| { | |
| "best_metric": 5.247466564178467, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-200", | |
| "epoch": 0.5475701574264202, | |
| "eval_steps": 50, | |
| "global_step": 200, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0027378507871321013, | |
| "grad_norm": 2869.560302734375, | |
| "learning_rate": 1e-05, | |
| "loss": 18.9407, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0027378507871321013, | |
| "eval_loss": 5.184251308441162, | |
| "eval_runtime": 2.1423, | |
| "eval_samples_per_second": 287.075, | |
| "eval_steps_per_second": 71.886, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0054757015742642025, | |
| "grad_norm": 3299.45068359375, | |
| "learning_rate": 2e-05, | |
| "loss": 17.9501, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.008213552361396304, | |
| "grad_norm": 2877.494140625, | |
| "learning_rate": 3e-05, | |
| "loss": 18.3079, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.010951403148528405, | |
| "grad_norm": 3389.11767578125, | |
| "learning_rate": 4e-05, | |
| "loss": 19.2225, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.013689253935660506, | |
| "grad_norm": 4282.4208984375, | |
| "learning_rate": 5e-05, | |
| "loss": 19.2442, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.01642710472279261, | |
| "grad_norm": 3912.53466796875, | |
| "learning_rate": 6e-05, | |
| "loss": 18.8629, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.019164955509924708, | |
| "grad_norm": 4039.3466796875, | |
| "learning_rate": 7e-05, | |
| "loss": 18.9577, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.02190280629705681, | |
| "grad_norm": 5384.4765625, | |
| "learning_rate": 8e-05, | |
| "loss": 18.5148, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.024640657084188913, | |
| "grad_norm": 3950.795654296875, | |
| "learning_rate": 9e-05, | |
| "loss": 18.7446, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.02737850787132101, | |
| "grad_norm": 4083.84619140625, | |
| "learning_rate": 0.0001, | |
| "loss": 17.6605, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.030116358658453114, | |
| "grad_norm": 3851.057861328125, | |
| "learning_rate": 9.999316524962345e-05, | |
| "loss": 19.1159, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.03285420944558522, | |
| "grad_norm": 4973.96875, | |
| "learning_rate": 9.997266286704631e-05, | |
| "loss": 18.5552, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.03559206023271732, | |
| "grad_norm": 3997.625732421875, | |
| "learning_rate": 9.993849845741524e-05, | |
| "loss": 18.5181, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.038329911019849415, | |
| "grad_norm": 4821.0908203125, | |
| "learning_rate": 9.989068136093873e-05, | |
| "loss": 18.9077, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.04106776180698152, | |
| "grad_norm": 7009.69091796875, | |
| "learning_rate": 9.98292246503335e-05, | |
| "loss": 18.1293, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.04380561259411362, | |
| "grad_norm": 5173.1787109375, | |
| "learning_rate": 9.975414512725057e-05, | |
| "loss": 18.3298, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.04654346338124572, | |
| "grad_norm": 5275.22705078125, | |
| "learning_rate": 9.966546331768191e-05, | |
| "loss": 17.488, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.049281314168377825, | |
| "grad_norm": 6161.54345703125, | |
| "learning_rate": 9.956320346634876e-05, | |
| "loss": 18.125, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.05201916495550993, | |
| "grad_norm": 5380.9541015625, | |
| "learning_rate": 9.944739353007344e-05, | |
| "loss": 19.6235, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.05475701574264202, | |
| "grad_norm": 7076.9326171875, | |
| "learning_rate": 9.931806517013612e-05, | |
| "loss": 19.6551, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.057494866529774126, | |
| "grad_norm": 9411.6328125, | |
| "learning_rate": 9.917525374361912e-05, | |
| "loss": 19.1774, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.06023271731690623, | |
| "grad_norm": 5219.16845703125, | |
| "learning_rate": 9.901899829374047e-05, | |
| "loss": 17.0145, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.06297056810403832, | |
| "grad_norm": 5389.611328125, | |
| "learning_rate": 9.884934153917997e-05, | |
| "loss": 18.715, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.06570841889117043, | |
| "grad_norm": 4909.1533203125, | |
| "learning_rate": 9.86663298624003e-05, | |
| "loss": 18.0538, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.06844626967830253, | |
| "grad_norm": 4762.9892578125, | |
| "learning_rate": 9.847001329696653e-05, | |
| "loss": 18.122, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.07118412046543464, | |
| "grad_norm": 5046.6279296875, | |
| "learning_rate": 9.826044551386744e-05, | |
| "loss": 16.9833, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.07392197125256673, | |
| "grad_norm": 5887.14208984375, | |
| "learning_rate": 9.803768380684242e-05, | |
| "loss": 18.4829, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.07665982203969883, | |
| "grad_norm": 7543.8603515625, | |
| "learning_rate": 9.780178907671789e-05, | |
| "loss": 19.2867, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.07939767282683094, | |
| "grad_norm": 4809.97705078125, | |
| "learning_rate": 9.755282581475769e-05, | |
| "loss": 18.0179, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.08213552361396304, | |
| "grad_norm": 4606.07666015625, | |
| "learning_rate": 9.729086208503174e-05, | |
| "loss": 18.5569, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.08487337440109514, | |
| "grad_norm": 4569.7158203125, | |
| "learning_rate": 9.701596950580806e-05, | |
| "loss": 18.9656, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.08761122518822724, | |
| "grad_norm": 4704.12060546875, | |
| "learning_rate": 9.672822322997305e-05, | |
| "loss": 18.4432, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.09034907597535935, | |
| "grad_norm": 5654.9912109375, | |
| "learning_rate": 9.642770192448536e-05, | |
| "loss": 18.5611, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.09308692676249145, | |
| "grad_norm": 6667.42626953125, | |
| "learning_rate": 9.611448774886924e-05, | |
| "loss": 19.0092, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.09582477754962354, | |
| "grad_norm": 9212.4580078125, | |
| "learning_rate": 9.578866633275288e-05, | |
| "loss": 19.2947, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.09856262833675565, | |
| "grad_norm": 5465.796875, | |
| "learning_rate": 9.545032675245813e-05, | |
| "loss": 18.93, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.10130047912388775, | |
| "grad_norm": 7496.95654296875, | |
| "learning_rate": 9.509956150664796e-05, | |
| "loss": 21.2021, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.10403832991101986, | |
| "grad_norm": 8689.849609375, | |
| "learning_rate": 9.473646649103818e-05, | |
| "loss": 20.4252, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.10677618069815195, | |
| "grad_norm": 7595.74365234375, | |
| "learning_rate": 9.43611409721806e-05, | |
| "loss": 21.0276, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.10951403148528405, | |
| "grad_norm": 7750.20166015625, | |
| "learning_rate": 9.397368756032445e-05, | |
| "loss": 21.0263, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.11225188227241616, | |
| "grad_norm": 9827.46875, | |
| "learning_rate": 9.357421218136386e-05, | |
| "loss": 21.9128, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.11498973305954825, | |
| "grad_norm": 6157.37744140625, | |
| "learning_rate": 9.316282404787871e-05, | |
| "loss": 20.8637, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.11772758384668036, | |
| "grad_norm": 7301.2265625, | |
| "learning_rate": 9.273963562927695e-05, | |
| "loss": 21.7574, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.12046543463381246, | |
| "grad_norm": 7452.45654296875, | |
| "learning_rate": 9.230476262104677e-05, | |
| "loss": 21.4877, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.12320328542094455, | |
| "grad_norm": 6658.0244140625, | |
| "learning_rate": 9.185832391312644e-05, | |
| "loss": 21.5988, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.12594113620807665, | |
| "grad_norm": 9002.0439453125, | |
| "learning_rate": 9.140044155740101e-05, | |
| "loss": 21.8134, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.12867898699520877, | |
| "grad_norm": 8484.044921875, | |
| "learning_rate": 9.093124073433463e-05, | |
| "loss": 22.6028, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.13141683778234087, | |
| "grad_norm": 5393.41650390625, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 21.4441, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.13415468856947296, | |
| "grad_norm": 7081.9052734375, | |
| "learning_rate": 8.995939984474624e-05, | |
| "loss": 21.2952, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.13689253935660506, | |
| "grad_norm": 8458.6767578125, | |
| "learning_rate": 8.945702546981969e-05, | |
| "loss": 21.0256, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.13689253935660506, | |
| "eval_loss": 5.5685906410217285, | |
| "eval_runtime": 2.1364, | |
| "eval_samples_per_second": 287.871, | |
| "eval_steps_per_second": 72.085, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.13963039014373715, | |
| "grad_norm": 3334.87939453125, | |
| "learning_rate": 8.894386393810563e-05, | |
| "loss": 23.6486, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 0.14236824093086928, | |
| "grad_norm": 2512.7841796875, | |
| "learning_rate": 8.842005554284296e-05, | |
| "loss": 22.699, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 0.14510609171800137, | |
| "grad_norm": 1850.7974853515625, | |
| "learning_rate": 8.788574348801675e-05, | |
| "loss": 21.8799, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 0.14784394250513347, | |
| "grad_norm": 3691.093505859375, | |
| "learning_rate": 8.73410738492077e-05, | |
| "loss": 21.4601, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 0.15058179329226556, | |
| "grad_norm": 2152.451904296875, | |
| "learning_rate": 8.678619553365659e-05, | |
| "loss": 21.5812, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.15331964407939766, | |
| "grad_norm": 3066.42529296875, | |
| "learning_rate": 8.622126023955446e-05, | |
| "loss": 22.5719, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 0.15605749486652978, | |
| "grad_norm": 2297.962158203125, | |
| "learning_rate": 8.564642241456986e-05, | |
| "loss": 21.2545, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 0.15879534565366188, | |
| "grad_norm": 2484.205810546875, | |
| "learning_rate": 8.506183921362443e-05, | |
| "loss": 22.9001, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 0.16153319644079397, | |
| "grad_norm": 3208.600830078125, | |
| "learning_rate": 8.44676704559283e-05, | |
| "loss": 21.5575, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 0.16427104722792607, | |
| "grad_norm": 3078.96630859375, | |
| "learning_rate": 8.386407858128706e-05, | |
| "loss": 21.7485, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.16700889801505817, | |
| "grad_norm": 3359.209228515625, | |
| "learning_rate": 8.32512286056924e-05, | |
| "loss": 21.8616, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 0.1697467488021903, | |
| "grad_norm": 2449.829833984375, | |
| "learning_rate": 8.262928807620843e-05, | |
| "loss": 22.6381, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 0.17248459958932238, | |
| "grad_norm": 4092.363037109375, | |
| "learning_rate": 8.199842702516583e-05, | |
| "loss": 22.4161, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 0.17522245037645448, | |
| "grad_norm": 3124.9306640625, | |
| "learning_rate": 8.135881792367686e-05, | |
| "loss": 22.3952, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 0.17796030116358658, | |
| "grad_norm": 2817.8486328125, | |
| "learning_rate": 8.07106356344834e-05, | |
| "loss": 22.8886, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.1806981519507187, | |
| "grad_norm": 2720.580078125, | |
| "learning_rate": 8.005405736415126e-05, | |
| "loss": 21.3383, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 0.1834360027378508, | |
| "grad_norm": 3549.72607421875, | |
| "learning_rate": 7.938926261462366e-05, | |
| "loss": 21.5768, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 0.1861738535249829, | |
| "grad_norm": 3672.636962890625, | |
| "learning_rate": 7.871643313414718e-05, | |
| "loss": 22.2083, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 0.188911704312115, | |
| "grad_norm": 2854.32177734375, | |
| "learning_rate": 7.803575286758364e-05, | |
| "loss": 22.5027, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 0.19164955509924708, | |
| "grad_norm": 3031.279052734375, | |
| "learning_rate": 7.734740790612136e-05, | |
| "loss": 22.2783, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.1943874058863792, | |
| "grad_norm": 3828.364501953125, | |
| "learning_rate": 7.66515864363997e-05, | |
| "loss": 22.2839, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 0.1971252566735113, | |
| "grad_norm": 4242.29443359375, | |
| "learning_rate": 7.594847868906076e-05, | |
| "loss": 22.0545, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 0.1998631074606434, | |
| "grad_norm": 3641.48291015625, | |
| "learning_rate": 7.52382768867422e-05, | |
| "loss": 22.1318, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 0.2026009582477755, | |
| "grad_norm": 3086.799560546875, | |
| "learning_rate": 7.452117519152542e-05, | |
| "loss": 22.5933, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 0.2053388090349076, | |
| "grad_norm": 6644.65478515625, | |
| "learning_rate": 7.379736965185368e-05, | |
| "loss": 21.4046, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.2080766598220397, | |
| "grad_norm": 4785.70703125, | |
| "learning_rate": 7.30670581489344e-05, | |
| "loss": 22.3585, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 0.2108145106091718, | |
| "grad_norm": 3184.20654296875, | |
| "learning_rate": 7.233044034264034e-05, | |
| "loss": 21.6925, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 0.2135523613963039, | |
| "grad_norm": 4529.197265625, | |
| "learning_rate": 7.158771761692464e-05, | |
| "loss": 21.0992, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 0.216290212183436, | |
| "grad_norm": 5615.53759765625, | |
| "learning_rate": 7.083909302476453e-05, | |
| "loss": 21.2176, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 0.2190280629705681, | |
| "grad_norm": 4465.0966796875, | |
| "learning_rate": 7.008477123264848e-05, | |
| "loss": 20.9185, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.22176591375770022, | |
| "grad_norm": 4487.5703125, | |
| "learning_rate": 6.932495846462261e-05, | |
| "loss": 21.5685, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 0.2245037645448323, | |
| "grad_norm": 3949.593994140625, | |
| "learning_rate": 6.855986244591104e-05, | |
| "loss": 21.399, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 0.2272416153319644, | |
| "grad_norm": 5499.59228515625, | |
| "learning_rate": 6.778969234612584e-05, | |
| "loss": 22.0713, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 0.2299794661190965, | |
| "grad_norm": 4665.52734375, | |
| "learning_rate": 6.701465872208216e-05, | |
| "loss": 21.8885, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 0.2327173169062286, | |
| "grad_norm": 3186.498779296875, | |
| "learning_rate": 6.623497346023418e-05, | |
| "loss": 21.87, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.23545516769336072, | |
| "grad_norm": 5759.07763671875, | |
| "learning_rate": 6.545084971874738e-05, | |
| "loss": 21.9995, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 0.23819301848049282, | |
| "grad_norm": 5038.76025390625, | |
| "learning_rate": 6.466250186922325e-05, | |
| "loss": 22.0786, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 0.24093086926762491, | |
| "grad_norm": 4387.96923828125, | |
| "learning_rate": 6.387014543809223e-05, | |
| "loss": 21.6851, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 0.243668720054757, | |
| "grad_norm": 2766.3203125, | |
| "learning_rate": 6.307399704769099e-05, | |
| "loss": 21.6898, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 0.2464065708418891, | |
| "grad_norm": 3970.920654296875, | |
| "learning_rate": 6.227427435703997e-05, | |
| "loss": 22.7555, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.24914442162902123, | |
| "grad_norm": 3838.981201171875, | |
| "learning_rate": 6.147119600233758e-05, | |
| "loss": 22.3365, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 0.2518822724161533, | |
| "grad_norm": 3907.515380859375, | |
| "learning_rate": 6.066498153718735e-05, | |
| "loss": 20.7592, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 0.2546201232032854, | |
| "grad_norm": 5557.63232421875, | |
| "learning_rate": 5.985585137257401e-05, | |
| "loss": 21.8049, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 0.25735797399041754, | |
| "grad_norm": 4137.37744140625, | |
| "learning_rate": 5.90440267166055e-05, | |
| "loss": 22.4302, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 0.2600958247775496, | |
| "grad_norm": 3966.4287109375, | |
| "learning_rate": 5.8229729514036705e-05, | |
| "loss": 21.5639, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.26283367556468173, | |
| "grad_norm": 3949.333984375, | |
| "learning_rate": 5.74131823855921e-05, | |
| "loss": 21.8001, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 0.2655715263518138, | |
| "grad_norm": 4312.3271484375, | |
| "learning_rate": 5.6594608567103456e-05, | |
| "loss": 21.6497, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 0.2683093771389459, | |
| "grad_norm": 4580.8916015625, | |
| "learning_rate": 5.577423184847932e-05, | |
| "loss": 22.6536, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 0.27104722792607805, | |
| "grad_norm": 6759.92724609375, | |
| "learning_rate": 5.495227651252315e-05, | |
| "loss": 22.1202, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 0.2737850787132101, | |
| "grad_norm": 7867.4287109375, | |
| "learning_rate": 5.4128967273616625e-05, | |
| "loss": 21.4744, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.2737850787132101, | |
| "eval_loss": 5.565637111663818, | |
| "eval_runtime": 2.1311, | |
| "eval_samples_per_second": 288.582, | |
| "eval_steps_per_second": 72.263, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.27652292950034224, | |
| "grad_norm": 1168.2845458984375, | |
| "learning_rate": 5.330452921628497e-05, | |
| "loss": 25.9074, | |
| "step": 101 | |
| }, | |
| { | |
| "epoch": 0.2792607802874743, | |
| "grad_norm": 942.9157104492188, | |
| "learning_rate": 5.247918773366112e-05, | |
| "loss": 23.996, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 0.28199863107460643, | |
| "grad_norm": 1322.2786865234375, | |
| "learning_rate": 5.165316846586541e-05, | |
| "loss": 22.5146, | |
| "step": 103 | |
| }, | |
| { | |
| "epoch": 0.28473648186173856, | |
| "grad_norm": 1830.467529296875, | |
| "learning_rate": 5.0826697238317935e-05, | |
| "loss": 22.4435, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 0.2874743326488706, | |
| "grad_norm": 1752.7239990234375, | |
| "learning_rate": 5e-05, | |
| "loss": 21.6148, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.29021218343600275, | |
| "grad_norm": 1231.7613525390625, | |
| "learning_rate": 4.917330276168208e-05, | |
| "loss": 22.1886, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 0.2929500342231348, | |
| "grad_norm": 1728.1563720703125, | |
| "learning_rate": 4.834683153413459e-05, | |
| "loss": 22.3693, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 0.29568788501026694, | |
| "grad_norm": 1733.2125244140625, | |
| "learning_rate": 4.7520812266338885e-05, | |
| "loss": 22.247, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 0.29842573579739906, | |
| "grad_norm": 1734.533935546875, | |
| "learning_rate": 4.669547078371504e-05, | |
| "loss": 21.8739, | |
| "step": 109 | |
| }, | |
| { | |
| "epoch": 0.30116358658453113, | |
| "grad_norm": 1873.6116943359375, | |
| "learning_rate": 4.5871032726383386e-05, | |
| "loss": 21.815, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.30390143737166325, | |
| "grad_norm": 1351.445556640625, | |
| "learning_rate": 4.504772348747687e-05, | |
| "loss": 21.1957, | |
| "step": 111 | |
| }, | |
| { | |
| "epoch": 0.3066392881587953, | |
| "grad_norm": 2103.620361328125, | |
| "learning_rate": 4.4225768151520694e-05, | |
| "loss": 21.7416, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 0.30937713894592744, | |
| "grad_norm": 1383.822021484375, | |
| "learning_rate": 4.3405391432896555e-05, | |
| "loss": 21.6563, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 0.31211498973305957, | |
| "grad_norm": 1721.58740234375, | |
| "learning_rate": 4.2586817614407895e-05, | |
| "loss": 22.5202, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 0.31485284052019163, | |
| "grad_norm": 1968.678955078125, | |
| "learning_rate": 4.17702704859633e-05, | |
| "loss": 21.7438, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 0.31759069130732376, | |
| "grad_norm": 1647.9808349609375, | |
| "learning_rate": 4.095597328339452e-05, | |
| "loss": 21.0037, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 0.3203285420944558, | |
| "grad_norm": 1761.572509765625, | |
| "learning_rate": 4.0144148627425993e-05, | |
| "loss": 21.8027, | |
| "step": 117 | |
| }, | |
| { | |
| "epoch": 0.32306639288158795, | |
| "grad_norm": 2769.5302734375, | |
| "learning_rate": 3.933501846281267e-05, | |
| "loss": 21.9951, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 0.3258042436687201, | |
| "grad_norm": 2277.421875, | |
| "learning_rate": 3.852880399766243e-05, | |
| "loss": 21.12, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 0.32854209445585214, | |
| "grad_norm": 2341.66650390625, | |
| "learning_rate": 3.772572564296005e-05, | |
| "loss": 22.025, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.33127994524298426, | |
| "grad_norm": 1773.951416015625, | |
| "learning_rate": 3.6926002952309016e-05, | |
| "loss": 21.2627, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 0.33401779603011633, | |
| "grad_norm": 1828.259521484375, | |
| "learning_rate": 3.612985456190778e-05, | |
| "loss": 22.3545, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 0.33675564681724846, | |
| "grad_norm": 2535.53076171875, | |
| "learning_rate": 3.533749813077677e-05, | |
| "loss": 21.6817, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 0.3394934976043806, | |
| "grad_norm": 2379.452880859375, | |
| "learning_rate": 3.4549150281252636e-05, | |
| "loss": 21.8373, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 0.34223134839151265, | |
| "grad_norm": 3527.873046875, | |
| "learning_rate": 3.3765026539765834e-05, | |
| "loss": 21.5692, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.34496919917864477, | |
| "grad_norm": 2357.097900390625, | |
| "learning_rate": 3.298534127791785e-05, | |
| "loss": 21.7367, | |
| "step": 126 | |
| }, | |
| { | |
| "epoch": 0.34770704996577684, | |
| "grad_norm": 1879.040771484375, | |
| "learning_rate": 3.221030765387417e-05, | |
| "loss": 20.2953, | |
| "step": 127 | |
| }, | |
| { | |
| "epoch": 0.35044490075290896, | |
| "grad_norm": 3364.228271484375, | |
| "learning_rate": 3.144013755408895e-05, | |
| "loss": 22.1799, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 0.3531827515400411, | |
| "grad_norm": 2147.4453125, | |
| "learning_rate": 3.0675041535377405e-05, | |
| "loss": 21.9013, | |
| "step": 129 | |
| }, | |
| { | |
| "epoch": 0.35592060232717315, | |
| "grad_norm": 2385.769775390625, | |
| "learning_rate": 2.991522876735154e-05, | |
| "loss": 21.7978, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.3586584531143053, | |
| "grad_norm": 2511.2177734375, | |
| "learning_rate": 2.916090697523549e-05, | |
| "loss": 22.1258, | |
| "step": 131 | |
| }, | |
| { | |
| "epoch": 0.3613963039014374, | |
| "grad_norm": 2592.1796875, | |
| "learning_rate": 2.8412282383075363e-05, | |
| "loss": 21.5315, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 0.36413415468856947, | |
| "grad_norm": 2833.41064453125, | |
| "learning_rate": 2.766955965735968e-05, | |
| "loss": 21.7618, | |
| "step": 133 | |
| }, | |
| { | |
| "epoch": 0.3668720054757016, | |
| "grad_norm": 5354.45654296875, | |
| "learning_rate": 2.693294185106562e-05, | |
| "loss": 22.2704, | |
| "step": 134 | |
| }, | |
| { | |
| "epoch": 0.36960985626283366, | |
| "grad_norm": 2638.498779296875, | |
| "learning_rate": 2.6202630348146324e-05, | |
| "loss": 20.916, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 0.3723477070499658, | |
| "grad_norm": 2750.00537109375, | |
| "learning_rate": 2.547882480847461e-05, | |
| "loss": 21.635, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 0.3750855578370979, | |
| "grad_norm": 3375.379638671875, | |
| "learning_rate": 2.476172311325783e-05, | |
| "loss": 21.3345, | |
| "step": 137 | |
| }, | |
| { | |
| "epoch": 0.37782340862423, | |
| "grad_norm": 3189.904296875, | |
| "learning_rate": 2.405152131093926e-05, | |
| "loss": 21.4638, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 0.3805612594113621, | |
| "grad_norm": 5572.9091796875, | |
| "learning_rate": 2.3348413563600325e-05, | |
| "loss": 21.5838, | |
| "step": 139 | |
| }, | |
| { | |
| "epoch": 0.38329911019849416, | |
| "grad_norm": 3437.836669921875, | |
| "learning_rate": 2.2652592093878666e-05, | |
| "loss": 21.4991, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.3860369609856263, | |
| "grad_norm": 4173.70947265625, | |
| "learning_rate": 2.196424713241637e-05, | |
| "loss": 21.0687, | |
| "step": 141 | |
| }, | |
| { | |
| "epoch": 0.3887748117727584, | |
| "grad_norm": 4284.75732421875, | |
| "learning_rate": 2.128356686585282e-05, | |
| "loss": 20.7872, | |
| "step": 142 | |
| }, | |
| { | |
| "epoch": 0.3915126625598905, | |
| "grad_norm": 4492.8427734375, | |
| "learning_rate": 2.061073738537635e-05, | |
| "loss": 21.2808, | |
| "step": 143 | |
| }, | |
| { | |
| "epoch": 0.3942505133470226, | |
| "grad_norm": 5982.513671875, | |
| "learning_rate": 1.9945942635848748e-05, | |
| "loss": 21.4427, | |
| "step": 144 | |
| }, | |
| { | |
| "epoch": 0.39698836413415467, | |
| "grad_norm": 4533.22900390625, | |
| "learning_rate": 1.928936436551661e-05, | |
| "loss": 21.1165, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 0.3997262149212868, | |
| "grad_norm": 3245.87353515625, | |
| "learning_rate": 1.8641182076323148e-05, | |
| "loss": 20.9156, | |
| "step": 146 | |
| }, | |
| { | |
| "epoch": 0.4024640657084189, | |
| "grad_norm": 5858.158203125, | |
| "learning_rate": 1.800157297483417e-05, | |
| "loss": 21.3943, | |
| "step": 147 | |
| }, | |
| { | |
| "epoch": 0.405201916495551, | |
| "grad_norm": 8529.74609375, | |
| "learning_rate": 1.7370711923791567e-05, | |
| "loss": 20.7764, | |
| "step": 148 | |
| }, | |
| { | |
| "epoch": 0.4079397672826831, | |
| "grad_norm": 5922.708984375, | |
| "learning_rate": 1.6748771394307585e-05, | |
| "loss": 21.1832, | |
| "step": 149 | |
| }, | |
| { | |
| "epoch": 0.4106776180698152, | |
| "grad_norm": 6118.82958984375, | |
| "learning_rate": 1.6135921418712956e-05, | |
| "loss": 20.7851, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.4106776180698152, | |
| "eval_loss": 5.317856788635254, | |
| "eval_runtime": 2.1337, | |
| "eval_samples_per_second": 288.235, | |
| "eval_steps_per_second": 72.176, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.4134154688569473, | |
| "grad_norm": 1872.77685546875, | |
| "learning_rate": 1.553232954407171e-05, | |
| "loss": 22.2569, | |
| "step": 151 | |
| }, | |
| { | |
| "epoch": 0.4161533196440794, | |
| "grad_norm": 1534.3037109375, | |
| "learning_rate": 1.4938160786375572e-05, | |
| "loss": 22.2431, | |
| "step": 152 | |
| }, | |
| { | |
| "epoch": 0.4188911704312115, | |
| "grad_norm": 1850.4324951171875, | |
| "learning_rate": 1.435357758543015e-05, | |
| "loss": 22.1803, | |
| "step": 153 | |
| }, | |
| { | |
| "epoch": 0.4216290212183436, | |
| "grad_norm": 2013.541015625, | |
| "learning_rate": 1.3778739760445552e-05, | |
| "loss": 21.0909, | |
| "step": 154 | |
| }, | |
| { | |
| "epoch": 0.4243668720054757, | |
| "grad_norm": 1362.583984375, | |
| "learning_rate": 1.3213804466343421e-05, | |
| "loss": 20.5832, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 0.4271047227926078, | |
| "grad_norm": 1862.6373291015625, | |
| "learning_rate": 1.2658926150792322e-05, | |
| "loss": 21.6435, | |
| "step": 156 | |
| }, | |
| { | |
| "epoch": 0.42984257357973993, | |
| "grad_norm": 1716.3819580078125, | |
| "learning_rate": 1.2114256511983274e-05, | |
| "loss": 21.5584, | |
| "step": 157 | |
| }, | |
| { | |
| "epoch": 0.432580424366872, | |
| "grad_norm": 2431.09765625, | |
| "learning_rate": 1.157994445715706e-05, | |
| "loss": 21.4107, | |
| "step": 158 | |
| }, | |
| { | |
| "epoch": 0.4353182751540041, | |
| "grad_norm": 1921.3095703125, | |
| "learning_rate": 1.1056136061894384e-05, | |
| "loss": 21.5094, | |
| "step": 159 | |
| }, | |
| { | |
| "epoch": 0.4380561259411362, | |
| "grad_norm": 2468.018310546875, | |
| "learning_rate": 1.0542974530180327e-05, | |
| "loss": 20.9342, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.4407939767282683, | |
| "grad_norm": 2785.00732421875, | |
| "learning_rate": 1.0040600155253765e-05, | |
| "loss": 20.8618, | |
| "step": 161 | |
| }, | |
| { | |
| "epoch": 0.44353182751540043, | |
| "grad_norm": 1683.6207275390625, | |
| "learning_rate": 9.549150281252633e-06, | |
| "loss": 21.5471, | |
| "step": 162 | |
| }, | |
| { | |
| "epoch": 0.4462696783025325, | |
| "grad_norm": 2032.5487060546875, | |
| "learning_rate": 9.068759265665384e-06, | |
| "loss": 20.6241, | |
| "step": 163 | |
| }, | |
| { | |
| "epoch": 0.4490075290896646, | |
| "grad_norm": 1672.19873046875, | |
| "learning_rate": 8.599558442598998e-06, | |
| "loss": 21.4172, | |
| "step": 164 | |
| }, | |
| { | |
| "epoch": 0.4517453798767967, | |
| "grad_norm": 1837.2938232421875, | |
| "learning_rate": 8.141676086873572e-06, | |
| "loss": 20.6563, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 0.4544832306639288, | |
| "grad_norm": 3977.8662109375, | |
| "learning_rate": 7.695237378953223e-06, | |
| "loss": 20.1397, | |
| "step": 166 | |
| }, | |
| { | |
| "epoch": 0.45722108145106094, | |
| "grad_norm": 3161.969482421875, | |
| "learning_rate": 7.260364370723044e-06, | |
| "loss": 20.9031, | |
| "step": 167 | |
| }, | |
| { | |
| "epoch": 0.459958932238193, | |
| "grad_norm": 2307.077880859375, | |
| "learning_rate": 6.837175952121306e-06, | |
| "loss": 21.5183, | |
| "step": 168 | |
| }, | |
| { | |
| "epoch": 0.46269678302532513, | |
| "grad_norm": 2354.14697265625, | |
| "learning_rate": 6.425787818636131e-06, | |
| "loss": 21.1961, | |
| "step": 169 | |
| }, | |
| { | |
| "epoch": 0.4654346338124572, | |
| "grad_norm": 2700.833740234375, | |
| "learning_rate": 6.026312439675552e-06, | |
| "loss": 20.6793, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.4681724845995893, | |
| "grad_norm": 2215.9658203125, | |
| "learning_rate": 5.6388590278194096e-06, | |
| "loss": 21.1577, | |
| "step": 171 | |
| }, | |
| { | |
| "epoch": 0.47091033538672145, | |
| "grad_norm": 3172.705810546875, | |
| "learning_rate": 5.263533508961827e-06, | |
| "loss": 20.1834, | |
| "step": 172 | |
| }, | |
| { | |
| "epoch": 0.4736481861738535, | |
| "grad_norm": 2935.427001953125, | |
| "learning_rate": 4.900438493352055e-06, | |
| "loss": 21.1244, | |
| "step": 173 | |
| }, | |
| { | |
| "epoch": 0.47638603696098564, | |
| "grad_norm": 3998.6240234375, | |
| "learning_rate": 4.549673247541875e-06, | |
| "loss": 21.0286, | |
| "step": 174 | |
| }, | |
| { | |
| "epoch": 0.4791238877481177, | |
| "grad_norm": 2781.40625, | |
| "learning_rate": 4.2113336672471245e-06, | |
| "loss": 19.8333, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.48186173853524983, | |
| "grad_norm": 3193.22509765625, | |
| "learning_rate": 3.885512251130763e-06, | |
| "loss": 21.8278, | |
| "step": 176 | |
| }, | |
| { | |
| "epoch": 0.48459958932238195, | |
| "grad_norm": 3767.453369140625, | |
| "learning_rate": 3.5722980755146517e-06, | |
| "loss": 21.2134, | |
| "step": 177 | |
| }, | |
| { | |
| "epoch": 0.487337440109514, | |
| "grad_norm": 3105.34033203125, | |
| "learning_rate": 3.271776770026963e-06, | |
| "loss": 21.0267, | |
| "step": 178 | |
| }, | |
| { | |
| "epoch": 0.49007529089664614, | |
| "grad_norm": 3699.114501953125, | |
| "learning_rate": 2.9840304941919415e-06, | |
| "loss": 20.2173, | |
| "step": 179 | |
| }, | |
| { | |
| "epoch": 0.4928131416837782, | |
| "grad_norm": 2566.81201171875, | |
| "learning_rate": 2.7091379149682685e-06, | |
| "loss": 21.2091, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.49555099247091033, | |
| "grad_norm": 2592.570556640625, | |
| "learning_rate": 2.4471741852423237e-06, | |
| "loss": 21.1579, | |
| "step": 181 | |
| }, | |
| { | |
| "epoch": 0.49828884325804246, | |
| "grad_norm": 4382.9091796875, | |
| "learning_rate": 2.1982109232821178e-06, | |
| "loss": 21.8012, | |
| "step": 182 | |
| }, | |
| { | |
| "epoch": 0.5010266940451745, | |
| "grad_norm": 3561.0341796875, | |
| "learning_rate": 1.962316193157593e-06, | |
| "loss": 20.7861, | |
| "step": 183 | |
| }, | |
| { | |
| "epoch": 0.5037645448323066, | |
| "grad_norm": 2896.11474609375, | |
| "learning_rate": 1.7395544861325718e-06, | |
| "loss": 21.4137, | |
| "step": 184 | |
| }, | |
| { | |
| "epoch": 0.5065023956194388, | |
| "grad_norm": 4552.0712890625, | |
| "learning_rate": 1.5299867030334814e-06, | |
| "loss": 20.9947, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 0.5092402464065708, | |
| "grad_norm": 3301.87353515625, | |
| "learning_rate": 1.333670137599713e-06, | |
| "loss": 21.8624, | |
| "step": 186 | |
| }, | |
| { | |
| "epoch": 0.5119780971937029, | |
| "grad_norm": 7506.54345703125, | |
| "learning_rate": 1.1506584608200367e-06, | |
| "loss": 21.8487, | |
| "step": 187 | |
| }, | |
| { | |
| "epoch": 0.5147159479808351, | |
| "grad_norm": 4901.4677734375, | |
| "learning_rate": 9.810017062595322e-07, | |
| "loss": 21.3934, | |
| "step": 188 | |
| }, | |
| { | |
| "epoch": 0.5174537987679672, | |
| "grad_norm": 7550.8125, | |
| "learning_rate": 8.247462563808817e-07, | |
| "loss": 21.7613, | |
| "step": 189 | |
| }, | |
| { | |
| "epoch": 0.5201916495550992, | |
| "grad_norm": 6221.083984375, | |
| "learning_rate": 6.819348298638839e-07, | |
| "loss": 20.6848, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.5229295003422314, | |
| "grad_norm": 5665.91650390625, | |
| "learning_rate": 5.526064699265753e-07, | |
| "loss": 21.8913, | |
| "step": 191 | |
| }, | |
| { | |
| "epoch": 0.5256673511293635, | |
| "grad_norm": 4058.3818359375, | |
| "learning_rate": 4.367965336512403e-07, | |
| "loss": 22.0122, | |
| "step": 192 | |
| }, | |
| { | |
| "epoch": 0.5284052019164955, | |
| "grad_norm": 4175.564453125, | |
| "learning_rate": 3.3453668231809286e-07, | |
| "loss": 21.4304, | |
| "step": 193 | |
| }, | |
| { | |
| "epoch": 0.5311430527036276, | |
| "grad_norm": 4648.82568359375, | |
| "learning_rate": 2.458548727494292e-07, | |
| "loss": 21.2028, | |
| "step": 194 | |
| }, | |
| { | |
| "epoch": 0.5338809034907598, | |
| "grad_norm": 4365.23583984375, | |
| "learning_rate": 1.7077534966650766e-07, | |
| "loss": 22.0969, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 0.5366187542778919, | |
| "grad_norm": 3843.424072265625, | |
| "learning_rate": 1.0931863906127327e-07, | |
| "loss": 21.2312, | |
| "step": 196 | |
| }, | |
| { | |
| "epoch": 0.5393566050650239, | |
| "grad_norm": 7738.5390625, | |
| "learning_rate": 6.150154258476315e-08, | |
| "loss": 22.2269, | |
| "step": 197 | |
| }, | |
| { | |
| "epoch": 0.5420944558521561, | |
| "grad_norm": 3570.88232421875, | |
| "learning_rate": 2.7337132953697554e-08, | |
| "loss": 20.8003, | |
| "step": 198 | |
| }, | |
| { | |
| "epoch": 0.5448323066392882, | |
| "grad_norm": 4533.88525390625, | |
| "learning_rate": 6.834750376549792e-09, | |
| "loss": 21.8544, | |
| "step": 199 | |
| }, | |
| { | |
| "epoch": 0.5475701574264202, | |
| "grad_norm": 6495.978515625, | |
| "learning_rate": 0.0, | |
| "loss": 21.446, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.5475701574264202, | |
| "eval_loss": 5.247466564178467, | |
| "eval_runtime": 2.1294, | |
| "eval_samples_per_second": 288.817, | |
| "eval_steps_per_second": 72.322, | |
| "step": 200 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 200, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 50, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 5, | |
| "early_stopping_threshold": 0.0 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 0 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 337932019826688.0, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |