ht-stmini-cls-v6_ftis_noPretrain-cssl-npsNonennsNone-masked

This model is a fine-tuned version of on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 40.4007
• Accuracy: 0.9252
• Macro F1: 0.8229

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 0.0001
• train_batch_size: 8
• eval_batch_size: 4
• seed: 42
• optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 6733
• training_steps: 134674

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Macro F1
1058.768	0.0013	174	903.1061	0.0521	0.0276
302.8637	1.0013	348	219.2956	0.0904	0.0381
95.7511	2.0013	522	326.8114	0.2266	0.0658
78.4313	3.0013	696	354.0350	0.3470	0.0917
69.5464	4.0013	870	385.0882	0.4182	0.1065
65.2821	5.0013	1044	409.7349	0.4612	0.1149
60.9194	6.0012	1218	362.8458	0.4804	0.1192
58.2193	7.0012	1392	398.8410	0.5011	0.1249
54.4017	8.0012	1566	399.3748	0.5141	0.1272
52.1109	9.0012	1740	392.4926	0.5297	0.1302
48.5245	10.0012	1914	361.4272	0.5345	0.1322
46.4394	11.0012	2088	284.8040	0.5392	0.1331
44.9365	12.0012	2262	251.8859	0.5479	0.1360
42.4856	13.0012	2436	224.2316	0.5526	0.1381
40.3551	14.0012	2610	182.5441	0.5662	0.1419
38.3803	15.0012	2784	168.5659	0.5665	0.1428
36.585	16.0012	2958	158.2095	0.5777	0.1460
34.9725	17.0012	3132	149.1070	0.5800	0.1490
33.1353	18.0012	3306	128.2565	0.5792	0.1509
31.8966	19.0012	3480	121.3380	0.6056	0.1571
30.0095	20.0011	3654	106.0147	0.5882	0.1600
28.3575	21.0011	3828	107.7094	0.6138	0.1686
26.1836	22.0011	4002	98.3186	0.6123	0.1715
25.1814	23.0011	4176	90.8617	0.6216	0.1794
23.1748	24.0011	4350	85.9976	0.6236	0.1883
21.1803	25.0011	4524	80.6459	0.6534	0.1921
20.2536	26.0011	4698	77.4688	0.6687	0.2123
18.7913	27.0011	4872	71.6915	0.6731	0.2142
17.3466	28.0011	5046	71.8286	0.6786	0.2241
16.4451	29.0011	5220	70.2575	0.6960	0.2510
15.5112	30.0011	5394	70.7488	0.7041	0.2575
14.1935	31.0011	5568	64.6462	0.7074	0.2713
14.2574	32.0011	5742	66.1510	0.7120	0.2860
12.4453	33.0010	5916	61.1035	0.7253	0.2964
11.8568	34.0010	6090	61.0196	0.7168	0.3049
10.731	35.0010	6264	70.6306	0.7328	0.3331
10.1356	36.0010	6438	58.4792	0.7437	0.3463
9.318	37.0010	6612	57.9372	0.7431	0.3532
9.0227	38.0010	6786	66.2533	0.7525	0.3696
8.2078	39.0010	6960	64.2905	0.7643	0.3945
7.5571	40.0010	7134	60.4497	0.7596	0.3979
7.1758	41.0010	7308	67.4727	0.7711	0.4100
6.7702	42.0010	7482	68.5978	0.7771	0.4229
6.1002	43.0010	7656	74.4439	0.7798	0.4403
5.7728	44.0010	7830	69.5670	0.7801	0.4485
5.1659	45.0010	8004	69.5194	0.7896	0.4519
4.7854	46.0010	8178	66.7023	0.7894	0.4568
4.593	47.0009	8352	82.9398	0.7854	0.4718
4.2214	48.0009	8526	78.9803	0.7963	0.4714
3.7953	49.0009	8700	80.9261	0.7988	0.4844
3.6161	50.0009	8874	75.4678	0.8023	0.4977
3.8841	51.0009	9048	83.3644	0.7969	0.4857
3.2126	52.0009	9222	76.7733	0.8055	0.5051
2.8338	53.0009	9396	80.0934	0.8042	0.5124
2.7141	54.0009	9570	79.4974	0.8131	0.5140
2.6783	55.0009	9744	80.7617	0.8084	0.5162
2.1781	56.0009	9918	72.0322	0.8170	0.5268
2.0639	57.0009	10092	79.9103	0.8216	0.5425
2.0582	58.0009	10266	81.0863	0.8154	0.5408
1.8545	59.0009	10440	78.7189	0.8274	0.5510
1.7443	60.0008	10614	79.8855	0.8287	0.5587
1.6105	61.0008	10788	84.5002	0.8319	0.5588
1.4347	62.0008	10962	89.3110	0.8355	0.5638
1.2463	63.0008	11136	84.1584	0.8399	0.5737
1.0172	64.0008	11310	65.4737	0.8414	0.5740
0.8612	65.0008	11484	54.9639	0.8329	0.5526
0.6844	66.0008	11658	55.0387	0.8412	0.5739
0.6818	67.0008	11832	53.5930	0.8492	0.5785
0.5892	68.0008	12006	70.1320	0.8526	0.5934
0.5648	69.0008	12180	69.6997	0.8514	0.5967
0.5655	70.0008	12354	73.2505	0.8549	0.6024
0.4963	71.0008	12528	67.4335	0.8498	0.6035
0.5229	72.0008	12702	72.7230	0.8571	0.6080
0.4048	73.0007	12876	66.1359	0.8605	0.6222
0.4078	74.0007	13050	65.4070	0.8641	0.6226
0.3733	75.0007	13224	60.0746	0.8629	0.6241
0.3758	76.0007	13398	66.0019	0.8609	0.6251
0.3442	77.0007	13572	63.3175	0.8717	0.6400
0.3059	78.0007	13746	67.6954	0.8660	0.6372
0.2867	79.0007	13920	59.4604	0.8768	0.6451
0.3113	80.0007	14094	59.2486	0.8715	0.6401
0.2823	81.0007	14268	56.5899	0.8769	0.6551
0.2496	82.0007	14442	56.0448	0.8802	0.6603
0.2461	83.0007	14616	52.7884	0.8776	0.6571
0.2295	84.0007	14790	54.9771	0.8735	0.6628
0.2256	85.0007	14964	53.1925	0.8772	0.6719
0.2191	86.0007	15138	47.3722	0.8849	0.6776
0.216	87.0006	15312	46.2669	0.8824	0.6720
0.1963	88.0006	15486	45.9061	0.8850	0.6685
0.2035	89.0006	15660	44.1860	0.8825	0.6820
0.1916	90.0006	15834	41.2766	0.8860	0.6892
0.1973	91.0006	16008	41.9826	0.8882	0.6913
0.1908	92.0006	16182	45.0961	0.8855	0.6872
0.1717	93.0006	16356	41.9536	0.8869	0.6939
0.1733	94.0006	16530	40.4401	0.8889	0.6949
0.1547	95.0006	16704	35.2369	0.8901	0.6919
0.1592	96.0006	16878	37.3337	0.8920	0.6959
0.1646	97.0006	17052	40.8861	0.8884	0.7003
0.1448	98.0006	17226	37.8190	0.8932	0.7086
0.1353	99.0006	17400	34.3224	0.8900	0.7018
0.1427	100.0005	17574	33.3914	0.8935	0.7134
0.1553	101.0005	17748	34.0533	0.8940	0.7088
0.1412	102.0005	17922	33.9799	0.8960	0.7154
0.1278	103.0005	18096	34.3961	0.8971	0.7135
0.1246	104.0005	18270	34.4814	0.8921	0.7058
0.1211	105.0005	18444	31.2263	0.8938	0.7108
0.1156	106.0005	18618	31.4636	0.8958	0.7233
0.1237	107.0005	18792	36.6337	0.8957	0.7219
0.119	108.0005	18966	33.4733	0.8969	0.7197
0.1144	109.0005	19140	28.5187	0.8960	0.7254
0.1001	110.0005	19314	29.9183	0.8947	0.7188
0.1091	111.0005	19488	30.0166	0.8969	0.7146
0.1002	112.0005	19662	32.1305	0.8972	0.7213
0.0963	113.0005	19836	27.5234	0.8966	0.7276
0.0963	114.0004	20010	32.0683	0.8966	0.7253
0.1159	115.0004	20184	27.8024	0.8993	0.7284
0.0992	116.0004	20358	29.4216	0.9001	0.7317
0.1002	117.0004	20532	28.2778	0.9008	0.7396
0.1055	118.0004	20706	30.6221	0.9044	0.7352
0.0889	119.0004	20880	27.7168	0.9044	0.7390
0.093	120.0004	21054	26.6910	0.9010	0.7407
0.0741	121.0004	21228	26.9066	0.9025	0.7405
0.082	122.0004	21402	30.9631	0.9003	0.7372
0.0834	123.0004	21576	27.1792	0.9046	0.7402
0.0847	124.0004	21750	26.8367	0.9018	0.7412
0.0749	125.0004	21924	27.8746	0.9028	0.7441
0.0791	126.0004	22098	27.0783	0.8990	0.7356
0.0743	127.0003	22272	25.5253	0.9040	0.7444
0.0778	128.0003	22446	28.0174	0.9042	0.7470
0.0741	129.0003	22620	27.6009	0.9031	0.7493
0.0787	130.0003	22794	28.4356	0.9067	0.7495
0.0701	131.0003	22968	24.3254	0.9026	0.7463
0.0663	132.0003	23142	24.1960	0.9033	0.7435
0.0719	133.0003	23316	28.6226	0.9027	0.7466
0.0674	134.0003	23490	29.0067	0.9004	0.7441
0.0606	135.0003	23664	26.3526	0.9063	0.7487
0.0667	136.0003	23838	28.2848	0.9040	0.7541
0.0685	137.0003	24012	27.0463	0.9022	0.7468
0.0762	138.0003	24186	27.0543	0.9047	0.7499
0.0653	139.0003	24360	27.0834	0.9019	0.7526
0.0692	140.0003	24534	25.8883	0.9069	0.7597
0.0595	141.0002	24708	27.9011	0.9047	0.7596
0.0591	142.0002	24882	27.4688	0.9048	0.7594
0.0535	143.0002	25056	25.2676	0.9046	0.7482
0.0609	144.0002	25230	25.6121	0.9093	0.7600
0.06	145.0002	25404	25.2859	0.9068	0.7641
0.0609	146.0002	25578	26.2561	0.9055	0.7586
0.0509	147.0002	25752	26.7578	0.9066	0.7604
0.0593	148.0002	25926	23.8757	0.9042	0.7596
0.0482	149.0002	26100	26.8199	0.9077	0.7605
0.0527	150.0002	26274	29.5701	0.9089	0.7635
0.0537	151.0002	26448	28.2843	0.9042	0.7597
0.0537	152.0002	26622	29.3675	0.9102	0.7699
0.051	153.0002	26796	29.8192	0.9026	0.7590
0.0522	154.0001	26970	28.2824	0.9076	0.7607
0.0493	155.0001	27144	30.5917	0.9036	0.7649
0.0571	156.0001	27318	26.3960	0.9105	0.7713
0.0499	157.0001	27492	25.1963	0.9082	0.7656
0.0488	158.0001	27666	24.2476	0.9078	0.7678
0.0476	159.0001	27840	29.2155	0.9073	0.7665
0.0438	160.0001	28014	33.0454	0.9089	0.7636
0.0447	161.0001	28188	28.9531	0.9045	0.7650
0.0489	162.0001	28362	29.4456	0.9093	0.7629
0.0468	163.0001	28536	29.0673	0.9077	0.7699
0.0574	164.0001	28710	28.2858	0.9078	0.7638
0.052	165.0001	28884	30.7560	0.9104	0.7695
0.0446	166.0001	29058	32.1903	0.9120	0.7749
0.0423	167.0001	29232	29.2310	0.9053	0.7704
0.0428	168.0000	29406	27.3192	0.9068	0.7716
0.0401	169.0000	29580	30.0189	0.9118	0.7752
0.0403	170.0000	29754	29.2577	0.9076	0.7678
0.0385	171.0000	29928	28.7694	0.9110	0.7770
0.0414	172.0000	30102	32.2431	0.9068	0.7689
0.0477	173.0000	30276	32.6876	0.9114	0.7790
0.0449	173.0013	30450	30.8762	0.9102	0.7700
0.0419	174.0013	30624	33.5587	0.9072	0.7656
0.0399	175.0013	30798	30.4067	0.9138	0.7762
0.0389	176.0013	30972	27.7398	0.9114	0.7814
0.0389	177.0013	31146	33.5403	0.9122	0.7762
0.0399	178.0013	31320	31.8017	0.9109	0.7737
0.0382	179.0013	31494	28.6913	0.9127	0.7795
0.0402	180.0012	31668	29.4478	0.9116	0.7781
0.0373	181.0012	31842	34.2620	0.9125	0.7794
0.0367	182.0012	32016	32.4342	0.9112	0.7792
0.0363	183.0012	32190	34.1618	0.9126	0.7802
0.0404	184.0012	32364	32.9724	0.9130	0.7823
0.0337	185.0012	32538	33.6455	0.9126	0.7772
0.0356	186.0012	32712	35.2180	0.9122	0.7840
0.0433	187.0012	32886	34.2227	0.9136	0.7786
0.0335	188.0012	33060	35.5376	0.9121	0.7809
0.0346	189.0012	33234	34.8899	0.9145	0.7868
0.0381	190.0012	33408	35.0377	0.9103	0.7785
0.0313	191.0012	33582	31.6804	0.9150	0.7833
0.0327	192.0012	33756	34.6929	0.9149	0.7889
0.0391	193.0012	33930	32.0660	0.9134	0.7873
0.0337	194.0011	34104	34.0592	0.9127	0.7844
0.0335	195.0011	34278	37.9272	0.9136	0.7845
0.0306	196.0011	34452	42.2947	0.9148	0.7865
0.033	197.0011	34626	37.4414	0.9156	0.7886
0.0313	198.0011	34800	38.3902	0.9080	0.7717
0.0312	199.0011	34974	36.9319	0.9129	0.7815
0.0404	200.0011	35148	36.2309	0.9143	0.7822
0.031	201.0011	35322	38.8410	0.9120	0.7787
0.0302	202.0011	35496	34.9930	0.9146	0.7842
0.0301	203.0011	35670	39.7052	0.9134	0.7862
0.0402	204.0011	35844	36.7006	0.9128	0.7874
0.038	205.0011	36018	36.4505	0.9141	0.7810
0.0317	206.0011	36192	34.7697	0.9159	0.7874
0.0321	207.0010	36366	40.6525	0.9141	0.7879
0.0322	208.0010	36540	34.3527	0.9141	0.7904
0.0272	209.0010	36714	36.1962	0.9114	0.7856
0.0284	210.0010	36888	38.4806	0.9120	0.7816
0.0286	211.0010	37062	42.5005	0.9158	0.7950
0.0331	212.0010	37236	35.1432	0.9147	0.7903
0.0318	213.0010	37410	41.0248	0.9153	0.7900
0.0312	214.0010	37584	38.7415	0.9144	0.7894
0.0262	215.0010	37758	39.9220	0.9134	0.7940
0.029	216.0010	37932	44.6415	0.9178	0.7986
0.0258	217.0010	38106	43.4337	0.9122	0.7833
0.0272	218.0010	38280	39.8874	0.9179	0.7981
0.0254	219.0010	38454	39.9105	0.9155	0.7950
0.0256	220.0010	38628	41.8861	0.9147	0.7910
0.0245	221.0009	38802	44.4442	0.9155	0.7917
0.0265	222.0009	38976	39.5973	0.9145	0.7943
0.028	223.0009	39150	43.7092	0.9114	0.7858
0.027	224.0009	39324	42.0020	0.9153	0.7907
0.0272	225.0009	39498	45.7376	0.9139	0.7921
0.0254	226.0009	39672	44.2502	0.9187	0.7975
0.0264	227.0009	39846	41.1210	0.9160	0.7927
0.0253	228.0009	40020	41.7162	0.9155	0.7940
0.0241	229.0009	40194	41.0619	0.9154	0.7894
0.0223	230.0009	40368	39.0168	0.9185	0.7974
0.0307	231.0009	40542	41.0393	0.9154	0.7879
0.0331	232.0009	40716	35.2131	0.9105	0.7871
0.0273	233.0009	40890	42.8387	0.9141	0.7917
0.0242	234.0008	41064	45.7354	0.9173	0.7991
0.025	235.0008	41238	46.3967	0.9153	0.7905
0.0256	236.0008	41412	45.8025	0.9185	0.7959
0.0227	237.0008	41586	37.7228	0.9188	0.8005
0.024	238.0008	41760	41.6256	0.9154	0.7940
0.0237	239.0008	41934	42.5265	0.9194	0.7950
0.0204	240.0008	42108	45.8603	0.9159	0.8002
0.0225	241.0008	42282	44.1719	0.9154	0.8019
0.0232	242.0008	42456	40.5801	0.9150	0.7942
0.0247	243.0008	42630	43.7742	0.9192	0.7948
0.0225	244.0008	42804	44.8745	0.9180	0.8014
0.0229	245.0008	42978	46.1402	0.9136	0.7943
0.0227	246.0008	43152	42.3056	0.9152	0.7969
0.0213	247.0007	43326	45.3974	0.9172	0.7970
0.0223	248.0007	43500	40.5924	0.9155	0.7976
0.0209	249.0007	43674	45.2862	0.9186	0.8044
0.0197	250.0007	43848	40.6883	0.9166	0.8004
0.0219	251.0007	44022	39.6575	0.9130	0.7957
0.0237	252.0007	44196	49.3599	0.9137	0.7917
0.0199	253.0007	44370	50.1193	0.9185	0.8009
0.019	254.0007	44544	41.3166	0.9163	0.8019
0.0219	255.0007	44718	46.5779	0.9207	0.8009
0.0206	256.0007	44892	44.7527	0.9127	0.7966
0.0194	257.0007	45066	49.2727	0.9131	0.7965
0.0226	258.0007	45240	48.4370	0.9184	0.7983
0.022	259.0007	45414	50.6521	0.9221	0.8021
0.0194	260.0007	45588	49.1137	0.9148	0.7994
0.0183	261.0006	45762	46.6812	0.9173	0.8030
0.0172	262.0006	45936	45.1239	0.9143	0.7965
0.0186	263.0006	46110	44.2976	0.9158	0.7990
0.0169	264.0006	46284	43.4684	0.9188	0.8025
0.0171	265.0006	46458	40.4181	0.9186	0.8057
0.0174	266.0006	46632	47.2427	0.9207	0.8026
0.0197	267.0006	46806	44.0242	0.9193	0.8075
0.0169	268.0006	46980	50.7353	0.9181	0.8018
0.0174	269.0006	47154	41.6724	0.9161	0.8033
0.0232	270.0006	47328	48.0534	0.9170	0.7970
0.019	271.0006	47502	40.6320	0.9169	0.8054
0.0164	272.0006	47676	37.8815	0.9190	0.8017
0.0163	273.0006	47850	52.5203	0.9200	0.8055
0.0168	274.0005	48024	46.4334	0.9215	0.8051
0.0166	275.0005	48198	40.5585	0.9137	0.8033
0.0164	276.0005	48372	50.2212	0.9195	0.8063
0.0215	277.0005	48546	44.3030	0.9197	0.8048
0.0159	278.0005	48720	42.1572	0.9222	0.8050
0.016	279.0005	48894	51.2593	0.9213	0.8050
0.018	280.0005	49068	44.7454	0.9188	0.8041
0.0173	281.0005	49242	43.4542	0.9168	0.8068
0.0191	282.0005	49416	46.5924	0.9194	0.8044
0.0157	283.0005	49590	44.6733	0.9179	0.8045
0.0196	284.0005	49764	43.0854	0.9172	0.8042
0.0166	285.0005	49938	44.7390	0.9189	0.8060
0.0172	286.0005	50112	47.2693	0.9178	0.8044
0.0174	287.0005	50286	53.2581	0.9244	0.8111
0.0163	288.0004	50460	48.5783	0.9225	0.8109
0.0174	289.0004	50634	47.9766	0.9169	0.7989
0.017	290.0004	50808	39.3720	0.9179	0.8043
0.0191	291.0004	50982	51.0921	0.9189	0.8031
0.0187	292.0004	51156	45.2526	0.9194	0.8086
0.0153	293.0004	51330	44.2389	0.9175	0.7999
0.0151	294.0004	51504	46.3420	0.9202	0.8101
0.0134	295.0004	51678	47.7280	0.9190	0.8114
0.0156	296.0004	51852	47.6905	0.9206	0.8114
0.0282	297.0004	52026	43.2852	0.9204	0.8068
0.0159	298.0004	52200	46.9971	0.9206	0.8100
0.0141	299.0004	52374	51.8185	0.9188	0.8045
0.0166	300.0004	52548	48.0788	0.9211	0.8087
0.0148	301.0003	52722	49.4335	0.9205	0.8083
0.0157	302.0003	52896	50.3780	0.9183	0.8124
0.0134	303.0003	53070	47.6538	0.9207	0.8102
0.0143	304.0003	53244	46.0681	0.9209	0.8126
0.0163	305.0003	53418	48.9220	0.9213	0.8106
0.0146	306.0003	53592	51.5249	0.9204	0.8137
0.0136	307.0003	53766	45.6814	0.9178	0.8120
0.0164	308.0003	53940	52.3002	0.9225	0.8137
0.0146	309.0003	54114	46.8648	0.9212	0.8149
0.0136	310.0003	54288	48.7125	0.9200	0.8128
0.0179	311.0003	54462	41.3506	0.9209	0.8171
0.0124	312.0003	54636	51.8990	0.9192	0.8096
0.0132	313.0003	54810	47.2966	0.9191	0.8106
0.0132	314.0003	54984	45.8575	0.9188	0.8086
0.013	315.0002	55158	49.4688	0.9204	0.8143
0.0144	316.0002	55332	57.6538	0.9217	0.8180
0.0131	317.0002	55506	44.4522	0.9206	0.8119
0.0133	318.0002	55680	43.5448	0.9194	0.8086
0.0155	319.0002	55854	48.6718	0.9190	0.8133
0.0116	320.0002	56028	45.8694	0.9204	0.8154
0.014	321.0002	56202	47.1119	0.9202	0.8185
0.0121	322.0002	56376	48.6683	0.9225	0.8147
0.0162	323.0002	56550	45.9671	0.9198	0.8160
0.0122	324.0002	56724	41.4543	0.9170	0.8052
0.0136	325.0002	56898	54.9324	0.9192	0.8120
0.0136	326.0002	57072	47.6662	0.9178	0.8088
0.0156	327.0002	57246	44.9812	0.9210	0.8148
0.0119	328.0001	57420	50.5898	0.9224	0.8182
0.0109	329.0001	57594	41.1393	0.9233	0.8167
0.0119	330.0001	57768	42.6528	0.9230	0.8160
0.0121	331.0001	57942	52.7989	0.9229	0.8188
0.0179	332.0001	58116	43.9294	0.9229	0.8172
0.0118	333.0001	58290	39.4643	0.9252	0.8229
0.0115	334.0001	58464	40.9815	0.9223	0.8158
0.0109	335.0001	58638	48.3108	0.9183	0.8132
0.0112	336.0001	58812	48.5857	0.9215	0.8171
0.0106	337.0001	58986	36.4734	0.9212	0.8189
0.0102	338.0001	59160	43.8731	0.9225	0.8174
0.011	339.0001	59334	40.7358	0.9185	0.8114
0.0104	340.0001	59508	46.0921	0.9206	0.8154
0.0098	341.0001	59682	50.6993	0.9219	0.8208
0.0107	342.0000	59856	52.0383	0.9201	0.8135
0.01	343.0000	60030	43.7557	0.9223	0.8197
0.0115	344.0000	60204	52.4058	0.9191	0.8140
0.0117	345.0000	60378	41.0957	0.9193	0.8144
0.0119	346.0000	60552	44.4985	0.9221	0.8223
0.014	347.0000	60726	48.4668	0.9232	0.8130
0.0116	347.0013	60900	45.1996	0.9208	0.8205
0.01	348.0013	61074	44.5869	0.9202	0.8174
0.0106	349.0013	61248	44.1820	0.9226	0.8207
0.0136	350.0013	61422	42.0940	0.9234	0.8225
0.0097	351.0013	61596	40.7979	0.9213	0.8169
0.0094	352.0013	61770	40.2062	0.9218	0.8173

Framework versions

• Transformers 4.46.0
• Pytorch 2.3.1+cu121
• Datasets 2.20.0
• Tokenizers 0.20.1