"\u2705"),mce.forEach(t),sI=s(Xt),L1=a(Xt,"TD",{align:!0});var pce=n(L1);hI=o(pce,"\u2705"),pce.forEach(t),gI=s(Xt),b1=a(Xt,"TD",{align:!0});var Dce=n(b1);cI=o(Dce,"\u274C"),Dce.forEach(t),Xt.forEach(t),fI=s(f),O=a(f,"TR",{});var Zt=n(O);S1=a(Zt,"TD",{align:!0});var yce=n(S1);uI=o(yce,"DeBERTa-v2"),yce.forEach(t),vI=s(Zt),w1=a(Zt,"TD",{align:!0});var Ace=n(w1);EI=o(Ace,"\u2705"),Ace.forEach(t),TI=s(Zt),M1=a(Zt,"TD",{align:!0});var Rce=n(M1);_I=o(Rce,"\u2705"),Rce.forEach(t),mI=s(Zt),P1=a(Zt,"TD",{align:!0});var Lce=n(P1);pI=o(Lce,"\u2705"),Lce.forEach(t),DI=s(Zt),G1=a(Zt,"TD",{align:!0});var bce=n(G1);yI=o(bce,"\u2705"),bce.forEach(t),AI=s(Zt),k1=a(Zt,"TD",{align:!0});var Sce=n(k1);RI=o(Sce,"\u274C"),Sce.forEach(t),Zt.forEach(t),LI=s(f),F=a(f,"TR",{});var Ht=n(F);N1=a(Ht,"TD",{align:!0});var wce=n(N1);bI=o(wce,"Decision Transformer"),wce.forEach(t),SI=s(Ht),C1=a(Ht,"TD",{align:!0});var Mce=n(C1);wI=o(Mce,"\u274C"),Mce.forEach(t),MI=s(Ht),B1=a(Ht,"TD",{align:!0});var Pce=n(B1);PI=o(Pce,"\u274C"),Pce.forEach(t),GI=s(Ht),I1=a(Ht,"TD",{align:!0});var Gce=n(I1);kI=o(Gce,"\u2705"),Gce.forEach(t),NI=s(Ht),x1=a(Ht,"TD",{align:!0});var kce=n(x1);CI=o(kce,"\u274C"),kce.forEach(t),BI=s(Ht),O1=a(Ht,"TD",{align:!0});var Nce=n(O1);II=o(Nce,"\u274C"),Nce.forEach(t),Ht.forEach(t),xI=s(f),W=a(f,"TR",{});var zt=n(W);F1=a(zt,"TD",{align:!0});var Cce=n(F1);OI=o(Cce,"DeiT"),Cce.forEach(t),FI=s(zt),W1=a(zt,"TD",{align:!0});var Bce=n(W1);WI=o(Bce,"\u274C"),Bce.forEach(t),YI=s(zt),Y1=a(zt,"TD",{align:!0});var Ice=n(Y1);JI=o(Ice,"\u274C"),Ice.forEach(t),VI=s(zt),J1=a(zt,"TD",{align:!0});var xce=n(J1);KI=o(xce,"\u2705"),xce.forEach(t),XI=s(zt),V1=a(zt,"TD",{align:!0});var Oce=n(V1);ZI=o(Oce,"\u274C"),Oce.forEach(t),HI=s(zt),K1=a(zt,"TD",{align:!0});var Fce=n(K1);zI=o(Fce,"\u274C"),Fce.forEach(t),zt.forEach(t),UI=s(f),Y=a(f,"TR",{});var Ut=n(Y);X1=a(Ut,"TD",{align:!0});var Wce=n(X1);qI=o(Wce,"DETR"),Wce.forEach(t),jI=s(Ut),Z1=a(Ut,"TD",{align:!0});var Yce=n(Z1);QI=o(Yce,"\u274C"),Yce.forEach(t),$I=s(Ut),H1=a(Ut,"TD",{align:!0});var Jce=n(H1);ex=o(Jce,"\u274C"),Jce.forEach(t),tx=s(Ut),z1=a(Ut,"TD",{align:!0});var Vce=n(z1);rx=o(Vce,"\u2705"),Vce.forEach(t),ax=s(Ut),U1=a(Ut,"TD",{align:!0});var Kce=n(U1);nx=o(Kce,"\u274C"),Kce.forEach(t),lx=s(Ut),q1=a(Ut,"TD",{align:!0});var Xce=n(q1);ox=o(Xce,"\u274C"),Xce.forEach(t),Ut.forEach(t),ix=s(f),J=a(f,"TR",{});var qt=n(J);j1=a(qt,"TD",{align:!0});var Zce=n(j1);dx=o(Zce,"DistilBERT"),Zce.forEach(t),sx=s(qt),Q1=a(qt,"TD",{align:!0});var Hce=n(Q1);hx=o(Hce,"\u2705"),Hce.forEach(t),gx=s(qt),$1=a(qt,"TD",{align:!0});var zce=n($1);cx=o(zce,"\u2705"),zce.forEach(t),fx=s(qt),ef=a(qt,"TD",{align:!0});var Uce=n(ef);ux=o(Uce,"\u2705"),Uce.forEach(t),vx=s(qt),tf=a(qt,"TD",{align:!0});var qce=n(tf);Ex=o(qce,"\u2705"),qce.forEach(t),Tx=s(qt),rf=a(qt,"TD",{align:!0});var jce=n(rf);_x=o(jce,"\u2705"),jce.forEach(t),qt.forEach(t),mx=s(f),V=a(f,"TR",{});var jt=n(V);af=a(jt,"TD",{align:!0});var Qce=n(af);px=o(Qce,"DPR"),Qce.forEach(t),Dx=s(jt),nf=a(jt,"TD",{align:!0});var $ce=n(nf);yx=o($ce,"\u2705"),$ce.forEach(t),Ax=s(jt),lf=a(jt,"TD",{align:!0});var e1e=n(lf);Rx=o(e1e,"\u2705"),e1e.forEach(t),Lx=s(jt),of=a(jt,"TD",{align:!0});var t1e=n(of);bx=o(t1e,"\u2705"),t1e.forEach(t),Sx=s(jt),df=a(jt,"TD",{align:!0});var r1e=n(df);wx=o(r1e,"\u2705"),r1e.forEach(t),Mx=s(jt),sf=a(jt,"TD",{align:!0});var a1e=n(sf);Px=o(a1e,"\u274C"),a1e.forEach(t),jt.forEach(t),Gx=s(f),K=a(f,"TR",{});var Qt=n(K);hf=a(Qt,"TD",{align:!0});var n1e=n(hf);kx=o(n1e,"DPT"),n1e.forEach(t),Nx=s(Qt),gf=a(Qt,"TD",{align:!0});var l1e=n(gf);Cx=o(l1e,"\u274C"),l1e.forEach(t),Bx=s(Qt),cf=a(Qt,"TD",{align:!0});var o1e=n(cf);Ix=o(o1e,"\u274C"),o1e.forEach(t),xx=s(Qt),ff=a(Qt,"TD",{align:!0});var i1e=n(ff);Ox=o(i1e,"\u2705"),i1e.forEach(t),Fx=s(Qt),uf=a(Qt,"TD",{align:!0});var d1e=n(uf);Wx=o(d1e,"\u274C"),d1e.forEach(t),Yx=s(Qt),vf=a(Qt,"TD",{align:!0});var s1e=n(vf);Jx=o(s1e,"\u274C"),s1e.forEach(t),Qt.forEach(t),Vx=s(f),X=a(f,"TR",{});var $t=n(X);Ef=a($t,"TD",{align:!0});var h1e=n(Ef);Kx=o(h1e,"ELECTRA"),h1e.forEach(t),Xx=s($t),Tf=a($t,"TD",{align:!0});var g1e=n(Tf);Zx=o(g1e,"\u2705"),g1e.forEach(t),Hx=s($t),_f=a($t,"TD",{align:!0});var c1e=n(_f);zx=o(c1e,"\u2705"),c1e.forEach(t),Ux=s($t),mf=a($t,"TD",{align:!0});var f1e=n(mf);qx=o(f1e,"\u2705"),f1e.forEach(t),jx=s($t),pf=a($t,"TD",{align:!0});var u1e=n(pf);Qx=o(u1e,"\u2705"),u1e.forEach(t),$x=s($t),Df=a($t,"TD",{align:!0});var v1e=n(Df);eO=o(v1e,"\u2705"),v1e.forEach(t),$t.forEach(t),tO=s(f),Z=a(f,"TR",{});var er=n(Z);yf=a(er,"TD",{align:!0});var E1e=n(yf);rO=o(E1e,"Encoder decoder"),E1e.forEach(t),aO=s(er),Af=a(er,"TD",{align:!0});var T1e=n(Af);nO=o(T1e,"\u274C"),T1e.forEach(t),lO=s(er),Rf=a(er,"TD",{align:!0});var _1e=n(Rf);oO=o(_1e,"\u274C"),_1e.forEach(t),iO=s(er),Lf=a(er,"TD",{align:!0});var m1e=n(Lf);dO=o(m1e,"\u2705"),m1e.forEach(t),sO=s(er),bf=a(er,"TD",{align:!0});var p1e=n(bf);hO=o(p1e,"\u2705"),p1e.forEach(t),gO=s(er),Sf=a(er,"TD",{align:!0});var D1e=n(Sf);cO=o(D1e,"\u2705"),D1e.forEach(t),er.forEach(t),fO=s(f),H=a(f,"TR",{});var tr=n(H);wf=a(tr,"TD",{align:!0});var y1e=n(wf);uO=o(y1e,"FairSeq Machine-Translation"),y1e.forEach(t),vO=s(tr),Mf=a(tr,"TD",{align:!0});var A1e=n(Mf);EO=o(A1e,"\u2705"),A1e.forEach(t),TO=s(tr),Pf=a(tr,"TD",{align:!0});var R1e=n(Pf);_O=o(R1e,"\u274C"),R1e.forEach(t),mO=s(tr),Gf=a(tr,"TD",{align:!0});var L1e=n(Gf);pO=o(L1e,"\u2705"),L1e.forEach(t),DO=s(tr),kf=a(tr,"TD",{align:!0});var b1e=n(kf);yO=o(b1e,"\u274C"),b1e.forEach(t),AO=s(tr),Nf=a(tr,"TD",{align:!0});var S1e=n(Nf);RO=o(S1e,"\u274C"),S1e.forEach(t),tr.forEach(t),LO=s(f),z=a(f,"TR",{});var rr=n(z);Cf=a(rr,"TD",{align:!0});var w1e=n(Cf);bO=o(w1e,"FlauBERT"),w1e.forEach(t),SO=s(rr),Bf=a(rr,"TD",{align:!0});var M1e=n(Bf);wO=o(M1e,"\u2705"),M1e.forEach(t),MO=s(rr),If=a(rr,"TD",{align:!0});var P1e=n(If);PO=o(P1e,"\u274C"),P1e.forEach(t),GO=s(rr),xf=a(rr,"TD",{align:!0});var G1e=n(xf);kO=o(G1e,"\u2705"),G1e.forEach(t),NO=s(rr),Of=a(rr,"TD",{align:!0});var k1e=n(Of);CO=o(k1e,"\u2705"),k1e.forEach(t),BO=s(rr),Ff=a(rr,"TD",{align:!0});var N1e=n(Ff);IO=o(N1e,"\u274C"),N1e.forEach(t),rr.forEach(t),xO=s(f),U=a(f,"TR",{});var ar=n(U);Wf=a(ar,"TD",{align:!0});var C1e=n(Wf);OO=o(C1e,"FLAVA"),C1e.forEach(t),FO=s(ar),Yf=a(ar,"TD",{align:!0});var B1e=n(Yf);WO=o(B1e,"\u274C"),B1e.forEach(t),YO=s(ar),Jf=a(ar,"TD",{align:!0});var I1e=n(Jf);JO=o(I1e,"\u274C"),I1e.forEach(t),VO=s(ar),Vf=a(ar,"TD",{align:!0});var x1e=n(Vf);KO=o(x1e,"\u2705"),x1e.forEach(t),XO=s(ar),Kf=a(ar,"TD",{align:!0});var O1e=n(Kf);ZO=o(O1e,"\u274C"),O1e.forEach(t),HO=s(ar),Xf=a(ar,"TD",{align:!0});var F1e=n(Xf);zO=o(F1e,"\u274C"),F1e.forEach(t),ar.forEach(t),UO=s(f),q=a(f,"TR",{});var nr=n(q);Zf=a(nr,"TD",{align:!0});var W1e=n(Zf);qO=o(W1e,"FNet"),W1e.forEach(t),jO=s(nr),Hf=a(nr,"TD",{align:!0});var Y1e=n(Hf);QO=o(Y1e,"\u2705"),Y1e.forEach(t),$O=s(nr),zf=a(nr,"TD",{align:!0});var J1e=n(zf);eF=o(J1e,"\u2705"),J1e.forEach(t),tF=s(nr),Uf=a(nr,"TD",{align:!0});var V1e=n(Uf);rF=o(V1e,"\u2705"),V1e.forEach(t),aF=s(nr),qf=a(nr,"TD",{align:!0});var K1e=n(qf);nF=o(K1e,"\u274C"),K1e.forEach(t),lF=s(nr),jf=a(nr,"TD",{align:!0});var X1e=n(jf);oF=o(X1e,"\u274C"),X1e.forEach(t),nr.forEach(t),iF=s(f),j=a(f,"TR",{});var lr=n(j);Qf=a(lr,"TD",{align:!0});var Z1e=n(Qf);dF=o(Z1e,"Funnel Transformer"),Z1e.forEach(t),sF=s(lr),$f=a(lr,"TD",{align:!0});var H1e=n($f);hF=o(H1e,"\u2705"),H1e.forEach(t),gF=s(lr),eu=a(lr,"TD",{align:!0});var z1e=n(eu);cF=o(z1e,"\u2705"),z1e.forEach(t),fF=s(lr),tu=a(lr,"TD",{align:!0});var U1e=n(tu);uF=o(U1e,"\u2705"),U1e.forEach(t),vF=s(lr),ru=a(lr,"TD",{align:!0});var q1e=n(ru);EF=o(q1e,"\u2705"),q1e.forEach(t),TF=s(lr),au=a(lr,"TD",{align:!0});var j1e=n(au);_F=o(j1e,"\u274C"),j1e.forEach(t),lr.forEach(t),mF=s(f),Q=a(f,"TR",{});var or=n(Q);nu=a(or,"TD",{align:!0});var Q1e=n(nu);pF=o(Q1e,"GLPN"),Q1e.forEach(t),DF=s(or),lu=a(or,"TD",{align:!0});var $1e=n(lu);yF=o($1e,"\u274C"),$1e.forEach(t),AF=s(or),ou=a(or,"TD",{align:!0});var efe=n(ou);RF=o(efe,"\u274C"),efe.forEach(t),LF=s(or),iu=a(or,"TD",{align:!0});var tfe=n(iu);bF=o(tfe,"\u2705"),tfe.forEach(t),SF=s(or),du=a(or,"TD",{align:!0});var rfe=n(du);wF=o(rfe,"\u274C"),rfe.forEach(t),MF=s(or),su=a(or,"TD",{align:!0});var afe=n(su);PF=o(afe,"\u274C"),afe.forEach(t),or.forEach(t),GF=s(f),$=a(f,"TR",{});var ir=n($);hu=a(ir,"TD",{align:!0});var nfe=n(hu);kF=o(nfe,"GPT Neo"),nfe.forEach(t),NF=s(ir),gu=a(ir,"TD",{align:!0});var lfe=n(gu);CF=o(lfe,"\u274C"),lfe.forEach(t),BF=s(ir),cu=a(ir,"TD",{align:!0});var ofe=n(cu);IF=o(ofe,"\u274C"),ofe.forEach(t),xF=s(ir),fu=a(ir,"TD",{align:!0});var ife=n(fu);OF=o(ife,"\u2705"),ife.forEach(t),FF=s(ir),uu=a(ir,"TD",{align:!0});var dfe=n(uu);WF=o(dfe,"\u274C"),dfe.forEach(t),YF=s(ir),vu=a(ir,"TD",{align:!0});var sfe=n(vu);JF=o(sfe,"\u2705"),sfe.forEach(t),ir.forEach(t),VF=s(f),ee=a(f,"TR",{});var dr=n(ee);Eu=a(dr,"TD",{align:!0});var hfe=n(Eu);KF=o(hfe,"GPT NeoX"),hfe.forEach(t),XF=s(dr),Tu=a(dr,"TD",{align:!0});var gfe=n(Tu);ZF=o(gfe,"\u274C"),gfe.forEach(t),HF=s(dr),_u=a(dr,"TD",{align:!0});var cfe=n(_u);zF=o(cfe,"\u2705"),cfe.forEach(t),UF=s(dr),mu=a(dr,"TD",{align:!0});var ffe=n(mu);qF=o(ffe,"\u2705"),ffe.forEach(t),jF=s(dr),pu=a(dr,"TD",{align:!0});var ufe=n(pu);QF=o(ufe,"\u274C"),ufe.forEach(t),$F=s(dr),Du=a(dr,"TD",{align:!0});var vfe=n(Du);eW=o(vfe,"\u274C"),vfe.forEach(t),dr.forEach(t),tW=s(f),te=a(f,"TR",{});var sr=n(te);yu=a(sr,"TD",{align:!0});var Efe=n(yu);rW=o(Efe,"GPT-J"),Efe.forEach(t),aW=s(sr),Au=a(sr,"TD",{align:!0});var Tfe=n(Au);nW=o(Tfe,"\u274C"),Tfe.forEach(t),lW=s(sr),Ru=a(sr,"TD",{align:!0});var _fe=n(Ru);oW=o(_fe,"\u274C"),_fe.forEach(t),iW=s(sr),Lu=a(sr,"TD",{align:!0});var mfe=n(Lu);dW=o(mfe,"\u2705"),mfe.forEach(t),sW=s(sr),bu=a(sr,"TD",{align:!0});var pfe=n(bu);hW=o(pfe,"\u2705"),pfe.forEach(t),gW=s(sr),Su=a(sr,"TD",{align:!0});var Dfe=n(Su);cW=o(Dfe,"\u2705"),Dfe.forEach(t),sr.forEach(t),fW=s(f),re=a(f,"TR",{});var hr=n(re);wu=a(hr,"TD",{align:!0});var yfe=n(wu);uW=o(yfe,"Hubert"),yfe.forEach(t),vW=s(hr),Mu=a(hr,"TD",{align:!0});var Afe=n(Mu);EW=o(Afe,"\u274C"),Afe.forEach(t),TW=s(hr),Pu=a(hr,"TD",{align:!0});var Rfe=n(Pu);_W=o(Rfe,"\u274C"),Rfe.forEach(t),mW=s(hr),Gu=a(hr,"TD",{align:!0});var Lfe=n(Gu);pW=o(Lfe,"\u2705"),Lfe.forEach(t),DW=s(hr),ku=a(hr,"TD",{align:!0});var bfe=n(ku);yW=o(bfe,"\u2705"),bfe.forEach(t),AW=s(hr),Nu=a(hr,"TD",{align:!0});var Sfe=n(Nu);RW=o(Sfe,"\u274C"),Sfe.forEach(t),hr.forEach(t),LW=s(f),ae=a(f,"TR",{});var gr=n(ae);Cu=a(gr,"TD",{align:!0});var wfe=n(Cu);bW=o(wfe,"I-BERT"),wfe.forEach(t),SW=s(gr),Bu=a(gr,"TD",{align:!0});var Mfe=n(Bu);wW=o(Mfe,"\u274C"),Mfe.forEach(t),MW=s(gr),Iu=a(gr,"TD",{align:!0});var Pfe=n(Iu);PW=o(Pfe,"\u274C"),Pfe.forEach(t),GW=s(gr),xu=a(gr,"TD",{align:!0});var Gfe=n(xu);kW=o(Gfe,"\u2705"),Gfe.forEach(t),NW=s(gr),Ou=a(gr,"TD",{align:!0});var kfe=n(Ou);CW=o(kfe,"\u274C"),kfe.forEach(t),BW=s(gr),Fu=a(gr,"TD",{align:!0});var Nfe=n(Fu);IW=o(Nfe,"\u274C"),Nfe.forEach(t),gr.forEach(t),xW=s(f),ne=a(f,"TR",{});var cr=n(ne);Wu=a(cr,"TD",{align:!0});var Cfe=n(Wu);OW=o(Cfe,"ImageGPT"),Cfe.forEach(t),FW=s(cr),Yu=a(cr,"TD",{align:!0});var Bfe=n(Yu);WW=o(Bfe,"\u274C"),Bfe.forEach(t),YW=s(cr),Ju=a(cr,"TD",{align:!0});var Ife=n(Ju);JW=o(Ife,"\u274C"),Ife.forEach(t),VW=s(cr),Vu=a(cr,"TD",{align:!0});var xfe=n(Vu);KW=o(xfe,"\u2705"),xfe.forEach(t),XW=s(cr),Ku=a(cr,"TD",{align:!0});var Ofe=n(Ku);ZW=o(Ofe,"\u274C"),Ofe.forEach(t),HW=s(cr),Xu=a(cr,"TD",{align:!0});var Ffe=n(Xu);zW=o(Ffe,"\u274C"),Ffe.forEach(t),cr.forEach(t),UW=s(f),le=a(f,"TR",{});var fr=n(le);Zu=a(fr,"TD",{align:!0});var Wfe=n(Zu);qW=o(Wfe,"LayoutLM"),Wfe.forEach(t),jW=s(fr),Hu=a(fr,"TD",{align:!0});var Yfe=n(Hu);QW=o(Yfe,"\u2705"),Yfe.forEach(t),$W=s(fr),zu=a(fr,"TD",{align:!0});var Jfe=n(zu);eY=o(Jfe,"\u2705"),Jfe.forEach(t),tY=s(fr),Uu=a(fr,"TD",{align:!0});var Vfe=n(Uu);rY=o(Vfe,"\u2705"),Vfe.forEach(t),aY=s(fr),qu=a(fr,"TD",{align:!0});var Kfe=n(qu);nY=o(Kfe,"\u2705"),Kfe.forEach(t),lY=s(fr),ju=a(fr,"TD",{align:!0});var Xfe=n(ju);oY=o(Xfe,"\u274C"),Xfe.forEach(t),fr.forEach(t),iY=s(f),oe=a(f,"TR",{});var ur=n(oe);Qu=a(ur,"TD",{align:!0});var Zfe=n(Qu);dY=o(Zfe,"LayoutLMv2"),Zfe.forEach(t),sY=s(ur),$u=a(ur,"TD",{align:!0});var Hfe=n($u);hY=o(Hfe,"\u2705"),Hfe.forEach(t),gY=s(ur),ev=a(ur,"TD",{align:!0});var zfe=n(ev);cY=o(zfe,"\u2705"),zfe.forEach(t),fY=s(ur),tv=a(ur,"TD",{align:!0});var Ufe=n(tv);uY=o(Ufe,"\u2705"),Ufe.forEach(t),vY=s(ur),rv=a(ur,"TD",{align:!0});var qfe=n(rv);EY=o(qfe,"\u274C"),qfe.forEach(t),TY=s(ur),av=a(ur,"TD",{align:!0});var jfe=n(av);_Y=o(jfe,"\u274C"),jfe.forEach(t),ur.forEach(t),mY=s(f),ie=a(f,"TR",{});var vr=n(ie);nv=a(vr,"TD",{align:!0});var Qfe=n(nv);pY=o(Qfe,"LayoutLMv3"),Qfe.forEach(t),DY=s(vr),lv=a(vr,"TD",{align:!0});var $fe=n(lv);yY=o($fe,"\u2705"),$fe.forEach(t),AY=s(vr),ov=a(vr,"TD",{align:!0});var eue=n(ov);RY=o(eue,"\u2705"),eue.forEach(t),LY=s(vr),iv=a(vr,"TD",{align:!0});var tue=n(iv);bY=o(tue,"\u2705"),tue.forEach(t),SY=s(vr),dv=a(vr,"TD",{align:!0});var rue=n(dv);wY=o(rue,"\u274C"),rue.forEach(t),MY=s(vr),sv=a(vr,"TD",{align:!0});var aue=n(sv);PY=o(aue,"\u274C"),aue.forEach(t),vr.forEach(t),GY=s(f),de=a(f,"TR",{});var Er=n(de);hv=a(Er,"TD",{align:!0});var nue=n(hv);kY=o(nue,"LED"),nue.forEach(t),NY=s(Er),gv=a(Er,"TD",{align:!0});var lue=n(gv);CY=o(lue,"\u2705"),lue.forEach(t),BY=s(Er),cv=a(Er,"TD",{align:!0});var oue=n(cv);IY=o(oue,"\u2705"),oue.forEach(t),xY=s(Er),fv=a(Er,"TD",{align:!0});var iue=n(fv);OY=o(iue,"\u2705"),iue.forEach(t),FY=s(Er),uv=a(Er,"TD",{align:!0});var due=n(uv);WY=o(due,"\u2705"),due.forEach(t),YY=s(Er),vv=a(Er,"TD",{align:!0});var sue=n(vv);JY=o(sue,"\u274C"),sue.forEach(t),Er.forEach(t),VY=s(f),se=a(f,"TR",{});var Tr=n(se);Ev=a(Tr,"TD",{align:!0});var hue=n(Ev);KY=o(hue,"LeViT"),hue.forEach(t),XY=s(Tr),Tv=a(Tr,"TD",{align:!0});var gue=n(Tv);ZY=o(gue,"\u274C"),gue.forEach(t),HY=s(Tr),_v=a(Tr,"TD",{align:!0});var cue=n(_v);zY=o(cue,"\u274C"),cue.forEach(t),UY=s(Tr),mv=a(Tr,"TD",{align:!0});var fue=n(mv);qY=o(fue,"\u2705"),fue.forEach(t),jY=s(Tr),pv=a(Tr,"TD",{align:!0});var uue=n(pv);QY=o(uue,"\u274C"),uue.forEach(t),$Y=s(Tr),Dv=a(Tr,"TD",{align:!0});var vue=n(Dv);eJ=o(vue,"\u274C"),vue.forEach(t),Tr.forEach(t),tJ=s(f),he=a(f,"TR",{});var _r=n(he);yv=a(_r,"TD",{align:!0});var Eue=n(yv);rJ=o(Eue,"Longformer"),Eue.forEach(t),aJ=s(_r),Av=a(_r,"TD",{align:!0});var Tue=n(Av);nJ=o(Tue,"\u2705"),Tue.forEach(t),lJ=s(_r),Rv=a(_r,"TD",{align:!0});var _ue=n(Rv);oJ=o(_ue,"\u2705"),_ue.forEach(t),iJ=s(_r),Lv=a(_r,"TD",{align:!0});var mue=n(Lv);dJ=o(mue,"\u2705"),mue.forEach(t),sJ=s(_r),bv=a(_r,"TD",{align:!0});var pue=n(bv);hJ=o(pue,"\u2705"),pue.forEach(t),gJ=s(_r),Sv=a(_r,"TD",{align:!0});var Due=n(Sv);cJ=o(Due,"\u274C"),Due.forEach(t),_r.forEach(t),fJ=s(f),ge=a(f,"TR",{});var mr=n(ge);wv=a(mr,"TD",{align:!0});var yue=n(wv);uJ=o(yue,"LUKE"),yue.forEach(t),vJ=s(mr),Mv=a(mr,"TD",{align:!0});var Aue=n(Mv);EJ=o(Aue,"\u2705"),Aue.forEach(t),TJ=s(mr),Pv=a(mr,"TD",{align:!0});var Rue=n(Pv);_J=o(Rue,"\u274C"),Rue.forEach(t),mJ=s(mr),Gv=a(mr,"TD",{align:!0});var Lue=n(Gv);pJ=o(Lue,"\u2705"),Lue.forEach(t),DJ=s(mr),kv=a(mr,"TD",{align:!0});var bue=n(kv);yJ=o(bue,"\u274C"),bue.forEach(t),AJ=s(mr),Nv=a(mr,"TD",{align:!0});var Sue=n(Nv);RJ=o(Sue,"\u274C"),Sue.forEach(t),mr.forEach(t),LJ=s(f),ce=a(f,"TR",{});var pr=n(ce);Cv=a(pr,"TD",{align:!0});var wue=n(Cv);bJ=o(wue,"LXMERT"),wue.forEach(t),SJ=s(pr),Bv=a(pr,"TD",{align:!0});var Mue=n(Bv);wJ=o(Mue,"\u2705"),Mue.forEach(t),MJ=s(pr),Iv=a(pr,"TD",{align:!0});var Pue=n(Iv);PJ=o(Pue,"\u2705"),Pue.forEach(t),GJ=s(pr),xv=a(pr,"TD",{align:!0});var Gue=n(xv);kJ=o(Gue,"\u2705"),Gue.forEach(t),NJ=s(pr),Ov=a(pr,"TD",{align:!0});var kue=n(Ov);CJ=o(kue,"\u2705"),kue.forEach(t),BJ=s(pr),Fv=a(pr,"TD",{align:!0});var Nue=n(Fv);IJ=o(Nue,"\u274C"),Nue.forEach(t),pr.forEach(t),xJ=s(f),fe=a(f,"TR",{});var Dr=n(fe);Wv=a(Dr,"TD",{align:!0});var Cue=n(Wv);OJ=o(Cue,"M2M100"),Cue.forEach(t),FJ=s(Dr),Yv=a(Dr,"TD",{align:!0});var Bue=n(Yv);WJ=o(Bue,"\u2705"),Bue.forEach(t),YJ=s(Dr),Jv=a(Dr,"TD",{align:!0});var Iue=n(Jv);JJ=o(Iue,"\u274C"),Iue.forEach(t),VJ=s(Dr),Vv=a(Dr,"TD",{align:!0});var xue=n(Vv);KJ=o(xue,"\u2705"),xue.forEach(t),XJ=s(Dr),Kv=a(Dr,"TD",{align:!0});var Oue=n(Kv);ZJ=o(Oue,"\u274C"),Oue.forEach(t),HJ=s(Dr),Xv=a(Dr,"TD",{align:!0});var Fue=n(Xv);zJ=o(Fue,"\u274C"),Fue.forEach(t),Dr.forEach(t),UJ=s(f),ue=a(f,"TR",{});var yr=n(ue);Zv=a(yr,"TD",{align:!0});var Wue=n(Zv);qJ=o(Wue,"Marian"),Wue.forEach(t),jJ=s(yr),Hv=a(yr,"TD",{align:!0});var Yue=n(Hv);QJ=o(Yue,"\u2705"),Yue.forEach(t),$J=s(yr),zv=a(yr,"TD",{align:!0});var Jue=n(zv);eV=o(Jue,"\u274C"),Jue.forEach(t),tV=s(yr),Uv=a(yr,"TD",{align:!0});var Vue=n(Uv);rV=o(Vue,"\u2705"),Vue.forEach(t),aV=s(yr),qv=a(yr,"TD",{align:!0});var Kue=n(qv);nV=o(Kue,"\u2705"),Kue.forEach(t),lV=s(yr),jv=a(yr,"TD",{align:!0});var Xue=n(jv);oV=o(Xue,"\u2705"),Xue.forEach(t),yr.forEach(t),iV=s(f),ve=a(f,"TR",{});var Ar=n(ve);Qv=a(Ar,"TD",{align:!0});var Zue=n(Qv);dV=o(Zue,"MaskFormer"),Zue.forEach(t),sV=s(Ar),$v=a(Ar,"TD",{align:!0});var Hue=n($v);hV=o(Hue,"\u274C"),Hue.forEach(t),gV=s(Ar),e2=a(Ar,"TD",{align:!0});var zue=n(e2);cV=o(zue,"\u274C"),zue.forEach(t),fV=s(Ar),t2=a(Ar,"TD",{align:!0});var Uue=n(t2);uV=o(Uue,"\u2705"),Uue.forEach(t),vV=s(Ar),r2=a(Ar,"TD",{align:!0});var que=n(r2);EV=o(que,"\u274C"),que.forEach(t),TV=s(Ar),a2=a(Ar,"TD",{align:!0});var jue=n(a2);_V=o(jue,"\u274C"),jue.forEach(t),Ar.forEach(t),mV=s(f),Ee=a(f,"TR",{});var Rr=n(Ee);n2=a(Rr,"TD",{align:!0});var Que=n(n2);pV=o(Que,"mBART"),Que.forEach(t),DV=s(Rr),l2=a(Rr,"TD",{align:!0});var $ue=n(l2);yV=o($ue,"\u2705"),$ue.forEach(t),AV=s(Rr),o2=a(Rr,"TD",{align:!0});var eve=n(o2);RV=o(eve,"\u2705"),eve.forEach(t),LV=s(Rr),i2=a(Rr,"TD",{align:!0});var tve=n(i2);bV=o(tve,"\u2705"),tve.forEach(t),SV=s(Rr),d2=a(Rr,"TD",{align:!0});var rve=n(d2);wV=o(rve,"\u2705"),rve.forEach(t),MV=s(Rr),s2=a(Rr,"TD",{align:!0});var ave=n(s2);PV=o(ave,"\u2705"),ave.forEach(t),Rr.forEach(t),GV=s(f),Te=a(f,"TR",{});var Lr=n(Te);h2=a(Lr,"TD",{align:!0});var nve=n(h2);kV=o(nve,"Megatron-BERT"),nve.forEach(t),NV=s(Lr),g2=a(Lr,"TD",{align:!0});var lve=n(g2);CV=o(lve,"\u274C"),lve.forEach(t),BV=s(Lr),c2=a(Lr,"TD",{align:!0});var ove=n(c2);IV=o(ove,"\u274C"),ove.forEach(t),xV=s(Lr),f2=a(Lr,"TD",{align:!0});var ive=n(f2);OV=o(ive,"\u2705"),ive.forEach(t),FV=s(Lr),u2=a(Lr,"TD",{align:!0});var dve=n(u2);WV=o(dve,"\u274C"),dve.forEach(t),YV=s(Lr),v2=a(Lr,"TD",{align:!0});var sve=n(v2);JV=o(sve,"\u274C"),sve.forEach(t),Lr.forEach(t),VV=s(f),_e=a(f,"TR",{});var br=n(_e);E2=a(br,"TD",{align:!0});var hve=n(E2);KV=o(hve,"MobileBERT"),hve.forEach(t),XV=s(br),T2=a(br,"TD",{align:!0});var gve=n(T2);ZV=o(gve,"\u2705"),gve.forEach(t),HV=s(br),_2=a(br,"TD",{align:!0});var cve=n(_2);zV=o(cve,"\u2705"),cve.forEach(t),UV=s(br),m2=a(br,"TD",{align:!0});var fve=n(m2);qV=o(fve,"\u2705"),fve.forEach(t),jV=s(br),p2=a(br,"TD",{align:!0});var uve=n(p2);QV=o(uve,"\u2705"),uve.forEach(t),$V=s(br),D2=a(br,"TD",{align:!0});var vve=n(D2);eK=o(vve,"\u274C"),vve.forEach(t),br.forEach(t),tK=s(f),me=a(f,"TR",{});var Sr=n(me);y2=a(Sr,"TD",{align:!0});var Eve=n(y2);rK=o(Eve,"MPNet"),Eve.forEach(t),aK=s(Sr),A2=a(Sr,"TD",{align:!0});var Tve=n(A2);nK=o(Tve,"\u2705"),Tve.forEach(t),lK=s(Sr),R2=a(Sr,"TD",{align:!0});var _ve=n(R2);oK=o(_ve,"\u2705"),_ve.forEach(t),iK=s(Sr),L2=a(Sr,"TD",{align:!0});var mve=n(L2);dK=o(mve,"\u2705"),mve.forEach(t),sK=s(Sr),b2=a(Sr,"TD",{align:!0});var pve=n(b2);hK=o(pve,"\u2705"),pve.forEach(t),gK=s(Sr),S2=a(Sr,"TD",{align:!0});var Dve=n(S2);cK=o(Dve,"\u274C"),Dve.forEach(t),Sr.forEach(t),fK=s(f),pe=a(f,"TR",{});var wr=n(pe);w2=a(wr,"TD",{align:!0});var yve=n(w2);uK=o(yve,"MT5"),yve.forEach(t),vK=s(wr),M2=a(wr,"TD",{align:!0});var Ave=n(M2);EK=o(Ave,"\u2705"),Ave.forEach(t),TK=s(wr),P2=a(wr,"TD",{align:!0});var Rve=n(P2);_K=o(Rve,"\u2705"),Rve.forEach(t),mK=s(wr),G2=a(wr,"TD",{align:!0});var Lve=n(G2);pK=o(Lve,"\u2705"),Lve.forEach(t),DK=s(wr),k2=a(wr,"TD",{align:!0});var bve=n(k2);yK=o(bve,"\u2705"),bve.forEach(t),AK=s(wr),N2=a(wr,"TD",{align:!0});var Sve=n(N2);RK=o(Sve,"\u2705"),Sve.forEach(t),wr.forEach(t),LK=s(f),De=a(f,"TR",{});var Mr=n(De);C2=a(Mr,"TD",{align:!0});var wve=n(C2);bK=o(wve,"Nystr\xF6mformer"),wve.forEach(t),SK=s(Mr),B2=a(Mr,"TD",{align:!0});var Mve=n(B2);wK=o(Mve,"\u274C"),Mve.forEach(t),MK=s(Mr),I2=a(Mr,"TD",{align:!0});var Pve=n(I2);PK=o(Pve,"\u274C"),Pve.forEach(t),GK=s(Mr),x2=a(Mr,"TD",{align:!0});var Gve=n(x2);kK=o(Gve,"\u2705"),Gve.forEach(t),NK=s(Mr),O2=a(Mr,"TD",{align:!0});var kve=n(O2);CK=o(kve,"\u274C"),kve.forEach(t),BK=s(Mr),F2=a(Mr,"TD",{align:!0});var Nve=n(F2);IK=o(Nve,"\u274C"),Nve.forEach(t),Mr.forEach(t),xK=s(f),ye=a(f,"TR",{});var Pr=n(ye);W2=a(Pr,"TD",{align:!0});var Cve=n(W2);OK=o(Cve,"OpenAI GPT"),Cve.forEach(t),FK=s(Pr),Y2=a(Pr,"TD",{align:!0});var Bve=n(Y2);WK=o(Bve,"\u2705"),Bve.forEach(t),YK=s(Pr),J2=a(Pr,"TD",{align:!0});var Ive=n(J2);JK=o(Ive,"\u2705"),Ive.forEach(t),VK=s(Pr),V2=a(Pr,"TD",{align:!0});var xve=n(V2);KK=o(xve,"\u2705"),xve.forEach(t),XK=s(Pr),K2=a(Pr,"TD",{align:!0});var Ove=n(K2);ZK=o(Ove,"\u2705"),Ove.forEach(t),HK=s(Pr),X2=a(Pr,"TD",{align:!0});var Fve=n(X2);zK=o(Fve,"\u274C"),Fve.forEach(t),Pr.forEach(t),UK=s(f),Ae=a(f,"TR",{});var Gr=n(Ae);Z2=a(Gr,"TD",{align:!0});var Wve=n(Z2);qK=o(Wve,"OpenAI GPT-2"),Wve.forEach(t),jK=s(Gr),H2=a(Gr,"TD",{align:!0});var Yve=n(H2);QK=o(Yve,"\u2705"),Yve.forEach(t),$K=s(Gr),z2=a(Gr,"TD",{align:!0});var Jve=n(z2);eX=o(Jve,"\u2705"),Jve.forEach(t),tX=s(Gr),U2=a(Gr,"TD",{align:!0});var Vve=n(U2);rX=o(Vve,"\u2705"),Vve.forEach(t),aX=s(Gr),q2=a(Gr,"TD",{align:!0});var Kve=n(q2);nX=o(Kve,"\u2705"),Kve.forEach(t),lX=s(Gr),j2=a(Gr,"TD",{align:!0});var Xve=n(j2);oX=o(Xve,"\u2705"),Xve.forEach(t),Gr.forEach(t),iX=s(f),Re=a(f,"TR",{});var kr=n(Re);Q2=a(kr,"TD",{align:!0});var Zve=n(Q2);dX=o(Zve,"OPT"),Zve.forEach(t),sX=s(kr),$2=a(kr,"TD",{align:!0});var Hve=n($2);hX=o(Hve,"\u274C"),Hve.forEach(t),gX=s(kr),eE=a(kr,"TD",{align:!0});var zve=n(eE);cX=o(zve,"\u274C"),zve.forEach(t),fX=s(kr),tE=a(kr,"TD",{align:!0});var Uve=n(tE);uX=o(Uve,"\u2705"),Uve.forEach(t),vX=s(kr),rE=a(kr,"TD",{align:!0});var qve=n(rE);EX=o(qve,"\u2705"),qve.forEach(t),TX=s(kr),aE=a(kr,"TD",{align:!0});var jve=n(aE);_X=o(jve,"\u2705"),jve.forEach(t),kr.forEach(t),mX=s(f),Le=a(f,"TR",{});var Nr=n(Le);nE=a(Nr,"TD",{align:!0});var Qve=n(nE);pX=o(Qve,"Pegasus"),Qve.forEach(t),DX=s(Nr),lE=a(Nr,"TD",{align:!0});var $ve=n(lE);yX=o($ve,"\u2705"),$ve.forEach(t),AX=s(Nr),oE=a(Nr,"TD",{align:!0});var e2e=n(oE);RX=o(e2e,"\u2705"),e2e.forEach(t),LX=s(Nr),iE=a(Nr,"TD",{align:!0});var t2e=n(iE);bX=o(t2e,"\u2705"),t2e.forEach(t),SX=s(Nr),dE=a(Nr,"TD",{align:!0});var r2e=n(dE);wX=o(r2e,"\u2705"),r2e.forEach(t),MX=s(Nr),sE=a(Nr,"TD",{align:!0});var a2e=n(sE);PX=o(a2e,"\u2705"),a2e.forEach(t),Nr.forEach(t),GX=s(f),be=a(f,"TR",{});var Cr=n(be);hE=a(Cr,"TD",{align:!0});var n2e=n(hE);kX=o(n2e,"Perceiver"),n2e.forEach(t),NX=s(Cr),gE=a(Cr,"TD",{align:!0});var l2e=n(gE);CX=o(l2e,"\u2705"),l2e.forEach(t),BX=s(Cr),cE=a(Cr,"TD",{align:!0});var o2e=n(cE);IX=o(o2e,"\u274C"),o2e.forEach(t),xX=s(Cr),fE=a(Cr,"TD",{align:!0});var i2e=n(fE);OX=o(i2e,"\u2705"),i2e.forEach(t),FX=s(Cr),uE=a(Cr,"TD",{align:!0});var d2e=n(uE);WX=o(d2e,"\u274C"),d2e.forEach(t),YX=s(Cr),vE=a(Cr,"TD",{align:!0});var s2e=n(vE);JX=o(s2e,"\u274C"),s2e.forEach(t),Cr.forEach(t),VX=s(f),Se=a(f,"TR",{});var Br=n(Se);EE=a(Br,"TD",{align:!0});var h2e=n(EE);KX=o(h2e,"PLBart"),h2e.forEach(t),XX=s(Br),TE=a(Br,"TD",{align:!0});var g2e=n(TE);ZX=o(g2e,"\u2705"),g2e.forEach(t),HX=s(Br),_E=a(Br,"TD",{align:!0});var c2e=n(_E);zX=o(c2e,"\u274C"),c2e.forEach(t),UX=s(Br),mE=a(Br,"TD",{align:!0});var f2e=n(mE);qX=o(f2e,"\u2705"),f2e.forEach(t),jX=s(Br),pE=a(Br,"TD",{align:!0});var u2e=n(pE);QX=o(u2e,"\u274C"),u2e.forEach(t),$X=s(Br),DE=a(Br,"TD",{align:!0});var v2e=n(DE);eZ=o(v2e,"\u274C"),v2e.forEach(t),Br.forEach(t),tZ=s(f),we=a(f,"TR",{});var Ir=n(we);yE=a(Ir,"TD",{align:!0});var E2e=n(yE);rZ=o(E2e,"PoolFormer"),E2e.forEach(t),aZ=s(Ir),AE=a(Ir,"TD",{align:!0});var T2e=n(AE);nZ=o(T2e,"\u274C"),T2e.forEach(t),lZ=s(Ir),RE=a(Ir,"TD",{align:!0});var _2e=n(RE);oZ=o(_2e,"\u274C"),_2e.forEach(t),iZ=s(Ir),LE=a(Ir,"TD",{align:!0});var m2e=n(LE);dZ=o(m2e,"\u2705"),m2e.forEach(t),sZ=s(Ir),bE=a(Ir,"TD",{align:!0});var p2e=n(bE);hZ=o(p2e,"\u274C"),p2e.forEach(t),gZ=s(Ir),SE=a(Ir,"TD",{align:!0});var D2e=n(SE);cZ=o(D2e,"\u274C"),D2e.forEach(t),Ir.forEach(t),fZ=s(f),Me=a(f,"TR",{});var xr=n(Me);wE=a(xr,"TD",{align:!0});var y2e=n(wE);uZ=o(y2e,"ProphetNet"),y2e.forEach(t),vZ=s(xr),ME=a(xr,"TD",{align:!0});var A2e=n(ME);EZ=o(A2e,"\u2705"),A2e.forEach(t),TZ=s(xr),PE=a(xr,"TD",{align:!0});var R2e=n(PE);_Z=o(R2e,"\u274C"),R2e.forEach(t),mZ=s(xr),GE=a(xr,"TD",{align:!0});var L2e=n(GE);pZ=o(L2e,"\u2705"),L2e.forEach(t),DZ=s(xr),kE=a(xr,"TD",{align:!0});var b2e=n(kE);yZ=o(b2e,"\u274C"),b2e.forEach(t),AZ=s(xr),NE=a(xr,"TD",{align:!0});var S2e=n(NE);RZ=o(S2e,"\u274C"),S2e.forEach(t),xr.forEach(t),LZ=s(f),Pe=a(f,"TR",{});var Or=n(Pe);CE=a(Or,"TD",{align:!0});var w2e=n(CE);bZ=o(w2e,"QDQBert"),w2e.forEach(t),SZ=s(Or),BE=a(Or,"TD",{align:!0});var M2e=n(BE);wZ=o(M2e,"\u274C"),M2e.forEach(t),MZ=s(Or),IE=a(Or,"TD",{align:!0});var P2e=n(IE);PZ=o(P2e,"\u274C"),P2e.forEach(t),GZ=s(Or),xE=a(Or,"TD",{align:!0});var G2e=n(xE);kZ=o(G2e,"\u2705"),G2e.forEach(t),NZ=s(Or),OE=a(Or,"TD",{align:!0});var k2e=n(OE);CZ=o(k2e,"\u274C"),k2e.forEach(t),BZ=s(Or),FE=a(Or,"TD",{align:!0});var N2e=n(FE);IZ=o(N2e,"\u274C"),N2e.forEach(t),Or.forEach(t),xZ=s(f),Ge=a(f,"TR",{});var Fr=n(Ge);WE=a(Fr,"TD",{align:!0});var C2e=n(WE);OZ=o(C2e,"RAG"),C2e.forEach(t),FZ=s(Fr),YE=a(Fr,"TD",{align:!0});var B2e=n(YE);WZ=o(B2e,"\u2705"),B2e.forEach(t),YZ=s(Fr),JE=a(Fr,"TD",{align:!0});var I2e=n(JE);JZ=o(I2e,"\u274C"),I2e.forEach(t),VZ=s(Fr),VE=a(Fr,"TD",{align:!0});var x2e=n(VE);KZ=o(x2e,"\u2705"),x2e.forEach(t),XZ=s(Fr),KE=a(Fr,"TD",{align:!0});var O2e=n(KE);ZZ=o(O2e,"\u2705"),O2e.forEach(t),HZ=s(Fr),XE=a(Fr,"TD",{align:!0});var F2e=n(XE);zZ=o(F2e,"\u274C"),F2e.forEach(t),Fr.forEach(t),UZ=s(f),ke=a(f,"TR",{});var Wr=n(ke);ZE=a(Wr,"TD",{align:!0});var W2e=n(ZE);qZ=o(W2e,"REALM"),W2e.forEach(t),jZ=s(Wr),HE=a(Wr,"TD",{align:!0});var Y2e=n(HE);QZ=o(Y2e,"\u2705"),Y2e.forEach(t),$Z=s(Wr),zE=a(Wr,"TD",{align:!0});var J2e=n(zE);eH=o(J2e,"\u2705"),J2e.forEach(t),tH=s(Wr),UE=a(Wr,"TD",{align:!0});var V2e=n(UE);rH=o(V2e,"\u2705"),V2e.forEach(t),aH=s(Wr),qE=a(Wr,"TD",{align:!0});var K2e=n(qE);nH=o(K2e,"\u274C"),K2e.forEach(t),lH=s(Wr),jE=a(Wr,"TD",{align:!0});var X2e=n(jE);oH=o(X2e,"\u274C"),X2e.forEach(t),Wr.forEach(t),iH=s(f),Ne=a(f,"TR",{});var Yr=n(Ne);QE=a(Yr,"TD",{align:!0});var Z2e=n(QE);dH=o(Z2e,"Reformer"),Z2e.forEach(t),sH=s(Yr),$E=a(Yr,"TD",{align:!0});var H2e=n($E);hH=o(H2e,"\u2705"),H2e.forEach(t),gH=s(Yr),eT=a(Yr,"TD",{align:!0});var z2e=n(eT);cH=o(z2e,"\u2705"),z2e.forEach(t),fH=s(Yr),tT=a(Yr,"TD",{align:!0});var U2e=n(tT);uH=o(U2e,"\u2705"),U2e.forEach(t),vH=s(Yr),rT=a(Yr,"TD",{align:!0});var q2e=n(rT);EH=o(q2e,"\u274C"),q2e.forEach(t),TH=s(Yr),aT=a(Yr,"TD",{align:!0});var j2e=n(aT);_H=o(j2e,"\u274C"),j2e.forEach(t),Yr.forEach(t),mH=s(f),Ce=a(f,"TR",{});var Jr=n(Ce);nT=a(Jr,"TD",{align:!0});var Q2e=n(nT);pH=o(Q2e,"RegNet"),Q2e.forEach(t),DH=s(Jr),lT=a(Jr,"TD",{align:!0});var $2e=n(lT);yH=o($2e,"\u274C"),$2e.forEach(t),AH=s(Jr),oT=a(Jr,"TD",{align:!0});var eEe=n(oT);RH=o(eEe,"\u274C"),eEe.forEach(t),LH=s(Jr),iT=a(Jr,"TD",{align:!0});var tEe=n(iT);bH=o(tEe,"\u2705"),tEe.forEach(t),SH=s(Jr),dT=a(Jr,"TD",{align:!0});var rEe=n(dT);wH=o(rEe,"\u274C"),rEe.forEach(t),MH=s(Jr),sT=a(Jr,"TD",{align:!0});var aEe=n(sT);PH=o(aEe,"\u274C"),aEe.forEach(t),Jr.forEach(t),GH=s(f),Be=a(f,"TR",{});var Vr=n(Be);hT=a(Vr,"TD",{align:!0});var nEe=n(hT);kH=o(nEe,"RemBERT"),nEe.forEach(t),NH=s(Vr),gT=a(Vr,"TD",{align:!0});var lEe=n(gT);CH=o(lEe,"\u2705"),lEe.forEach(t),BH=s(Vr),cT=a(Vr,"TD",{align:!0});var oEe=n(cT);IH=o(oEe,"\u2705"),oEe.forEach(t),xH=s(Vr),fT=a(Vr,"TD",{align:!0});var iEe=n(fT);OH=o(iEe,"\u2705"),iEe.forEach(t),FH=s(Vr),uT=a(Vr,"TD",{align:!0});var dEe=n(uT);WH=o(dEe,"\u2705"),dEe.forEach(t),YH=s(Vr),vT=a(Vr,"TD",{align:!0});var sEe=n(vT);JH=o(sEe,"\u274C"),sEe.forEach(t),Vr.forEach(t),VH=s(f),Ie=a(f,"TR",{});var Kr=n(Ie);ET=a(Kr,"TD",{align:!0});var hEe=n(ET);KH=o(hEe,"ResNet"),hEe.forEach(t),XH=s(Kr),TT=a(Kr,"TD",{align:!0});var gEe=n(TT);ZH=o(gEe,"\u274C"),gEe.forEach(t),HH=s(Kr),_T=a(Kr,"TD",{align:!0});var cEe=n(_T);zH=o(cEe,"\u274C"),cEe.forEach(t),UH=s(Kr),mT=a(Kr,"TD",{align:!0});var fEe=n(mT);qH=o(fEe,"\u2705"),fEe.forEach(t),jH=s(Kr),pT=a(Kr,"TD",{align:!0});var uEe=n(pT);QH=o(uEe,"\u274C"),uEe.forEach(t),$H=s(Kr),DT=a(Kr,"TD",{align:!0});var vEe=n(DT);ez=o(vEe,"\u274C"),vEe.forEach(t),Kr.forEach(t),tz=s(f),xe=a(f,"TR",{});var Xr=n(xe);yT=a(Xr,"TD",{align:!0});var EEe=n(yT);rz=o(EEe,"RetriBERT"),EEe.forEach(t),az=s(Xr),AT=a(Xr,"TD",{align:!0});var TEe=n(AT);nz=o(TEe,"\u2705"),TEe.forEach(t),lz=s(Xr),RT=a(Xr,"TD",{align:!0});var _Ee=n(RT);oz=o(_Ee,"\u2705"),_Ee.forEach(t),iz=s(Xr),LT=a(Xr,"TD",{align:!0});var mEe=n(LT);dz=o(mEe,"\u2705"),mEe.forEach(t),sz=s(Xr),bT=a(Xr,"TD",{align:!0});var pEe=n(bT);hz=o(pEe,"\u274C"),pEe.forEach(t),gz=s(Xr),ST=a(Xr,"TD",{align:!0});var DEe=n(ST);cz=o(DEe,"\u274C"),DEe.forEach(t),Xr.forEach(t),fz=s(f),Oe=a(f,"TR",{});var Zr=n(Oe);wT=a(Zr,"TD",{align:!0});var yEe=n(wT);uz=o(yEe,"RoBERTa"),yEe.forEach(t),vz=s(Zr),MT=a(Zr,"TD",{align:!0});var AEe=n(MT);Ez=o(AEe,"\u2705"),AEe.forEach(t),Tz=s(Zr),PT=a(Zr,"TD",{align:!0});var REe=n(PT);_z=o(REe,"\u2705"),REe.forEach(t),mz=s(Zr),GT=a(Zr,"TD",{align:!0});var LEe=n(GT);pz=o(LEe,"\u2705"),LEe.forEach(t),Dz=s(Zr),kT=a(Zr,"TD",{align:!0});var bEe=n(kT);yz=o(bEe,"\u2705"),bEe.forEach(t),Az=s(Zr),NT=a(Zr,"TD",{align:!0});var SEe=n(NT);Rz=o(SEe,"\u2705"),SEe.forEach(t),Zr.forEach(t),Lz=s(f),Fe=a(f,"TR",{});var Hr=n(Fe);CT=a(Hr,"TD",{align:!0});var wEe=n(CT);bz=o(wEe,"RoFormer"),wEe.forEach(t),Sz=s(Hr),BT=a(Hr,"TD",{align:!0});var MEe=n(BT);wz=o(MEe,"\u2705"),MEe.forEach(t),Mz=s(Hr),IT=a(Hr,"TD",{align:!0});var PEe=n(IT);Pz=o(PEe,"\u2705"),PEe.forEach(t),Gz=s(Hr),xT=a(Hr,"TD",{align:!0});var GEe=n(xT);kz=o(GEe,"\u2705"),GEe.forEach(t),Nz=s(Hr),OT=a(Hr,"TD",{align:!0});var kEe=n(OT);Cz=o(kEe,"\u2705"),kEe.forEach(t),Bz=s(Hr),FT=a(Hr,"TD",{align:!0});var NEe=n(FT);Iz=o(NEe,"\u2705"),NEe.forEach(t),Hr.forEach(t),xz=s(f),We=a(f,"TR",{});var zr=n(We);WT=a(zr,"TD",{align:!0});var CEe=n(WT);Oz=o(CEe,"SegFormer"),CEe.forEach(t),Fz=s(zr),YT=a(zr,"TD",{align:!0});var BEe=n(YT);Wz=o(BEe,"\u274C"),BEe.forEach(t),Yz=s(zr),JT=a(zr,"TD",{align:!0});var IEe=n(JT);Jz=o(IEe,"\u274C"),IEe.forEach(t),Vz=s(zr),VT=a(zr,"TD",{align:!0});var xEe=n(VT);Kz=o(xEe,"\u2705"),xEe.forEach(t),Xz=s(zr),KT=a(zr,"TD",{align:!0});var OEe=n(KT);Zz=o(OEe,"\u274C"),OEe.forEach(t),Hz=s(zr),XT=a(zr,"TD",{align:!0});var FEe=n(XT);zz=o(FEe,"\u274C"),FEe.forEach(t),zr.forEach(t),Uz=s(f),Ye=a(f,"TR",{});var Ur=n(Ye);ZT=a(Ur,"TD",{align:!0});var WEe=n(ZT);qz=o(WEe,"SEW"),WEe.forEach(t),jz=s(Ur),HT=a(Ur,"TD",{align:!0});var YEe=n(HT);Qz=o(YEe,"\u274C"),YEe.forEach(t),$z=s(Ur),zT=a(Ur,"TD",{align:!0});var JEe=n(zT);eU=o(JEe,"\u274C"),JEe.forEach(t),tU=s(Ur),UT=a(Ur,"TD",{align:!0});var VEe=n(UT);rU=o(VEe,"\u2705"),VEe.forEach(t),aU=s(Ur),qT=a(Ur,"TD",{align:!0});var KEe=n(qT);nU=o(KEe,"\u274C"),KEe.forEach(t),lU=s(Ur),jT=a(Ur,"TD",{align:!0});var XEe=n(jT);oU=o(XEe,"\u274C"),XEe.forEach(t),Ur.forEach(t),iU=s(f),Je=a(f,"TR",{});var qr=n(Je);QT=a(qr,"TD",{align:!0});var ZEe=n(QT);dU=o(ZEe,"SEW-D"),ZEe.forEach(t),sU=s(qr),$T=a(qr,"TD",{align:!0});var HEe=n($T);hU=o(HEe,"\u274C"),HEe.forEach(t),gU=s(qr),e_=a(qr,"TD",{align:!0});var zEe=n(e_);cU=o(zEe,"\u274C"),zEe.forEach(t),fU=s(qr),t_=a(qr,"TD",{align:!0});var UEe=n(t_);uU=o(UEe,"\u2705"),UEe.forEach(t),vU=s(qr),r_=a(qr,"TD",{align:!0});var qEe=n(r_);EU=o(qEe,"\u274C"),qEe.forEach(t),TU=s(qr),a_=a(qr,"TD",{align:!0});var jEe=n(a_);_U=o(jEe,"\u274C"),jEe.forEach(t),qr.forEach(t),mU=s(f),Ve=a(f,"TR",{});var jr=n(Ve);n_=a(jr,"TD",{align:!0});var QEe=n(n_);pU=o(QEe,"Speech Encoder decoder"),QEe.forEach(t),DU=s(jr),l_=a(jr,"TD",{align:!0});var $Ee=n(l_);yU=o($Ee,"\u274C"),$Ee.forEach(t),AU=s(jr),o_=a(jr,"TD",{align:!0});var eTe=n(o_);RU=o(eTe,"\u274C"),eTe.forEach(t),LU=s(jr),i_=a(jr,"TD",{align:!0});var tTe=n(i_);bU=o(tTe,"\u2705"),tTe.forEach(t),SU=s(jr),d_=a(jr,"TD",{align:!0});var rTe=n(d_);wU=o(rTe,"\u274C"),rTe.forEach(t),MU=s(jr),s_=a(jr,"TD",{align:!0});var aTe=n(s_);PU=o(aTe,"\u2705"),aTe.forEach(t),jr.forEach(t),GU=s(f),Ke=a(f,"TR",{});var Qr=n(Ke);h_=a(Qr,"TD",{align:!0});var nTe=n(h_);kU=o(nTe,"Speech2Text"),nTe.forEach(t),NU=s(Qr),g_=a(Qr,"TD",{align:!0});var lTe=n(g_);CU=o(lTe,"\u2705"),lTe.forEach(t),BU=s(Qr),c_=a(Qr,"TD",{align:!0});var oTe=n(c_);IU=o(oTe,"\u274C"),oTe.forEach(t),xU=s(Qr),f_=a(Qr,"TD",{align:!0});var iTe=n(f_);OU=o(iTe,"\u2705"),iTe.forEach(t),FU=s(Qr),u_=a(Qr,"TD",{align:!0});var dTe=n(u_);WU=o(dTe,"\u2705"),dTe.forEach(t),YU=s(Qr),v_=a(Qr,"TD",{align:!0});var sTe=n(v_);JU=o(sTe,"\u274C"),sTe.forEach(t),Qr.forEach(t),VU=s(f),Xe=a(f,"TR",{});var $r=n(Xe);E_=a($r,"TD",{align:!0});var hTe=n(E_);KU=o(hTe,"Speech2Text2"),hTe.forEach(t),XU=s($r),T_=a($r,"TD",{align:!0});var gTe=n(T_);ZU=o(gTe,"\u2705"),gTe.forEach(t),HU=s($r),__=a($r,"TD",{align:!0});var cTe=n(__);zU=o(cTe,"\u274C"),cTe.forEach(t),UU=s($r),m_=a($r,"TD",{align:!0});var fTe=n(m_);qU=o(fTe,"\u274C"),fTe.forEach(t),jU=s($r),p_=a($r,"TD",{align:!0});var uTe=n(p_);QU=o(uTe,"\u274C"),uTe.forEach(t),$U=s($r),D_=a($r,"TD",{align:!0});var vTe=n(D_);eq=o(vTe,"\u274C"),vTe.forEach(t),$r.forEach(t),tq=s(f),Ze=a(f,"TR",{});var ea=n(Ze);y_=a(ea,"TD",{align:!0});var ETe=n(y_);rq=o(ETe,"Splinter"),ETe.forEach(t),aq=s(ea),A_=a(ea,"TD",{align:!0});var TTe=n(A_);nq=o(TTe,"\u2705"),TTe.forEach(t),lq=s(ea),R_=a(ea,"TD",{align:!0});var _Te=n(R_);oq=o(_Te,"\u2705"),_Te.forEach(t),iq=s(ea),L_=a(ea,"TD",{align:!0});var mTe=n(L_);dq=o(mTe,"\u2705"),mTe.forEach(t),sq=s(ea),b_=a(ea,"TD",{align:!0});var pTe=n(b_);hq=o(pTe,"\u274C"),pTe.forEach(t),gq=s(ea),S_=a(ea,"TD",{align:!0});var DTe=n(S_);cq=o(DTe,"\u274C"),DTe.forEach(t),ea.forEach(t),fq=s(f),He=a(f,"TR",{});var ta=n(He);w_=a(ta,"TD",{align:!0});var yTe=n(w_);uq=o(yTe,"SqueezeBERT"),yTe.forEach(t),vq=s(ta),M_=a(ta,"TD",{align:!0});var ATe=n(M_);Eq=o(ATe,"\u2705"),ATe.forEach(t),Tq=s(ta),P_=a(ta,"TD",{align:!0});var RTe=n(P_);_q=o(RTe,"\u2705"),RTe.forEach(t),mq=s(ta),G_=a(ta,"TD",{align:!0});var LTe=n(G_);pq=o(LTe,"\u2705"),LTe.forEach(t),Dq=s(ta),k_=a(ta,"TD",{align:!0});var bTe=n(k_);yq=o(bTe,"\u274C"),bTe.forEach(t),Aq=s(ta),N_=a(ta,"TD",{align:!0});var STe=n(N_);Rq=o(STe,"\u274C"),STe.forEach(t),ta.forEach(t),Lq=s(f),ze=a(f,"TR",{});var ra=n(ze);C_=a(ra,"TD",{align:!0});var wTe=n(C_);bq=o(wTe,"Swin Transformer"),wTe.forEach(t),Sq=s(ra),B_=a(ra,"TD",{align:!0});var MTe=n(B_);wq=o(MTe,"\u274C"),MTe.forEach(t),Mq=s(ra),I_=a(ra,"TD",{align:!0});var PTe=n(I_);Pq=o(PTe,"\u274C"),PTe.forEach(t),Gq=s(ra),x_=a(ra,"TD",{align:!0});var GTe=n(x_);kq=o(GTe,"\u2705"),GTe.forEach(t),Nq=s(ra),O_=a(ra,"TD",{align:!0});var kTe=n(O_);Cq=o(kTe,"\u2705"),kTe.forEach(t),Bq=s(ra),F_=a(ra,"TD",{align:!0});var NTe=n(F_);Iq=o(NTe,"\u274C"),NTe.forEach(t),ra.forEach(t),xq=s(f),Ue=a(f,"TR",{});var aa=n(Ue);W_=a(aa,"TD",{align:!0});var CTe=n(W_);Oq=o(CTe,"T5"),CTe.forEach(t),Fq=s(aa),Y_=a(aa,"TD",{align:!0});var BTe=n(Y_);Wq=o(BTe,"\u2705"),BTe.forEach(t),Yq=s(aa),J_=a(aa,"TD",{align:!0});var ITe=n(J_);Jq=o(ITe,"\u2705"),ITe.forEach(t),Vq=s(aa),V_=a(aa,"TD",{align:!0});var xTe=n(V_);Kq=o(xTe,"\u2705"),xTe.forEach(t),Xq=s(aa),K_=a(aa,"TD",{align:!0});var OTe=n(K_);Zq=o(OTe,"\u2705"),OTe.forEach(t),Hq=s(aa),X_=a(aa,"TD",{align:!0});var FTe=n(X_);zq=o(FTe,"\u2705"),FTe.forEach(t),aa.forEach(t),Uq=s(f),qe=a(f,"TR",{});var na=n(qe);Z_=a(na,"TD",{align:!0});var WTe=n(Z_);qq=o(WTe,"TAPAS"),WTe.forEach(t),jq=s(na),H_=a(na,"TD",{align:!0});var YTe=n(H_);Qq=o(YTe,"\u2705"),YTe.forEach(t),$q=s(na),z_=a(na,"TD",{align:!0});var JTe=n(z_);ej=o(JTe,"\u274C"),JTe.forEach(t),tj=s(na),U_=a(na,"TD",{align:!0});var VTe=n(U_);rj=o(VTe,"\u2705"),VTe.forEach(t),aj=s(na),q_=a(na,"TD",{align:!0});var KTe=n(q_);nj=o(KTe,"\u2705"),KTe.forEach(t),lj=s(na),j_=a(na,"TD",{align:!0});var XTe=n(j_);oj=o(XTe,"\u274C"),XTe.forEach(t),na.forEach(t),ij=s(f),je=a(f,"TR",{});var la=n(je);Q_=a(la,"TD",{align:!0});var ZTe=n(Q_);dj=o(ZTe,"Trajectory Transformer"),ZTe.forEach(t),sj=s(la),$_=a(la,"TD",{align:!0});var HTe=n($_);hj=o(HTe,"\u274C"),HTe.forEach(t),gj=s(la),e3=a(la,"TD",{align:!0});var zTe=n(e3);cj=o(zTe,"\u274C"),zTe.forEach(t),fj=s(la),t3=a(la,"TD",{align:!0});var UTe=n(t3);uj=o(UTe,"\u2705"),UTe.forEach(t),vj=s(la),r3=a(la,"TD",{align:!0});var qTe=n(r3);Ej=o(qTe,"\u274C"),qTe.forEach(t),Tj=s(la),a3=a(la,"TD",{align:!0});var jTe=n(a3);_j=o(jTe,"\u274C"),jTe.forEach(t),la.forEach(t),mj=s(f),Qe=a(f,"TR",{});var oa=n(Qe);n3=a(oa,"TD",{align:!0});var QTe=n(n3);pj=o(QTe,"Transformer-XL"),QTe.forEach(t),Dj=s(oa),l3=a(oa,"TD",{align:!0});var $Te=n(l3);yj=o($Te,"\u2705"),$Te.forEach(t),Aj=s(oa),o3=a(oa,"TD",{align:!0});var e_e=n(o3);Rj=o(e_e,"\u274C"),e_e.forEach(t),Lj=s(oa),i3=a(oa,"TD",{align:!0});var t_e=n(i3);bj=o(t_e,"\u2705"),t_e.forEach(t),Sj=s(oa),d3=a(oa,"TD",{align:!0});var r_e=n(d3);wj=o(r_e,"\u2705"),r_e.forEach(t),Mj=s(oa),s3=a(oa,"TD",{align:!0});var a_e=n(s3);Pj=o(a_e,"\u274C"),a_e.forEach(t),oa.forEach(t),Gj=s(f),$e=a(f,"TR",{});var ia=n($e);h3=a(ia,"TD",{align:!0});var n_e=n(h3);kj=o(n_e,"TrOCR"),n_e.forEach(t),Nj=s(ia),g3=a(ia,"TD",{align:!0});var l_e=n(g3);Cj=o(l_e,"\u274C"),l_e.forEach(t),Bj=s(ia),c3=a(ia,"TD",{align:!0});var o_e=n(c3);Ij=o(o_e,"\u274C"),o_e.forEach(t),xj=s(ia),f3=a(ia,"TD",{align:!0});var i_e=n(f3);Oj=o(i_e,"\u2705"),i_e.forEach(t),Fj=s(ia),u3=a(ia,"TD",{align:!0});var d_e=n(u3);Wj=o(d_e,"\u274C"),d_e.forEach(t),Yj=s(ia),v3=a(ia,"TD",{align:!0});var s_e=n(v3);Jj=o(s_e,"\u274C"),s_e.forEach(t),ia.forEach(t),Vj=s(f),et=a(f,"TR",{});var da=n(et);E3=a(da,"TD",{align:!0});var h_e=n(E3);Kj=o(h_e,"UniSpeech"),h_e.forEach(t),Xj=s(da),T3=a(da,"TD",{align:!0});var g_e=n(T3);Zj=o(g_e,"\u274C"),g_e.forEach(t),Hj=s(da),_3=a(da,"TD",{align:!0});var c_e=n(_3);zj=o(c_e,"\u274C"),c_e.forEach(t),Uj=s(da),m3=a(da,"TD",{align:!0});var f_e=n(m3);qj=o(f_e,"\u2705"),f_e.forEach(t),jj=s(da),p3=a(da,"TD",{align:!0});var u_e=n(p3);Qj=o(u_e,"\u274C"),u_e.forEach(t),$j=s(da),D3=a(da,"TD",{align:!0});var v_e=n(D3);eQ=o(v_e,"\u274C"),v_e.forEach(t),da.forEach(t),tQ=s(f),tt=a(f,"TR",{});var sa=n(tt);y3=a(sa,"TD",{align:!0});var E_e=n(y3);rQ=o(E_e,"UniSpeechSat"),E_e.forEach(t),aQ=s(sa),A3=a(sa,"TD",{align:!0});var T_e=n(A3);nQ=o(T_e,"\u274C"),T_e.forEach(t),lQ=s(sa),R3=a(sa,"TD",{align:!0});var __e=n(R3);oQ=o(__e,"\u274C"),__e.forEach(t),iQ=s(sa),L3=a(sa,"TD",{align:!0});var m_e=n(L3);dQ=o(m_e,"\u2705"),m_e.forEach(t),sQ=s(sa),b3=a(sa,"TD",{align:!0});var p_e=n(b3);hQ=o(p_e,"\u274C"),p_e.forEach(t),gQ=s(sa),S3=a(sa,"TD",{align:!0});var D_e=n(S3);cQ=o(D_e,"\u274C"),D_e.forEach(t),sa.forEach(t),fQ=s(f),rt=a(f,"TR",{});var ha=n(rt);w3=a(ha,"TD",{align:!0});var y_e=n(w3);uQ=o(y_e,"VAN"),y_e.forEach(t),vQ=s(ha),M3=a(ha,"TD",{align:!0});var A_e=n(M3);EQ=o(A_e,"\u274C"),A_e.forEach(t),TQ=s(ha),P3=a(ha,"TD",{align:!0});var R_e=n(P3);_Q=o(R_e,"\u274C"),R_e.forEach(t),mQ=s(ha),G3=a(ha,"TD",{align:!0});var L_e=n(G3);pQ=o(L_e,"\u2705"),L_e.forEach(t),DQ=s(ha),k3=a(ha,"TD",{align:!0});var b_e=n(k3);yQ=o(b_e,"\u274C"),b_e.forEach(t),AQ=s(ha),N3=a(ha,"TD",{align:!0});var S_e=n(N3);RQ=o(S_e,"\u274C"),S_e.forEach(t),ha.forEach(t),LQ=s(f),at=a(f,"TR",{});var ga=n(at);C3=a(ga,"TD",{align:!0});var w_e=n(C3);bQ=o(w_e,"ViLT"),w_e.forEach(t),SQ=s(ga),B3=a(ga,"TD",{align:!0});var M_e=n(B3);wQ=o(M_e,"\u274C"),M_e.forEach(t),MQ=s(ga),I3=a(ga,"TD",{align:!0});var P_e=n(I3);PQ=o(P_e,"\u274C"),P_e.forEach(t),GQ=s(ga),x3=a(ga,"TD",{align:!0});var G_e=n(x3);kQ=o(G_e,"\u2705"),G_e.forEach(t),NQ=s(ga),O3=a(ga,"TD",{align:!0});var k_e=n(O3);CQ=o(k_e,"\u274C"),k_e.forEach(t),BQ=s(ga),F3=a(ga,"TD",{align:!0});var N_e=n(F3);IQ=o(N_e,"\u274C"),N_e.forEach(t),ga.forEach(t),xQ=s(f),nt=a(f,"TR",{});var ca=n(nt);W3=a(ca,"TD",{align:!0});var C_e=n(W3);OQ=o(C_e,"Vision Encoder decoder"),C_e.forEach(t),FQ=s(ca),Y3=a(ca,"TD",{align:!0});var B_e=n(Y3);WQ=o(B_e,"\u274C"),B_e.forEach(t),YQ=s(ca),J3=a(ca,"TD",{align:!0});var I_e=n(J3);JQ=o(I_e,"\u274C"),I_e.forEach(t),VQ=s(ca),V3=a(ca,"TD",{align:!0});var x_e=n(V3);KQ=o(x_e,"\u2705"),x_e.forEach(t),XQ=s(ca),K3=a(ca,"TD",{align:!0});var O_e=n(K3);ZQ=o(O_e,"\u2705"),O_e.forEach(t),HQ=s(ca),X3=a(ca,"TD",{align:!0});var F_e=n(X3);zQ=o(F_e,"\u2705"),F_e.forEach(t),ca.forEach(t),UQ=s(f),lt=a(f,"TR",{});var fa=n(lt);Z3=a(fa,"TD",{align:!0});var W_e=n(Z3);qQ=o(W_e,"VisionTextDualEncoder"),W_e.forEach(t),jQ=s(fa),H3=a(fa,"TD",{align:!0});var Y_e=n(H3);QQ=o(Y_e,"\u274C"),Y_e.forEach(t),$Q=s(fa),z3=a(fa,"TD",{align:!0});var J_e=n(z3);e$=o(J_e,"\u274C"),J_e.forEach(t),t$=s(fa),U3=a(fa,"TD",{align:!0});var V_e=n(U3);r$=o(V_e,"\u2705"),V_e.forEach(t),a$=s(fa),q3=a(fa,"TD",{align:!0});var K_e=n(q3);n$=o(K_e,"\u274C"),K_e.forEach(t),l$=s(fa),j3=a(fa,"TD",{align:!0});var X_e=n(j3);o$=o(X_e,"\u2705"),X_e.forEach(t),fa.forEach(t),i$=s(f),ot=a(f,"TR",{});var ua=n(ot);Q3=a(ua,"TD",{align:!0});var Z_e=n(Q3);d$=o(Z_e,"VisualBERT"),Z_e.forEach(t),s$=s(ua),$3=a(ua,"TD",{align:!0});var H_e=n($3);h$=o(H_e,"\u274C"),H_e.forEach(t),g$=s(ua),e5=a(ua,"TD",{align:!0});var z_e=n(e5);c$=o(z_e,"\u274C"),z_e.forEach(t),f$=s(ua),t5=a(ua,"TD",{align:!0});var U_e=n(t5);u$=o(U_e,"\u2705"),U_e.forEach(t),v$=s(ua),r5=a(ua,"TD",{align:!0});var q_e=n(r5);E$=o(q_e,"\u274C"),q_e.forEach(t),T$=s(ua),a5=a(ua,"TD",{align:!0});var j_e=n(a5);_$=o(j_e,"\u274C"),j_e.forEach(t),ua.forEach(t),m$=s(f),it=a(f,"TR",{});var va=n(it);n5=a(va,"TD",{align:!0});var Q_e=n(n5);p$=o(Q_e,"ViT"),Q_e.forEach(t),D$=s(va),l5=a(va,"TD",{align:!0});var $_e=n(l5);y$=o($_e,"\u274C"),$_e.forEach(t),A$=s(va),o5=a(va,"TD",{align:!0});var e3e=n(o5);R$=o(e3e,"\u274C"),e3e.forEach(t),L$=s(va),i5=a(va,"TD",{align:!0});var t3e=n(i5);b$=o(t3e,"\u2705"),t3e.forEach(t),S$=s(va),d5=a(va,"TD",{align:!0});var r3e=n(d5);w$=o(r3e,"\u2705"),r3e.forEach(t),M$=s(va),s5=a(va,"TD",{align:!0});var a3e=n(s5);P$=o(a3e,"\u2705"),a3e.forEach(t),va.forEach(t),G$=s(f),dt=a(f,"TR",{});var Ea=n(dt);h5=a(Ea,"TD",{align:!0});var n3e=n(h5);k$=o(n3e,"ViTMAE"),n3e.forEach(t),N$=s(Ea),g5=a(Ea,"TD",{align:!0});var l3e=n(g5);C$=o(l3e,"\u274C"),l3e.forEach(t),B$=s(Ea),c5=a(Ea,"TD",{align:!0});var o3e=n(c5);I$=o(o3e,"\u274C"),o3e.forEach(t),x$=s(Ea),f5=a(Ea,"TD",{align:!0});var i3e=n(f5);O$=o(i3e,"\u2705"),i3e.forEach(t),F$=s(Ea),u5=a(Ea,"TD",{align:!0});var d3e=n(u5);W$=o(d3e,"\u2705"),d3e.forEach(t),Y$=s(Ea),v5=a(Ea,"TD",{align:!0});var s3e=n(v5);J$=o(s3e,"\u274C"),s3e.forEach(t),Ea.forEach(t),V$=s(f),st=a(f,"TR",{});var Ta=n(st);E5=a(Ta,"TD",{align:!0});var h3e=n(E5);K$=o(h3e,"Wav2Vec2"),h3e.forEach(t),X$=s(Ta),T5=a(Ta,"TD",{align:!0});var g3e=n(T5);Z$=o(g3e,"\u2705"),g3e.forEach(t),H$=s(Ta),_5=a(Ta,"TD",{align:!0});var c3e=n(_5);z$=o(c3e,"\u274C"),c3e.forEach(t),U$=s(Ta),m5=a(Ta,"TD",{align:!0});var f3e=n(m5);q$=o(f3e,"\u2705"),f3e.forEach(t),j$=s(Ta),p5=a(Ta,"TD",{align:!0});var u3e=n(p5);Q$=o(u3e,"\u2705"),u3e.forEach(t),$$=s(Ta),D5=a(Ta,"TD",{align:!0});var v3e=n(D5);eee=o(v3e,"\u2705"),v3e.forEach(t),Ta.forEach(t),tee=s(f),ht=a(f,"TR",{});var _a=n(ht);y5=a(_a,"TD",{align:!0});var E3e=n(y5);ree=o(E3e,"Wav2Vec2-Conformer"),E3e.forEach(t),aee=s(_a),A5=a(_a,"TD",{align:!0});var T3e=n(A5);nee=o(T3e,"\u274C"),T3e.forEach(t),lee=s(_a),R5=a(_a,"TD",{align:!0});var _3e=n(R5);oee=o(_3e,"\u274C"),_3e.forEach(t),iee=s(_a),L5=a(_a,"TD",{align:!0});var m3e=n(L5);dee=o(m3e,"\u2705"),m3e.forEach(t),see=s(_a),b5=a(_a,"TD",{align:!0});var p3e=n(b5);hee=o(p3e,"\u274C"),p3e.forEach(t),gee=s(_a),S5=a(_a,"TD",{align:!0});var D3e=n(S5);cee=o(D3e,"\u274C"),D3e.forEach(t),_a.forEach(t),fee=s(f),gt=a(f,"TR",{});var ma=n(gt);w5=a(ma,"TD",{align:!0});var y3e=n(w5);uee=o(y3e,"WavLM"),y3e.forEach(t),vee=s(ma),M5=a(ma,"TD",{align:!0});var A3e=n(M5);Eee=o(A3e,"\u274C"),A3e.forEach(t),Tee=s(ma),P5=a(ma,"TD",{align:!0});var R3e=n(P5);_ee=o(R3e,"\u274C"),R3e.forEach(t),mee=s(ma),G5=a(ma,"TD",{align:!0});var L3e=n(G5);pee=o(L3e,"\u2705"),L3e.forEach(t),Dee=s(ma),k5=a(ma,"TD",{align:!0});var b3e=n(k5);yee=o(b3e,"\u274C"),b3e.forEach(t),Aee=s(ma),N5=a(ma,"TD",{align:!0});var S3e=n(N5);Ree=o(S3e,"\u274C"),S3e.forEach(t),ma.forEach(t),Lee=s(f),ct=a(f,"TR",{});var pa=n(ct);C5=a(pa,"TD",{align:!0});var w3e=n(C5);bee=o(w3e,"XGLM"),w3e.forEach(t),See=s(pa),B5=a(pa,"TD",{align:!0});var M3e=n(B5);wee=o(M3e,"\u2705"),M3e.forEach(t),Mee=s(pa),I5=a(pa,"TD",{align:!0});var P3e=n(I5);Pee=o(P3e,"\u2705"),P3e.forEach(t),Gee=s(pa),x5=a(pa,"TD",{align:!0});var G3e=n(x5);kee=o(G3e,"\u2705"),G3e.forEach(t),Nee=s(pa),O5=a(pa,"TD",{align:!0});var k3e=n(O5);Cee=o(k3e,"\u274C"),k3e.forEach(t),Bee=s(pa),F5=a(pa,"TD",{align:!0});var N3e=n(F5);Iee=o(N3e,"\u2705"),N3e.forEach(t),pa.forEach(t),xee=s(f),ft=a(f,"TR",{});var Da=n(ft);W5=a(Da,"TD",{align:!0});var C3e=n(W5);Oee=o(C3e,"XLM"),C3e.forEach(t),Fee=s(Da),Y5=a(Da,"TD",{align:!0});var B3e=n(Y5);Wee=o(B3e,"\u2705"),B3e.forEach(t),Yee=s(Da),J5=a(Da,"TD",{align:!0});var I3e=n(J5);Jee=o(I3e,"\u274C"),I3e.forEach(t),Vee=s(Da),V5=a(Da,"TD",{align:!0});var x3e=n(V5);Kee=o(x3e,"\u2705"),x3e.forEach(t),Xee=s(Da),K5=a(Da,"TD",{align:!0});var O3e=n(K5);Zee=o(O3e,"\u2705"),O3e.forEach(t),Hee=s(Da),X5=a(Da,"TD",{align:!0});var F3e=n(X5);zee=o(F3e,"\u274C"),F3e.forEach(t),Da.forEach(t),Uee=s(f),ut=a(f,"TR",{});var ya=n(ut);Z5=a(ya,"TD",{align:!0});var W3e=n(Z5);qee=o(W3e,"XLM-ProphetNet"),W3e.forEach(t),jee=s(ya),H5=a(ya,"TD",{align:!0});var Y3e=n(H5);Qee=o(Y3e,"\u2705"),Y3e.forEach(t),$ee=s(ya),z5=a(ya,"TD",{align:!0});var J3e=n(z5);ete=o(J3e,"\u274C"),J3e.forEach(t),tte=s(ya),U5=a(ya,"TD",{align:!0});var V3e=n(U5);rte=o(V3e,"\u2705"),V3e.forEach(t),ate=s(ya),q5=a(ya,"TD",{align:!0});var K3e=n(q5);nte=o(K3e,"\u274C"),K3e.forEach(t),lte=s(ya),j5=a(ya,"TD",{align:!0});var X3e=n(j5);ote=o(X3e,"\u274C"),X3e.forEach(t),ya.forEach(t),ite=s(f),vt=a(f,"TR",{});var Aa=n(vt);Q5=a(Aa,"TD",{align:!0});var Z3e=n(Q5);dte=o(Z3e,"XLM-RoBERTa"),Z3e.forEach(t),ste=s(Aa),$5=a(Aa,"TD",{align:!0});var H3e=n($5);hte=o(H3e,"\u2705"),H3e.forEach(t),gte=s(Aa),e4=a(Aa,"TD",{align:!0});var z3e=n(e4);cte=o(z3e,"\u2705"),z3e.forEach(t),fte=s(Aa),t4=a(Aa,"TD",{align:!0});var U3e=n(t4);ute=o(U3e,"\u2705"),U3e.forEach(t),vte=s(Aa),r4=a(Aa,"TD",{align:!0});var q3e=n(r4);Ete=o(q3e,"\u2705"),q3e.forEach(t),Tte=s(Aa),a4=a(Aa,"TD",{align:!0});var j3e=n(a4);_te=o(j3e,"\u2705"),j3e.forEach(t),Aa.forEach(t),mte=s(f),Et=a(f,"TR",{});var Ra=n(Et);n4=a(Ra,"TD",{align:!0});var Q3e=n(n4);pte=o(Q3e,"XLM-RoBERTa-XL"),Q3e.forEach(t),Dte=s(Ra),l4=a(Ra,"TD",{align:!0});var $3e=n(l4);yte=o($3e,"\u274C"),$3e.forEach(t),Ate=s(Ra),o4=a(Ra,"TD",{align:!0});var e5e=n(o4);Rte=o(e5e,"\u274C"),e5e.forEach(t),Lte=s(Ra),i4=a(Ra,"TD",{align:!0});var t5e=n(i4);bte=o(t5e,"\u2705"),t5e.forEach(t),Ste=s(Ra),d4=a(Ra,"TD",{align:!0});var r5e=n(d4);wte=o(r5e,"\u274C"),r5e.forEach(t),Mte=s(Ra),s4=a(Ra,"TD",{align:!0});var a5e=n(s4);Pte=o(a5e,"\u274C"),a5e.forEach(t),Ra.forEach(t),Gte=s(f),Tt=a(f,"TR",{});var La=n(Tt);h4=a(La,"TD",{align:!0});var n5e=n(h4);kte=o(n5e,"XLNet"),n5e.forEach(t),Nte=s(La),g4=a(La,"TD",{align:!0});var l5e=n(g4);Cte=o(l5e,"\u2705"),l5e.forEach(t),Bte=s(La),c4=a(La,"TD",{align:!0});var o5e=n(c4);Ite=o(o5e,"\u2705"),o5e.forEach(t),xte=s(La),f4=a(La,"TD",{align:!0});var i5e=n(f4);Ote=o(i5e,"\u2705"),i5e.forEach(t),Fte=s(La),u4=a(La,"TD",{align:!0});var d5e=n(u4);Wte=o(d5e,"\u2705"),d5e.forEach(t),Yte=s(La),v4=a(La,"TD",{align:!0});var s5e=n(v4);Jte=o(s5e,"\u274C"),s5e.forEach(t),La.forEach(t),Vte=s(f),_t=a(f,"TR",{});var ba=n(_t);E4=a(ba,"TD",{align:!0});var h5e=n(E4);Kte=o(h5e,"YOLOS"),h5e.forEach(t),Xte=s(ba),T4=a(ba,"TD",{align:!0});var g5e=n(T4);Zte=o(g5e,"\u274C"),g5e.forEach(t),Hte=s(ba),_4=a(ba,"TD",{align:!0});var c5e=n(_4);zte=o(c5e,"\u274C"),c5e.forEach(t),Ute=s(ba),m4=a(ba,"TD",{align:!0});var f5e=n(m4);qte=o(f5e,"\u2705"),f5e.forEach(t),jte=s(ba),p4=a(ba,"TD",{align:!0});var u5e=n(p4);Qte=o(u5e,"\u274C"),u5e.forEach(t),$te=s(ba),D4=a(ba,"TD",{align:!0});var v5e=n(D4);ere=o(v5e,"\u274C"),v5e.forEach(t),ba.forEach(t),tre=s(f),mt=a(f,"TR",{});var Sa=n(mt);y4=a(Sa,"TD",{align:!0});var E5e=n(y4);rre=o(E5e,"YOSO"),E5e.forEach(t),are=s(Sa),A4=a(Sa,"TD",{align:!0});var T5e=n(A4);nre=o(T5e,"\u274C"),T5e.forEach(t),lre=s(Sa),R4=a(Sa,"TD",{align:!0});var _5e=n(R4);ore=o(_5e,"\u274C"),_5e.forEach(t),ire=s(Sa),L4=a(Sa,"TD",{align:!0});var m5e=n(L4);dre=o(m5e,"\u2705"),m5e.forEach(t),sre=s(Sa),b4=a(Sa,"TD",{align:!0});var p5e=n(b4);hre=o(p5e,"\u274C"),p5e.forEach(t),gre=s(Sa),S4=a(Sa,"TD",{align:!0});var D5e=n(S4);cre=o(D5e,"\u274C"),D5e.forEach(t),Sa.forEach(t),f.forEach(t),a7.forEach(t),this.h()},h(){i(xa,"name","hf:doc:metadata"),i(xa,"content",JSON.stringify(P5e)),i(Za,"id","transformers"),i(Za,"class","header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full"),i(Za,"href","#transformers"),i(Oa,"class","relative group"),i(oo,"href","https://pytorch.org/"),i(oo,"rel","nofollow"),i(io,"href","https://www.tensorflow.org/"),i(io,"rel","nofollow"),i(so,"href","https://jax.readthedocs.io/en/latest/"),i(so,"rel","nofollow"),i(Ha,"id","if-you-are-looking-for-custom-support-from-the-hugging-face-team"),i(Ha,"class","header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full"),i(Ha,"href","#if-you-are-looking-for-custom-support-from-the-hugging-face-team"),i(Fa,"class","relative group"),i(Ma,"alt","HuggingFace Expert Acceleration Program"),b5e(Ma.src,Are="https://cdn-media.huggingface.co/marketing/transformers/new-support-improved.png")||i(Ma,"src",Are),n7(Ma,"max-width","600px"),n7(Ma,"border","1px solid #eee"),n7(Ma,"border-radius","4px"),n7(Ma,"box-shadow","0 1px 2px 0 rgba(0, 0, 0, 0.05)"),i(Wa,"target","_blank"),i(Wa,"href","https://huggingface.co/support"),i(za,"id","contents"),i(za,"class","header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full"),i(za,"href","#contents"),i(Ya,"class","relative group"),i(Ua,"id","supported-models"),i(Ua,"class","header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full"),i(Ua,"href","#supported-models"),i(Va,"class","relative group"),i(qd,"href","model_doc/albert"),i(uo,"href","https://arxiv.org/abs/1909.11942"),i(uo,"rel","nofollow"),i(jd,"href","model_doc/bart"),i(vo,"href","https://arxiv.org/abs/1910.13461"),i(vo,"rel","nofollow"),i(Qd,"href","model_doc/barthez"),i(Eo,"href","https://arxiv.org/abs/2010.12321"),i(Eo,"rel","nofollow"),i($d,"href","model_doc/bartpho"),i(To,"href","https://arxiv.org/abs/2109.09701"),i(To,"rel","nofollow"),i(es,"href","model_doc/beit"),i(_o,"href","https://arxiv.org/abs/2106.08254"),i(_o,"rel","nofollow"),i(ts,"href","model_doc/bert"),i(mo,"href","https://arxiv.org/abs/1810.04805"),i(mo,"rel","nofollow"),i(rs,"href","model_doc/bert-generation"),i(po,"href","https://arxiv.org/abs/1907.12461"),i(po,"rel","nofollow"),i(as,"href","model_doc/bertweet"),i(Do,"href","https://aclanthology.org/2020.emnlp-demos.2/"),i(Do,"rel","nofollow"),i(ns,"href","model_doc/bigbird_pegasus"),i(yo,"href","https://arxiv.org/abs/2007.14062"),i(yo,"rel","nofollow"),i(ls,"href","model_doc/big_bird"),i(Ao,"href","https://arxiv.org/abs/2007.14062"),i(Ao,"rel","nofollow"),i(os,"href","model_doc/blenderbot"),i(Ro,"href","https://arxiv.org/abs/2004.13637"),i(Ro,"rel","nofollow"),i(is,"href","model_doc/blenderbot-small"),i(Lo,"href","https://arxiv.org/abs/2004.13637"),i(Lo,"rel","nofollow"),i(ds,"href","model_doc/bort"),i(bo,"href","https://arxiv.org/abs/2010.10499"),i(bo,"rel","nofollow"),i(ss,"href","model_doc/byt5"),i(So,"href","https://arxiv.org/abs/2105.13626"),i(So,"rel","nofollow"),i(hs,"href","model_doc/camembert"),i(wo,"href","https://arxiv.org/abs/1911.03894"),i(wo,"rel","nofollow"),i(gs,"href","model_doc/canine"),i(Mo,"href","https://arxiv.org/abs/2103.06874"),i(Mo,"rel","nofollow"),i(cs,"href","model_doc/clip"),i(Po,"href","https://arxiv.org/abs/2103.00020"),i(Po,"rel","nofollow"),i(fs,"href","model_doc/convbert"),i(Go,"href","https://arxiv.org/abs/2008.02496"),i(Go,"rel","nofollow"),i(us,"href","model_doc/convnext"),i(ko,"href","https://arxiv.org/abs/2201.03545"),i(ko,"rel","nofollow"),i(vs,"href","model_doc/cpm"),i(No,"href","https://arxiv.org/abs/2012.00413"),i(No,"rel","nofollow"),i(Es,"href","model_doc/ctrl"),i(Co,"href","https://arxiv.org/abs/1909.05858"),i(Co,"rel","nofollow"),i(Ts,"href","model_doc/cvt"),i(Bo,"href","https://arxiv.org/abs/2103.15808"),i(Bo,"rel","nofollow"),i(_s,"href","model_doc/data2vec"),i(Io,"href","https://arxiv.org/abs/2202.03555"),i(Io,"rel","nofollow"),i(ms,"href","model_doc/deberta"),i(xo,"href","https://arxiv.org/abs/2006.03654"),i(xo,"rel","nofollow"),i(ps,"href","model_doc/deberta-v2"),i(Oo,"href","https://arxiv.org/abs/2006.03654"),i(Oo,"rel","nofollow"),i(Ds,"href","model_doc/decision_transformer"),i(Fo,"href","https://arxiv.org/abs/2106.01345"),i(Fo,"rel","nofollow"),i(ys,"href","model_doc/deit"),i(Wo,"href","https://arxiv.org/abs/2012.12877"),i(Wo,"rel","nofollow"),i(As,"href","model_doc/detr"),i(Yo,"href","https://arxiv.org/abs/2005.12872"),i(Yo,"rel","nofollow"),i(Rs,"href","model_doc/dialogpt"),i(Jo,"href","https://arxiv.org/abs/1911.00536"),i(Jo,"rel","nofollow"),i(Ls,"href","model_doc/distilbert"),i(Vo,"href","https://arxiv.org/abs/1910.01108"),i(Vo,"rel","nofollow"),i(Ko,"href","https://github.com/huggingface/transformers/tree/main/examples/research_projects/distillation"),i(Ko,"rel","nofollow"),i(Xo,"href","https://github.com/huggingface/transformers/tree/main/examples/research_projects/distillation"),i(Xo,"rel","nofollow"),i(Zo,"href","https://github.com/huggingface/transformers/tree/main/examples/research_projects/distillation"),i(Zo,"rel","nofollow"),i(bs,"href","model_doc/dit"),i(Ho,"href","https://arxiv.org/abs/2203.02378"),i(Ho,"rel","nofollow"),i(Ss,"href","model_doc/dpr"),i(zo,"href","https://arxiv.org/abs/2004.04906"),i(zo,"rel","nofollow"),i(ws,"href","master/model_doc/dpt"),i(Uo,"href","https://arxiv.org/abs/2103.13413"),i(Uo,"rel","nofollow"),i(Ms,"href","model_doc/electra"),i(qo,"href","https://arxiv.org/abs/2003.10555"),i(qo,"rel","nofollow"),i(Ps,"href","model_doc/encoder-decoder"),i(jo,"href","https://arxiv.org/abs/1907.12461"),i(jo,"rel","nofollow"),i(Gs,"href","model_doc/flaubert"),i(Qo,"href","https://arxiv.org/abs/1912.05372"),i(Qo,"rel","nofollow"),i(ks,"href","model_doc/flava"),i($o,"href","https://arxiv.org/abs/2112.04482"),i($o,"rel","nofollow"),i(Ns,"href","model_doc/fnet"),i(ei,"href","https://arxiv.org/abs/2105.03824"),i(ei,"rel","nofollow"),i(Cs,"href","model_doc/funnel"),i(ti,"href","https://arxiv.org/abs/2006.03236"),i(ti,"rel","nofollow"),i(Bs,"href","model_doc/glpn"),i(ri,"href","https://arxiv.org/abs/2201.07436"),i(ri,"rel","nofollow"),i(Is,"href","model_doc/openai-gpt"),i(ai,"href","https://blog.openai.com/language-unsupervised/"),i(ai,"rel","nofollow"),i(xs,"href","model_doc/gpt_neo"),i(ni,"href","https://github.com/EleutherAI/gpt-neo"),i(ni,"rel","nofollow"),i(Os,"href","model_doc/gpt_neox"),i(li,"href","https://arxiv.org/abs/2204.06745"),i(li,"rel","nofollow"),i(Fs,"href","model_doc/gpt2"),i(oi,"href","https://blog.openai.com/better-language-models/"),i(oi,"rel","nofollow"),i(Ws,"href","model_doc/gptj"),i(ii,"href","https://github.com/kingoflolz/mesh-transformer-jax/"),i(ii,"rel","nofollow"),i(Ys,"href","model_doc/hubert"),i(di,"href","https://arxiv.org/abs/2106.07447"),i(di,"rel","nofollow"),i(Js,"href","model_doc/ibert"),i(si,"href","https://arxiv.org/abs/2101.01321"),i(si,"rel","nofollow"),i(Vs,"href","model_doc/imagegpt"),i(hi,"href","https://openai.com/blog/image-gpt/"),i(hi,"rel","nofollow"),i(Ks,"href","model_doc/layoutlm"),i(gi,"href","https://arxiv.org/abs/1912.13318"),i(gi,"rel","nofollow"),i(Xs,"href","model_doc/layoutlmv2"),i(ci,"href","https://arxiv.org/abs/2012.14740"),i(ci,"rel","nofollow"),i(Zs,"href","model_doc/layoutlmv3"),i(fi,"href","https://arxiv.org/abs/2204.08387"),i(fi,"rel","nofollow"),i(Hs,"href","model_doc/layoutlmv2"),i(ui,"href","https://arxiv.org/abs/2104.08836"),i(ui,"rel","nofollow"),i(zs,"href","model_doc/led"),i(vi,"href","https://arxiv.org/abs/2004.05150"),i(vi,"rel","nofollow"),i(Us,"href","model_doc/levit"),i(Ei,"href","https://arxiv.org/abs/2104.01136"),i(Ei,"rel","nofollow"),i(qs,"href","model_doc/longformer"),i(Ti,"href","https://arxiv.org/abs/2004.05150"),i(Ti,"rel","nofollow"),i(js,"href","model_doc/luke"),i(_i,"href","https://arxiv.org/abs/2010.01057"),i(_i,"rel","nofollow"),i(Qs,"href","model_doc/lxmert"),i(mi,"href","https://arxiv.org/abs/1908.07490"),i(mi,"rel","nofollow"),i($s,"href","model_doc/m2m_100"),i(pi,"href","https://arxiv.org/abs/2010.11125"),i(pi,"rel","nofollow"),i(eh,"href","model_doc/marian"),i(Di,"href","http://opus.nlpl.eu/"),i(Di,"rel","nofollow"),i(yi,"href","https://marian-nmt.github.io/"),i(yi,"rel","nofollow"),i(th,"href","model_doc/maskformer"),i(Ai,"href","https://arxiv.org/abs/2107.06278"),i(Ai,"rel","nofollow"),i(rh,"href","model_doc/mbart"),i(Ri,"href","https://arxiv.org/abs/2001.08210"),i(Ri,"rel","nofollow"),i(ah,"href","model_doc/mbart"),i(Li,"href","https://arxiv.org/abs/2008.00401"),i(Li,"rel","nofollow"),i(nh,"href","model_doc/megatron-bert"),i(bi,"href","https://arxiv.org/abs/1909.08053"),i(bi,"rel","nofollow"),i(lh,"href","model_doc/megatron_gpt2"),i(Si,"href","https://arxiv.org/abs/1909.08053"),i(Si,"rel","nofollow"),i(oh,"href","model_doc/mluke"),i(wi,"href","https://arxiv.org/abs/2110.08151"),i(wi,"rel","nofollow"),i(ih,"href","model_doc/mobilebert"),i(Mi,"href","https://arxiv.org/abs/2004.02984"),i(Mi,"rel","nofollow"),i(dh,"href","model_doc/mpnet"),i(Pi,"href","https://arxiv.org/abs/2004.09297"),i(Pi,"rel","nofollow"),i(sh,"href","model_doc/mt5"),i(Gi,"href","https://arxiv.org/abs/2010.11934"),i(Gi,"rel","nofollow"),i(hh,"href","model_doc/nystromformer"),i(ki,"href","https://arxiv.org/abs/2102.03902"),i(ki,"rel","nofollow"),i(gh,"href","master/model_doc/opt"),i(Ni,"href","https://arxiv.org/abs/2205.01068"),i(Ni,"rel","nofollow"),i(ch,"href","model_doc/pegasus"),i(Ci,"href","https://arxiv.org/abs/1912.08777"),i(Ci,"rel","nofollow"),i(fh,"href","model_doc/perceiver"),i(Bi,"href","https://arxiv.org/abs/2107.14795"),i(Bi,"rel","nofollow"),i(uh,"href","model_doc/phobert"),i(Ii,"href","https://www.aclweb.org/anthology/2020.findings-emnlp.92/"),i(Ii,"rel","nofollow"),i(vh,"href","model_doc/plbart"),i(xi,"href","https://arxiv.org/abs/2103.06333"),i(xi,"rel","nofollow"),i(Eh,"href","model_doc/poolformer"),i(Oi,"href","https://arxiv.org/abs/2111.11418"),i(Oi,"rel","nofollow"),i(Th,"href","model_doc/prophetnet"),i(Fi,"href","https://arxiv.org/abs/2001.04063"),i(Fi,"rel","nofollow"),i(_h,"href","model_doc/qdqbert"),i(Wi,"href","https://arxiv.org/abs/2004.09602"),i(Wi,"rel","nofollow"),i(mh,"href","model_doc/rag"),i(Yi,"href","https://arxiv.org/abs/2005.11401"),i(Yi,"rel","nofollow"),i(ph,"href","model_doc/realm.html"),i(Ji,"href","https://arxiv.org/abs/2002.08909"),i(Ji,"rel","nofollow"),i(Dh,"href","model_doc/reformer"),i(Vi,"href","https://arxiv.org/abs/2001.04451"),i(Vi,"rel","nofollow"),i(yh,"href","model_doc/regnet"),i(Ki,"href","https://arxiv.org/abs/2003.13678"),i(Ki,"rel","nofollow"),i(Ah,"href","model_doc/rembert"),i(Xi,"href","https://arxiv.org/abs/2010.12821"),i(Xi,"rel","nofollow"),i(Rh,"href","model_doc/resnet"),i(Zi,"href","https://arxiv.org/abs/1512.03385"),i(Zi,"rel","nofollow"),i(Lh,"href","model_doc/roberta"),i(Hi,"href","https://arxiv.org/abs/1907.11692"),i(Hi,"rel","nofollow"),i(bh,"href","model_doc/roformer"),i(zi,"href","https://arxiv.org/abs/2104.09864"),i(zi,"rel","nofollow"),i(Sh,"href","model_doc/segformer"),i(Ui,"href","https://arxiv.org/abs/2105.15203"),i(Ui,"rel","nofollow"),i(wh,"href","model_doc/sew"),i(qi,"href","https://arxiv.org/abs/2109.06870"),i(qi,"rel","nofollow"),i(Mh,"href","model_doc/sew_d"),i(ji,"href","https://arxiv.org/abs/2109.06870"),i(ji,"rel","nofollow"),i(Ph,"href","model_doc/speech_to_text"),i(Qi,"href","https://arxiv.org/abs/2010.05171"),i(Qi,"rel","nofollow"),i(Gh,"href","model_doc/speech_to_text_2"),i($i,"href","https://arxiv.org/abs/2104.06678"),i($i,"rel","nofollow"),i(kh,"href","model_doc/splinter"),i(ed,"href","https://arxiv.org/abs/2101.00438"),i(ed,"rel","nofollow"),i(Nh,"href","model_doc/squeezebert"),i(td,"href","https://arxiv.org/abs/2006.11316"),i(td,"rel","nofollow"),i(Ch,"href","model_doc/swin"),i(rd,"href","https://arxiv.org/abs/2103.14030"),i(rd,"rel","nofollow"),i(Bh,"href","model_doc/t5"),i(ad,"href","https://arxiv.org/abs/1910.10683"),i(ad,"rel","nofollow"),i(Ih,"href","model_doc/t5v1.1"),i(nd,"href","https://github.com/google-research/text-to-text-transfer-transformer/blob/main/released_checkpoints.md#t511"),i(nd,"rel","nofollow"),i(xh,"href","model_doc/tapas"),i(ld,"href","https://arxiv.org/abs/2004.02349"),i(ld,"rel","nofollow"),i(Oh,"href","model_doc/tapex"),i(od,"href","https://arxiv.org/abs/2107.07653"),i(od,"rel","nofollow"),i(Fh,"href","model_doc/trajectory_transformers"),i(id,"href","https://arxiv.org/abs/2106.02039"),i(id,"rel","nofollow"),i(Wh,"href","model_doc/transfo-xl"),i(dd,"href","https://arxiv.org/abs/1901.02860"),i(dd,"rel","nofollow"),i(Yh,"href","model_doc/trocr"),i(sd,"href","https://arxiv.org/abs/2109.10282"),i(sd,"rel","nofollow"),i(Jh,"href","model_doc/unispeech"),i(hd,"href","https://arxiv.org/abs/2101.07597"),i(hd,"rel","nofollow"),i(Vh,"href","model_doc/unispeech-sat"),i(gd,"href","https://arxiv.org/abs/2110.05752"),i(gd,"rel","nofollow"),i(Kh,"href","model_doc/van"),i(cd,"href","https://arxiv.org/abs/2202.09741"),i(cd,"rel","nofollow"),i(Xh,"href","model_doc/vilt"),i(fd,"href","https://arxiv.org/abs/2102.03334"),i(fd,"rel","nofollow"),i(Zh,"href","model_doc/vit"),i(ud,"href","https://arxiv.org/abs/2010.11929"),i(ud,"rel","nofollow"),i(Hh,"href","model_doc/visual_bert"),i(vd,"href","https://arxiv.org/pdf/1908.03557"),i(vd,"rel","nofollow"),i(zh,"href","model_doc/vit_mae"),i(Ed,"href","https://arxiv.org/abs/2111.06377"),i(Ed,"rel","nofollow"),i(Uh,"href","model_doc/wav2vec2"),i(Td,"href","https://arxiv.org/abs/2006.11477"),i(Td,"rel","nofollow"),i(qh,"href","model_doc/wav2vec2_phoneme"),i(_d,"href","https://arxiv.org/abs/2109.11680"),i(_d,"rel","nofollow"),i(jh,"href","model_doc/wavlm"),i(md,"href","https://arxiv.org/abs/2110.13900"),i(md,"rel","nofollow"),i(Qh,"href","model_doc/xglm"),i(pd,"href","https://arxiv.org/abs/2112.10668"),i(pd,"rel","nofollow"),i($h,"href","model_doc/xlm"),i(Dd,"href","https://arxiv.org/abs/1901.07291"),i(Dd,"rel","nofollow"),i(eg,"href","model_doc/xlm-prophetnet"),i(yd,"href","https://arxiv.org/abs/2001.04063"),i(yd,"rel","nofollow"),i(tg,"href","model_doc/xlm-roberta"),i(Ad,"href","https://arxiv.org/abs/1911.02116"),i(Ad,"rel","nofollow"),i(rg,"href","model_doc/xlm-roberta-xl"),i(Rd,"href","https://arxiv.org/abs/2105.00572"),i(Rd,"rel","nofollow"),i(ag,"href","model_doc/xlnet"),i(Ld,"href","https://arxiv.org/abs/1906.08237"),i(Ld,"rel","nofollow"),i(ng,"href","model_doc/xls_r"),i(bd,"href","https://arxiv.org/abs/2111.09296"),i(bd,"rel","nofollow"),i(lg,"href","model_doc/xlsr_wav2vec2"),i(Sd,"href","https://arxiv.org/abs/2006.13979"),i(Sd,"rel","nofollow"),i(og,"href","model_doc/yolos"),i(wd,"href","https://arxiv.org/abs/2106.00666"),i(wd,"rel","nofollow"),i(ig,"href","model_doc/yoso"),i(Md,"href","https://arxiv.org/abs/2111.09714"),i(Md,"rel","nofollow"),i(to,"id","supported-frameworks"),i(to,"class","header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full"),i(to,"href","#supported-frameworks"),i(Ka,"class","relative group"),i(sg,"align","center"),i(hg,"align","center"),i(gg,"align","center"),i(cg,"align","center"),i(fg,"align","center"),i(ug,"align","center"),i(vg,"align","center"),i(Eg,"align","center"),i(Tg,"align","center"),i(_g,"align","center"),i(mg,"align","center"),i(pg,"align","center"),i(Dg,"align","center"),i(yg,"align","center"),i(Ag,"align","center"),i(Rg,"align","center"),i(Lg,"align","center"),i(bg,"align","center"),i(Sg,"align","center"),i(wg,"align","center"),i(Mg,"align","center"),i(Pg,"align","center"),i(Gg,"align","center"),i(kg,"align","center"),i(Ng,"align","center"),i(Cg,"align","center"),i(Bg,"align","center"),i(Ig,"align","center"),i(xg,"align","center"),i(Og,"align","center"),i(Fg,"align","center"),i(Wg,"align","center"),i(Yg,"align","center"),i(Jg,"align","center"),i(Vg,"align","center"),i(Kg,"align","center"),i(Xg,"align","center"),i(Zg,"align","center"),i(Hg,"align","center"),i(zg,"align","center"),i(Ug,"align","center"),i(qg,"align","center"),i(jg,"align","center"),i(Qg,"align","center"),i($g,"align","center"),i(ec,"align","center"),i(tc,"align","center"),i(rc,"align","center"),i(ac,"align","center"),i(nc,"align","center"),i(lc,"align","center"),i(oc,"align","center"),i(ic,"align","center"),i(dc,"align","center"),i(sc,"align","center"),i(hc,"align","center"),i(gc,"align","center"),i(cc,"align","center"),i(fc,"align","center"),i(uc,"align","center"),i(vc,"align","center"),i(Ec,"align","center"),i(Tc,"align","center"),i(_c,"align","center"),i(mc,"align","center"),i(pc,"align","center"),i(Dc,"align","center"),i(yc,"align","center"),i(Ac,"align","center"),i(Rc,"align","center"),i(Lc,"align","center"),i(bc,"align","center"),i(Sc,"align","center"),i(wc,"align","center"),i(Mc,"align","center"),i(Pc,"align","center"),i(Gc,"align","center"),i(kc,"align","center"),i(Nc,"align","center"),i(Cc,"align","center"),i(Bc,"align","center"),i(Ic,"align","center"),i(xc,"align","center"),i(Oc,"align","center"),i(Fc,"align","center"),i(Wc,"align","center"),i(Yc,"align","center"),i(Jc,"align","center"),i(Vc,"align","center"),i(Kc,"align","center"),i(Xc,"align","center"),i(Zc,"align","center"),i(Hc,"align","center"),i(zc,"align","center"),i(Uc,"align","center"),i(qc,"align","center"),i(jc,"align","center"),i(Qc,"align","center"),i($c,"align","center"),i(e1,"align","center"),i(t1,"align","center"),i(r1,"align","center"),i(a1,"align","center"),i(n1,"align","center"),i(l1,"align","center"),i(o1,"align","center"),i(i1,"align","center"),i(d1,"align","center"),i(s1,"align","center"),i(h1,"align","center"),i(g1,"align","center"),i(c1,"align","center"),i(f1,"align","center"),i(u1,"align","center"),i(v1,"align","center"),i(E1,"align","center"),i(T1,"align","center"),i(_1,"align","center"),i(m1,"align","center"),i(p1,"align","center"),i(D1,"align","center"),i(y1,"align","center"),i(A1,"align","center"),i(R1,"align","center"),i(L1,"align","center"),i(b1,"align","center"),i(S1,"align","center"),i(w1,"align","center"),i(M1,"align","center"),i(P1,"align","center"),i(G1,"align","center"),i(k1,"align","center"),i(N1,"align","center"),i(C1,"align","center"),i(B1,"align","center"),i(I1,"align","center"),i(x1,"align","center"),i(O1,"align","center"),i(F1,"align","center"),i(W1,"align","center"),i(Y1,"align","center"),i(J1,"align","center"),i(V1,"align","center"),i(K1,"align","center"),i(X1,"align","center"),i(Z1,"align","center"),i(H1,"align","center"),i(z1,"align","center"),i(U1,"align","center"),i(q1,"align","center"),i(j1,"align","center"),i(Q1,"align","center"),i($1,"align","center"),i(ef,"align","center"),i(tf,"align","center"),i(rf,"align","center"),i(af,"align","center"),i(nf,"align","center"),i(lf,"align","center"),i(of,"align","center"),i(df,"align","center"),i(sf,"align","center"),i(hf,"align","center"),i(gf,"align","center"),i(cf,"align","center"),i(ff,"align","center"),i(uf,"align","center"),i(vf,"align","center"),i(Ef,"align","center"),i(Tf,"align","center"),i(_f,"align","center"),i(mf,"align","center"),i(pf,"align","center"),i(Df,"align","center"),i(yf,"align","center"),i(Af,"align","center"),i(Rf,"align","center"),i(Lf,"align","center"),i(bf,"align","center"),i(Sf,"align","center"),i(wf,"align","center"),i(Mf,"align","center"),i(Pf,"align","center"),i(Gf,"align","center"),i(kf,"align","center"),i(Nf,"align","center"),i(Cf,"align","center"),i(Bf,"align","center"),i(If,"align","center"),i(xf,"align","center"),i(Of,"align","center"),i(Ff,"align","center"),i(Wf,"align","center"),i(Yf,"align","center"),i(Jf,"align","center"),i(Vf,"align","center"),i(Kf,"align","center"),i(Xf,"align","center"),i(Zf,"align","center"),i(Hf,"align","center"),i(zf,"align","center"),i(Uf,"align","center"),i(qf,"align","center"),i(jf,"align","center"),i(Qf,"align","center"),i($f,"align","center"),i(eu,"align","center"),i(tu,"align","center"),i(ru,"align","center"),i(au,"align","center"),i(nu,"align","center"),i(lu,"align","center"),i(ou,"align","center"),i(iu,"align","center"),i(du,"align","center"),i(su,"align","center"),i(hu,"align","center"),i(gu,"align","center"),i(cu,"align","center"),i(fu,"align","center"),i(uu,"align","center"),i(vu,"align","center"),i(Eu,"align","center"),i(Tu,"align","center"),i(_u,"align","center"),i(mu,"align","center"),i(pu,"align","center"),i(Du,"align","center"),i(yu,"align","center"),i(Au,"align","center"),i(Ru,"align","center"),i(Lu,"align","center"),i(bu,"align","center"),i(Su,"align","center"),i(wu,"align","center"),i(Mu,"align","center"),i(Pu,"align","center"),i(Gu,"align","center"),i(ku,"align","center"),i(Nu,"align","center"),i(Cu,"align","center"),i(Bu,"align","center"),i(Iu,"align","center"),i(xu,"align","center"),i(Ou,"align","center"),i(Fu,"align","center"),i(Wu,"align","center"),i(Yu,"align","center"),i(Ju,"align","center"),i(Vu,"align","center"),i(Ku,"align","center"),i(Xu,"align","center"),i(Zu,"align","center"),i(Hu,"align","center"),i(zu,"align","center"),i(Uu,"align","center"),i(qu,"align","center"),i(ju,"align","center"),i(Qu,"align","center"),i($u,"align","center"),i(ev,"align","center"),i(tv,"align","center"),i(rv,"align","center"),i(av,"align","center"),i(nv,"align","center"),i(lv,"align","center"),i(ov,"align","center"),i(iv,"align","center"),i(dv,"align","center"),i(sv,"align","center"),i(hv,"align","center"),i(gv,"align","center"),i(cv,"align","center"),i(fv,"align","center"),i(uv,"align","center"),i(vv,"align","center"),i(Ev,"align","center"),i(Tv,"align","center"),i(_v,"align","center"),i(mv,"align","center"),i(pv,"align","center"),i(Dv,"align","center"),i(yv,"align","center"),i(Av,"align","center"),i(Rv,"align","center"),i(Lv,"align","center"),i(bv,"align","center"),i(Sv,"align","center"),i(wv,"align","center"),i(Mv,"align","center"),i(Pv,"align","center"),i(Gv,"align","center"),i(kv,"align","center"),i(Nv,"align","center"),i(Cv,"align","center"),i(Bv,"align","center"),i(Iv,"align","center"),i(xv,"align","center"),i(Ov,"align","center"),i(Fv,"align","center"),i(Wv,"align","center"),i(Yv,"align","center"),i(Jv,"align","center"),i(Vv,"align","center"),i(Kv,"align","center"),i(Xv,"align","center"),i(Zv,"align","center"),i(Hv,"align","center"),i(zv,"align","center"),i(Uv,"align","center"),i(qv,"align","center"),i(jv,"align","center"),i(Qv,"align","center"),i($v,"align","center"),i(e2,"align","center"),i(t2,"align","center"),i(r2,"align","center"),i(a2,"align","center"),i(n2,"align","center"),i(l2,"align","center"),i(o2,"align","center"),i(i2,"align","center"),i(d2,"align","center"),i(s2,"align","center"),i(h2,"align","center"),i(g2,"align","center"),i(c2,"align","center"),i(f2,"align","center"),i(u2,"align","center"),i(v2,"align","center"),i(E2,"align","center"),i(T2,"align","center"),i(_2,"align","center"),i(m2,"align","center"),i(p2,"align","center"),i(D2,"align","center"),i(y2,"align","center"),i(A2,"align","center"),i(R2,"align","center"),i(L2,"align","center"),i(b2,"align","center"),i(S2,"align","center"),i(w2,"align","center"),i(M2,"align","center"),i(P2,"align","center"),i(G2,"align","center"),i(k2,"align","center"),i(N2,"align","center"),i(C2,"align","center"),i(B2,"align","center"),i(I2,"align","center"),i(x2,"align","center"),i(O2,"align","center"),i(F2,"align","center"),i(W2,"align","center"),i(Y2,"align","center"),i(J2,"align","center"),i(V2,"align","center"),i(K2,"align","center"),i(X2,"align","center"),i(Z2,"align","center"),i(H2,"align","center"),i(z2,"align","center"),i(U2,"align","center"),i(q2,"align","center"),i(j2,"align","center"),i(Q2,"align","center"),i($2,"align","center"),i(eE,"align","center"),i(tE,"align","center"),i(rE,"align","center"),i(aE,"align","center"),i(nE,"align","center"),i(lE,"align","center"),i(oE,"align","center"),i(iE,"align","center"),i(dE,"align","center"),i(sE,"align","center"),i(hE,"align","center"),i(gE,"align","center"),i(cE,"align","center"),i(fE,"align","center"),i(uE,"align","center"),i(vE,"align","center"),i(EE,"align","center"),i(TE,"align","center"),i(_E,"align","center"),i(mE,"align","center"),i(pE,"align","center"),i(DE,"align","center"),i(yE,"align","center"),i(AE,"align","center"),i(RE,"align","center"),i(LE,"align","center"),i(bE,"align","center"),i(SE,"align","center"),i(wE,"align","center"),i(ME,"align","center"),i(PE,"align","center"),i(GE,"align","center"),i(kE,"align","center"),i(NE,"align","center"),i(CE,"align","center"),i(BE,"align","center"),i(IE,"align","center"),i(xE,"align","center"),i(OE,"align","center"),i(FE,"align","center"),i(WE,"align","center"),i(YE,"align","center"),i(JE,"align","center"),i(VE,"align","center"),i(KE,"align","center"),i(XE,"align","center"),i(ZE,"align","center"),i(HE,"align","center"),i(zE,"align","center"),i(UE,"align","center"),i(qE,"align","center"),i(jE,"align","center"),i(QE,"align","center"),i($E,"align","center"),i(eT,"align","center"),i(tT,"align","center"),i(rT,"align","center"),i(aT,"align","center"),i(nT,"align","center"),i(lT,"align","center"),i(oT,"align","center"),i(iT,"align","center"),i(dT,"align","center"),i(sT,"align","center"),i(hT,"align","center"),i(gT,"align","center"),i(cT,"align","center"),i(fT,"align","center"),i(uT,"align","center"),i(vT,"align","center"),i(ET,"align","center"),i(TT,"align","center"),i(_T,"align","center"),i(mT,"align","center"),i(pT,"align","center"),i(DT,"align","center"),i(yT,"align","center"),i(AT,"align","center"),i(RT,"align","center"),i(LT,"align","center"),i(bT,"align","center"),i(ST,"align","center"),i(wT,"align","center"),i(MT,"align","center"),i(PT,"align","center"),i(GT,"align","center"),i(kT,"align","center"),i(NT,"align","center"),i(CT,"align","center"),i(BT,"align","center"),i(IT,"align","center"),i(xT,"align","center"),i(OT,"align","center"),i(FT,"align","center"),i(WT,"align","center"),i(YT,"align","center"),i(JT,"align","center"),i(VT,"align","center"),i(KT,"align","center"),i(XT,"align","center"),i(ZT,"align","center"),i(HT,"align","center"),i(zT,"align","center"),i(UT,"align","center"),i(qT,"align","center"),i(jT,"align","center"),i(QT,"align","center"),i($T,"align","center"),i(e_,"align","center"),i(t_,"align","center"),i(r_,"align","center"),i(a_,"align","center"),i(n_,"align","center"),i(l_,"align","center"),i(o_,"align","center"),i(i_,"align","center"),i(d_,"align","center"),i(s_,"align","center"),i(h_,"align","center"),i(g_,"align","center"),i(c_,"align","center"),i(f_,"align","center"),i(u_,"align","center"),i(v_,"align","center"),i(E_,"align","center"),i(T_,"align","center"),i(__,"align","center"),i(m_,"align","center"),i(p_,"align","center"),i(D_,"align","center"),i(y_,"align","center"),i(A_,"align","center"),i(R_,"align","center"),i(L_,"align","center"),i(b_,"align","center"),i(S_,"align","center"),i(w_,"align","center"),i(M_,"align","center"),i(P_,"align","center"),i(G_,"align","center"),i(k_,"align","center"),i(N_,"align","center"),i(C_,"align","center"),i(B_,"align","center"),i(I_,"align","center"),i(x_,"align","center"),i(O_,"align","center"),i(F_,"align","center"),i(W_,"align","center"),i(Y_,"align","center"),i(J_,"align","center"),i(V_,"align","center"),i(K_,"align","center"),i(X_,"align","center"),i(Z_,"align","center"),i(H_,"align","center"),i(z_,"align","center"),i(U_,"align","center"),i(q_,"align","center"),i(j_,"align","center"),i(Q_,"align","center"),i($_,"align","center"),i(e3,"align","center"),i(t3,"align","center"),i(r3,"align","center"),i(a3,"align","center"),i(n3,"align","center"),i(l3,"align","center"),i(o3,"align","center"),i(i3,"align","center"),i(d3,"align","center"),i(s3,"align","center"),i(h3,"align","center"),i(g3,"align","center"),i(c3,"align","center"),i(f3,"align","center"),i(u3,"align","center"),i(v3,"align","center"),i(E3,"align","center"),i(T3,"align","center"),i(_3,"align","center"),i(m3,"align","center"),i(p3,"align","center"),i(D3,"align","center"),i(y3,"align","center"),i(A3,"align","center"),i(R3,"align","center"),i(L3,"align","center"),i(b3,"align","center"),i(S3,"align","center"),i(w3,"align","center"),i(M3,"align","center"),i(P3,"align","center"),i(G3,"align","center"),i(k3,"align","center"),i(N3,"align","center"),i(C3,"align","center"),i(B3,"align","center"),i(I3,"align","center"),i(x3,"align","center"),i(O3,"align","center"),i(F3,"align","center"),i(W3,"align","center"),i(Y3,"align","center"),i(J3,"align","center"),i(V3,"align","center"),i(K3,"align","center"),i(X3,"align","center"),i(Z3,"align","center"),i(H3,"align","center"),i(z3,"align","center"),i(U3,"align","center"),i(q3,"align","center"),i(j3,"align","center"),i(Q3,"align","center"),i($3,"align","center"),i(e5,"align","center"),i(t5,"align","center"),i(r5,"align","center"),i(a5,"align","center"),i(n5,"align","center"),i(l5,"align","center"),i(o5,"align","center"),i(i5,"align","center"),i(d5,"align","center"),i(s5,"align","center"),i(h5,"align","center"),i(g5,"align","center"),i(c5,"align","center"),i(f5,"align","center"),i(u5,"align","center"),i(v5,"align","center"),i(E5,"align","center"),i(T5,"align","center"),i(_5,"align","center"),i(m5,"align","center"),i(p5,"align","center"),i(D5,"align","center"),i(y5,"align","center"),i(A5,"align","center"),i(R5,"align","center"),i(L5,"align","center"),i(b5,"align","center"),i(S5,"align","center"),i(w5,"align","center"),i(M5,"align","center"),i(P5,"align","center"),i(G5,"align","center"),i(k5,"align","center"),i(N5,"align","center"),i(C5,"align","center"),i(B5,"align","center"),i(I5,"align","center"),i(x5,"align","center"),i(O5,"align","center"),i(F5,"align","center"),i(W5,"align","center"),i(Y5,"align","center"),i(J5,"align","center"),i(V5,"align","center"),i(K5,"align","center"),i(X5,"align","center"),i(Z5,"align","center"),i(H5,"align","center"),i(z5,"align","center"),i(U5,"align","center"),i(q5,"align","center"),i(j5,"align","center"),i(Q5,"align","center"),i($5,"align","center"),i(e4,"align","center"),i(t4,"align","center"),i(r4,"align","center"),i(a4,"align","center"),i(n4,"align","center"),i(l4,"align","center"),i(o4,"align","center"),i(i4,"align","center"),i(d4,"align","center"),i(s4,"align","center"),i(h4,"align","center"),i(g4,"align","center"),i(c4,"align","center"),i(f4,"align","center"),i(u4,"align","center"),i(v4,"align","center"),i(E4,"align","center"),i(T4,"align","center"),i(_4,"align","center"),i(m4,"align","center"),i(p4,"align","center"),i(D4,"align","center"),i(y4,"align","center"),i(A4,"align","center"),i(R4,"align","center"),i(L4,"align","center"),i(b4,"align","center"),i(S4,"align","center")},m(u,v){e(document.head,xa),E(u,k9,v),E(u,Oa,v),e(Oa,Za),e(Za,M4),S9(lo,M4,null),e(Oa,l7),e(Oa,P4),e(P4,o7),E(u,N9,v),E(u,xd,v),e(xd,i7),E(u,C9,v),E(u,Od,v),e(Od,d7),E(u,B9,v),E(u,yt,v),e(yt,G4),e(G4,s7),e(yt,h7),e(yt,k4),e(k4,g7),e(yt,c7),e(yt,N4),e(N4,f7),e(yt,u7),e(yt,C4),e(C4,v7),E(u,I9,v),E(u,At,v),e(At,E7),e(At,oo),e(oo,T7),e(At,_7),e(At,io),e(io,m7),e(At,p7),e(At,so),e(so,D7),e(At,y7),E(u,x9,v),E(u,Fd,v),e(Fd,A7),E(u,O9,v),E(u,Fa,v),e(Fa,Ha),e(Ha,B4),S9(ho,B4,null),e(Fa,R7),e(Fa,I4),e(I4,L7),E(u,F9,v),E(u,Wa,v),e(Wa,Ma),e(Wa,b7),E(u,W9,v),E(u,Y9,v),E(u,Ya,v),e(Ya,za),e(za,x4),S9(go,x4,null),e(Ya,S7),e(Ya,O4),e(O4,w7),E(u,J9,v),E(u,Wd,v),e(Wd,M7),E(u,V9,v),E(u,pt,v),e(pt,F4),e(F4,Yd),e(Yd,W4),e(W4,P7),e(Yd,G7),e(pt,k7),e(pt,Y4),e(Y4,Jd),e(Jd,J4),e(J4,N7),e(Jd,C7),e(pt,B7),e(pt,V4),e(V4,Vd),e(Vd,K4),e(K4,I7),e(Vd,x7),e(pt,O7),e(pt,X4),e(X4,Kd),e(Kd,Z4),e(Z4,F7),e(Kd,W7),e(pt,Y7),e(pt,co),e(co,Xd),e(Xd,H4),e(H4,J7),e(Xd,V7),e(co,K7),e(co,Ja),e(Ja,Zd),e(Zd,z4),e(z4,X7),e(Zd,Z7),e(Ja,H7),e(Ja,Hd),e(Hd,U4),e(U4,z7),e(Hd,U7),e(Ja,q7),e(Ja,zd),e(zd,q4),e(q4,j7),e(zd,Q7),E(u,K9,v),E(u,Ud,v),e(Ud,$7),E(u,X9,v),E(u,Va,v),e(Va,Ua),e(Ua,j4),S9(fo,j4,null),e(Va,e8),e(Va,Q4),e(Q4,t8),E(u,Z9,v),E(u,h,v),e(h,qa),e(qa,$4),e($4,qd),e(qd,r8),e(qa,a8),e(qa,uo),e(uo,n8),e(qa,l8),e(h,o8),e(h,ja),e(ja,e0),e(e0,jd),e(jd,i8),e(ja,d8),e(ja,vo),e(vo,s8),e(ja,h8),e(h,g8),e(h,Qa),e(Qa,t0),e(t0,Qd),e(Qd,c8),e(Qa,f8),e(Qa,Eo),e(Eo,u8),e(Qa,v8),e(h,E8),e(h,$a),e($a,r0),e(r0,$d),e($d,T8),e($a,_8),e($a,To),e(To,m8),e($a,p8),e(h,D8),e(h,en),e(en,a0),e(a0,es),e(es,y8),e(en,A8),e(en,_o),e(_o,R8),e(en,L8),e(h,b8),e(h,tn),e(tn,n0),e(n0,ts),e(ts,S8),e(tn,w8),e(tn,mo),e(mo,M8),e(tn,P8),e(h,G8),e(h,rn),e(rn,l0),e(l0,rs),e(rs,k8),e(rn,N8),e(rn,po),e(po,C8),e(rn,B8),e(h,I8),e(h,an),e(an,o0),e(o0,as),e(as,x8),e(an,O8),e(an,Do),e(Do,F8),e(an,W8),e(h,Y8),e(h,nn),e(nn,i0),e(i0,ns),e(ns,J8),e(nn,V8),e(nn,yo),e(yo,K8),e(nn,X8),e(h,Z8),e(h,ln),e(ln,d0),e(d0,ls),e(ls,H8),e(ln,z8),e(ln,Ao),e(Ao,U8),e(ln,q8),e(h,j8),e(h,on),e(on,s0),e(s0,os),e(os,Q8),e(on,$8),e(on,Ro),e(Ro,eD),e(on,tD),e(h,rD),e(h,dn),e(dn,h0),e(h0,is),e(is,aD),e(dn,nD),e(dn,Lo),e(Lo,lD),e(dn,oD),e(h,iD),e(h,sn),e(sn,g0),e(g0,ds),e(ds,dD),e(sn,sD),e(sn,bo),e(bo,hD),e(sn,gD),e(h,cD),e(h,hn),e(hn,c0),e(c0,ss),e(ss,fD),e(hn,uD),e(hn,So),e(So,vD),e(hn,ED),e(h,TD),e(h,Pa),e(Pa,f0),e(f0,hs),e(hs,_D),e(Pa,mD),e(Pa,wo),e(wo,pD),e(Pa,DD),e(Pa,u0),e(u0,yD),e(Pa,AD),e(h,RD),e(h,gn),e(gn,v0),e(v0,gs),e(gs,LD),e(gn,bD),e(gn,Mo),e(Mo,SD),e(gn,wD),e(h,MD),e(h,cn),e(cn,E0),e(E0,cs),e(cs,PD),e(cn,GD),e(cn,Po),e(Po,kD),e(cn,ND),e(h,CD),e(h,fn),e(fn,T0),e(T0,fs),e(fs,BD),e(fn,ID),e(fn,Go),e(Go,xD),e(fn,OD),e(h,FD),e(h,un),e(un,_0),e(_0,us),e(us,WD),e(un,YD),e(un,ko),e(ko,JD),e(un,VD),e(h,KD),e(h,vn),e(vn,m0),e(m0,vs),e(vs,XD),e(vn,ZD),e(vn,No),e(No,HD),e(vn,zD),e(h,UD),e(h,Ga),e(Ga,p0),e(p0,Es),e(Es,qD),e(Ga,jD),e(Ga,Co),e(Co,QD),e(Ga,$D),e(Ga,D0),e(D0,ey),e(Ga,ty),e(h,ry),e(h,En),e(En,y0),e(y0,Ts),e(Ts,ay),e(En,ny),e(En,Bo),e(Bo,ly),e(En,oy),e(h,iy),e(h,Tn),e(Tn,A0),e(A0,_s),e(_s,dy),e(Tn,sy),e(Tn,Io),e(Io,hy),e(Tn,gy),e(h,cy),e(h,_n),e(_n,R0),e(R0,ms),e(ms,fy),e(_n,uy),e(_n,xo),e(xo,vy),e(_n,Ey),e(h,Ty),e(h,mn),e(mn,L0),e(L0,ps),e(ps,_y),e(mn,my),e(mn,Oo),e(Oo,py),e(mn,Dy),e(h,yy),e(h,pn),e(pn,b0),e(b0,Ds),e(Ds,Ay),e(pn,Ry),e(pn,Fo),e(Fo,Ly),e(pn,by),e(h,Sy),e(h,Dn),e(Dn,S0),e(S0,ys),e(ys,wy),e(Dn,My),e(Dn,Wo),e(Wo,Py),e(Dn,Gy),e(h,ky),e(h,yn),e(yn,w0),e(w0,As),e(As,Ny),e(yn,Cy),e(yn,Yo),e(Yo,By),e(yn,Iy),e(h,xy),e(h,An),e(An,M0),e(M0,Rs),e(Rs,Oy),e(An,Fy),e(An,Jo),e(Jo,Wy),e(An,Yy),e(h,Jy),e(h,Dt),e(Dt,P0),e(P0,Ls),e(Ls,Vy),e(Dt,Ky),e(Dt,Vo),e(Vo,Xy),e(Dt,Zy),e(Dt,Ko),e(Ko,Hy),e(Dt,zy),e(Dt,Xo),e(Xo,Uy),e(Dt,qy),e(Dt,Zo),e(Zo,jy),e(Dt,Qy),e(h,$y),e(h,Rn),e(Rn,G0),e(G0,bs),e(bs,eA),e(Rn,tA),e(Rn,Ho),e(Ho,rA),e(Rn,aA),e(h,nA),e(h,Ln),e(Ln,k0),e(k0,Ss),e(Ss,lA),e(Ln,oA),e(Ln,zo),e(zo,iA),e(Ln,dA),e(h,sA),e(h,bn),e(bn,N0),e(N0,ws),e(ws,hA),e(bn,gA),e(bn,Uo),e(Uo,cA),e(bn,fA),e(h,uA),e(h,Sn),e(Sn,C0),e(C0,Ms),e(Ms,vA),e(Sn,EA),e(Sn,qo),e(qo,TA),e(Sn,_A),e(h,mA),e(h,wn),e(wn,B0),e(B0,Ps),e(Ps,pA),e(wn,DA),e(wn,jo),e(jo,yA),e(wn,AA),e(h,RA),e(h,Mn),e(Mn,I0),e(I0,Gs),e(Gs,LA),e(Mn,bA),e(Mn,Qo),e(Qo,SA),e(Mn,wA),e(h,MA),e(h,Pn),e(Pn,x0),e(x0,ks),e(ks,PA),e(Pn,GA),e(Pn,$o),e($o,kA),e(Pn,NA),e(h,CA),e(h,Gn),e(Gn,O0),e(O0,Ns),e(Ns,BA),e(Gn,IA),e(Gn,ei),e(ei,xA),e(Gn,OA),e(h,FA),e(h,kn),e(kn,F0),e(F0,Cs),e(Cs,WA),e(kn,YA),e(kn,ti),e(ti,JA),e(kn,VA),e(h,KA),e(h,Nn),e(Nn,W0),e(W0,Bs),e(Bs,XA),e(Nn,ZA),e(Nn,ri),e(ri,HA),e(Nn,zA),e(h,UA),e(h,Cn),e(Cn,Y0),e(Y0,Is),e(Is,qA),e(Cn,jA),e(Cn,ai),e(ai,QA),e(Cn,$A),e(h,eR),e(h,Bn),e(Bn,J0),e(J0,xs),e(xs,tR),e(Bn,rR),e(Bn,ni),e(ni,aR),e(Bn,nR),e(h,lR),e(h,In),e(In,V0),e(V0,Os),e(Os,oR),e(In,iR),e(In,li),e(li,dR),e(In,sR),e(h,hR),e(h,Rt),e(Rt,K0),e(K0,Fs),e(Fs,gR),e(Rt,cR),e(Rt,oi),e(oi,fR),e(Rt,uR),e(Rt,X0),e(X0,vR),e(Rt,ER),e(Rt,Z0),e(Z0,TR),e(Rt,_R),e(h,mR),e(h,xn),e(xn,H0),e(H0,Ws),e(Ws,pR),e(xn,DR),e(xn,ii),e(ii,yR),e(xn,AR),e(h,RR),e(h,On),e(On,z0),e(z0,Ys),e(Ys,LR),e(On,bR),e(On,di),e(di,SR),e(On,wR),e(h,MR),e(h,Fn),e(Fn,U0),e(U0,Js),e(Js,PR),e(Fn,GR),e(Fn,si),e(si,kR),e(Fn,NR),e(h,CR),e(h,Wn),e(Wn,q0),e(q0,Vs),e(Vs,BR),e(Wn,IR),e(Wn,hi),e(hi,xR),e(Wn,OR),e(h,FR),e(h,Yn),e(Yn,j0),e(j0,Ks),e(Ks,WR),e(Yn,YR),e(Yn,gi),e(gi,JR),e(Yn,VR),e(h,KR),e(h,Jn),e(Jn,Q0),e(Q0,Xs),e(Xs,XR),e(Jn,ZR),e(Jn,ci),e(ci,HR),e(Jn,zR),e(h,UR),e(h,Vn),e(Vn,$0),e($0,Zs),e(Zs,qR),e(Vn,jR),e(Vn,fi),e(fi,QR),e(Vn,$R),e(h,eL),e(h,Kn),e(Kn,em),e(em,Hs),e(Hs,tL),e(Kn,rL),e(Kn,ui),e(ui,aL),e(Kn,nL),e(h,lL),e(h,Xn),e(Xn,tm),e(tm,zs),e(zs,oL),e(Xn,iL),e(Xn,vi),e(vi,dL),e(Xn,sL),e(h,hL),e(h,Zn),e(Zn,rm),e(rm,Us),e(Us,gL),e(Zn,cL),e(Zn,Ei),e(Ei,fL),e(Zn,uL),e(h,vL),e(h,Hn),e(Hn,am),e(am,qs),e(qs,EL),e(Hn,TL),e(Hn,Ti),e(Ti,_L),e(Hn,mL),e(h,pL),e(h,zn),e(zn,nm),e(nm,js),e(js,DL),e(zn,yL),e(zn,_i),e(_i,AL),e(zn,RL),e(h,LL),e(h,Un),e(Un,lm),e(lm,Qs),e(Qs,bL),e(Un,SL),e(Un,mi),e(mi,wL),e(Un,ML),e(h,PL),e(h,qn),e(qn,om),e(om,$s),e($s,GL),e(qn,kL),e(qn,pi),e(pi,NL),e(qn,CL),e(h,BL),e(h,ka),e(ka,im),e(im,eh),e(eh,IL),e(ka,xL),e(ka,Di),e(Di,OL),e(ka,FL),e(ka,yi),e(yi,WL),e(ka,YL),e(h,JL),e(h,jn),e(jn,dm),e(dm,th),e(th,VL),e(jn,KL),e(jn,Ai),e(Ai,XL),e(jn,ZL),e(h,HL),e(h,Qn),e(Qn,sm),e(sm,rh),e(rh,zL),e(Qn,UL),e(Qn,Ri),e(Ri,qL),e(Qn,jL),e(h,QL),e(h,$n),e($n,hm),e(hm,ah),e(ah,$L),e($n,eb),e($n,Li),e(Li,tb),e($n,rb),e(h,ab),e(h,el),e(el,gm),e(gm,nh),e(nh,nb),e(el,lb),e(el,bi),e(bi,ob),e(el,ib),e(h,db),e(h,tl),e(tl,cm),e(cm,lh),e(lh,sb),e(tl,hb),e(tl,Si),e(Si,gb),e(tl,cb),e(h,fb),e(h,rl),e(rl,fm),e(fm,oh),e(oh,ub),e(rl,vb),e(rl,wi),e(wi,Eb),e(rl,Tb),e(h,_b),e(h,al),e(al,um),e(um,ih),e(ih,mb),e(al,pb),e(al,Mi),e(Mi,Db),e(al,yb),e(h,Ab),e(h,nl),e(nl,vm),e(vm,dh),e(dh,Rb),e(nl,Lb),e(nl,Pi),e(Pi,bb),e(nl,Sb),e(h,wb),e(h,ll),e(ll,Em),e(Em,sh),e(sh,Mb),e(ll,Pb),e(ll,Gi),e(Gi,Gb),e(ll,kb),e(h,Nb),e(h,ol),e(ol,Tm),e(Tm,hh),e(hh,Cb),e(ol,Bb),e(ol,ki),e(ki,Ib),e(ol,xb),e(h,Ob),e(h,il),e(il,_m),e(_m,gh),e(gh,Fb),e(il,Wb),e(il,Ni),e(Ni,Yb),e(il,Jb),e(h,Vb),e(h,dl),e(dl,mm),e(mm,ch),e(ch,Kb),e(dl,Xb),e(dl,Ci),e(Ci,Zb),e(dl,Hb),e(h,zb),e(h,sl),e(sl,pm),e(pm,fh),e(fh,Ub),e(sl,qb),e(sl,Bi),e(Bi,jb),e(sl,Qb),e(h,$b),e(h,hl),e(hl,Dm),e(Dm,uh),e(uh,eS),e(hl,tS),e(hl,Ii),e(Ii,rS),e(hl,aS),e(h,nS),e(h,gl),e(gl,ym),e(ym,vh),e(vh,lS),e(gl,oS),e(gl,xi),e(xi,iS),e(gl,dS),e(h,sS),e(h,cl),e(cl,Am),e(Am,Eh),e(Eh,hS),e(cl,gS),e(cl,Oi),e(Oi,cS),e(cl,fS),e(h,uS),e(h,fl),e(fl,Rm),e(Rm,Th),e(Th,vS),e(fl,ES),e(fl,Fi),e(Fi,TS),e(fl,_S),e(h,mS),e(h,ul),e(ul,Lm),e(Lm,_h),e(_h,pS),e(ul,DS),e(ul,Wi),e(Wi,yS),e(ul,AS),e(h,RS),e(h,vl),e(vl,bm),e(bm,mh),e(mh,LS),e(vl,bS),e(vl,Yi),e(Yi,SS),e(vl,wS),e(h,MS),e(h,El),e(El,Sm),e(Sm,ph),e(ph,PS),e(El,GS),e(El,Ji),e(Ji,kS),e(El,NS),e(h,CS),e(h,Tl),e(Tl,wm),e(wm,Dh),e(Dh,BS),e(Tl,IS),e(Tl,Vi),e(Vi,xS),e(Tl,OS),e(h,FS),e(h,_l),e(_l,Mm),e(Mm,yh),e(yh,WS),e(_l,YS),e(_l,Ki),e(Ki,JS),e(_l,VS),e(h,KS),e(h,ml),e(ml,Pm),e(Pm,Ah),e(Ah,XS),e(ml,ZS),e(ml,Xi),e(Xi,HS),e(ml,zS),e(h,US),e(h,pl),e(pl,Gm),e(Gm,Rh),e(Rh,qS),e(pl,jS),e(pl,Zi),e(Zi,QS),e(pl,$S),e(h,ew),e(h,Dl),e(Dl,km),e(km,Lh),e(Lh,tw),e(Dl,rw),e(Dl,Hi),e(Hi,aw),e(Dl,nw),e(h,lw),e(h,yl),e(yl,Nm),e(Nm,bh),e(bh,ow),e(yl,iw),e(yl,zi),e(zi,dw),e(yl,sw),e(h,hw),e(h,Al),e(Al,Cm),e(Cm,Sh),e(Sh,gw),e(Al,cw),e(Al,Ui),e(Ui,fw),e(Al,uw),e(h,vw),e(h,Rl),e(Rl,Bm),e(Bm,wh),e(wh,Ew),e(Rl,Tw),e(Rl,qi),e(qi,_w),e(Rl,mw),e(h,pw),e(h,Ll),e(Ll,Im),e(Im,Mh),e(Mh,Dw),e(Ll,yw),e(Ll,ji),e(ji,Aw),e(Ll,Rw),e(h,Lw),e(h,bl),e(bl,xm),e(xm,Ph),e(Ph,bw),e(bl,Sw),e(bl,Qi),e(Qi,ww),e(bl,Mw),e(h,Pw),e(h,Sl),e(Sl,Om),e(Om,Gh),e(Gh,Gw),e(Sl,kw),e(Sl,$i),e($i,Nw),e(Sl,Cw),e(h,Bw),e(h,wl),e(wl,Fm),e(Fm,kh),e(kh,Iw),e(wl,xw),e(wl,ed),e(ed,Ow),e(wl,Fw),e(h,Ww),e(h,Ml),e(Ml,Wm),e(Wm,Nh),e(Nh,Yw),e(Ml,Jw),e(Ml,td),e(td,Vw),e(Ml,Kw),e(h,Xw),e(h,Pl),e(Pl,Ym),e(Ym,Ch),e(Ch,Zw),e(Pl,Hw),e(Pl,rd),e(rd,zw),e(Pl,Uw),e(h,qw),e(h,Gl),e(Gl,Jm),e(Jm,Bh),e(Bh,jw),e(Gl,Qw),e(Gl,ad),e(ad,$w),e(Gl,eM),e(h,tM),e(h,kl),e(kl,Vm),e(Vm,Ih),e(Ih,rM),e(kl,aM),e(kl,nd),e(nd,nM),e(kl,lM),e(h,oM),e(h,Nl),e(Nl,Km),e(Km,xh),e(xh,iM),e(Nl,dM),e(Nl,ld),e(ld,sM),e(Nl,hM),e(h,gM),e(h,Cl),e(Cl,Xm),e(Xm,Oh),e(Oh,cM),e(Cl,fM),e(Cl,od),e(od,uM),e(Cl,vM),e(h,EM),e(h,Bl),e(Bl,Zm),e(Zm,Fh),e(Fh,TM),e(Bl,_M),e(Bl,id),e(id,mM),e(Bl,pM),e(h,DM),e(h,Na),e(Na,Hm),e(Hm,Wh),e(Wh,yM),e(Na,AM),e(Na,dd),e(dd,RM),e(Na,LM),e(Na,zm),e(zm,bM),e(Na,SM),e(h,wM),e(h,Il),e(Il,Um),e(Um,Yh),e(Yh,MM),e(Il,PM),e(Il,sd),e(sd,GM),e(Il,kM),e(h,NM),e(h,xl),e(xl,qm),e(qm,Jh),e(Jh,CM),e(xl,BM),e(xl,hd),e(hd,IM),e(xl,xM),e(h,OM),e(h,Ol),e(Ol,jm),e(jm,Vh),e(Vh,FM),e(Ol,WM),e(Ol,gd),e(gd,YM),e(Ol,JM),e(h,VM),e(h,Fl),e(Fl,Qm),e(Qm,Kh),e(Kh,KM),e(Fl,XM),e(Fl,cd),e(cd,ZM),e(Fl,HM),e(h,zM),e(h,Wl),e(Wl,$m),e($m,Xh),e(Xh,UM),e(Wl,qM),e(Wl,fd),e(fd,jM),e(Wl,QM),e(h,$M),e(h,Yl),e(Yl,e6),e(e6,Zh),e(Zh,eP),e(Yl,tP),e(Yl,ud),e(ud,rP),e(Yl,aP),e(h,nP),e(h,Jl),e(Jl,t6),e(t6,Hh),e(Hh,lP),e(Jl,oP),e(Jl,vd),e(vd,iP),e(Jl,dP),e(h,sP),e(h,Vl),e(Vl,r6),e(r6,zh),e(zh,hP),e(Vl,gP),e(Vl,Ed),e(Ed,cP),e(Vl,fP),e(h,uP),e(h,Kl),e(Kl,a6),e(a6,Uh),e(Uh,vP),e(Kl,EP),e(Kl,Td),e(Td,TP),e(Kl,_P),e(h,mP),e(h,Xl),e(Xl,n6),e(n6,qh),e(qh,pP),e(Xl,DP),e(Xl,_d),e(_d,yP),e(Xl,AP),e(h,RP),e(h,Zl),e(Zl,l6),e(l6,jh),e(jh,LP),e(Zl,bP),e(Zl,md),e(md,SP),e(Zl,wP),e(h,MP),e(h,Hl),e(Hl,o6),e(o6,Qh),e(Qh,PP),e(Hl,GP),e(Hl,pd),e(pd,kP),e(Hl,NP),e(h,CP),e(h,zl),e(zl,i6),e(i6,$h),e($h,BP),e(zl,IP),e(zl,Dd),e(Dd,xP),e(zl,OP),e(h,FP),e(h,Ul),e(Ul,d6),e(d6,eg),e(eg,WP),e(Ul,YP),e(Ul,yd),e(yd,JP),e(Ul,VP),e(h,KP),e(h,Ca),e(Ca,s6),e(s6,tg),e(tg,XP),e(Ca,ZP),e(Ca,Ad),e(Ad,HP),e(Ca,zP),e(Ca,h6),e(h6,UP),e(Ca,qP),e(h,jP),e(h,ql),e(ql,g6),e(g6,rg),e(rg,QP),e(ql,$P),e(ql,Rd),e(Rd,eG),e(ql,tG),e(h,rG),e(h,Ba),e(Ba,c6),e(c6,ag),e(ag,aG),e(Ba,nG),e(Ba,Ld),e(Ld,lG),e(Ba,oG),e(Ba,f6),e(f6,iG),e(Ba,dG),e(h,sG),e(h,jl),e(jl,u6),e(u6,ng),e(ng,hG),e(jl,gG),e(jl,bd),e(bd,cG),e(jl,fG),e(h,uG),e(h,Ql),e(Ql,v6),e(v6,lg),e(lg,vG),e(Ql,EG),e(Ql,Sd),e(Sd,TG),e(Ql,_G),e(h,mG),e(h,$l),e($l,E6),e(E6,og),e(og,pG),e($l,DG),e($l,wd),e(wd,yG),e($l,AG),e(h,RG),e(h,eo),e(eo,T6),e(T6,ig),e(ig,LG),e(eo,bG),e(eo,Md),e(Md,SG),e(eo,wG),E(u,H9,v),E(u,Ka,v),e(Ka,to),e(to,_6),S9(Pd,_6,null),e(Ka,MG),e(Ka,m6),e(m6,PG),E(u,z9,v),E(u,dg,v),e(dg,GG),E(u,U9,v),E(u,ro,v),e(ro,p6),e(p6,T),e(T,sg),e(sg,kG),e(T,NG),e(T,hg),e(hg,CG),e(T,BG),e(T,gg),e(gg,IG),e(T,xG),e(T,cg),e(cg,OG),e(T,FG),e(T,fg),e(fg,WG),e(T,YG),e(T,ug),e(ug,JG),e(ro,VG),e(ro,c),e(c,_),e(_,vg),e(vg,KG),e(_,XG),e(_,Eg),e(Eg,ZG),e(_,HG),e(_,Tg),e(Tg,zG),e(_,UG),e(_,_g),e(_g,qG),e(_,jG),e(_,mg),e(mg,QG),e(_,$G),e(_,pg),e(pg,ek),e(c,tk),e(c,m),e(m,Dg),e(Dg,rk),e(m,ak),e(m,yg),e(yg,nk),e(m,lk),e(m,Ag),e(Ag,ok),e(m,ik),e(m,Rg),e(Rg,dk),e(m,sk),e(m,Lg),e(Lg,hk),e(m,gk),e(m,bg),e(bg,ck),e(c,fk),e(c,p),e(p,Sg),e(Sg,uk),e(p,vk),e(p,wg),e(wg,Ek),e(p,Tk),e(p,Mg),e(Mg,_k),e(p,mk),e(p,Pg),e(Pg,pk),e(p,Dk),e(p,Gg),e(Gg,yk),e(p,Ak),e(p,kg),e(kg,Rk),e(c,Lk),e(c,D),e(D,Ng),e(Ng,bk),e(D,Sk),e(D,Cg),e(Cg,wk),e(D,Mk),e(D,Bg),e(Bg,Pk),e(D,Gk),e(D,Ig),e(Ig,kk),e(D,Nk),e(D,xg),e(xg,Ck),e(D,Bk),e(D,Og),e(Og,Ik),e(c,xk),e(c,y),e(y,Fg),e(Fg,Ok),e(y,Fk),e(y,Wg),e(Wg,Wk),e(y,Yk),e(y,Yg),e(Yg,Jk),e(y,Vk),e(y,Jg),e(Jg,Kk),e(y,Xk),e(y,Vg),e(Vg,Zk),e(y,Hk),e(y,Kg),e(Kg,zk),e(c,Uk),e(c,A),e(A,Xg),e(Xg,qk),e(A,jk),e(A,Zg),e(Zg,Qk),e(A,$k),e(A,Hg),e(Hg,eN),e(A,tN),e(A,zg),e(zg,rN),e(A,aN),e(A,Ug),e(Ug,nN),e(A,lN),e(A,qg),e(qg,oN),e(c,iN),e(c,R),e(R,jg),e(jg,dN),e(R,sN),e(R,Qg),e(Qg,hN),e(R,gN),e(R,$g),e($g,cN),e(R,fN),e(R,ec),e(ec,uN),e(R,vN),e(R,tc),e(tc,EN),e(R,TN),e(R,rc),e(rc,_N),e(c,mN),e(c,L),e(L,ac),e(ac,pN),e(L,DN),e(L,nc),e(nc,yN),e(L,AN),e(L,lc),e(lc,RN),e(L,LN),e(L,oc),e(oc,bN),e(L,SN),e(L,ic),e(ic,wN),e(L,MN),e(L,dc),e(dc,PN),e(c,GN),e(c,b),e(b,sc),e(sc,kN),e(b,NN),e(b,hc),e(hc,CN),e(b,BN),e(b,gc),e(gc,IN),e(b,xN),e(b,cc),e(cc,ON),e(b,FN),e(b,fc),e(fc,WN),e(b,YN),e(b,uc),e(uc,JN),e(c,VN),e(c,S),e(S,vc),e(vc,KN),e(S,XN),e(S,Ec),e(Ec,ZN),e(S,HN),e(S,Tc),e(Tc,zN),e(S,UN),e(S,_c),e(_c,qN),e(S,jN),e(S,mc),e(mc,QN),e(S,$N),e(S,pc),e(pc,eC),e(c,tC),e(c,w),e(w,Dc),e(Dc,rC),e(w,aC),e(w,yc),e(yc,nC),e(w,lC),e(w,Ac),e(Ac,oC),e(w,iC),e(w,Rc),e(Rc,dC),e(w,sC),e(w,Lc),e(Lc,hC),e(w,gC),e(w,bc),e(bc,cC),e(c,fC),e(c,M),e(M,Sc),e(Sc,uC),e(M,vC),e(M,wc),e(wc,EC),e(M,TC),e(M,Mc),e(Mc,_C),e(M,mC),e(M,Pc),e(Pc,pC),e(M,DC),e(M,Gc),e(Gc,yC),e(M,AC),e(M,kc),e(kc,RC),e(c,LC),e(c,P),e(P,Nc),e(Nc,bC),e(P,SC),e(P,Cc),e(Cc,wC),e(P,MC),e(P,Bc),e(Bc,PC),e(P,GC),e(P,Ic),e(Ic,kC),e(P,NC),e(P,xc),e(xc,CC),e(P,BC),e(P,Oc),e(Oc,IC),e(c,xC),e(c,G),e(G,Fc),e(Fc,OC),e(G,FC),e(G,Wc),e(Wc,WC),e(G,YC),e(G,Yc),e(Yc,JC),e(G,VC),e(G,Jc),e(Jc,KC),e(G,XC),e(G,Vc),e(Vc,ZC),e(G,HC),e(G,Kc),e(Kc,zC),e(c,UC),e(c,k),e(k,Xc),e(Xc,qC),e(k,jC),e(k,Zc),e(Zc,QC),e(k,$C),e(k,Hc),e(Hc,eB),e(k,tB),e(k,zc),e(zc,rB),e(k,aB),e(k,Uc),e(Uc,nB),e(k,lB),e(k,qc),e(qc,oB),e(c,iB),e(c,N),e(N,jc),e(jc,dB),e(N,sB),e(N,Qc),e(Qc,hB),e(N,gB),e(N,$c),e($c,cB),e(N,fB),e(N,e1),e(e1,uB),e(N,vB),e(N,t1),e(t1,EB),e(N,TB),e(N,r1),e(r1,_B),e(c,mB),e(c,C),e(C,a1),e(a1,pB),e(C,DB),e(C,n1),e(n1,yB),e(C,AB),e(C,l1),e(l1,RB),e(C,LB),e(C,o1),e(o1,bB),e(C,SB),e(C,i1),e(i1,wB),e(C,MB),e(C,d1),e(d1,PB),e(c,GB),e(c,B),e(B,s1),e(s1,kB),e(B,NB),e(B,h1),e(h1,CB),e(B,BB),e(B,g1),e(g1,IB),e(B,xB),e(B,c1),e(c1,OB),e(B,FB),e(B,f1),e(f1,WB),e(B,YB),e(B,u1),e(u1,JB),e(c,VB),e(c,I),e(I,v1),e(v1,KB),e(I,XB),e(I,E1),e(E1,ZB),e(I,HB),e(I,T1),e(T1,zB),e(I,UB),e(I,_1),e(_1,qB),e(I,jB),e(I,m1),e(m1,QB),e(I,$B),e(I,p1),e(p1,eI),e(c,tI),e(c,x),e(x,D1),e(D1,rI),e(x,aI),e(x,y1),e(y1,nI),e(x,lI),e(x,A1),e(A1,oI),e(x,iI),e(x,R1),e(R1,dI),e(x,sI),e(x,L1),e(L1,hI),e(x,gI),e(x,b1),e(b1,cI),e(c,fI),e(c,O),e(O,S1),e(S1,uI),e(O,vI),e(O,w1),e(w1,EI),e(O,TI),e(O,M1),e(M1,_I),e(O,mI),e(O,P1),e(P1,pI),e(O,DI),e(O,G1),e(G1,yI),e(O,AI),e(O,k1),e(k1,RI),e(c,LI),e(c,F),e(F,N1),e(N1,bI),e(F,SI),e(F,C1),e(C1,wI),e(F,MI),e(F,B1),e(B1,PI),e(F,GI),e(F,I1),e(I1,kI),e(F,NI),e(F,x1),e(x1,CI),e(F,BI),e(F,O1),e(O1,II),e(c,xI),e(c,W),e(W,F1),e(F1,OI),e(W,FI),e(W,W1),e(W1,WI),e(W,YI),e(W,Y1),e(Y1,JI),e(W,VI),e(W,J1),e(J1,KI),e(W,XI),e(W,V1),e(V1,ZI),e(W,HI),e(W,K1),e(K1,zI),e(c,UI),e(c,Y),e(Y,X1),e(X1,qI),e(Y,jI),e(Y,Z1),e(Z1,QI),e(Y,$I),e(Y,H1),e(H1,ex),e(Y,tx),e(Y,z1),e(z1,rx),e(Y,ax),e(Y,U1),e(U1,nx),e(Y,lx),e(Y,q1),e(q1,ox),e(c,ix),e(c,J),e(J,j1),e(j1,dx),e(J,sx),e(J,Q1),e(Q1,hx),e(J,gx),e(J,$1),e($1,cx),e(J,fx),e(J,ef),e(ef,ux),e(J,vx),e(J,tf),e(tf,Ex),e(J,Tx),e(J,rf),e(rf,_x),e(c,mx),e(c,V),e(V,af),e(af,px),e(V,Dx),e(V,nf),e(nf,yx),e(V,Ax),e(V,lf),e(lf,Rx),e(V,Lx),e(V,of),e(of,bx),e(V,Sx),e(V,df),e(df,wx),e(V,Mx),e(V,sf),e(sf,Px),e(c,Gx),e(c,K),e(K,hf),e(hf,kx),e(K,Nx),e(K,gf),e(gf,Cx),e(K,Bx),e(K,cf),e(cf,Ix),e(K,xx),e(K,ff),e(ff,Ox),e(K,Fx),e(K,uf),e(uf,Wx),e(K,Yx),e(K,vf),e(vf,Jx),e(c,Vx),e(c,X),e(X,Ef),e(Ef,Kx),e(X,Xx),e(X,Tf),e(Tf,Zx),e(X,Hx),e(X,_f),e(_f,zx),e(X,Ux),e(X,mf),e(mf,qx),e(X,jx),e(X,pf),e(pf,Qx),e(X,$x),e(X,Df),e(Df,eO),e(c,tO),e(c,Z),e(Z,yf),e(yf,rO),e(Z,aO),e(Z,Af),e(Af,nO),e(Z,lO),e(Z,Rf),e(Rf,oO),e(Z,iO),e(Z,Lf),e(Lf,dO),e(Z,sO),e(Z,bf),e(bf,hO),e(Z,gO),e(Z,Sf),e(Sf,cO),e(c,fO),e(c,H),e(H,wf),e(wf,uO),e(H,vO),e(H,Mf),e(Mf,EO),e(H,TO),e(H,Pf),e(Pf,_O),e(H,mO),e(H,Gf),e(Gf,pO),e(H,DO),e(H,kf),e(kf,yO),e(H,AO),e(H,Nf),e(Nf,RO),e(c,LO),e(c,z),e(z,Cf),e(Cf,bO),e(z,SO),e(z,Bf),e(Bf,wO),e(z,MO),e(z,If),e(If,PO),e(z,GO),e(z,xf),e(xf,kO),e(z,NO),e(z,Of),e(Of,CO),e(z,BO),e(z,Ff),e(Ff,IO),e(c,xO),e(c,U),e(U,Wf),e(Wf,OO),e(U,FO),e(U,Yf),e(Yf,WO),e(U,YO),e(U,Jf),e(Jf,JO),e(U,VO),e(U,Vf),e(Vf,KO),e(U,XO),e(U,Kf),e(Kf,ZO),e(U,HO),e(U,Xf),e(Xf,zO),e(c,UO),e(c,q),e(q,Zf),e(Zf,qO),e(q,jO),e(q,Hf),e(Hf,QO),e(q,$O),e(q,zf),e(zf,eF),e(q,tF),e(q,Uf),e(Uf,rF),e(q,aF),e(q,qf),e(qf,nF),e(q,lF),e(q,jf),e(jf,oF),e(c,iF),e(c,j),e(j,Qf),e(Qf,dF),e(j,sF),e(j,$f),e($f,hF),e(j,gF),e(j,eu),e(eu,cF),e(j,fF),e(j,tu),e(tu,uF),e(j,vF),e(j,ru),e(ru,EF),e(j,TF),e(j,au),e(au,_F),e(c,mF),e(c,Q),e(Q,nu),e(nu,pF),e(Q,DF),e(Q,lu),e(lu,yF),e(Q,AF),e(Q,ou),e(ou,RF),e(Q,LF),e(Q,iu),e(iu,bF),e(Q,SF),e(Q,du),e(du,wF),e(Q,MF),e(Q,su),e(su,PF),e(c,GF),e(c,$),e($,hu),e(hu,kF),e($,NF),e($,gu),e(gu,CF),e($,BF),e($,cu),e(cu,IF),e($,xF),e($,fu),e(fu,OF),e($,FF),e($,uu),e(uu,WF),e($,YF),e($,vu),e(vu,JF),e(c,VF),e(c,ee),e(ee,Eu),e(Eu,KF),e(ee,XF),e(ee,Tu),e(Tu,ZF),e(ee,HF),e(ee,_u),e(_u,zF),e(ee,UF),e(ee,mu),e(mu,qF),e(ee,jF),e(ee,pu),e(pu,QF),e(ee,$F),e(ee,Du),e(Du,eW),e(c,tW),e(c,te),e(te,yu),e(yu,rW),e(te,aW),e(te,Au),e(Au,nW),e(te,lW),e(te,Ru),e(Ru,oW),e(te,iW),e(te,Lu),e(Lu,dW),e(te,sW),e(te,bu),e(bu,hW),e(te,gW),e(te,Su),e(Su,cW),e(c,fW),e(c,re),e(re,wu),e(wu,uW),e(re,vW),e(re,Mu),e(Mu,EW),e(re,TW),e(re,Pu),e(Pu,_W),e(re,mW),e(re,Gu),e(Gu,pW),e(re,DW),e(re,ku),e(ku,yW),e(re,AW),e(re,Nu),e(Nu,RW),e(c,LW),e(c,ae),e(ae,Cu),e(Cu,bW),e(ae,SW),e(ae,Bu),e(Bu,wW),e(ae,MW),e(ae,Iu),e(Iu,PW),e(ae,GW),e(ae,xu),e(xu,kW),e(ae,NW),e(ae,Ou),e(Ou,CW),e(ae,BW),e(ae,Fu),e(Fu,IW),e(c,xW),e(c,ne),e(ne,Wu),e(Wu,OW),e(ne,FW),e(ne,Yu),e(Yu,WW),e(ne,YW),e(ne,Ju),e(Ju,JW),e(ne,VW),e(ne,Vu),e(Vu,KW),e(ne,XW),e(ne,Ku),e(Ku,ZW),e(ne,HW),e(ne,Xu),e(Xu,zW),e(c,UW),e(c,le),e(le,Zu),e(Zu,qW),e(le,jW),e(le,Hu),e(Hu,QW),e(le,$W),e(le,zu),e(zu,eY),e(le,tY),e(le,Uu),e(Uu,rY),e(le,aY),e(le,qu),e(qu,nY),e(le,lY),e(le,ju),e(ju,oY),e(c,iY),e(c,oe),e(oe,Qu),e(Qu,dY),e(oe,sY),e(oe,$u),e($u,hY),e(oe,gY),e(oe,ev),e(ev,cY),e(oe,fY),e(oe,tv),e(tv,uY),e(oe,vY),e(oe,rv),e(rv,EY),e(oe,TY),e(oe,av),e(av,_Y),e(c,mY),e(c,ie),e(ie,nv),e(nv,pY),e(ie,DY),e(ie,lv),e(lv,yY),e(ie,AY),e(ie,ov),e(ov,RY),e(ie,LY),e(ie,iv),e(iv,bY),e(ie,SY),e(ie,dv),e(dv,wY),e(ie,MY),e(ie,sv),e(sv,PY),e(c,GY),e(c,de),e(de,hv),e(hv,kY),e(de,NY),e(de,gv),e(gv,CY),e(de,BY),e(de,cv),e(cv,IY),e(de,xY),e(de,fv),e(fv,OY),e(de,FY),e(de,uv),e(uv,WY),e(de,YY),e(de,vv),e(vv,JY),e(c,VY),e(c,se),e(se,Ev),e(Ev,KY),e(se,XY),e(se,Tv),e(Tv,ZY),e(se,HY),e(se,_v),e(_v,zY),e(se,UY),e(se,mv),e(mv,qY),e(se,jY),e(se,pv),e(pv,QY),e(se,$Y),e(se,Dv),e(Dv,eJ),e(c,tJ),e(c,he),e(he,yv),e(yv,rJ),e(he,aJ),e(he,Av),e(Av,nJ),e(he,lJ),e(he,Rv),e(Rv,oJ),e(he,iJ),e(he,Lv),e(Lv,dJ),e(he,sJ),e(he,bv),e(bv,hJ),e(he,gJ),e(he,Sv),e(Sv,cJ),e(c,fJ),e(c,ge),e(ge,wv),e(wv,uJ),e(ge,vJ),e(ge,Mv),e(Mv,EJ),e(ge,TJ),e(ge,Pv),e(Pv,_J),e(ge,mJ),e(ge,Gv),e(Gv,pJ),e(ge,DJ),e(ge,kv),e(kv,yJ),e(ge,AJ),e(ge,Nv),e(Nv,RJ),e(c,LJ),e(c,ce),e(ce,Cv),e(Cv,bJ),e(ce,SJ),e(ce,Bv),e(Bv,wJ),e(ce,MJ),e(ce,Iv),e(Iv,PJ),e(ce,GJ),e(ce,xv),e(xv,kJ),e(ce,NJ),e(ce,Ov),e(Ov,CJ),e(ce,BJ),e(ce,Fv),e(Fv,IJ),e(c,xJ),e(c,fe),e(fe,Wv),e(Wv,OJ),e(fe,FJ),e(fe,Yv),e(Yv,WJ),e(fe,YJ),e(fe,Jv),e(Jv,JJ),e(fe,VJ),e(fe,Vv),e(Vv,KJ),e(fe,XJ),e(fe,Kv),e(Kv,ZJ),e(fe,HJ),e(fe,Xv),e(Xv,zJ),e(c,UJ),e(c,ue),e(ue,Zv),e(Zv,qJ),e(ue,jJ),e(ue,Hv),e(Hv,QJ),e(ue,$J),e(ue,zv),e(zv,eV),e(ue,tV),e(ue,Uv),e(Uv,rV),e(ue,aV),e(ue,qv),e(qv,nV),e(ue,lV),e(ue,jv),e(jv,oV),e(c,iV),e(c,ve),e(ve,Qv),e(Qv,dV),e(ve,sV),e(ve,$v),e($v,hV),e(ve,gV),e(ve,e2),e(e2,cV),e(ve,fV),e(ve,t2),e(t2,uV),e(ve,vV),e(ve,r2),e(r2,EV),e(ve,TV),e(ve,a2),e(a2,_V),e(c,mV),e(c,Ee),e(Ee,n2),e(n2,pV),e(Ee,DV),e(Ee,l2),e(l2,yV),e(Ee,AV),e(Ee,o2),e(o2,RV),e(Ee,LV),e(Ee,i2),e(i2,bV),e(Ee,SV),e(Ee,d2),e(d2,wV),e(Ee,MV),e(Ee,s2),e(s2,PV),e(c,GV),e(c,Te),e(Te,h2),e(h2,kV),e(Te,NV),e(Te,g2),e(g2,CV),e(Te,BV),e(Te,c2),e(c2,IV),e(Te,xV),e(Te,f2),e(f2,OV),e(Te,FV),e(Te,u2),e(u2,WV),e(Te,YV),e(Te,v2),e(v2,JV),e(c,VV),e(c,_e),e(_e,E2),e(E2,KV),e(_e,XV),e(_e,T2),e(T2,ZV),e(_e,HV),e(_e,_2),e(_2,zV),e(_e,UV),e(_e,m2),e(m2,qV),e(_e,jV),e(_e,p2),e(p2,QV),e(_e,$V),e(_e,D2),e(D2,eK),e(c,tK),e(c,me),e(me,y2),e(y2,rK),e(me,aK),e(me,A2),e(A2,nK),e(me,lK),e(me,R2),e(R2,oK),e(me,iK),e(me,L2),e(L2,dK),e(me,sK),e(me,b2),e(b2,hK),e(me,gK),e(me,S2),e(S2,cK),e(c,fK),e(c,pe),e(pe,w2),e(w2,uK),e(pe,vK),e(pe,M2),e(M2,EK),e(pe,TK),e(pe,P2),e(P2,_K),e(pe,mK),e(pe,G2),e(G2,pK),e(pe,DK),e(pe,k2),e(k2,yK),e(pe,AK),e(pe,N2),e(N2,RK),e(c,LK),e(c,De),e(De,C2),e(C2,bK),e(De,SK),e(De,B2),e(B2,wK),e(De,MK),e(De,I2),e(I2,PK),e(De,GK),e(De,x2),e(x2,kK),e(De,NK),e(De,O2),e(O2,CK),e(De,BK),e(De,F2),e(F2,IK),e(c,xK),e(c,ye),e(ye,W2),e(W2,OK),e(ye,FK),e(ye,Y2),e(Y2,WK),e(ye,YK),e(ye,J2),e(J2,JK),e(ye,VK),e(ye,V2),e(V2,KK),e(ye,XK),e(ye,K2),e(K2,ZK),e(ye,HK),e(ye,X2),e(X2,zK),e(c,UK),e(c,Ae),e(Ae,Z2),e(Z2,qK),e(Ae,jK),e(Ae,H2),e(H2,QK),e(Ae,$K),e(Ae,z2),e(z2,eX),e(Ae,tX),e(Ae,U2),e(U2,rX),e(Ae,aX),e(Ae,q2),e(q2,nX),e(Ae,lX),e(Ae,j2),e(j2,oX),e(c,iX),e(c,Re),e(Re,Q2),e(Q2,dX),e(Re,sX),e(Re,$2),e($2,hX),e(Re,gX),e(Re,eE),e(eE,cX),e(Re,fX),e(Re,tE),e(tE,uX),e(Re,vX),e(Re,rE),e(rE,EX),e(Re,TX),e(Re,aE),e(aE,_X),e(c,mX),e(c,Le),e(Le,nE),e(nE,pX),e(Le,DX),e(Le,lE),e(lE,yX),e(Le,AX),e(Le,oE),e(oE,RX),e(Le,LX),e(Le,iE),e(iE,bX),e(Le,SX),e(Le,dE),e(dE,wX),e(Le,MX),e(Le,sE),e(sE,PX),e(c,GX),e(c,be),e(be,hE),e(hE,kX),e(be,NX),e(be,gE),e(gE,CX),e(be,BX),e(be,cE),e(cE,IX),e(be,xX),e(be,fE),e(fE,OX),e(be,FX),e(be,uE),e(uE,WX),e(be,YX),e(be,vE),e(vE,JX),e(c,VX),e(c,Se),e(Se,EE),e(EE,KX),e(Se,XX),e(Se,TE),e(TE,ZX),e(Se,HX),e(Se,_E),e(_E,zX),e(Se,UX),e(Se,mE),e(mE,qX),e(Se,jX),e(Se,pE),e(pE,QX),e(Se,$X),e(Se,DE),e(DE,eZ),e(c,tZ),e(c,we),e(we,yE),e(yE,rZ),e(we,aZ),e(we,AE),e(AE,nZ),e(we,lZ),e(we,RE),e(RE,oZ),e(we,iZ),e(we,LE),e(LE,dZ),e(we,sZ),e(we,bE),e(bE,hZ),e(we,gZ),e(we,SE),e(SE,cZ),e(c,fZ),e(c,Me),e(Me,wE),e(wE,uZ),e(Me,vZ),e(Me,ME),e(ME,EZ),e(Me,TZ),e(Me,PE),e(PE,_Z),e(Me,mZ),e(Me,GE),e(GE,pZ),e(Me,DZ),e(Me,kE),e(kE,yZ),e(Me,AZ),e(Me,NE),e(NE,RZ),e(c,LZ),e(c,Pe),e(Pe,CE),e(CE,bZ),e(Pe,SZ),e(Pe,BE),e(BE,wZ),e(Pe,MZ),e(Pe,IE),e(IE,PZ),e(Pe,GZ),e(Pe,xE),e(xE,kZ),e(Pe,NZ),e(Pe,OE),e(OE,CZ),e(Pe,BZ),e(Pe,FE),e(FE,IZ),e(c,xZ),e(c,Ge),e(Ge,WE),e(WE,OZ),e(Ge,FZ),e(Ge,YE),e(YE,WZ),e(Ge,YZ),e(Ge,JE),e(JE,JZ),e(Ge,VZ),e(Ge,VE),e(VE,KZ),e(Ge,XZ),e(Ge,KE),e(KE,ZZ),e(Ge,HZ),e(Ge,XE),e(XE,zZ),e(c,UZ),e(c,ke),e(ke,ZE),e(ZE,qZ),e(ke,jZ),e(ke,HE),e(HE,QZ),e(ke,$Z),e(ke,zE),e(zE,eH),e(ke,tH),e(ke,UE),e(UE,rH),e(ke,aH),e(ke,qE),e(qE,nH),e(ke,lH),e(ke,jE),e(jE,oH),e(c,iH),e(c,Ne),e(Ne,QE),e(QE,dH),e(Ne,sH),e(Ne,$E),e($E,hH),e(Ne,gH),e(Ne,eT),e(eT,cH),e(Ne,fH),e(Ne,tT),e(tT,uH),e(Ne,vH),e(Ne,rT),e(rT,EH),e(Ne,TH),e(Ne,aT),e(aT,_H),e(c,mH),e(c,Ce),e(Ce,nT),e(nT,pH),e(Ce,DH),e(Ce,lT),e(lT,yH),e(Ce,AH),e(Ce,oT),e(oT,RH),e(Ce,LH),e(Ce,iT),e(iT,bH),e(Ce,SH),e(Ce,dT),e(dT,wH),e(Ce,MH),e(Ce,sT),e(sT,PH),e(c,GH),e(c,Be),e(Be,hT),e(hT,kH),e(Be,NH),e(Be,gT),e(gT,CH),e(Be,BH),e(Be,cT),e(cT,IH),e(Be,xH),e(Be,fT),e(fT,OH),e(Be,FH),e(Be,uT),e(uT,WH),e(Be,YH),e(Be,vT),e(vT,JH),e(c,VH),e(c,Ie),e(Ie,ET),e(ET,KH),e(Ie,XH),e(Ie,TT),e(TT,ZH),e(Ie,HH),e(Ie,_T),e(_T,zH),e(Ie,UH),e(Ie,mT),e(mT,qH),e(Ie,jH),e(Ie,pT),e(pT,QH),e(Ie,$H),e(Ie,DT),e(DT,ez),e(c,tz),e(c,xe),e(xe,yT),e(yT,rz),e(xe,az),e(xe,AT),e(AT,nz),e(xe,lz),e(xe,RT),e(RT,oz),e(xe,iz),e(xe,LT),e(LT,dz),e(xe,sz),e(xe,bT),e(bT,hz),e(xe,gz),e(xe,ST),e(ST,cz),e(c,fz),e(c,Oe),e(Oe,wT),e(wT,uz),e(Oe,vz),e(Oe,MT),e(MT,Ez),e(Oe,Tz),e(Oe,PT),e(PT,_z),e(Oe,mz),e(Oe,GT),e(GT,pz),e(Oe,Dz),e(Oe,kT),e(kT,yz),e(Oe,Az),e(Oe,NT),e(NT,Rz),e(c,Lz),e(c,Fe),e(Fe,CT),e(CT,bz),e(Fe,Sz),e(Fe,BT),e(BT,wz),e(Fe,Mz),e(Fe,IT),e(IT,Pz),e(Fe,Gz),e(Fe,xT),e(xT,kz),e(Fe,Nz),e(Fe,OT),e(OT,Cz),e(Fe,Bz),e(Fe,FT),e(FT,Iz),e(c,xz),e(c,We),e(We,WT),e(WT,Oz),e(We,Fz),e(We,YT),e(YT,Wz),e(We,Yz),e(We,JT),e(JT,Jz),e(We,Vz),e(We,VT),e(VT,Kz),e(We,Xz),e(We,KT),e(KT,Zz),e(We,Hz),e(We,XT),e(XT,zz),e(c,Uz),e(c,Ye),e(Ye,ZT),e(ZT,qz),e(Ye,jz),e(Ye,HT),e(HT,Qz),e(Ye,$z),e(Ye,zT),e(zT,eU),e(Ye,tU),e(Ye,UT),e(UT,rU),e(Ye,aU),e(Ye,qT),e(qT,nU),e(Ye,lU),e(Ye,jT),e(jT,oU),e(c,iU),e(c,Je),e(Je,QT),e(QT,dU),e(Je,sU),e(Je,$T),e($T,hU),e(Je,gU),e(Je,e_),e(e_,cU),e(Je,fU),e(Je,t_),e(t_,uU),e(Je,vU),e(Je,r_),e(r_,EU),e(Je,TU),e(Je,a_),e(a_,_U),e(c,mU),e(c,Ve),e(Ve,n_),e(n_,pU),e(Ve,DU),e(Ve,l_),e(l_,yU),e(Ve,AU),e(Ve,o_),e(o_,RU),e(Ve,LU),e(Ve,i_),e(i_,bU),e(Ve,SU),e(Ve,d_),e(d_,wU),e(Ve,MU),e(Ve,s_),e(s_,PU),e(c,GU),e(c,Ke),e(Ke,h_),e(h_,kU),e(Ke,NU),e(Ke,g_),e(g_,CU),e(Ke,BU),e(Ke,c_),e(c_,IU),e(Ke,xU),e(Ke,f_),e(f_,OU),e(Ke,FU),e(Ke,u_),e(u_,WU),e(Ke,YU),e(Ke,v_),e(v_,JU),e(c,VU),e(c,Xe),e(Xe,E_),e(E_,KU),e(Xe,XU),e(Xe,T_),e(T_,ZU),e(Xe,HU),e(Xe,__),e(__,zU),e(Xe,UU),e(Xe,m_),e(m_,qU),e(Xe,jU),e(Xe,p_),e(p_,QU),e(Xe,$U),e(Xe,D_),e(D_,eq),e(c,tq),e(c,Ze),e(Ze,y_),e(y_,rq),e(Ze,aq),e(Ze,A_),e(A_,nq),e(Ze,lq),e(Ze,R_),e(R_,oq),e(Ze,iq),e(Ze,L_),e(L_,dq),e(Ze,sq),e(Ze,b_),e(b_,hq),e(Ze,gq),e(Ze,S_),e(S_,cq),e(c,fq),e(c,He),e(He,w_),e(w_,uq),e(He,vq),e(He,M_),e(M_,Eq),e(He,Tq),e(He,P_),e(P_,_q),e(He,mq),e(He,G_),e(G_,pq),e(He,Dq),e(He,k_),e(k_,yq),e(He,Aq),e(He,N_),e(N_,Rq),e(c,Lq),e(c,ze),e(ze,C_),e(C_,bq),e(ze,Sq),e(ze,B_),e(B_,wq),e(ze,Mq),e(ze,I_),e(I_,Pq),e(ze,Gq),e(ze,x_),e(x_,kq),e(ze,Nq),e(ze,O_),e(O_,Cq),e(ze,Bq),e(ze,F_),e(F_,Iq),e(c,xq),e(c,Ue),e(Ue,W_),e(W_,Oq),e(Ue,Fq),e(Ue,Y_),e(Y_,Wq),e(Ue,Yq),e(Ue,J_),e(J_,Jq),e(Ue,Vq),e(Ue,V_),e(V_,Kq),e(Ue,Xq),e(Ue,K_),e(K_,Zq),e(Ue,Hq),e(Ue,X_),e(X_,zq),e(c,Uq),e(c,qe),e(qe,Z_),e(Z_,qq),e(qe,jq),e(qe,H_),e(H_,Qq),e(qe,$q),e(qe,z_),e(z_,ej),e(qe,tj),e(qe,U_),e(U_,rj),e(qe,aj),e(qe,q_),e(q_,nj),e(qe,lj),e(qe,j_),e(j_,oj),e(c,ij),e(c,je),e(je,Q_),e(Q_,dj),e(je,sj),e(je,$_),e($_,hj),e(je,gj),e(je,e3),e(e3,cj),e(je,fj),e(je,t3),e(t3,uj),e(je,vj),e(je,r3),e(r3,Ej),e(je,Tj),e(je,a3),e(a3,_j),e(c,mj),e(c,Qe),e(Qe,n3),e(n3,pj),e(Qe,Dj),e(Qe,l3),e(l3,yj),e(Qe,Aj),e(Qe,o3),e(o3,Rj),e(Qe,Lj),e(Qe,i3),e(i3,bj),e(Qe,Sj),e(Qe,d3),e(d3,wj),e(Qe,Mj),e(Qe,s3),e(s3,Pj),e(c,Gj),e(c,$e),e($e,h3),e(h3,kj),e($e,Nj),e($e,g3),e(g3,Cj),e($e,Bj),e($e,c3),e(c3,Ij),e($e,xj),e($e,f3),e(f3,Oj),e($e,Fj),e($e,u3),e(u3,Wj),e($e,Yj),e($e,v3),e(v3,Jj),e(c,Vj),e(c,et),e(et,E3),e(E3,Kj),e(et,Xj),e(et,T3),e(T3,Zj),e(et,Hj),e(et,_3),e(_3,zj),e(et,Uj),e(et,m3),e(m3,qj),e(et,jj),e(et,p3),e(p3,Qj),e(et,$j),e(et,D3),e(D3,eQ),e(c,tQ),e(c,tt),e(tt,y3),e(y3,rQ),e(tt,aQ),e(tt,A3),e(A3,nQ),e(tt,lQ),e(tt,R3),e(R3,oQ),e(tt,iQ),e(tt,L3),e(L3,dQ),e(tt,sQ),e(tt,b3),e(b3,hQ),e(tt,gQ),e(tt,S3),e(S3,cQ),e(c,fQ),e(c,rt),e(rt,w3),e(w3,uQ),e(rt,vQ),e(rt,M3),e(M3,EQ),e(rt,TQ),e(rt,P3),e(P3,_Q),e(rt,mQ),e(rt,G3),e(G3,pQ),e(rt,DQ),e(rt,k3),e(k3,yQ),e(rt,AQ),e(rt,N3),e(N3,RQ),e(c,LQ),e(c,at),e(at,C3),e(C3,bQ),e(at,SQ),e(at,B3),e(B3,wQ),e(at,MQ),e(at,I3),e(I3,PQ),e(at,GQ),e(at,x3),e(x3,kQ),e(at,NQ),e(at,O3),e(O3,CQ),e(at,BQ),e(at,F3),e(F3,IQ),e(c,xQ),e(c,nt),e(nt,W3),e(W3,OQ),e(nt,FQ),e(nt,Y3),e(Y3,WQ),e(nt,YQ),e(nt,J3),e(J3,JQ),e(nt,VQ),e(nt,V3),e(V3,KQ),e(nt,XQ),e(nt,K3),e(K3,ZQ),e(nt,HQ),e(nt,X3),e(X3,zQ),e(c,UQ),e(c,lt),e(lt,Z3),e(Z3,qQ),e(lt,jQ),e(lt,H3),e(H3,QQ),e(lt,$Q),e(lt,z3),e(z3,e$),e(lt,t$),e(lt,U3),e(U3,r$),e(lt,a$),e(lt,q3),e(q3,n$),e(lt,l$),e(lt,j3),e(j3,o$),e(c,i$),e(c,ot),e(ot,Q3),e(Q3,d$),e(ot,s$),e(ot,$3),e($3,h$),e(ot,g$),e(ot,e5),e(e5,c$),e(ot,f$),e(ot,t5),e(t5,u$),e(ot,v$),e(ot,r5),e(r5,E$),e(ot,T$),e(ot,a5),e(a5,_$),e(c,m$),e(c,it),e(it,n5),e(n5,p$),e(it,D$),e(it,l5),e(l5,y$),e(it,A$),e(it,o5),e(o5,R$),e(it,L$),e(it,i5),e(i5,b$),e(it,S$),e(it,d5),e(d5,w$),e(it,M$),e(it,s5),e(s5,P$),e(c,G$),e(c,dt),e(dt,h5),e(h5,k$),e(dt,N$),e(dt,g5),e(g5,C$),e(dt,B$),e(dt,c5),e(c5,I$),e(dt,x$),e(dt,f5),e(f5,O$),e(dt,F$),e(dt,u5),e(u5,W$),e(dt,Y$),e(dt,v5),e(v5,J$),e(c,V$),e(c,st),e(st,E5),e(E5,K$),e(st,X$),e(st,T5),e(T5,Z$),e(st,H$),e(st,_5),e(_5,z$),e(st,U$),e(st,m5),e(m5,q$),e(st,j$),e(st,p5),e(p5,Q$),e(st,$$),e(st,D5),e(D5,eee),e(c,tee),e(c,ht),e(ht,y5),e(y5,ree),e(ht,aee),e(ht,A5),e(A5,nee),e(ht,lee),e(ht,R5),e(R5,oee),e(ht,iee),e(ht,L5),e(L5,dee),e(ht,see),e(ht,b5),e(b5,hee),e(ht,gee),e(ht,S5),e(S5,cee),e(c,fee),e(c,gt),e(gt,w5),e(w5,uee),e(gt,vee),e(gt,M5),e(M5,Eee),e(gt,Tee),e(gt,P5),e(P5,_ee),e(gt,mee),e(gt,G5),e(G5,pee),e(gt,Dee),e(gt,k5),e(k5,yee),e(gt,Aee),e(gt,N5),e(N5,Ree),e(c,Lee),e(c,ct),e(ct,C5),e(C5,bee),e(ct,See),e(ct,B5),e(B5,wee),e(ct,Mee),e(ct,I5),e(I5,Pee),e(ct,Gee),e(ct,x5),e(x5,kee),e(ct,Nee),e(ct,O5),e(O5,Cee),e(ct,Bee),e(ct,F5),e(F5,Iee),e(c,xee),e(c,ft),e(ft,W5),e(W5,Oee),e(ft,Fee),e(ft,Y5),e(Y5,Wee),e(ft,Yee),e(ft,J5),e(J5,Jee),e(ft,Vee),e(ft,V5),e(V5,Kee),e(ft,Xee),e(ft,K5),e(K5,Zee),e(ft,Hee),e(ft,X5),e(X5,zee),e(c,Uee),e(c,ut),e(ut,Z5),e(Z5,qee),e(ut,jee),e(ut,H5),e(H5,Qee),e(ut,$ee),e(ut,z5),e(z5,ete),e(ut,tte),e(ut,U5),e(U5,rte),e(ut,ate),e(ut,q5),e(q5,nte),e(ut,lte),e(ut,j5),e(j5,ote),e(c,ite),e(c,vt),e(vt,Q5),e(Q5,dte),e(vt,ste),e(vt,$5),e($5,hte),e(vt,gte),e(vt,e4),e(e4,cte),e(vt,fte),e(vt,t4),e(t4,ute),e(vt,vte),e(vt,r4),e(r4,Ete),e(vt,Tte),e(vt,a4),e(a4,_te),e(c,mte),e(c,Et),e(Et,n4),e(n4,pte),e(Et,Dte),e(Et,l4),e(l4,yte),e(Et,Ate),e(Et,o4),e(o4,Rte),e(Et,Lte),e(Et,i4),e(i4,bte),e(Et,Ste),e(Et,d4),e(d4,wte),e(Et,Mte),e(Et,s4),e(s4,Pte),e(c,Gte),e(c,Tt),e(Tt,h4),e(h4,kte),e(Tt,Nte),e(Tt,g4),e(g4,Cte),e(Tt,Bte),e(Tt,c4),e(c4,Ite),e(Tt,xte),e(Tt,f4),e(f4,Ote),e(Tt,Fte),e(Tt,u4),e(u4,Wte),e(Tt,Yte),e(Tt,v4),e(v4,Jte),e(c,Vte),e(c,_t),e(_t,E4),e(E4,Kte),e(_t,Xte),e(_t,T4),e(T4,Zte),e(_t,Hte),e(_t,_4),e(_4,zte),e(_t,Ute),e(_t,m4),e(m4,qte),e(_t,jte),e(_t,p4),e(p4,Qte),e(_t,$te),e(_t,D4),e(D4,ere),e(c,tre),e(c,mt),e(mt,y4),e(y4,rre),e(mt,are),e(mt,A4),e(A4,nre),e(mt,lre),e(mt,R4),e(R4,ore),e(mt,ire),e(mt,L4),e(L4,dre),e(mt,sre),e(mt,b4),e(b4,hre),e(mt,gre),e(mt,S4),e(S4,cre),q9=!0},p:S5e,i(u){q9||(w9(lo.$$.fragment,u),w9(ho.$$.fragment,u),w9(go.$$.fragment,u),w9(fo.$$.fragment,u),w9(Pd.$$.fragment,u),q9=!0)},o(u){M9(lo.$$.fragment,u),M9(ho.$$.fragment,u),M9(go.$$.fragment,u),M9(fo.$$.fragment,u),M9(Pd.$$.fragment,u),q9=!1},d(u){t(xa),u&&t(k9),u&&t(Oa),P9(lo),u&&t(N9),u&&t(xd),u&&t(C9),u&&t(Od),u&&t(B9),u&&t(yt),u&&t(I9),u&&t(At),u&&t(x9),u&&t(Fd),u&&t(O9),u&&t(Fa),P9(ho),u&&t(F9),u&&t(Wa),u&&t(W9),u&&t(Y9),u&&t(Ya),P9(go),u&&t(J9),u&&t(Wd),u&&t(V9),u&&t(pt),u&&t(K9),u&&t(Ud),u&&t(X9),u&&t(Va),P9(fo),u&&t(Z9),u&&t(h),u&&t(H9),u&&t(Ka),P9(Pd),u&&t(z9),u&&t(dg),u&&t(U9),u&&t(ro)}}}const P5e={local:"transformers",sections:[{local:"if-you-are-looking-for-custom-support-from-the-hugging-face-team",title:"If you are looking for custom support from the Hugging Face team"},{local:"contents",sections:[{local:"supported-models",title:"Supported models"},{local:"supported-frameworks",title:"Supported frameworks"}],title:"Contents"}],title:"\u{1F917} Transformers"};function G5e(yre){return w5e(()=>{new URLSearchParams(window.location.search).get("fw")}),[]}class C5e extends y5e{constructor(xa){super();A5e(this,xa,G5e,M5e,R5e,{})}}export{C5e as default,P5e as metadata};
