ASAP_FineTuningBERT_AugV4_k5_task1_organization_fold2

This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.7364
• Qwk: 0.4578
• Mse: 0.7364
• Rmse: 0.8581

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: 2e-05
• train_batch_size: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0038	2	10.7705	0.0088	10.7705	3.2818
No log	0.0077	4	7.9218	0.0	7.9218	2.8146
No log	0.0115	6	7.0730	0.0	7.0730	2.6595
No log	0.0154	8	6.1187	-0.0001	6.1187	2.4736
No log	0.0192	10	5.4603	0.0097	5.4603	2.3367
No log	0.0230	12	4.7431	0.0039	4.7431	2.1779
No log	0.0269	14	3.8713	0.0	3.8713	1.9676
No log	0.0307	16	3.1292	0.0	3.1292	1.7690
No log	0.0345	18	2.5326	0.0033	2.5326	1.5914
No log	0.0384	20	2.0242	0.0345	2.0242	1.4227
No log	0.0422	22	1.6150	0.0213	1.6150	1.2708
No log	0.0461	24	1.3096	0.0107	1.3096	1.1444
No log	0.0499	26	1.0710	0.0	1.0710	1.0349
No log	0.0537	28	0.9350	0.0010	0.9350	0.9670
No log	0.0576	30	0.8424	0.0533	0.8424	0.9178
No log	0.0614	32	0.8142	0.0533	0.8142	0.9023
No log	0.0653	34	0.8859	0.0164	0.8859	0.9412
No log	0.0691	36	1.0183	0.0	1.0183	1.0091
No log	0.0729	38	0.9908	0.0	0.9908	0.9954
No log	0.0768	40	1.0662	0.0	1.0662	1.0326
No log	0.0806	42	0.8864	0.0	0.8864	0.9415
No log	0.0845	44	0.9576	0.0	0.9576	0.9786
No log	0.0883	46	1.2249	0.0406	1.2249	1.1068
No log	0.0921	48	1.0995	0.0	1.0995	1.0486
No log	0.0960	50	0.8109	0.0414	0.8109	0.9005
No log	0.0998	52	0.8184	0.0883	0.8184	0.9046
No log	0.1036	54	0.9488	0.0	0.9488	0.9741
No log	0.1075	56	1.0980	0.0	1.0980	1.0478
No log	0.1113	58	1.3549	0.0527	1.3549	1.1640
No log	0.1152	60	1.4303	0.1528	1.4303	1.1960
No log	0.1190	62	1.2567	0.0882	1.2567	1.1210
No log	0.1228	64	0.8333	0.0311	0.8333	0.9129
No log	0.1267	66	0.8570	0.1855	0.8570	0.9257
No log	0.1305	68	0.8352	0.0208	0.8352	0.9139
No log	0.1344	70	0.9864	0.0	0.9864	0.9932
No log	0.1382	72	1.0165	0.0	1.0165	1.0082
No log	0.1420	74	1.0565	0.0	1.0565	1.0278
No log	0.1459	76	0.9922	0.0	0.9922	0.9961
No log	0.1497	78	0.9338	0.0	0.9338	0.9663
No log	0.1536	80	0.8605	0.0	0.8605	0.9277
No log	0.1574	82	0.8612	-0.0075	0.8612	0.9280
No log	0.1612	84	1.0049	0.0551	1.0049	1.0025
No log	0.1651	86	1.1069	0.2174	1.1069	1.0521
No log	0.1689	88	1.0597	0.1827	1.0597	1.0294
No log	0.1727	90	0.8602	0.0383	0.8602	0.9275
No log	0.1766	92	0.7079	0.1337	0.7079	0.8414
No log	0.1804	94	0.7643	0.0486	0.7643	0.8742
No log	0.1843	96	0.9867	0.2803	0.9867	0.9933
No log	0.1881	98	0.9027	0.2010	0.9027	0.9501
No log	0.1919	100	0.6804	0.2459	0.6804	0.8249
No log	0.1958	102	0.7666	0.3311	0.7666	0.8756
No log	0.1996	104	0.8313	0.3068	0.8313	0.9118
No log	0.2035	106	0.7166	0.2851	0.7166	0.8465
No log	0.2073	108	0.6788	0.3238	0.6788	0.8239
No log	0.2111	110	0.6747	0.3131	0.6747	0.8214
No log	0.2150	112	0.6882	0.3206	0.6882	0.8296
No log	0.2188	114	0.6753	0.3311	0.6753	0.8218
No log	0.2226	116	0.6833	0.3025	0.6833	0.8266
No log	0.2265	118	0.6687	0.3100	0.6687	0.8177
No log	0.2303	120	0.6449	0.3152	0.6449	0.8030
No log	0.2342	122	0.6703	0.3607	0.6703	0.8187
No log	0.2380	124	0.6072	0.3640	0.6072	0.7792
No log	0.2418	126	0.6641	0.3218	0.6641	0.8149
No log	0.2457	128	0.8631	0.3890	0.8631	0.9290
No log	0.2495	130	0.8816	0.3737	0.8816	0.9389
No log	0.2534	132	0.7427	0.3276	0.7427	0.8618
No log	0.2572	134	0.5367	0.4496	0.5367	0.7326
No log	0.2610	136	0.5254	0.4878	0.5254	0.7248
No log	0.2649	138	0.6414	0.4380	0.6414	0.8009
No log	0.2687	140	0.7191	0.4527	0.7191	0.8480
No log	0.2726	142	0.5663	0.5219	0.5663	0.7525
No log	0.2764	144	0.5663	0.5759	0.5663	0.7525
No log	0.2802	146	0.5804	0.5842	0.5804	0.7618
No log	0.2841	148	0.6457	0.5603	0.6457	0.8035
No log	0.2879	150	0.5986	0.5522	0.5986	0.7737
No log	0.2917	152	0.8222	0.4368	0.8222	0.9068
No log	0.2956	154	0.8812	0.3763	0.8812	0.9387
No log	0.2994	156	1.0060	0.3525	1.0060	1.0030
No log	0.3033	158	0.7340	0.4257	0.7340	0.8568
No log	0.3071	160	0.5794	0.4118	0.5794	0.7612
No log	0.3109	162	0.5885	0.3992	0.5885	0.7671
No log	0.3148	164	0.7195	0.4466	0.7195	0.8482
No log	0.3186	166	1.1946	0.2641	1.1946	1.0930
No log	0.3225	168	1.1654	0.2807	1.1654	1.0795
No log	0.3263	170	0.7684	0.4163	0.7684	0.8766
No log	0.3301	172	0.6317	0.4013	0.6317	0.7948
No log	0.3340	174	0.5716	0.4028	0.5716	0.7560
No log	0.3378	176	0.5759	0.3898	0.5759	0.7589
No log	0.3417	178	0.6037	0.3811	0.6037	0.7770
No log	0.3455	180	0.5578	0.4266	0.5578	0.7469
No log	0.3493	182	0.5387	0.4951	0.5387	0.7340
No log	0.3532	184	0.5036	0.5466	0.5036	0.7096
No log	0.3570	186	0.5259	0.5454	0.5259	0.7252
No log	0.3608	188	0.4982	0.6052	0.4982	0.7059
No log	0.3647	190	0.6817	0.5109	0.6817	0.8257
No log	0.3685	192	0.7644	0.4763	0.7644	0.8743
No log	0.3724	194	0.6205	0.5223	0.6205	0.7877
No log	0.3762	196	0.4940	0.5721	0.4940	0.7028
No log	0.3800	198	0.5495	0.5334	0.5495	0.7413
No log	0.3839	200	0.4986	0.5684	0.4986	0.7061
No log	0.3877	202	0.7558	0.4724	0.7558	0.8694
No log	0.3916	204	0.9996	0.3781	0.9996	0.9998
No log	0.3954	206	0.7809	0.4767	0.7809	0.8837
No log	0.3992	208	0.5878	0.5259	0.5878	0.7667
No log	0.4031	210	0.5359	0.5598	0.5359	0.7321
No log	0.4069	212	0.5413	0.5680	0.5413	0.7357
No log	0.4107	214	0.5255	0.5922	0.5255	0.7249
No log	0.4146	216	0.5617	0.5608	0.5617	0.7495
No log	0.4184	218	0.6854	0.5215	0.6854	0.8279
No log	0.4223	220	0.5559	0.5702	0.5559	0.7456
No log	0.4261	222	0.5398	0.5739	0.5398	0.7347
No log	0.4299	224	0.5409	0.5672	0.5409	0.7355
No log	0.4338	226	0.5509	0.5588	0.5509	0.7422
No log	0.4376	228	0.6026	0.5332	0.6026	0.7763
No log	0.4415	230	0.6185	0.5234	0.6185	0.7864
No log	0.4453	232	0.5629	0.5420	0.5629	0.7503
No log	0.4491	234	0.6309	0.5226	0.6309	0.7943
No log	0.4530	236	0.5818	0.5474	0.5818	0.7628
No log	0.4568	238	0.5487	0.5825	0.5487	0.7408
No log	0.4607	240	0.5437	0.6035	0.5437	0.7374
No log	0.4645	242	0.5773	0.5742	0.5773	0.7598
No log	0.4683	244	0.7486	0.4671	0.7486	0.8652
No log	0.4722	246	0.5722	0.5626	0.5722	0.7564
No log	0.4760	248	0.5750	0.5641	0.5750	0.7583
No log	0.4798	250	0.5191	0.5931	0.5191	0.7205
No log	0.4837	252	0.6103	0.5143	0.6103	0.7812
No log	0.4875	254	0.6211	0.5095	0.6211	0.7881
No log	0.4914	256	0.5054	0.5894	0.5054	0.7109
No log	0.4952	258	0.5129	0.5873	0.5129	0.7162
No log	0.4990	260	0.5211	0.5757	0.5211	0.7219
No log	0.5029	262	0.5488	0.5631	0.5488	0.7408
No log	0.5067	264	0.5246	0.5718	0.5246	0.7243
No log	0.5106	266	0.5224	0.5872	0.5224	0.7228
No log	0.5144	268	0.5773	0.5447	0.5773	0.7598
No log	0.5182	270	0.5555	0.5736	0.5555	0.7453
No log	0.5221	272	0.5282	0.5626	0.5282	0.7268
No log	0.5259	274	0.6342	0.5443	0.6342	0.7964
No log	0.5298	276	0.6069	0.5551	0.6069	0.7790
No log	0.5336	278	0.5438	0.5677	0.5438	0.7375
No log	0.5374	280	0.5280	0.5727	0.5280	0.7266
No log	0.5413	282	0.5464	0.5160	0.5464	0.7392
No log	0.5451	284	0.5382	0.5678	0.5382	0.7336
No log	0.5489	286	0.5273	0.5786	0.5273	0.7261
No log	0.5528	288	0.5492	0.5561	0.5492	0.7411
No log	0.5566	290	0.6126	0.5135	0.6126	0.7827
No log	0.5605	292	0.5661	0.5425	0.5661	0.7524
No log	0.5643	294	0.5889	0.5110	0.5889	0.7674
No log	0.5681	296	0.5518	0.5344	0.5518	0.7429
No log	0.5720	298	0.5584	0.5383	0.5584	0.7473
No log	0.5758	300	0.6075	0.5031	0.6075	0.7794
No log	0.5797	302	0.7279	0.4533	0.7279	0.8531
No log	0.5835	304	0.6252	0.5278	0.6252	0.7907
No log	0.5873	306	0.5546	0.5722	0.5546	0.7447
No log	0.5912	308	0.6525	0.5057	0.6525	0.8078
No log	0.5950	310	0.7914	0.4803	0.7914	0.8896
No log	0.5988	312	0.6792	0.5056	0.6792	0.8241
No log	0.6027	314	0.5497	0.6142	0.5497	0.7414
No log	0.6065	316	0.5872	0.5765	0.5872	0.7663
No log	0.6104	318	0.7362	0.4915	0.7362	0.8580
No log	0.6142	320	0.6618	0.5095	0.6618	0.8135
No log	0.6180	322	0.5250	0.6149	0.5250	0.7246
No log	0.6219	324	0.5233	0.5957	0.5233	0.7234
No log	0.6257	326	0.5487	0.5728	0.5487	0.7407
No log	0.6296	328	0.5631	0.5894	0.5631	0.7504
No log	0.6334	330	0.5795	0.6090	0.5795	0.7613
No log	0.6372	332	0.6020	0.5730	0.6020	0.7759
No log	0.6411	334	0.5781	0.5917	0.5781	0.7603
No log	0.6449	336	0.6510	0.5414	0.6510	0.8069
No log	0.6488	338	0.6960	0.5145	0.6960	0.8343
No log	0.6526	340	0.6224	0.5441	0.6224	0.7889
No log	0.6564	342	0.5641	0.5817	0.5641	0.7511
No log	0.6603	344	0.5613	0.5825	0.5613	0.7492
No log	0.6641	346	0.6504	0.5268	0.6504	0.8065
No log	0.6679	348	0.8559	0.4681	0.8559	0.9252
No log	0.6718	350	0.9291	0.4358	0.9291	0.9639
No log	0.6756	352	0.7091	0.4817	0.7091	0.8421
No log	0.6795	354	0.5566	0.5446	0.5566	0.7460
No log	0.6833	356	0.5377	0.5506	0.5377	0.7333
No log	0.6871	358	0.5787	0.5456	0.5787	0.7607
No log	0.6910	360	0.7279	0.4883	0.7279	0.8532
No log	0.6948	362	0.6564	0.5036	0.6564	0.8102
No log	0.6987	364	0.6114	0.5296	0.6114	0.7819
No log	0.7025	366	0.5645	0.5615	0.5645	0.7513
No log	0.7063	368	0.5730	0.5729	0.5730	0.7570
No log	0.7102	370	0.6612	0.5459	0.6612	0.8131
No log	0.7140	372	0.9472	0.4402	0.9472	0.9732
No log	0.7179	374	0.7815	0.4677	0.7815	0.8840
No log	0.7217	376	0.5981	0.6042	0.5981	0.7734
No log	0.7255	378	0.5930	0.5754	0.5930	0.7701
No log	0.7294	380	0.5694	0.5828	0.5694	0.7546
No log	0.7332	382	0.5988	0.5665	0.5988	0.7738
No log	0.7370	384	0.5952	0.5567	0.5952	0.7715
No log	0.7409	386	0.5644	0.5952	0.5644	0.7513
No log	0.7447	388	0.5660	0.5845	0.5660	0.7523
No log	0.7486	390	0.6022	0.5557	0.6022	0.7760
No log	0.7524	392	0.5933	0.5976	0.5933	0.7703
No log	0.7562	394	0.6367	0.5871	0.6367	0.7980
No log	0.7601	396	0.6605	0.5832	0.6605	0.8127
No log	0.7639	398	0.6554	0.5997	0.6554	0.8096
No log	0.7678	400	0.6489	0.5903	0.6489	0.8055
No log	0.7716	402	0.6505	0.5464	0.6505	0.8065
No log	0.7754	404	0.6043	0.5653	0.6043	0.7774
No log	0.7793	406	0.5805	0.5336	0.5805	0.7619
No log	0.7831	408	0.6873	0.5081	0.6873	0.8290
No log	0.7869	410	0.9132	0.4349	0.9132	0.9556
No log	0.7908	412	0.6656	0.5168	0.6656	0.8159
No log	0.7946	414	0.5532	0.4917	0.5532	0.7438
No log	0.7985	416	0.5518	0.5010	0.5518	0.7428
No log	0.8023	418	0.6564	0.5186	0.6564	0.8102
No log	0.8061	420	0.7866	0.4634	0.7866	0.8869
No log	0.8100	422	0.6323	0.5132	0.6323	0.7952
No log	0.8138	424	0.5645	0.5173	0.5645	0.7513
No log	0.8177	426	0.5740	0.5226	0.5740	0.7576
No log	0.8215	428	0.8730	0.4303	0.8730	0.9344
No log	0.8253	430	1.1405	0.3714	1.1405	1.0679
No log	0.8292	432	0.9171	0.3976	0.9171	0.9576
No log	0.8330	434	0.6389	0.5210	0.6389	0.7993
No log	0.8369	436	0.5764	0.5149	0.5764	0.7592
No log	0.8407	438	0.6321	0.4745	0.6321	0.7951
No log	0.8445	440	0.7601	0.4074	0.7601	0.8718
No log	0.8484	442	0.8097	0.3903	0.8097	0.8998
No log	0.8522	444	0.6946	0.4473	0.6946	0.8334
No log	0.8560	446	0.5889	0.5306	0.5889	0.7674
No log	0.8599	448	0.5933	0.5429	0.5933	0.7702
No log	0.8637	450	0.7553	0.4598	0.7553	0.8691
No log	0.8676	452	0.8190	0.4409	0.8190	0.9050
No log	0.8714	454	0.7619	0.4849	0.7619	0.8729
No log	0.8752	456	0.6638	0.5273	0.6638	0.8147
No log	0.8791	458	0.7865	0.4853	0.7865	0.8869
No log	0.8829	460	0.7872	0.4960	0.7872	0.8872
No log	0.8868	462	0.7860	0.4973	0.7860	0.8866
No log	0.8906	464	0.6033	0.5590	0.6033	0.7767
No log	0.8944	466	0.5989	0.5497	0.5989	0.7739
No log	0.8983	468	0.6380	0.5273	0.6380	0.7987
No log	0.9021	470	0.6499	0.5328	0.6499	0.8061
No log	0.9060	472	0.5552	0.5655	0.5552	0.7451
No log	0.9098	474	0.5719	0.5297	0.5719	0.7562
No log	0.9136	476	0.5664	0.5759	0.5664	0.7526
No log	0.9175	478	0.8304	0.4878	0.8304	0.9113
No log	0.9213	480	0.7231	0.5034	0.7231	0.8503
No log	0.9251	482	0.5637	0.5547	0.5637	0.7508
No log	0.9290	484	0.5514	0.5461	0.5514	0.7426
No log	0.9328	486	0.5566	0.5699	0.5566	0.7460
No log	0.9367	488	0.5783	0.5514	0.5783	0.7605
No log	0.9405	490	0.6145	0.5341	0.6145	0.7839
No log	0.9443	492	0.5295	0.5429	0.5295	0.7277
No log	0.9482	494	0.6161	0.4436	0.6161	0.7849
No log	0.9520	496	0.5721	0.4788	0.5721	0.7563
No log	0.9559	498	0.5869	0.4999	0.5869	0.7661
0.9846	0.9597	500	0.6867	0.4761	0.6867	0.8287
0.9846	0.9635	502	0.5863	0.5052	0.5863	0.7657
0.9846	0.9674	504	0.5806	0.4815	0.5806	0.7620
0.9846	0.9712	506	0.6341	0.4429	0.6341	0.7963
0.9846	0.9750	508	0.5624	0.5447	0.5624	0.7499
0.9846	0.9789	510	0.7049	0.4886	0.7049	0.8396
0.9846	0.9827	512	0.7123	0.4905	0.7123	0.8440
0.9846	0.9866	514	0.6143	0.5552	0.6143	0.7838
0.9846	0.9904	516	0.6875	0.5100	0.6875	0.8291
0.9846	0.9942	518	0.6561	0.5575	0.6561	0.8100
0.9846	0.9981	520	0.7321	0.5061	0.7321	0.8556
0.9846	1.0019	522	1.1015	0.4065	1.1015	1.0495
0.9846	1.0058	524	1.0361	0.4196	1.0361	1.0179
0.9846	1.0096	526	0.6780	0.5211	0.6780	0.8234
0.9846	1.0134	528	0.5979	0.5624	0.5979	0.7733
0.9846	1.0173	530	0.5727	0.5556	0.5727	0.7568
0.9846	1.0211	532	0.6073	0.5354	0.6073	0.7793
0.9846	1.0250	534	0.7464	0.4589	0.7464	0.8639
0.9846	1.0288	536	0.8379	0.4500	0.8379	0.9154
0.9846	1.0326	538	0.6584	0.5063	0.6584	0.8114
0.9846	1.0365	540	0.5754	0.5525	0.5754	0.7585
0.9846	1.0403	542	0.6064	0.5389	0.6064	0.7787
0.9846	1.0441	544	0.7596	0.4633	0.7596	0.8715
0.9846	1.0480	546	0.8116	0.4537	0.8116	0.9009
0.9846	1.0518	548	0.6538	0.5127	0.6538	0.8086
0.9846	1.0557	550	0.5585	0.5638	0.5585	0.7473
0.9846	1.0595	552	0.5966	0.5398	0.5966	0.7724
0.9846	1.0633	554	0.7771	0.4520	0.7771	0.8816
0.9846	1.0672	556	0.7621	0.4789	0.7621	0.8730
0.9846	1.0710	558	0.5799	0.5575	0.5799	0.7615
0.9846	1.0749	560	0.5653	0.5523	0.5653	0.7519
0.9846	1.0787	562	0.6280	0.5306	0.6280	0.7924
0.9846	1.0825	564	0.6491	0.5259	0.6491	0.8057
0.9846	1.0864	566	0.6055	0.5507	0.6055	0.7781
0.9846	1.0902	568	0.5571	0.5457	0.5571	0.7464
0.9846	1.0940	570	0.5596	0.5668	0.5596	0.7481
0.9846	1.0979	572	0.6289	0.5491	0.6289	0.7930
0.9846	1.1017	574	0.6794	0.5136	0.6794	0.8243
0.9846	1.1056	576	0.5824	0.5513	0.5824	0.7631
0.9846	1.1094	578	0.5710	0.5761	0.5710	0.7557
0.9846	1.1132	580	0.6046	0.5546	0.6046	0.7776
0.9846	1.1171	582	0.8603	0.4667	0.8603	0.9275
0.9846	1.1209	584	0.9006	0.4588	0.9006	0.9490
0.9846	1.1248	586	0.6569	0.5383	0.6569	0.8105
0.9846	1.1286	588	0.6406	0.5305	0.6406	0.8004
0.9846	1.1324	590	0.6401	0.5381	0.6401	0.8001
0.9846	1.1363	592	0.7947	0.5001	0.7947	0.8914
0.9846	1.1401	594	0.7990	0.4976	0.7990	0.8939
0.9846	1.1440	596	0.6254	0.5466	0.6254	0.7908
0.9846	1.1478	598	0.6605	0.5106	0.6605	0.8127
0.9846	1.1516	600	0.6140	0.5369	0.6140	0.7836
0.9846	1.1555	602	0.6524	0.5442	0.6524	0.8077
0.9846	1.1593	604	0.7482	0.5043	0.7482	0.8650
0.9846	1.1631	606	0.6045	0.5480	0.6045	0.7775
0.9846	1.1670	608	0.5467	0.5525	0.5467	0.7394
0.9846	1.1708	610	0.5337	0.5714	0.5337	0.7305
0.9846	1.1747	612	0.5610	0.5511	0.5610	0.7490
0.9846	1.1785	614	0.6545	0.5094	0.6545	0.8090
0.9846	1.1823	616	0.5831	0.5458	0.5831	0.7636
0.9846	1.1862	618	0.5299	0.5849	0.5299	0.7279
0.9846	1.1900	620	0.5529	0.5533	0.5529	0.7436
0.9846	1.1939	622	0.5609	0.5656	0.5609	0.7490
0.9846	1.1977	624	0.6380	0.5393	0.6380	0.7988
0.9846	1.2015	626	0.6163	0.5541	0.6163	0.7851
0.9846	1.2054	628	0.6260	0.5435	0.6260	0.7912
0.9846	1.2092	630	0.5800	0.5647	0.5800	0.7615
0.9846	1.2131	632	0.5805	0.5629	0.5805	0.7619
0.9846	1.2169	634	0.6504	0.5471	0.6504	0.8065
0.9846	1.2207	636	0.6860	0.5401	0.6860	0.8282
0.9846	1.2246	638	0.5700	0.5457	0.5700	0.7550
0.9846	1.2284	640	0.5881	0.5649	0.5881	0.7669
0.9846	1.2322	642	0.5667	0.5450	0.5667	0.7528
0.9846	1.2361	644	0.6435	0.5418	0.6435	0.8022
0.9846	1.2399	646	0.5890	0.5301	0.5890	0.7675
0.9846	1.2438	648	0.5771	0.5282	0.5771	0.7596
0.9846	1.2476	650	0.5936	0.5435	0.5936	0.7704
0.9846	1.2514	652	0.6346	0.5383	0.6346	0.7966
0.9846	1.2553	654	0.6185	0.5344	0.6185	0.7865
0.9846	1.2591	656	0.6317	0.5426	0.6317	0.7948
0.9846	1.2630	658	0.6834	0.5047	0.6834	0.8267
0.9846	1.2668	660	0.5902	0.5259	0.5902	0.7683
0.9846	1.2706	662	0.6036	0.5486	0.6036	0.7769
0.9846	1.2745	664	0.6051	0.5339	0.6051	0.7779
0.9846	1.2783	666	0.7946	0.4943	0.7946	0.8914
0.9846	1.2821	668	0.7407	0.4983	0.7407	0.8606
0.9846	1.2860	670	0.7929	0.4732	0.7929	0.8905
0.9846	1.2898	672	0.7129	0.5069	0.7129	0.8443
0.9846	1.2937	674	0.5946	0.5442	0.5946	0.7711
0.9846	1.2975	676	0.5886	0.5447	0.5886	0.7672
0.9846	1.3013	678	0.6699	0.5141	0.6699	0.8184
0.9846	1.3052	680	0.9968	0.4084	0.9968	0.9984
0.9846	1.3090	682	0.9242	0.4278	0.9242	0.9613
0.9846	1.3129	684	0.6122	0.5525	0.6122	0.7824
0.9846	1.3167	686	0.5672	0.5127	0.5672	0.7532
0.9846	1.3205	688	0.5627	0.5038	0.5627	0.7501
0.9846	1.3244	690	0.5601	0.5811	0.5601	0.7484
0.9846	1.3282	692	0.7162	0.4743	0.7162	0.8463
0.9846	1.3321	694	0.6615	0.5014	0.6615	0.8133
0.9846	1.3359	696	0.5288	0.5611	0.5288	0.7272
0.9846	1.3397	698	0.5508	0.5172	0.5508	0.7422
0.9846	1.3436	700	0.5405	0.5453	0.5405	0.7352
0.9846	1.3474	702	0.5521	0.5629	0.5521	0.7431
0.9846	1.3512	704	0.7023	0.4896	0.7023	0.8381
0.9846	1.3551	706	0.6769	0.5173	0.6769	0.8228
0.9846	1.3589	708	0.5793	0.5332	0.5793	0.7611
0.9846	1.3628	710	0.5411	0.5501	0.5411	0.7356
0.9846	1.3666	712	0.5371	0.5623	0.5371	0.7329
0.9846	1.3704	714	0.5887	0.5460	0.5887	0.7673
0.9846	1.3743	716	0.6549	0.5417	0.6549	0.8092
0.9846	1.3781	718	0.6575	0.5429	0.6575	0.8108
0.9846	1.3820	720	0.6734	0.5367	0.6734	0.8206
0.9846	1.3858	722	0.5584	0.5692	0.5584	0.7473
0.9846	1.3896	724	0.5504	0.5704	0.5504	0.7419
0.9846	1.3935	726	0.5809	0.5878	0.5809	0.7622
0.9846	1.3973	728	0.5773	0.5857	0.5773	0.7598
0.9846	1.4012	730	0.5454	0.6021	0.5454	0.7385
0.9846	1.4050	732	0.5353	0.5932	0.5353	0.7316
0.9846	1.4088	734	0.5529	0.5876	0.5529	0.7435
0.9846	1.4127	736	0.6709	0.5351	0.6709	0.8191
0.9846	1.4165	738	0.6442	0.5267	0.6442	0.8026
0.9846	1.4203	740	0.6061	0.5378	0.6061	0.7785
0.9846	1.4242	742	0.6459	0.5065	0.6459	0.8037
0.9846	1.4280	744	0.6293	0.5226	0.6293	0.7933
0.9846	1.4319	746	0.6016	0.5503	0.6016	0.7757
0.9846	1.4357	748	0.6949	0.5148	0.6949	0.8336
0.9846	1.4395	750	0.7161	0.5080	0.7161	0.8462
0.9846	1.4434	752	0.5654	0.5662	0.5654	0.7519
0.9846	1.4472	754	0.5256	0.5604	0.5256	0.7250
0.9846	1.4511	756	0.5196	0.5454	0.5196	0.7208
0.9846	1.4549	758	0.5267	0.5706	0.5267	0.7257
0.9846	1.4587	760	0.5720	0.5756	0.5720	0.7563
0.9846	1.4626	762	0.5367	0.5801	0.5367	0.7326
0.9846	1.4664	764	0.5398	0.5684	0.5398	0.7347
0.9846	1.4702	766	0.5374	0.5444	0.5374	0.7331
0.9846	1.4741	768	0.5620	0.5649	0.5620	0.7497
0.9846	1.4779	770	0.5524	0.5288	0.5524	0.7433
0.9846	1.4818	772	0.5704	0.5426	0.5704	0.7552
0.9846	1.4856	774	0.6935	0.5078	0.6935	0.8328
0.9846	1.4894	776	0.6738	0.5078	0.6738	0.8209
0.9846	1.4933	778	0.6222	0.5064	0.6222	0.7888
0.9846	1.4971	780	0.6042	0.5167	0.6042	0.7773
0.9846	1.5010	782	0.6145	0.5132	0.6145	0.7839
0.9846	1.5048	784	0.6652	0.4746	0.6652	0.8156
0.9846	1.5086	786	0.7332	0.4691	0.7332	0.8563
0.9846	1.5125	788	0.6498	0.5022	0.6498	0.8061
0.9846	1.5163	790	0.6532	0.4934	0.6532	0.8082
0.9846	1.5202	792	0.8310	0.4398	0.8310	0.9116
0.9846	1.5240	794	0.9034	0.4001	0.9034	0.9505
0.9846	1.5278	796	0.7127	0.4479	0.7127	0.8442
0.9846	1.5317	798	0.6862	0.4744	0.6862	0.8284
0.9846	1.5355	800	0.7364	0.4578	0.7364	0.8581

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1