ASAP_FineTuningBERT_AugV4_k3_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: 0.6800
• Qwk: 0.5531
• Mse: 0.6800
• Rmse: 0.8246

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	0.0061	2	14.0768	0.0	14.0768	3.7519
No log	0.0123	4	11.6563	0.0013	11.6563	3.4141
No log	0.0184	6	10.5394	0.0	10.5394	3.2464
No log	0.0245	8	9.9228	0.0	9.9228	3.1500
No log	0.0307	10	9.2538	0.0	9.2538	3.0420
No log	0.0368	12	8.4822	0.0	8.4822	2.9124
No log	0.0429	14	7.6380	0.0	7.6380	2.7637
No log	0.0491	16	6.8411	0.0	6.8411	2.6155
No log	0.0552	18	6.1700	0.0	6.1700	2.4840
No log	0.0613	20	5.5627	0.0175	5.5627	2.3585
No log	0.0675	22	5.0999	0.0	5.0999	2.2583
No log	0.0736	24	4.5652	0.0	4.5652	2.1366
No log	0.0798	26	3.9460	0.0	3.9460	1.9865
No log	0.0859	28	3.3716	0.0	3.3716	1.8362
No log	0.0920	30	2.7731	0.0	2.7731	1.6653
No log	0.0982	32	2.2171	0.1616	2.2171	1.4890
No log	0.1043	34	1.6966	0.0174	1.6966	1.3025
No log	0.1104	36	1.2842	0.0	1.2842	1.1332
No log	0.1166	38	1.0283	0.0	1.0283	1.0140
No log	0.1227	40	0.8729	0.3522	0.8729	0.9343
No log	0.1288	42	0.7977	0.1161	0.7977	0.8931
No log	0.1350	44	0.8196	0.0430	0.8196	0.9053
No log	0.1411	46	0.8575	0.0327	0.8575	0.9260
No log	0.1472	48	0.9100	0.0164	0.9100	0.9540
No log	0.1534	50	0.8726	0.0164	0.8726	0.9341
No log	0.1595	52	0.9311	0.0	0.9311	0.9649
No log	0.1656	54	1.1807	0.2088	1.1807	1.0866
No log	0.1718	56	0.8685	0.0576	0.8685	0.9319
No log	0.1779	58	0.8130	0.1145	0.8130	0.9017
No log	0.1840	60	0.7343	0.1245	0.7343	0.8569
No log	0.1902	62	0.7127	0.2815	0.7127	0.8442
No log	0.1963	64	0.8166	0.3188	0.8166	0.9036
No log	0.2025	66	0.7706	0.3284	0.7706	0.8779
No log	0.2086	68	0.6989	0.3131	0.6989	0.8360
No log	0.2147	70	0.7126	0.1162	0.7126	0.8442
No log	0.2209	72	0.8091	0.1975	0.8091	0.8995
No log	0.2270	74	0.8574	0.1893	0.8574	0.9259
No log	0.2331	76	0.7315	0.1428	0.7315	0.8553
No log	0.2393	78	0.6767	0.3327	0.6767	0.8226
No log	0.2454	80	0.7581	0.3421	0.7581	0.8707
No log	0.2515	82	0.7619	0.3249	0.7619	0.8728
No log	0.2577	84	0.6960	0.3439	0.6960	0.8343
No log	0.2638	86	0.6471	0.3023	0.6471	0.8044
No log	0.2699	88	0.6624	0.1683	0.6624	0.8139
No log	0.2761	90	0.6592	0.2215	0.6592	0.8119
No log	0.2822	92	0.6722	0.3651	0.6722	0.8199
No log	0.2883	94	0.7344	0.2991	0.7344	0.8569
No log	0.2945	96	0.7214	0.2992	0.7214	0.8493
No log	0.3006	98	0.6697	0.3348	0.6697	0.8184
No log	0.3067	100	0.6561	0.2681	0.6561	0.8100
No log	0.3129	102	0.6968	0.1890	0.6968	0.8348
No log	0.3190	104	0.7618	0.1486	0.7618	0.8728
No log	0.3252	106	0.7585	0.1444	0.7585	0.8709
No log	0.3313	108	0.7034	0.1713	0.7034	0.8387
No log	0.3374	110	0.6598	0.2556	0.6598	0.8123
No log	0.3436	112	0.6481	0.2765	0.6481	0.8051
No log	0.3497	114	0.6514	0.2992	0.6514	0.8071
No log	0.3558	116	0.6348	0.3272	0.6348	0.7967
No log	0.3620	118	0.6244	0.3437	0.6244	0.7902
No log	0.3681	120	0.6250	0.3318	0.6250	0.7906
No log	0.3742	122	0.6351	0.3014	0.6351	0.7969
No log	0.3804	124	0.6631	0.2881	0.6631	0.8143
No log	0.3865	126	0.6337	0.3155	0.6337	0.7961
No log	0.3926	128	0.6171	0.3355	0.6171	0.7856
No log	0.3988	130	0.6005	0.3116	0.6005	0.7749
No log	0.4049	132	0.5968	0.3116	0.5968	0.7725
No log	0.4110	134	0.5957	0.2971	0.5957	0.7718
No log	0.4172	136	0.5932	0.3450	0.5932	0.7702
No log	0.4233	138	0.6032	0.3680	0.6032	0.7766
No log	0.4294	140	0.6051	0.3547	0.6051	0.7779
No log	0.4356	142	0.6117	0.3841	0.6117	0.7821
No log	0.4417	144	0.6082	0.3313	0.6082	0.7798
No log	0.4479	146	0.6235	0.2219	0.6235	0.7896
No log	0.4540	148	0.6167	0.2788	0.6167	0.7853
No log	0.4601	150	0.5809	0.3687	0.5809	0.7621
No log	0.4663	152	0.6013	0.4023	0.6013	0.7754
No log	0.4724	154	0.7362	0.3859	0.7362	0.8580
No log	0.4785	156	0.6582	0.4002	0.6582	0.8113
No log	0.4847	158	0.5704	0.4477	0.5704	0.7552
No log	0.4908	160	0.5110	0.5446	0.5110	0.7148
No log	0.4969	162	0.5052	0.5375	0.5052	0.7107
No log	0.5031	164	0.5610	0.4740	0.5610	0.7490
No log	0.5092	166	0.5210	0.5372	0.5210	0.7218
No log	0.5153	168	0.5486	0.5938	0.5486	0.7407
No log	0.5215	170	0.5372	0.5767	0.5372	0.7330
No log	0.5276	172	0.5140	0.5419	0.5140	0.7169
No log	0.5337	174	0.5173	0.5330	0.5173	0.7192
No log	0.5399	176	0.5478	0.5414	0.5478	0.7401
No log	0.5460	178	0.5734	0.5359	0.5734	0.7573
No log	0.5521	180	0.5229	0.5500	0.5229	0.7231
No log	0.5583	182	0.4974	0.5418	0.4974	0.7052
No log	0.5644	184	0.4985	0.5787	0.4985	0.7061
No log	0.5706	186	0.7183	0.4943	0.7183	0.8475
No log	0.5767	188	0.8429	0.4404	0.8429	0.9181
No log	0.5828	190	0.5902	0.5090	0.5902	0.7682
No log	0.5890	192	0.5362	0.5485	0.5362	0.7323
No log	0.5951	194	0.5770	0.5355	0.5770	0.7596
No log	0.6012	196	0.6970	0.4968	0.6970	0.8349
No log	0.6074	198	0.6670	0.4893	0.6670	0.8167
No log	0.6135	200	0.5946	0.5031	0.5946	0.7711
No log	0.6196	202	0.5291	0.4664	0.5291	0.7274
No log	0.6258	204	0.5576	0.4230	0.5576	0.7467
No log	0.6319	206	0.5084	0.5197	0.5084	0.7130
No log	0.6380	208	0.6601	0.5094	0.6601	0.8125
No log	0.6442	210	0.6098	0.5349	0.6098	0.7809
No log	0.6503	212	0.5066	0.5158	0.5066	0.7118
No log	0.6564	214	0.5282	0.4776	0.5282	0.7268
No log	0.6626	216	0.5084	0.5402	0.5084	0.7130
No log	0.6687	218	0.6359	0.5366	0.6359	0.7975
No log	0.6748	220	1.0165	0.3417	1.0165	1.0082
No log	0.6810	222	0.9466	0.3873	0.9466	0.9729
No log	0.6871	224	0.5765	0.5438	0.5765	0.7593
No log	0.6933	226	0.5255	0.4479	0.5255	0.7249
No log	0.6994	228	0.5374	0.4496	0.5374	0.7331
No log	0.7055	230	0.4989	0.4978	0.4989	0.7063
No log	0.7117	232	0.5894	0.5520	0.5894	0.7678
No log	0.7178	234	0.6382	0.5659	0.6382	0.7989
No log	0.7239	236	0.5450	0.5826	0.5450	0.7383
No log	0.7301	238	0.5151	0.5948	0.5151	0.7177
No log	0.7362	240	0.5395	0.5981	0.5395	0.7345
No log	0.7423	242	0.5207	0.6073	0.5207	0.7216
No log	0.7485	244	0.5436	0.6263	0.5436	0.7373
No log	0.7546	246	0.7772	0.4866	0.7772	0.8816
No log	0.7607	248	0.8573	0.4514	0.8573	0.9259
No log	0.7669	250	0.6095	0.5402	0.6095	0.7807
No log	0.7730	252	0.4844	0.5380	0.4844	0.6960
No log	0.7791	254	0.4799	0.5571	0.4799	0.6928
No log	0.7853	256	0.5610	0.5613	0.5610	0.7490
No log	0.7914	258	0.6437	0.5527	0.6437	0.8023
No log	0.7975	260	0.6050	0.5644	0.6050	0.7778
No log	0.8037	262	0.5064	0.5751	0.5064	0.7116
No log	0.8098	264	0.5061	0.5524	0.5061	0.7114
No log	0.8160	266	0.5416	0.5690	0.5416	0.7359
No log	0.8221	268	0.5273	0.5570	0.5273	0.7262
No log	0.8282	270	0.5384	0.5530	0.5384	0.7337
No log	0.8344	272	0.4995	0.5401	0.4995	0.7067
No log	0.8405	274	0.4945	0.5700	0.4945	0.7032
No log	0.8466	276	0.5096	0.5680	0.5096	0.7139
No log	0.8528	278	0.5651	0.5930	0.5651	0.7517
No log	0.8589	280	0.5391	0.5658	0.5391	0.7343
No log	0.8650	282	0.5791	0.5307	0.5791	0.7610
No log	0.8712	284	0.6574	0.4548	0.6574	0.8108
No log	0.8773	286	0.5466	0.5	0.5466	0.7393
No log	0.8834	288	0.5489	0.5602	0.5489	0.7409
No log	0.8896	290	0.5974	0.5329	0.5974	0.7729
No log	0.8957	292	0.5659	0.5123	0.5659	0.7523
No log	0.9018	294	0.5783	0.5247	0.5783	0.7605
No log	0.9080	296	0.5584	0.5191	0.5584	0.7473
No log	0.9141	298	0.7305	0.4864	0.7305	0.8547
No log	0.9202	300	1.2202	0.3385	1.2202	1.1046
No log	0.9264	302	1.1048	0.3721	1.1048	1.0511
No log	0.9325	304	0.7008	0.4824	0.7008	0.8371
No log	0.9387	306	0.5600	0.4281	0.5600	0.7483
No log	0.9448	308	0.5510	0.4448	0.5510	0.7423
No log	0.9509	310	0.6348	0.4920	0.6348	0.7967
No log	0.9571	312	0.9908	0.4131	0.9908	0.9954
No log	0.9632	314	0.9617	0.4452	0.9617	0.9806
No log	0.9693	316	0.6330	0.5507	0.6330	0.7956
No log	0.9755	318	0.5194	0.5226	0.5194	0.7207
No log	0.9816	320	0.6078	0.4736	0.6078	0.7796
No log	0.9877	322	0.5527	0.5178	0.5527	0.7434
No log	0.9939	324	0.5391	0.5906	0.5391	0.7343
No log	1.0	326	0.6388	0.5682	0.6388	0.7992
No log	1.0061	328	0.5967	0.5817	0.5967	0.7724
No log	1.0123	330	0.5542	0.5909	0.5542	0.7444
No log	1.0184	332	0.5350	0.5619	0.5350	0.7314
No log	1.0245	334	0.5220	0.5716	0.5220	0.7225
No log	1.0307	336	0.5297	0.5428	0.5297	0.7278
No log	1.0368	338	0.5272	0.5933	0.5272	0.7261
No log	1.0429	340	0.5575	0.6122	0.5575	0.7467
No log	1.0491	342	0.5407	0.6062	0.5407	0.7353
No log	1.0552	344	0.5407	0.5781	0.5407	0.7353
No log	1.0613	346	0.5609	0.5961	0.5609	0.7489
No log	1.0675	348	0.6529	0.5584	0.6529	0.8080
No log	1.0736	350	0.5439	0.5886	0.5439	0.7375
No log	1.0798	352	0.5035	0.5134	0.5035	0.7096
No log	1.0859	354	0.5201	0.5063	0.5201	0.7212
No log	1.0920	356	0.5511	0.5523	0.5511	0.7423
No log	1.0982	358	0.8110	0.4913	0.8110	0.9005
No log	1.1043	360	0.7666	0.5112	0.7666	0.8756
No log	1.1104	362	0.5698	0.5394	0.5698	0.7549
No log	1.1166	364	0.5400	0.5036	0.5400	0.7348
No log	1.1227	366	0.5324	0.5105	0.5324	0.7297
No log	1.1288	368	0.5708	0.5373	0.5708	0.7555
No log	1.1350	370	0.5914	0.5507	0.5914	0.7690
No log	1.1411	372	0.5207	0.5700	0.5207	0.7216
No log	1.1472	374	0.5312	0.5294	0.5312	0.7288
No log	1.1534	376	0.5395	0.5261	0.5395	0.7345
No log	1.1595	378	0.5275	0.5976	0.5275	0.7263
No log	1.1656	380	0.6099	0.5718	0.6099	0.7810
No log	1.1718	382	0.6965	0.5400	0.6965	0.8346
No log	1.1779	384	0.5434	0.4958	0.5434	0.7371
No log	1.1840	386	0.5209	0.4839	0.5209	0.7217
No log	1.1902	388	0.5102	0.5106	0.5102	0.7142
No log	1.1963	390	0.4943	0.5382	0.4943	0.7031
No log	1.2025	392	0.5372	0.5804	0.5372	0.7330
No log	1.2086	394	0.5876	0.5939	0.5876	0.7666
No log	1.2147	396	0.5444	0.5673	0.5444	0.7379
No log	1.2209	398	0.6162	0.4965	0.6162	0.7850
No log	1.2270	400	0.6460	0.5037	0.6460	0.8038
No log	1.2331	402	0.5415	0.5732	0.5415	0.7358
No log	1.2393	404	0.5799	0.5789	0.5799	0.7615
No log	1.2454	406	0.6134	0.5678	0.6134	0.7832
No log	1.2515	408	0.5401	0.5514	0.5401	0.7349
No log	1.2577	410	0.5600	0.4955	0.5600	0.7483
No log	1.2638	412	0.5375	0.5273	0.5375	0.7332
No log	1.2699	414	0.6106	0.5418	0.6106	0.7814
No log	1.2761	416	0.9647	0.3986	0.9647	0.9822
No log	1.2822	418	0.9315	0.3970	0.9315	0.9651
No log	1.2883	420	0.6307	0.5242	0.6307	0.7942
No log	1.2945	422	0.5134	0.5285	0.5134	0.7165
No log	1.3006	424	0.5131	0.5213	0.5131	0.7163
No log	1.3067	426	0.5251	0.5537	0.5251	0.7247
No log	1.3129	428	0.7866	0.5107	0.7866	0.8869
No log	1.3190	430	0.8209	0.4796	0.8209	0.9060
No log	1.3252	432	0.5914	0.5436	0.5914	0.7690
No log	1.3313	434	0.4888	0.5643	0.4888	0.6992
No log	1.3374	436	0.4898	0.5144	0.4898	0.6999
No log	1.3436	438	0.4771	0.5688	0.4771	0.6907
No log	1.3497	440	0.5531	0.5765	0.5531	0.7437
No log	1.3558	442	0.6340	0.5566	0.6340	0.7963
No log	1.3620	444	0.5263	0.5869	0.5263	0.7255
No log	1.3681	446	0.4933	0.5476	0.4933	0.7023
No log	1.3742	448	0.5172	0.5526	0.5172	0.7192
No log	1.3804	450	0.4916	0.5667	0.4916	0.7012
No log	1.3865	452	0.5275	0.5861	0.5275	0.7263
No log	1.3926	454	0.6442	0.5594	0.6442	0.8026
No log	1.3988	456	0.7735	0.4804	0.7735	0.8795
No log	1.4049	458	0.6094	0.5330	0.6094	0.7807
No log	1.4110	460	0.5144	0.5408	0.5144	0.7172
No log	1.4172	462	0.5540	0.4990	0.5540	0.7443
No log	1.4233	464	0.5387	0.5358	0.5387	0.7340
No log	1.4294	466	0.5509	0.5360	0.5509	0.7422
No log	1.4356	468	0.7852	0.4488	0.7852	0.8861
No log	1.4417	470	0.8621	0.4230	0.8621	0.9285
No log	1.4479	472	0.6708	0.4775	0.6708	0.8190
No log	1.4540	474	0.5646	0.5194	0.5646	0.7514
No log	1.4601	476	0.5860	0.5007	0.5860	0.7655
No log	1.4663	478	0.7566	0.4341	0.7566	0.8698
No log	1.4724	480	0.9305	0.3893	0.9305	0.9646
No log	1.4785	482	0.7918	0.4367	0.7918	0.8899
No log	1.4847	484	0.5949	0.5164	0.5949	0.7713
No log	1.4908	486	0.5091	0.5591	0.5091	0.7135
No log	1.4969	488	0.5046	0.5617	0.5046	0.7104
No log	1.5031	490	0.5024	0.5863	0.5024	0.7088
No log	1.5092	492	0.5790	0.5470	0.5790	0.7609
No log	1.5153	494	0.5172	0.5939	0.5172	0.7192
No log	1.5215	496	0.4763	0.5833	0.4763	0.6901
No log	1.5276	498	0.5090	0.5470	0.5090	0.7134
1.2863	1.5337	500	0.5367	0.5435	0.5367	0.7326
1.2863	1.5399	502	0.4821	0.5747	0.4821	0.6944
1.2863	1.5460	504	0.5553	0.6086	0.5553	0.7452
1.2863	1.5521	506	0.7079	0.5147	0.7079	0.8414
1.2863	1.5583	508	0.6387	0.5232	0.6387	0.7992
1.2863	1.5644	510	0.5330	0.5701	0.5330	0.7301
1.2863	1.5706	512	0.5292	0.5505	0.5292	0.7275
1.2863	1.5767	514	0.5494	0.5358	0.5494	0.7412
1.2863	1.5828	516	0.7201	0.4916	0.7201	0.8486
1.2863	1.5890	518	0.7966	0.4689	0.7966	0.8925
1.2863	1.5951	520	0.6187	0.5454	0.6187	0.7866
1.2863	1.6012	522	0.4901	0.5703	0.4901	0.7000
1.2863	1.6074	524	0.5120	0.5628	0.5120	0.7155
1.2863	1.6135	526	0.4874	0.5669	0.4874	0.6981
1.2863	1.6196	528	0.5624	0.5796	0.5624	0.7499
1.2863	1.6258	530	0.7433	0.5161	0.7433	0.8621
1.2863	1.6319	532	0.6748	0.5526	0.6748	0.8214
1.2863	1.6380	534	0.5202	0.5630	0.5202	0.7213
1.2863	1.6442	536	0.5190	0.5682	0.5190	0.7204
1.2863	1.6503	538	0.5187	0.5709	0.5187	0.7202
1.2863	1.6564	540	0.5679	0.5787	0.5679	0.7536
1.2863	1.6626	542	0.5393	0.5841	0.5393	0.7344
1.2863	1.6687	544	0.5514	0.5806	0.5514	0.7426
1.2863	1.6748	546	0.5064	0.6099	0.5064	0.7116
1.2863	1.6810	548	0.4797	0.5785	0.4797	0.6926
1.2863	1.6871	550	0.6252	0.5070	0.6252	0.7907
1.2863	1.6933	552	0.6457	0.5011	0.6457	0.8036
1.2863	1.6994	554	0.5282	0.5379	0.5282	0.7267
1.2863	1.7055	556	0.4587	0.5907	0.4587	0.6773
1.2863	1.7117	558	0.5027	0.6112	0.5027	0.7090
1.2863	1.7178	560	0.4815	0.6057	0.4815	0.6939
1.2863	1.7239	562	0.4761	0.5573	0.4761	0.6900
1.2863	1.7301	564	0.5484	0.5091	0.5484	0.7405
1.2863	1.7362	566	0.5270	0.5387	0.5270	0.7260
1.2863	1.7423	568	0.4735	0.5683	0.4735	0.6881
1.2863	1.7485	570	0.5553	0.6027	0.5553	0.7452
1.2863	1.7546	572	0.6286	0.5704	0.6286	0.7928
1.2863	1.7607	574	0.5423	0.5885	0.5423	0.7364
1.2863	1.7669	576	0.5104	0.5836	0.5104	0.7144
1.2863	1.7730	578	0.5026	0.5536	0.5026	0.7090
1.2863	1.7791	580	0.5063	0.5679	0.5063	0.7115
1.2863	1.7853	582	0.5526	0.5908	0.5526	0.7434
1.2863	1.7914	584	0.5442	0.5909	0.5442	0.7377
1.2863	1.7975	586	0.4982	0.6087	0.4982	0.7059
1.2863	1.8037	588	0.5081	0.6117	0.5081	0.7128
1.2863	1.8098	590	0.6361	0.5951	0.6361	0.7976
1.2863	1.8160	592	0.6908	0.5762	0.6908	0.8311
1.2863	1.8221	594	0.5393	0.6010	0.5393	0.7344
1.2863	1.8282	596	0.4770	0.5933	0.4770	0.6906
1.2863	1.8344	598	0.5151	0.5833	0.5151	0.7177
1.2863	1.8405	600	0.5128	0.5848	0.5128	0.7161
1.2863	1.8466	602	0.4716	0.6126	0.4716	0.6867
1.2863	1.8528	604	0.5460	0.6117	0.5460	0.7389
1.2863	1.8589	606	0.5625	0.5997	0.5625	0.7500
1.2863	1.8650	608	0.4968	0.6031	0.4968	0.7048
1.2863	1.8712	610	0.4958	0.5958	0.4958	0.7042
1.2863	1.8773	612	0.4977	0.6090	0.4977	0.7055
1.2863	1.8834	614	0.5175	0.6112	0.5175	0.7194
1.2863	1.8896	616	0.5618	0.6060	0.5618	0.7495
1.2863	1.8957	618	0.5797	0.6108	0.5797	0.7614
1.2863	1.9018	620	0.5113	0.6112	0.5113	0.7150
1.2863	1.9080	622	0.4725	0.6054	0.4725	0.6874
1.2863	1.9141	624	0.4748	0.5769	0.4748	0.6891
1.2863	1.9202	626	0.4728	0.5770	0.4728	0.6876
1.2863	1.9264	628	0.4708	0.6144	0.4708	0.6862
1.2863	1.9325	630	0.5272	0.5804	0.5272	0.7261
1.2863	1.9387	632	0.5221	0.5750	0.5221	0.7226
1.2863	1.9448	634	0.5040	0.5597	0.5040	0.7099
1.2863	1.9509	636	0.5091	0.5471	0.5091	0.7135
1.2863	1.9571	638	0.5312	0.5559	0.5312	0.7288
1.2863	1.9632	640	0.6438	0.5133	0.6438	0.8024
1.2863	1.9693	642	0.7271	0.4789	0.7271	0.8527
1.2863	1.9755	644	0.6319	0.5494	0.6319	0.7949
1.2863	1.9816	646	0.5357	0.5585	0.5357	0.7319
1.2863	1.9877	648	0.5389	0.5558	0.5389	0.7341
1.2863	1.9939	650	0.6343	0.5723	0.6343	0.7964
1.2863	2.0	652	0.6336	0.5737	0.6336	0.7960
1.2863	2.0061	654	0.5319	0.5447	0.5319	0.7293
1.2863	2.0123	656	0.5011	0.5695	0.5011	0.7079
1.2863	2.0184	658	0.5153	0.5548	0.5153	0.7179
1.2863	2.0245	660	0.6211	0.5885	0.6211	0.7881
1.2863	2.0307	662	0.5978	0.5948	0.5978	0.7732
1.2863	2.0368	664	0.4990	0.5946	0.4990	0.7064
1.2863	2.0429	666	0.4918	0.5984	0.4918	0.7013
1.2863	2.0491	668	0.5210	0.6106	0.5210	0.7218
1.2863	2.0552	670	0.5041	0.6221	0.5041	0.7100
1.2863	2.0613	672	0.4809	0.6212	0.4809	0.6935
1.2863	2.0675	674	0.4855	0.6264	0.4855	0.6968
1.2863	2.0736	676	0.5013	0.6328	0.5013	0.7080
1.2863	2.0798	678	0.6557	0.6065	0.6557	0.8098
1.2863	2.0859	680	0.6083	0.6155	0.6083	0.7799
1.2863	2.0920	682	0.4759	0.6196	0.4759	0.6899
1.2863	2.0982	684	0.4675	0.6096	0.4675	0.6837
1.2863	2.1043	686	0.4760	0.6128	0.4760	0.6899
1.2863	2.1104	688	0.5913	0.5809	0.5913	0.7690
1.2863	2.1166	690	0.7210	0.5376	0.7210	0.8491
1.2863	2.1227	692	0.6719	0.5607	0.6719	0.8197
1.2863	2.1288	694	0.5013	0.5954	0.5013	0.7080
1.2863	2.1350	696	0.4730	0.5667	0.4730	0.6878
1.2863	2.1411	698	0.4756	0.5695	0.4756	0.6896
1.2863	2.1472	700	0.4891	0.5977	0.4891	0.6994
1.2863	2.1534	702	0.6546	0.5842	0.6546	0.8091
1.2863	2.1595	704	0.6464	0.5805	0.6464	0.8040
1.2863	2.1656	706	0.5074	0.5717	0.5074	0.7123
1.2863	2.1718	708	0.4932	0.5516	0.4932	0.7023
1.2863	2.1779	710	0.4983	0.5565	0.4983	0.7059
1.2863	2.1840	712	0.5435	0.5754	0.5435	0.7372
1.2863	2.1902	714	0.7877	0.4940	0.7877	0.8875
1.2863	2.1963	716	0.8068	0.4785	0.8068	0.8982
1.2863	2.2025	718	0.6044	0.5583	0.6044	0.7774
1.2863	2.2086	720	0.4961	0.5912	0.4961	0.7044
1.2863	2.2147	722	0.4894	0.5738	0.4894	0.6996
1.2863	2.2209	724	0.4891	0.5958	0.4891	0.6994
1.2863	2.2270	726	0.5538	0.5935	0.5538	0.7442
1.2863	2.2331	728	0.5209	0.5926	0.5209	0.7217
1.2863	2.2393	730	0.4626	0.6201	0.4626	0.6801
1.2863	2.2454	732	0.4590	0.6110	0.4590	0.6775
1.2863	2.2515	734	0.4693	0.6187	0.4693	0.6850
1.2863	2.2577	736	0.4540	0.6280	0.4540	0.6738
1.2863	2.2638	738	0.4622	0.6137	0.4622	0.6799
1.2863	2.2699	740	0.4697	0.6265	0.4697	0.6853
1.2863	2.2761	742	0.4847	0.6272	0.4847	0.6962
1.2863	2.2822	744	0.5785	0.6171	0.5785	0.7606
1.2863	2.2883	746	0.5935	0.5963	0.5935	0.7704
1.2863	2.2945	748	0.5598	0.5942	0.5598	0.7482
1.2863	2.3006	750	0.6092	0.5686	0.6092	0.7805
1.2863	2.3067	752	0.5933	0.5635	0.5933	0.7703
1.2863	2.3129	754	0.5573	0.5834	0.5573	0.7465
1.2863	2.3190	756	0.5188	0.5963	0.5188	0.7203
1.2863	2.3252	758	0.5804	0.5879	0.5804	0.7619
1.2863	2.3313	760	0.7358	0.5283	0.7358	0.8578
1.2863	2.3374	762	0.6780	0.5375	0.6780	0.8234
1.2863	2.3436	764	0.5266	0.5821	0.5266	0.7256
1.2863	2.3497	766	0.4925	0.5860	0.4925	0.7018
1.2863	2.3558	768	0.4865	0.6108	0.4865	0.6975
1.2863	2.3620	770	0.4960	0.6069	0.4960	0.7043
1.2863	2.3681	772	0.5371	0.6003	0.5371	0.7329
1.2863	2.3742	774	0.5166	0.5913	0.5166	0.7188
1.2863	2.3804	776	0.4844	0.5967	0.4844	0.6960
1.2863	2.3865	778	0.4837	0.5856	0.4837	0.6955
1.2863	2.3926	780	0.5331	0.5921	0.5331	0.7301
1.2863	2.3988	782	0.5617	0.6173	0.5617	0.7494
1.2863	2.4049	784	0.5503	0.6206	0.5503	0.7418
1.2863	2.4110	786	0.5158	0.6083	0.5158	0.7182
1.2863	2.4172	788	0.4718	0.6111	0.4718	0.6869
1.2863	2.4233	790	0.4741	0.6150	0.4741	0.6886
1.2863	2.4294	792	0.4730	0.6315	0.4730	0.6878
1.2863	2.4356	794	0.5284	0.6499	0.5284	0.7269
1.2863	2.4417	796	0.6149	0.6315	0.6149	0.7841
1.2863	2.4479	798	0.5083	0.6659	0.5083	0.7129
1.2863	2.4540	800	0.4644	0.6341	0.4644	0.6815
1.2863	2.4601	802	0.4555	0.6251	0.4555	0.6749
1.2863	2.4663	804	0.5557	0.6376	0.5557	0.7454
1.2863	2.4724	806	0.7196	0.5585	0.7196	0.8483
1.2863	2.4785	808	0.6401	0.6098	0.6401	0.8000
1.2863	2.4847	810	0.4744	0.5978	0.4744	0.6888
1.2863	2.4908	812	0.4498	0.6171	0.4498	0.6707
1.2863	2.4969	814	0.4542	0.6177	0.4542	0.6740
1.2863	2.5031	816	0.5095	0.6161	0.5095	0.7138
1.2863	2.5092	818	0.6502	0.6155	0.6502	0.8063
1.2863	2.5153	820	0.5696	0.6417	0.5696	0.7547
1.2863	2.5215	822	0.4723	0.6206	0.4723	0.6872
1.2863	2.5276	824	0.4594	0.6237	0.4594	0.6778
1.2863	2.5337	826	0.4530	0.6414	0.4530	0.6730
1.2863	2.5399	828	0.4478	0.6295	0.4478	0.6692
1.2863	2.5460	830	0.4692	0.6175	0.4692	0.6850
1.2863	2.5521	832	0.4484	0.6260	0.4484	0.6696
1.2863	2.5583	834	0.4464	0.6156	0.4464	0.6682
1.2863	2.5644	836	0.4575	0.6177	0.4575	0.6764
1.2863	2.5706	838	0.4654	0.6205	0.4654	0.6822
1.2863	2.5767	840	0.5099	0.6229	0.5099	0.7140
1.2863	2.5828	842	0.4875	0.6045	0.4875	0.6982
1.2863	2.5890	844	0.5077	0.6135	0.5077	0.7125
1.2863	2.5951	846	0.5224	0.6171	0.5224	0.7228
1.2863	2.6012	848	0.5973	0.6067	0.5973	0.7728
1.2863	2.6074	850	0.5576	0.6259	0.5576	0.7467
1.2863	2.6135	852	0.4954	0.6105	0.4954	0.7039
1.2863	2.6196	854	0.4830	0.5998	0.4830	0.6950
1.2863	2.6258	856	0.5075	0.6173	0.5075	0.7124
1.2863	2.6319	858	0.5878	0.6126	0.5878	0.7667
1.2863	2.6380	860	0.5771	0.6115	0.5771	0.7597
1.2863	2.6442	862	0.5905	0.6170	0.5905	0.7684
1.2863	2.6503	864	0.5108	0.6010	0.5108	0.7147
1.2863	2.6564	866	0.4749	0.5822	0.4749	0.6891
1.2863	2.6626	868	0.4742	0.5847	0.4742	0.6886
1.2863	2.6687	870	0.5173	0.6099	0.5173	0.7192
1.2863	2.6748	872	0.5405	0.6295	0.5405	0.7352
1.2863	2.6810	874	0.5348	0.6155	0.5348	0.7313
1.2863	2.6871	876	0.5697	0.6206	0.5697	0.7548
1.2863	2.6933	878	0.5126	0.6195	0.5126	0.7159
1.2863	2.6994	880	0.4586	0.6206	0.4586	0.6772
1.2863	2.7055	882	0.4454	0.6322	0.4454	0.6674
1.2863	2.7117	884	0.4452	0.6166	0.4452	0.6672
1.2863	2.7178	886	0.4719	0.6221	0.4719	0.6870
1.2863	2.7239	888	0.4750	0.6181	0.4750	0.6892
1.2863	2.7301	890	0.4625	0.6015	0.4625	0.6801
1.2863	2.7362	892	0.4675	0.5933	0.4675	0.6837
1.2863	2.7423	894	0.4646	0.6070	0.4646	0.6816
1.2863	2.7485	896	0.4746	0.6055	0.4746	0.6889
1.2863	2.7546	898	0.4810	0.6032	0.4810	0.6936
1.2863	2.7607	900	0.4714	0.5717	0.4714	0.6866
1.2863	2.7669	902	0.5003	0.5775	0.5003	0.7073
1.2863	2.7730	904	0.4819	0.5737	0.4819	0.6942
1.2863	2.7791	906	0.4975	0.6047	0.4975	0.7053
1.2863	2.7853	908	0.5081	0.6040	0.5081	0.7128
1.2863	2.7914	910	0.4848	0.5817	0.4848	0.6962
1.2863	2.7975	912	0.4858	0.5636	0.4858	0.6970
1.2863	2.8037	914	0.4890	0.5538	0.4890	0.6993
1.2863	2.8098	916	0.4903	0.5883	0.4903	0.7002
1.2863	2.8160	918	0.5519	0.5867	0.5519	0.7429
1.2863	2.8221	920	0.5069	0.5987	0.5069	0.7119
1.2863	2.8282	922	0.4676	0.5809	0.4676	0.6838
1.2863	2.8344	924	0.4784	0.5665	0.4784	0.6917
1.2863	2.8405	926	0.4617	0.6081	0.4617	0.6795
1.2863	2.8466	928	0.6372	0.5657	0.6372	0.7982
1.2863	2.8528	930	0.7792	0.5438	0.7792	0.8827
1.2863	2.8589	932	0.6120	0.5912	0.6120	0.7823
1.2863	2.8650	934	0.4507	0.5998	0.4507	0.6714
1.2863	2.8712	936	0.4761	0.5912	0.4761	0.6900
1.2863	2.8773	938	0.4517	0.6035	0.4517	0.6721
1.2863	2.8834	940	0.5021	0.6033	0.5021	0.7086
1.2863	2.8896	942	0.6679	0.5758	0.6679	0.8172
1.2863	2.8957	944	0.6165	0.5933	0.6165	0.7852
1.2863	2.9018	946	0.4679	0.6151	0.4679	0.6841
1.2863	2.9080	948	0.4548	0.5957	0.4548	0.6744
1.2863	2.9141	950	0.4586	0.6045	0.4586	0.6772
1.2863	2.9202	952	0.5387	0.6144	0.5387	0.7340
1.2863	2.9264	954	0.5933	0.6013	0.5933	0.7703
1.2863	2.9325	956	0.5102	0.6269	0.5102	0.7143
1.2863	2.9387	958	0.4682	0.6145	0.4682	0.6842
1.2863	2.9448	960	0.4541	0.6183	0.4541	0.6738
1.2863	2.9509	962	0.4712	0.6200	0.4712	0.6864
1.2863	2.9571	964	0.6176	0.5733	0.6176	0.7859
1.2863	2.9632	966	0.7179	0.5344	0.7179	0.8473
1.2863	2.9693	968	0.6013	0.5670	0.6013	0.7754
1.2863	2.9755	970	0.4683	0.6080	0.4683	0.6843
1.2863	2.9816	972	0.4841	0.5969	0.4841	0.6957
1.2863	2.9877	974	0.4867	0.6210	0.4867	0.6977
1.2863	2.9939	976	0.4640	0.6090	0.4640	0.6812
1.2863	3.0	978	0.5952	0.6019	0.5952	0.7715
1.2863	3.0061	980	0.7217	0.5607	0.7217	0.8495
1.2863	3.0123	982	0.6459	0.6091	0.6459	0.8037
1.2863	3.0184	984	0.4977	0.5962	0.4977	0.7055
1.2863	3.0245	986	0.5211	0.5904	0.5211	0.7219
1.2863	3.0307	988	0.5215	0.5828	0.5215	0.7221
1.2863	3.0368	990	0.4931	0.5976	0.4931	0.7022
1.2863	3.0429	992	0.5785	0.6019	0.5785	0.7606
1.2863	3.0491	994	0.6252	0.5893	0.6252	0.7907
1.2863	3.0552	996	0.5429	0.5929	0.5429	0.7368
1.2863	3.0613	998	0.4915	0.5790	0.4915	0.7011
0.3679	3.0675	1000	0.5053	0.5863	0.5053	0.7108
0.3679	3.0736	1002	0.5063	0.5689	0.5063	0.7115
0.3679	3.0798	1004	0.5231	0.5618	0.5231	0.7232
0.3679	3.0859	1006	0.6088	0.5643	0.6088	0.7802
0.3679	3.0920	1008	0.7397	0.5169	0.7397	0.8601
0.3679	3.0982	1010	0.6800	0.5531	0.6800	0.8246

Framework versions

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