ASAP_FineTuningBERT_AugV4_k4_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: 0.4901
• Qwk: 0.5743
• Mse: 0.4901
• Rmse: 0.7001

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	0.0047	2	10.4914	-0.0017	10.4914	3.2390
No log	0.0095	4	8.8484	0.0	8.8484	2.9746
No log	0.0142	6	7.1383	0.0	7.1383	2.6718
No log	0.0189	8	5.7341	0.0715	5.7341	2.3946
No log	0.0236	10	4.6769	0.0039	4.6769	2.1626
No log	0.0284	12	3.7222	0.0039	3.7222	1.9293
No log	0.0331	14	2.9351	0.0	2.9351	1.7132
No log	0.0378	16	2.3612	0.0644	2.3612	1.5366
No log	0.0426	18	1.7671	0.0437	1.7671	1.3293
No log	0.0473	20	1.3727	0.0213	1.3727	1.1716
No log	0.0520	22	1.0604	0.0107	1.0604	1.0298
No log	0.0567	24	0.8824	0.1218	0.8824	0.9394
No log	0.0615	26	0.7797	0.2194	0.7797	0.8830
No log	0.0662	28	0.7981	0.0679	0.7981	0.8933
No log	0.0709	30	0.8877	0.0164	0.8877	0.9422
No log	0.0757	32	0.9580	0.0164	0.9580	0.9788
No log	0.0804	34	0.9864	0.0164	0.9864	0.9932
No log	0.0851	36	1.1089	0.0164	1.1089	1.0531
No log	0.0898	38	0.8963	0.0267	0.8963	0.9467
No log	0.0946	40	0.8871	0.0474	0.8871	0.9418
No log	0.0993	42	0.7717	0.0824	0.7717	0.8784
No log	0.1040	44	0.8510	0.0517	0.8510	0.9225
No log	0.1087	46	0.7427	0.1329	0.7427	0.8618
No log	0.1135	48	0.8213	0.0722	0.8213	0.9063
No log	0.1182	50	0.8552	0.1229	0.8552	0.9247
No log	0.1229	52	1.0579	0.2808	1.0579	1.0285
No log	0.1277	54	1.1845	0.2799	1.1845	1.0884
No log	0.1324	56	0.7740	0.1423	0.7740	0.8798
No log	0.1371	58	0.7331	0.1675	0.7331	0.8562
No log	0.1418	60	1.0262	0.2856	1.0262	1.0130
No log	0.1466	62	0.9231	0.3040	0.9231	0.9608
No log	0.1513	64	0.5857	0.3334	0.5857	0.7653
No log	0.1560	66	0.6564	0.3726	0.6564	0.8102
No log	0.1608	68	0.9701	0.2562	0.9701	0.9849
No log	0.1655	70	0.6997	0.4050	0.6997	0.8365
No log	0.1702	72	0.5197	0.4292	0.5197	0.7209
No log	0.1749	74	0.5411	0.4872	0.5411	0.7356
No log	0.1797	76	0.5565	0.4882	0.5565	0.7460
No log	0.1844	78	0.4931	0.5288	0.4931	0.7022
No log	0.1891	80	0.6276	0.4991	0.6276	0.7922
No log	0.1939	82	0.6705	0.4903	0.6705	0.8188
No log	0.1986	84	0.5454	0.5417	0.5454	0.7385
No log	0.2033	86	0.6646	0.4555	0.6646	0.8153
No log	0.2080	88	0.5160	0.6037	0.5160	0.7183
No log	0.2128	90	0.5265	0.6021	0.5265	0.7256
No log	0.2175	92	0.5594	0.5848	0.5594	0.7479
No log	0.2222	94	0.5486	0.5833	0.5486	0.7406
No log	0.2270	96	0.5880	0.5182	0.5880	0.7668
No log	0.2317	98	0.5134	0.5997	0.5134	0.7165
No log	0.2364	100	0.7284	0.4678	0.7284	0.8535
No log	0.2411	102	0.6981	0.4778	0.6981	0.8355
No log	0.2459	104	0.5009	0.5111	0.5009	0.7077
No log	0.2506	106	0.5377	0.5138	0.5377	0.7333
No log	0.2553	108	0.5484	0.5100	0.5484	0.7406
No log	0.2600	110	1.1207	0.3245	1.1207	1.0586
No log	0.2648	112	1.3283	0.2207	1.3283	1.1525
No log	0.2695	114	1.0649	0.3406	1.0649	1.0320
No log	0.2742	116	0.5766	0.4711	0.5766	0.7594
No log	0.2790	118	0.5194	0.4628	0.5194	0.7207
No log	0.2837	120	0.5272	0.4062	0.5272	0.7261
No log	0.2884	122	0.7426	0.4019	0.7426	0.8618
No log	0.2931	124	0.9893	0.3548	0.9893	0.9946
No log	0.2979	126	1.0100	0.3460	1.0100	1.0050
No log	0.3026	128	0.7199	0.4555	0.7199	0.8485
No log	0.3073	130	0.5013	0.5149	0.5013	0.7080
No log	0.3121	132	0.8285	0.3875	0.8285	0.9102
No log	0.3168	134	0.7584	0.4038	0.7584	0.8709
No log	0.3215	136	0.4947	0.5592	0.4947	0.7034
No log	0.3262	138	0.8533	0.3822	0.8533	0.9238
No log	0.3310	140	1.1234	0.3049	1.1234	1.0599
No log	0.3357	142	0.9969	0.3521	0.9969	0.9985
No log	0.3404	144	0.7050	0.3583	0.7050	0.8397
No log	0.3452	146	0.5524	0.3895	0.5524	0.7432
No log	0.3499	148	0.6219	0.4195	0.6219	0.7886
No log	0.3546	150	0.6143	0.4168	0.6143	0.7838
No log	0.3593	152	0.5421	0.4167	0.5421	0.7363
No log	0.3641	154	0.6319	0.4413	0.6319	0.7949
No log	0.3688	156	0.6293	0.4431	0.6293	0.7933
No log	0.3735	158	0.6174	0.4388	0.6174	0.7857
No log	0.3783	160	0.6786	0.4547	0.6786	0.8238
No log	0.3830	162	0.7209	0.4449	0.7209	0.8490
No log	0.3877	164	0.5614	0.5033	0.5614	0.7492
No log	0.3924	166	0.5325	0.5150	0.5325	0.7298
No log	0.3972	168	0.5792	0.5305	0.5792	0.7610
No log	0.4019	170	0.6009	0.5453	0.6009	0.7752
No log	0.4066	172	0.6198	0.5489	0.6198	0.7873
No log	0.4113	174	0.5207	0.5649	0.5207	0.7216
No log	0.4161	176	0.5083	0.5589	0.5083	0.7130
No log	0.4208	178	0.4906	0.5581	0.4906	0.7004
No log	0.4255	180	0.6022	0.5401	0.6022	0.7760
No log	0.4303	182	0.8963	0.4271	0.8963	0.9467
No log	0.4350	184	0.8773	0.4187	0.8773	0.9367
No log	0.4397	186	0.6216	0.4956	0.6216	0.7884
No log	0.4444	188	0.5154	0.5460	0.5154	0.7179
No log	0.4492	190	0.5311	0.5590	0.5311	0.7287
No log	0.4539	192	0.7511	0.4396	0.7511	0.8667
No log	0.4586	194	0.9564	0.3769	0.9564	0.9780
No log	0.4634	196	0.9081	0.3795	0.9081	0.9529
No log	0.4681	198	0.6835	0.4517	0.6835	0.8267
No log	0.4728	200	0.6461	0.4961	0.6461	0.8038
No log	0.4775	202	0.6718	0.4805	0.6718	0.8196
No log	0.4823	204	0.5816	0.5177	0.5816	0.7626
No log	0.4870	206	0.5110	0.5543	0.5110	0.7149
No log	0.4917	208	0.5280	0.5396	0.5280	0.7266
No log	0.4965	210	0.5182	0.5329	0.5182	0.7198
No log	0.5012	212	0.5274	0.5301	0.5274	0.7262
No log	0.5059	214	0.5108	0.5377	0.5108	0.7147
No log	0.5106	216	0.5242	0.5585	0.5242	0.7240
No log	0.5154	218	0.4987	0.5659	0.4987	0.7062
No log	0.5201	220	0.5278	0.5702	0.5278	0.7265
No log	0.5248	222	0.5238	0.5671	0.5238	0.7238
No log	0.5296	224	0.4925	0.5591	0.4925	0.7018
No log	0.5343	226	0.4999	0.5578	0.4999	0.7070
No log	0.5390	228	0.5988	0.5392	0.5988	0.7738
No log	0.5437	230	0.8854	0.4227	0.8854	0.9410
No log	0.5485	232	0.9978	0.3505	0.9978	0.9989
No log	0.5532	234	0.7967	0.4039	0.7967	0.8926
No log	0.5579	236	0.6095	0.4224	0.6095	0.7807
No log	0.5626	238	0.5992	0.4266	0.5992	0.7741
No log	0.5674	240	0.6821	0.4632	0.6821	0.8259
No log	0.5721	242	0.6258	0.5029	0.6258	0.7911
No log	0.5768	244	0.5851	0.5358	0.5851	0.7649
No log	0.5816	246	0.5047	0.5652	0.5047	0.7104
No log	0.5863	248	0.5803	0.5341	0.5803	0.7618
No log	0.5910	250	0.5628	0.5532	0.5628	0.7502
No log	0.5957	252	0.5188	0.6007	0.5188	0.7203
No log	0.6005	254	0.5736	0.5857	0.5736	0.7574
No log	0.6052	256	0.5789	0.5953	0.5789	0.7608
No log	0.6099	258	0.5445	0.5888	0.5445	0.7379
No log	0.6147	260	0.5966	0.5756	0.5966	0.7724
No log	0.6194	262	0.6566	0.4953	0.6566	0.8103
No log	0.6241	264	0.6903	0.4782	0.6903	0.8309
No log	0.6288	266	0.7930	0.4200	0.7930	0.8905
No log	0.6336	268	0.7367	0.4442	0.7367	0.8583
No log	0.6383	270	0.6582	0.4679	0.6582	0.8113
No log	0.6430	272	0.6477	0.4679	0.6477	0.8048
No log	0.6478	274	0.5714	0.5204	0.5714	0.7559
No log	0.6525	276	0.5365	0.5606	0.5365	0.7324
No log	0.6572	278	0.5722	0.5548	0.5722	0.7565
No log	0.6619	280	0.5821	0.5791	0.5821	0.7630
No log	0.6667	282	0.5707	0.5829	0.5707	0.7555
No log	0.6714	284	0.6352	0.5497	0.6352	0.7970
No log	0.6761	286	0.5735	0.5696	0.5735	0.7573
No log	0.6809	288	0.5062	0.6143	0.5062	0.7115
No log	0.6856	290	0.5707	0.5336	0.5707	0.7555
No log	0.6903	292	0.7620	0.4478	0.7620	0.8729
No log	0.6950	294	0.8143	0.4406	0.8143	0.9024
No log	0.6998	296	0.7003	0.4790	0.7003	0.8369
No log	0.7045	298	0.5546	0.5359	0.5546	0.7447
No log	0.7092	300	0.5577	0.5289	0.5577	0.7468
No log	0.7139	302	0.5300	0.5502	0.5300	0.7280
No log	0.7187	304	0.6383	0.5147	0.6383	0.7989
No log	0.7234	306	0.6369	0.5288	0.6369	0.7981
No log	0.7281	308	0.5573	0.5538	0.5573	0.7465
No log	0.7329	310	0.5638	0.5535	0.5638	0.7509
No log	0.7376	312	0.5484	0.5617	0.5484	0.7405
No log	0.7423	314	0.6646	0.5290	0.6646	0.8152
No log	0.7470	316	0.9168	0.4468	0.9168	0.9575
No log	0.7518	318	0.7972	0.4601	0.7972	0.8929
No log	0.7565	320	0.5342	0.5483	0.5342	0.7309
No log	0.7612	322	0.5445	0.5254	0.5445	0.7379
No log	0.7660	324	0.5486	0.5300	0.5486	0.7407
No log	0.7707	326	0.7574	0.4644	0.7574	0.8703
No log	0.7754	328	0.7651	0.4653	0.7651	0.8747
No log	0.7801	330	0.5690	0.5264	0.5690	0.7543
No log	0.7849	332	0.5500	0.5082	0.5500	0.7416
No log	0.7896	334	0.5414	0.5056	0.5414	0.7358
No log	0.7943	336	0.6186	0.5221	0.6186	0.7865
No log	0.7991	338	0.6234	0.5235	0.6234	0.7895
No log	0.8038	340	0.5212	0.5796	0.5212	0.7220
No log	0.8085	342	0.4960	0.5706	0.4960	0.7043
No log	0.8132	344	0.5067	0.5908	0.5067	0.7119
No log	0.8180	346	0.5212	0.5903	0.5212	0.7219
No log	0.8227	348	0.5417	0.6069	0.5417	0.7360
No log	0.8274	350	0.5174	0.5927	0.5174	0.7193
No log	0.8322	352	0.5052	0.5926	0.5052	0.7107
No log	0.8369	354	0.6753	0.5515	0.6753	0.8218
No log	0.8416	356	0.8144	0.4576	0.8144	0.9025
No log	0.8463	358	0.6737	0.5056	0.6737	0.8208
No log	0.8511	360	0.5676	0.5225	0.5676	0.7534
No log	0.8558	362	0.6329	0.4719	0.6329	0.7955
No log	0.8605	364	0.6884	0.4554	0.6884	0.8297
No log	0.8652	366	0.8468	0.4488	0.8468	0.9202
No log	0.8700	368	0.8954	0.4432	0.8954	0.9463
No log	0.8747	370	0.7265	0.4851	0.7265	0.8523
No log	0.8794	372	0.4692	0.5877	0.4692	0.6850
No log	0.8842	374	0.4506	0.5989	0.4506	0.6713
No log	0.8889	376	0.4906	0.5751	0.4906	0.7004
No log	0.8936	378	0.7125	0.4935	0.7125	0.8441
No log	0.8983	380	0.6411	0.5425	0.6411	0.8007
No log	0.9031	382	0.4538	0.5999	0.4538	0.6736
No log	0.9078	384	0.4867	0.6015	0.4867	0.6977
No log	0.9125	386	0.4714	0.5920	0.4714	0.6866
No log	0.9173	388	0.4613	0.6105	0.4613	0.6792
No log	0.9220	390	0.5025	0.6048	0.5025	0.7088
No log	0.9267	392	0.5840	0.5554	0.5840	0.7642
No log	0.9314	394	0.5159	0.5913	0.5159	0.7183
No log	0.9362	396	0.4739	0.5926	0.4739	0.6884
No log	0.9409	398	0.4816	0.6069	0.4816	0.6940
No log	0.9456	400	0.6224	0.5314	0.6224	0.7889
No log	0.9504	402	0.8422	0.4642	0.8422	0.9177
No log	0.9551	404	0.9251	0.4367	0.9251	0.9618
No log	0.9598	406	0.7229	0.4873	0.7229	0.8502
No log	0.9645	408	0.6838	0.4813	0.6838	0.8269
No log	0.9693	410	0.7137	0.4684	0.7137	0.8448
No log	0.9740	412	0.6379	0.4727	0.6379	0.7987
No log	0.9787	414	0.6176	0.4684	0.6176	0.7859
No log	0.9835	416	0.7166	0.4644	0.7166	0.8465
No log	0.9882	418	0.6380	0.4850	0.6380	0.7988
No log	0.9929	420	0.5916	0.5149	0.5916	0.7691
No log	0.9976	422	0.5654	0.5572	0.5654	0.7519
No log	1.0024	424	0.5018	0.6169	0.5018	0.7084
No log	1.0071	426	0.4805	0.6151	0.4805	0.6932
No log	1.0118	428	0.4847	0.6223	0.4847	0.6962
No log	1.0165	430	0.5531	0.6229	0.5531	0.7437
No log	1.0213	432	0.6593	0.5865	0.6593	0.8120
No log	1.0260	434	0.6333	0.6121	0.6333	0.7958
No log	1.0307	436	0.5266	0.6239	0.5266	0.7257
No log	1.0355	438	0.5546	0.6168	0.5546	0.7447
No log	1.0402	440	0.7182	0.5476	0.7182	0.8475
No log	1.0449	442	0.8598	0.4795	0.8598	0.9272
No log	1.0496	444	0.6289	0.5624	0.6289	0.7930
No log	1.0544	446	0.4996	0.6006	0.4996	0.7068
No log	1.0591	448	0.5206	0.5899	0.5206	0.7215
No log	1.0638	450	0.8055	0.4665	0.8055	0.8975
No log	1.0686	452	1.0645	0.3990	1.0645	1.0318
No log	1.0733	454	0.8904	0.4304	0.8904	0.9436
No log	1.0780	456	0.5816	0.5416	0.5816	0.7626
No log	1.0827	458	0.5400	0.5667	0.5400	0.7349
No log	1.0875	460	0.5979	0.5153	0.5979	0.7733
No log	1.0922	462	0.7745	0.4683	0.7745	0.8801
No log	1.0969	464	0.6883	0.4958	0.6883	0.8296
No log	1.1017	466	0.5412	0.5638	0.5412	0.7357
No log	1.1064	468	0.5460	0.5479	0.5460	0.7389
No log	1.1111	470	0.5766	0.5475	0.5766	0.7594
No log	1.1158	472	0.5325	0.5974	0.5325	0.7298
No log	1.1206	474	0.5150	0.6194	0.5150	0.7177
No log	1.1253	476	0.6569	0.5362	0.6569	0.8105
No log	1.1300	478	0.6637	0.5295	0.6637	0.8147
No log	1.1348	480	0.5100	0.6369	0.5100	0.7142
No log	1.1395	482	0.5030	0.6355	0.5030	0.7093
No log	1.1442	484	0.6283	0.5400	0.6283	0.7926
No log	1.1489	486	0.9441	0.4669	0.9441	0.9716
No log	1.1537	488	0.9533	0.4425	0.9533	0.9764
No log	1.1584	490	0.6172	0.5333	0.6172	0.7856
No log	1.1631	492	0.5474	0.5682	0.5474	0.7399
No log	1.1678	494	0.6783	0.5015	0.6783	0.8236
No log	1.1726	496	0.8878	0.4305	0.8878	0.9423
No log	1.1773	498	0.7326	0.4727	0.7326	0.8559
0.8579	1.1820	500	0.6006	0.5253	0.6006	0.7750
0.8579	1.1868	502	0.5121	0.5665	0.5121	0.7156
0.8579	1.1915	504	0.5203	0.5636	0.5203	0.7213
0.8579	1.1962	506	0.5500	0.5453	0.5500	0.7416
0.8579	1.2009	508	0.8221	0.4778	0.8221	0.9067
0.8579	1.2057	510	0.9196	0.4730	0.9196	0.9590
0.8579	1.2104	512	0.6545	0.5423	0.6545	0.8090
0.8579	1.2151	514	0.5619	0.5666	0.5619	0.7496
0.8579	1.2199	516	0.5349	0.5922	0.5349	0.7314
0.8579	1.2246	518	0.4956	0.5994	0.4956	0.7040
0.8579	1.2293	520	0.4740	0.6127	0.4740	0.6885
0.8579	1.2340	522	0.4847	0.5970	0.4847	0.6962
0.8579	1.2388	524	0.6039	0.5653	0.6039	0.7771
0.8579	1.2435	526	0.6106	0.5560	0.6106	0.7814
0.8579	1.2482	528	0.5193	0.5824	0.5193	0.7206
0.8579	1.2530	530	0.4968	0.5820	0.4968	0.7048
0.8579	1.2577	532	0.6218	0.5239	0.6218	0.7885
0.8579	1.2624	534	0.6391	0.5110	0.6391	0.7994
0.8579	1.2671	536	0.4860	0.6001	0.4860	0.6971
0.8579	1.2719	538	0.4650	0.6070	0.4650	0.6819
0.8579	1.2766	540	0.4965	0.6093	0.4965	0.7046
0.8579	1.2813	542	0.5583	0.5933	0.5583	0.7472
0.8579	1.2861	544	0.4862	0.6239	0.4862	0.6972
0.8579	1.2908	546	0.4674	0.6369	0.4674	0.6836
0.8579	1.2955	548	0.4714	0.6459	0.4714	0.6866
0.8579	1.3002	550	0.4887	0.6261	0.4887	0.6991
0.8579	1.3050	552	0.5125	0.5980	0.5125	0.7159
0.8579	1.3097	554	0.5443	0.5822	0.5443	0.7378
0.8579	1.3144	556	0.5090	0.6060	0.5090	0.7134
0.8579	1.3191	558	0.5354	0.6088	0.5354	0.7317
0.8579	1.3239	560	0.5473	0.6024	0.5473	0.7398
0.8579	1.3286	562	0.6192	0.5556	0.6192	0.7869
0.8579	1.3333	564	0.7695	0.5238	0.7695	0.8772
0.8579	1.3381	566	0.7089	0.5214	0.7089	0.8420
0.8579	1.3428	568	0.7135	0.5145	0.7135	0.8447
0.8579	1.3475	570	0.7675	0.4901	0.7675	0.8761
0.8579	1.3522	572	0.6543	0.5366	0.6543	0.8089
0.8579	1.3570	574	0.6564	0.5299	0.6564	0.8102
0.8579	1.3617	576	0.5695	0.5685	0.5695	0.7546
0.8579	1.3664	578	0.6439	0.5416	0.6439	0.8024
0.8579	1.3712	580	0.7997	0.5146	0.7997	0.8943
0.8579	1.3759	582	0.6449	0.5456	0.6449	0.8031
0.8579	1.3806	584	0.5071	0.6118	0.5071	0.7121
0.8579	1.3853	586	0.5288	0.6136	0.5288	0.7272
0.8579	1.3901	588	0.6801	0.5566	0.6801	0.8247
0.8579	1.3948	590	0.5896	0.6057	0.5896	0.7679
0.8579	1.3995	592	0.5490	0.6126	0.5490	0.7410
0.8579	1.4043	594	0.5284	0.6345	0.5284	0.7269
0.8579	1.4090	596	0.6151	0.5734	0.6151	0.7843
0.8579	1.4137	598	0.6449	0.5588	0.6449	0.8031
0.8579	1.4184	600	0.5039	0.6226	0.5039	0.7098
0.8579	1.4232	602	0.4893	0.6105	0.4893	0.6995
0.8579	1.4279	604	0.4708	0.6064	0.4708	0.6862
0.8579	1.4326	606	0.4860	0.6331	0.4860	0.6971
0.8579	1.4374	608	0.4980	0.6216	0.4980	0.7057
0.8579	1.4421	610	0.4835	0.6099	0.4835	0.6954
0.8579	1.4468	612	0.4802	0.6142	0.4802	0.6930
0.8579	1.4515	614	0.5629	0.5843	0.5629	0.7503
0.8579	1.4563	616	0.6249	0.5641	0.6249	0.7905
0.8579	1.4610	618	0.6536	0.5509	0.6536	0.8084
0.8579	1.4657	620	0.6359	0.5538	0.6359	0.7975
0.8579	1.4704	622	0.6045	0.5623	0.6045	0.7775
0.8579	1.4752	624	0.6082	0.5628	0.6082	0.7798
0.8579	1.4799	626	0.5710	0.5911	0.5710	0.7557
0.8579	1.4846	628	0.5300	0.6150	0.5300	0.7280
0.8579	1.4894	630	0.5653	0.5911	0.5653	0.7519
0.8579	1.4941	632	0.6141	0.5640	0.6141	0.7836
0.8579	1.4988	634	0.5243	0.6002	0.5243	0.7241
0.8579	1.5035	636	0.5005	0.6091	0.5005	0.7074
0.8579	1.5083	638	0.4962	0.6201	0.4962	0.7044
0.8579	1.5130	640	0.5918	0.5675	0.5918	0.7693
0.8579	1.5177	642	0.5878	0.5590	0.5878	0.7667
0.8579	1.5225	644	0.4862	0.5992	0.4862	0.6973
0.8579	1.5272	646	0.4766	0.6022	0.4766	0.6904
0.8579	1.5319	648	0.4922	0.6169	0.4922	0.7016
0.8579	1.5366	650	0.4676	0.6175	0.4676	0.6838
0.8579	1.5414	652	0.4967	0.5977	0.4967	0.7047
0.8579	1.5461	654	0.4950	0.6083	0.4950	0.7035
0.8579	1.5508	656	0.4937	0.6291	0.4937	0.7027
0.8579	1.5556	658	0.5070	0.6217	0.5070	0.7120
0.8579	1.5603	660	0.4895	0.6282	0.4895	0.6997
0.8579	1.5650	662	0.5407	0.5910	0.5407	0.7353
0.8579	1.5697	664	0.4887	0.6099	0.4887	0.6990
0.8579	1.5745	666	0.5324	0.6061	0.5324	0.7297
0.8579	1.5792	668	0.5508	0.6062	0.5508	0.7422
0.8579	1.5839	670	0.4781	0.6185	0.4781	0.6915
0.8579	1.5887	672	0.4749	0.6124	0.4749	0.6891
0.8579	1.5934	674	0.4836	0.6210	0.4836	0.6954
0.8579	1.5981	676	0.5373	0.6161	0.5373	0.7330
0.8579	1.6028	678	0.5110	0.6091	0.5110	0.7148
0.8579	1.6076	680	0.5058	0.6106	0.5058	0.7112
0.8579	1.6123	682	0.5388	0.6033	0.5388	0.7340
0.8579	1.6170	684	0.5311	0.6054	0.5311	0.7288
0.8579	1.6217	686	0.4944	0.5917	0.4944	0.7031
0.8579	1.6265	688	0.4825	0.6135	0.4825	0.6946
0.8579	1.6312	690	0.5280	0.6053	0.5280	0.7266
0.8579	1.6359	692	0.5052	0.6214	0.5052	0.7108
0.8579	1.6407	694	0.4784	0.6257	0.4784	0.6917
0.8579	1.6454	696	0.4927	0.6377	0.4927	0.7019
0.8579	1.6501	698	0.5884	0.5824	0.5884	0.7671
0.8579	1.6548	700	0.6046	0.5720	0.6046	0.7776
0.8579	1.6596	702	0.4970	0.6379	0.4970	0.7050
0.8579	1.6643	704	0.4977	0.6133	0.4977	0.7054
0.8579	1.6690	706	0.5577	0.6010	0.5577	0.7468
0.8579	1.6738	708	0.6927	0.5323	0.6927	0.8323
0.8579	1.6785	710	0.6291	0.5645	0.6291	0.7931
0.8579	1.6832	712	0.5331	0.6023	0.5331	0.7301
0.8579	1.6879	714	0.5676	0.5776	0.5676	0.7534
0.8579	1.6927	716	0.5970	0.5585	0.5970	0.7726
0.8579	1.6974	718	0.5582	0.5848	0.5582	0.7471
0.8579	1.7021	720	0.6090	0.5600	0.6090	0.7804
0.8579	1.7069	722	0.7420	0.4987	0.7420	0.8614
0.8579	1.7116	724	0.6178	0.5450	0.6178	0.7860
0.8579	1.7163	726	0.5046	0.5911	0.5046	0.7104
0.8579	1.7210	728	0.5062	0.5884	0.5062	0.7115
0.8579	1.7258	730	0.5001	0.6256	0.5001	0.7071
0.8579	1.7305	732	0.5717	0.5701	0.5717	0.7561
0.8579	1.7352	734	0.6222	0.5667	0.6222	0.7888
0.8579	1.7400	736	0.5211	0.6410	0.5211	0.7219
0.8579	1.7447	738	0.5025	0.6170	0.5025	0.7089
0.8579	1.7494	740	0.4890	0.6422	0.4890	0.6993
0.8579	1.7541	742	0.5314	0.6386	0.5314	0.7290
0.8579	1.7589	744	0.6923	0.5657	0.6923	0.8320
0.8579	1.7636	746	0.6411	0.5806	0.6411	0.8007
0.8579	1.7683	748	0.5148	0.6559	0.5148	0.7175
0.8579	1.7730	750	0.5276	0.6317	0.5276	0.7264
0.8579	1.7778	752	0.6686	0.5621	0.6686	0.8177
0.8579	1.7825	754	0.6532	0.5641	0.6532	0.8082
0.8579	1.7872	756	0.5644	0.6027	0.5644	0.7513
0.8579	1.7920	758	0.5164	0.6064	0.5164	0.7186
0.8579	1.7967	760	0.5594	0.5952	0.5594	0.7480
0.8579	1.8014	762	0.7209	0.4934	0.7209	0.8491
0.8579	1.8061	764	0.6241	0.5369	0.6241	0.7900
0.8579	1.8109	766	0.5097	0.5782	0.5097	0.7139
0.8579	1.8156	768	0.5055	0.5719	0.5055	0.7110
0.8579	1.8203	770	0.6028	0.5288	0.6028	0.7764
0.8579	1.8251	772	0.7079	0.4835	0.7079	0.8414
0.8579	1.8298	774	0.6284	0.5137	0.6284	0.7927
0.8579	1.8345	776	0.5441	0.5729	0.5441	0.7376
0.8579	1.8392	778	0.5457	0.5705	0.5457	0.7387
0.8579	1.8440	780	0.5802	0.5339	0.5802	0.7617
0.8579	1.8487	782	0.5509	0.5786	0.5509	0.7422
0.8579	1.8534	784	0.5343	0.5911	0.5343	0.7309
0.8579	1.8582	786	0.5182	0.6100	0.5182	0.7199
0.8579	1.8629	788	0.5001	0.5907	0.5001	0.7072
0.8579	1.8676	790	0.5607	0.6119	0.5607	0.7488
0.8579	1.8723	792	0.6509	0.5393	0.6509	0.8068
0.8579	1.8771	794	0.5592	0.5975	0.5592	0.7478
0.8579	1.8818	796	0.5048	0.5921	0.5048	0.7105
0.8579	1.8865	798	0.5156	0.5909	0.5156	0.7181
0.8579	1.8913	800	0.5205	0.5863	0.5205	0.7215
0.8579	1.8960	802	0.6805	0.5375	0.6805	0.8249
0.8579	1.9007	804	0.6824	0.5318	0.6824	0.8260
0.8579	1.9054	806	0.5399	0.6011	0.5399	0.7348
0.8579	1.9102	808	0.4788	0.6341	0.4788	0.6919
0.8579	1.9149	810	0.4814	0.6300	0.4814	0.6938
0.8579	1.9196	812	0.5512	0.5859	0.5512	0.7425
0.8579	1.9243	814	0.5576	0.5969	0.5576	0.7467
0.8579	1.9291	816	0.5073	0.6372	0.5073	0.7122
0.8579	1.9338	818	0.5051	0.6096	0.5051	0.7107
0.8579	1.9385	820	0.5341	0.6099	0.5341	0.7308
0.8579	1.9433	822	0.6684	0.5239	0.6684	0.8176
0.8579	1.9480	824	0.6403	0.5262	0.6403	0.8002
0.8579	1.9527	826	0.5762	0.5682	0.5762	0.7591
0.8579	1.9574	828	0.6370	0.5264	0.6370	0.7981
0.8579	1.9622	830	0.6838	0.4901	0.6838	0.8269
0.8579	1.9669	832	0.6225	0.5274	0.6225	0.7890
0.8579	1.9716	834	0.5979	0.5450	0.5979	0.7732
0.8579	1.9764	836	0.5532	0.5632	0.5532	0.7438
0.8579	1.9811	838	0.5366	0.5677	0.5366	0.7325
0.8579	1.9858	840	0.4938	0.6211	0.4938	0.7027
0.8579	1.9905	842	0.5087	0.6156	0.5087	0.7132
0.8579	1.9953	844	0.5875	0.5596	0.5875	0.7665
0.8579	2.0	846	0.5132	0.6206	0.5132	0.7164
0.8579	2.0047	848	0.4771	0.6358	0.4771	0.6907
0.8579	2.0095	850	0.4832	0.6460	0.4832	0.6951
0.8579	2.0142	852	0.4909	0.6518	0.4909	0.7007
0.8579	2.0189	854	0.5182	0.6372	0.5182	0.7198
0.8579	2.0236	856	0.5670	0.6032	0.5670	0.7530
0.8579	2.0284	858	0.6613	0.5667	0.6613	0.8132
0.8579	2.0331	860	0.5810	0.5846	0.5810	0.7622
0.8579	2.0378	862	0.5715	0.5770	0.5715	0.7560
0.8579	2.0426	864	0.6018	0.5634	0.6018	0.7757
0.8579	2.0473	866	0.7330	0.5016	0.7330	0.8562
0.8579	2.0520	868	0.7046	0.5139	0.7046	0.8394
0.8579	2.0567	870	0.5899	0.5622	0.5899	0.7680
0.8579	2.0615	872	0.5942	0.5820	0.5942	0.7708
0.8579	2.0662	874	0.8487	0.4898	0.8487	0.9213
0.8579	2.0709	876	1.0695	0.3906	1.0695	1.0342
0.8579	2.0757	878	0.8462	0.4884	0.8462	0.9199
0.8579	2.0804	880	0.5356	0.5812	0.5356	0.7318
0.8579	2.0851	882	0.4924	0.6171	0.4924	0.7017
0.8579	2.0898	884	0.5302	0.5871	0.5302	0.7281
0.8579	2.0946	886	0.6875	0.5240	0.6875	0.8291
0.8579	2.0993	888	0.6264	0.5424	0.6264	0.7914
0.8579	2.1040	890	0.4815	0.6009	0.4815	0.6939
0.8579	2.1087	892	0.4795	0.6009	0.4795	0.6925
0.8579	2.1135	894	0.4737	0.6206	0.4737	0.6882
0.8579	2.1182	896	0.5085	0.6434	0.5085	0.7131
0.8579	2.1229	898	0.6022	0.6183	0.6022	0.7760
0.8579	2.1277	900	0.5548	0.6249	0.5548	0.7448
0.8579	2.1324	902	0.5134	0.6409	0.5134	0.7165
0.8579	2.1371	904	0.5188	0.6489	0.5188	0.7203
0.8579	2.1418	906	0.5114	0.6570	0.5114	0.7151
0.8579	2.1466	908	0.5284	0.6335	0.5284	0.7269
0.8579	2.1513	910	0.5586	0.6088	0.5586	0.7474
0.8579	2.1560	912	0.5528	0.6205	0.5528	0.7435
0.8579	2.1608	914	0.5465	0.6137	0.5465	0.7393
0.8579	2.1655	916	0.6467	0.5237	0.6467	0.8042
0.8579	2.1702	918	0.6117	0.5455	0.6117	0.7821
0.8579	2.1749	920	0.5500	0.5953	0.5500	0.7416
0.8579	2.1797	922	0.4921	0.6299	0.4921	0.7015
0.8579	2.1844	924	0.4990	0.6287	0.4990	0.7064
0.8579	2.1891	926	0.5973	0.5949	0.5973	0.7728
0.8579	2.1939	928	0.7032	0.5253	0.7032	0.8386
0.8579	2.1986	930	0.6289	0.5724	0.6289	0.7930
0.8579	2.2033	932	0.4938	0.6342	0.4938	0.7027
0.8579	2.2080	934	0.4828	0.6369	0.4828	0.6949
0.8579	2.2128	936	0.5108	0.6311	0.5108	0.7147
0.8579	2.2175	938	0.5086	0.6249	0.5086	0.7132
0.8579	2.2222	940	0.5426	0.6169	0.5426	0.7366
0.8579	2.2270	942	0.6940	0.5513	0.6940	0.8331
0.8579	2.2317	944	0.7234	0.5463	0.7234	0.8506
0.8579	2.2364	946	0.5588	0.6032	0.5588	0.7476
0.8579	2.2411	948	0.5091	0.6231	0.5091	0.7135
0.8579	2.2459	950	0.5369	0.6169	0.5369	0.7327
0.8579	2.2506	952	0.5511	0.6119	0.5511	0.7424
0.8579	2.2553	954	0.5695	0.5997	0.5695	0.7546
0.8579	2.2600	956	0.7106	0.5109	0.7106	0.8430
0.8579	2.2648	958	0.7240	0.4935	0.7240	0.8509
0.8579	2.2695	960	0.6047	0.5533	0.6047	0.7777
0.8579	2.2742	962	0.5581	0.5851	0.5581	0.7470
0.8579	2.2790	964	0.6735	0.5208	0.6735	0.8207
0.8579	2.2837	966	0.7016	0.5033	0.7016	0.8376
0.8579	2.2884	968	0.5639	0.5870	0.5639	0.7510
0.8579	2.2931	970	0.5288	0.6091	0.5288	0.7272
0.8579	2.2979	972	0.5420	0.6068	0.5420	0.7362
0.8579	2.3026	974	0.5925	0.5854	0.5925	0.7698
0.8579	2.3073	976	0.5172	0.6271	0.5172	0.7192
0.8579	2.3121	978	0.4983	0.5935	0.4983	0.7059
0.8579	2.3168	980	0.4903	0.5995	0.4903	0.7002
0.8579	2.3215	982	0.5106	0.6237	0.5106	0.7145
0.8579	2.3262	984	0.7609	0.4962	0.7609	0.8723
0.8579	2.3310	986	0.7850	0.4925	0.7850	0.8860
0.8579	2.3357	988	0.5761	0.5568	0.5761	0.7590
0.8579	2.3404	990	0.4842	0.6029	0.4842	0.6958
0.8579	2.3452	992	0.4867	0.6037	0.4867	0.6976
0.8579	2.3499	994	0.5418	0.5771	0.5418	0.7361
0.8579	2.3546	996	0.6924	0.5123	0.6924	0.8321
0.8579	2.3593	998	0.6567	0.5272	0.6567	0.8104
0.3208	2.3641	1000	0.4999	0.5963	0.4999	0.7070
0.3208	2.3688	1002	0.4856	0.5943	0.4856	0.6968
0.3208	2.3735	1004	0.5378	0.5974	0.5378	0.7334
0.3208	2.3783	1006	0.5750	0.5882	0.5750	0.7583
0.3208	2.3830	1008	0.6491	0.5674	0.6491	0.8056
0.3208	2.3877	1010	0.5793	0.5791	0.5793	0.7611
0.3208	2.3924	1012	0.4854	0.5791	0.4854	0.6967
0.3208	2.3972	1014	0.4901	0.5743	0.4901	0.7001

Framework versions

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