ASAP_FineTuningBERT_Aug_k25_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: 0.5838
• Qwk: 0.6106
• Mse: 0.5838
• Rmse: 0.7640

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	0.0050	2	10.8733	0.0	10.8733	3.2975
No log	0.0100	4	10.1553	0.0	10.1553	3.1867
No log	0.0150	6	9.2079	0.0	9.2079	3.0345
No log	0.0201	8	7.6909	0.0039	7.6909	2.7733
No log	0.0251	10	6.1690	0.0	6.1690	2.4837
No log	0.0301	12	5.0600	0.0	5.0600	2.2495
No log	0.0351	14	3.8342	0.0638	3.8342	1.9581
No log	0.0401	16	3.0256	0.0137	3.0256	1.7394
No log	0.0451	18	2.0418	0.0039	2.0418	1.4289
No log	0.0501	20	1.4462	0.0238	1.4462	1.2026
No log	0.0551	22	1.0942	0.0703	1.0942	1.0460
No log	0.0602	24	0.9072	0.0345	0.9072	0.9525
No log	0.0652	26	0.7930	0.0107	0.7930	0.8905
No log	0.0702	28	0.7871	0.0107	0.7871	0.8872
No log	0.0752	30	0.7991	0.0	0.7991	0.8939
No log	0.0802	32	1.2109	0.0	1.2109	1.1004
No log	0.0852	34	1.1672	0.0	1.1672	1.0803
No log	0.0902	36	0.7922	0.0	0.7922	0.8900
No log	0.0952	38	0.7939	0.0174	0.7939	0.8910
No log	0.1003	40	0.7654	0.0107	0.7654	0.8749
No log	0.1053	42	0.7652	0.0	0.7652	0.8747
No log	0.1103	44	0.7911	0.0174	0.7911	0.8894
No log	0.1153	46	0.8239	0.0345	0.8239	0.9077
No log	0.1203	48	0.7759	0.0241	0.7759	0.8809
No log	0.1253	50	0.7405	0.0241	0.7405	0.8605
No log	0.1303	52	0.7589	0.0372	0.7589	0.8712
No log	0.1353	54	0.7325	0.0372	0.7325	0.8559
No log	0.1404	56	0.7133	0.0345	0.7133	0.8445
No log	0.1454	58	0.7419	0.2617	0.7419	0.8614
No log	0.1504	60	0.7218	0.1997	0.7218	0.8496
No log	0.1554	62	0.6995	0.0345	0.6995	0.8364
No log	0.1604	64	0.7506	0.0539	0.7506	0.8664
No log	0.1654	66	0.7464	0.0475	0.7464	0.8639
No log	0.1704	68	0.7236	0.0449	0.7236	0.8506
No log	0.1754	70	0.7181	0.0443	0.7181	0.8474
No log	0.1805	72	0.7335	0.0356	0.7335	0.8564
No log	0.1855	74	0.7263	0.0443	0.7263	0.8522
No log	0.1905	76	0.7263	0.0475	0.7263	0.8523
No log	0.1955	78	0.8467	0.1193	0.8467	0.9202
No log	0.2005	80	0.7613	0.1193	0.7613	0.8725
No log	0.2055	82	0.6640	0.1048	0.6640	0.8149
No log	0.2105	84	0.6364	0.1265	0.6364	0.7977
No log	0.2155	86	0.7049	0.1981	0.7049	0.8396
No log	0.2206	88	0.6111	0.1460	0.6111	0.7817
No log	0.2256	90	0.6047	0.2709	0.6047	0.7776
No log	0.2306	92	0.6234	0.0867	0.6234	0.7896
No log	0.2356	94	0.6245	0.1405	0.6245	0.7902
No log	0.2406	96	0.7139	0.2132	0.7139	0.8449
No log	0.2456	98	0.7129	0.2083	0.7129	0.8444
No log	0.2506	100	0.6223	0.1491	0.6223	0.7889
No log	0.2556	102	0.6026	0.1767	0.6026	0.7763
No log	0.2607	104	0.6241	0.2073	0.6241	0.7900
No log	0.2657	106	0.5722	0.2115	0.5722	0.7564
No log	0.2707	108	0.6125	0.3022	0.6125	0.7826
No log	0.2757	110	0.6971	0.0575	0.6971	0.8349
No log	0.2807	112	0.8042	0.0575	0.8042	0.8968
No log	0.2857	114	0.7376	0.0575	0.7376	0.8588
No log	0.2907	116	0.6602	0.1272	0.6602	0.8125
No log	0.2957	118	0.6541	0.2759	0.6541	0.8088
No log	0.3008	120	0.6764	0.0823	0.6764	0.8224
No log	0.3058	122	0.6903	0.1267	0.6903	0.8308
No log	0.3108	124	0.6391	0.1225	0.6391	0.7994
No log	0.3158	126	0.6187	0.1375	0.6187	0.7866
No log	0.3208	128	0.5873	0.3277	0.5873	0.7664
No log	0.3258	130	0.5633	0.3757	0.5633	0.7505
No log	0.3308	132	0.5560	0.3216	0.5560	0.7456
No log	0.3358	134	0.5551	0.4515	0.5551	0.7451
No log	0.3409	136	0.6150	0.4712	0.6150	0.7842
No log	0.3459	138	0.5958	0.4173	0.5958	0.7719
No log	0.3509	140	0.6142	0.3484	0.6142	0.7837
No log	0.3559	142	0.6605	0.4340	0.6605	0.8127
No log	0.3609	144	0.7271	0.4472	0.7271	0.8527
No log	0.3659	146	0.7140	0.4313	0.7140	0.8450
No log	0.3709	148	0.6328	0.3401	0.6328	0.7955
No log	0.3759	150	0.5699	0.2874	0.5699	0.7549
No log	0.3810	152	0.5638	0.3494	0.5638	0.7509
No log	0.3860	154	0.6352	0.4403	0.6352	0.7970
No log	0.3910	156	0.6795	0.4163	0.6795	0.8243
No log	0.3960	158	0.6123	0.4561	0.6123	0.7825
No log	0.4010	160	0.5606	0.3538	0.5606	0.7487
No log	0.4060	162	0.5583	0.3839	0.5583	0.7472
No log	0.4110	164	0.6124	0.4583	0.6124	0.7826
No log	0.4160	166	0.6710	0.4278	0.6710	0.8192
No log	0.4211	168	0.6012	0.4891	0.6012	0.7753
No log	0.4261	170	0.5562	0.3393	0.5562	0.7458
No log	0.4311	172	0.5601	0.2241	0.5601	0.7484
No log	0.4361	174	0.5467	0.3685	0.5467	0.7394
No log	0.4411	176	0.5761	0.4687	0.5761	0.7590
No log	0.4461	178	0.5629	0.4621	0.5629	0.7503
No log	0.4511	180	0.5299	0.3916	0.5299	0.7279
No log	0.4561	182	0.5921	0.2381	0.5921	0.7695
No log	0.4612	184	0.5615	0.2700	0.5615	0.7493
No log	0.4662	186	0.5452	0.4371	0.5452	0.7384
No log	0.4712	188	0.6596	0.4490	0.6596	0.8122
No log	0.4762	190	0.6738	0.4464	0.6738	0.8208
No log	0.4812	192	0.6228	0.4459	0.6228	0.7892
No log	0.4862	194	0.5572	0.4402	0.5572	0.7465
No log	0.4912	196	0.5356	0.4023	0.5356	0.7318
No log	0.4962	198	0.5261	0.4686	0.5261	0.7254
No log	0.5013	200	0.5300	0.4931	0.5300	0.7280
No log	0.5063	202	0.6108	0.5407	0.6108	0.7815
No log	0.5113	204	0.5554	0.5432	0.5554	0.7453
No log	0.5163	206	0.4690	0.5030	0.4690	0.6848
No log	0.5213	208	0.4794	0.4872	0.4794	0.6924
No log	0.5263	210	0.5447	0.4400	0.5447	0.7380
No log	0.5313	212	0.5817	0.4360	0.5817	0.7627
No log	0.5363	214	0.4918	0.4964	0.4918	0.7012
No log	0.5414	216	0.5011	0.4730	0.5011	0.7079
No log	0.5464	218	0.4949	0.4773	0.4949	0.7035
No log	0.5514	220	0.4679	0.5461	0.4679	0.6840
No log	0.5564	222	0.5397	0.5587	0.5397	0.7346
No log	0.5614	224	0.6017	0.4901	0.6017	0.7757
No log	0.5664	226	0.6441	0.2364	0.6441	0.8026
No log	0.5714	228	0.6377	0.1571	0.6377	0.7986
No log	0.5764	230	0.6369	0.1508	0.6369	0.7980
No log	0.5815	232	0.6548	0.2072	0.6548	0.8092
No log	0.5865	234	0.5604	0.4995	0.5604	0.7486
No log	0.5915	236	0.4619	0.4923	0.4619	0.6796
No log	0.5965	238	0.4412	0.5588	0.4412	0.6642
No log	0.6015	240	0.5240	0.5413	0.5240	0.7239
No log	0.6065	242	0.5629	0.5443	0.5629	0.7503
No log	0.6115	244	0.4687	0.5263	0.4687	0.6846
No log	0.6165	246	0.4727	0.4791	0.4727	0.6876
No log	0.6216	248	0.5476	0.5130	0.5476	0.7400
No log	0.6266	250	0.7945	0.4080	0.7945	0.8913
No log	0.6316	252	0.9281	0.3613	0.9281	0.9634
No log	0.6366	254	0.9152	0.4198	0.9152	0.9566
No log	0.6416	256	0.7389	0.4918	0.7389	0.8596
No log	0.6466	258	0.5585	0.5521	0.5585	0.7473
No log	0.6516	260	0.5382	0.5650	0.5382	0.7336
No log	0.6566	262	0.6351	0.5272	0.6351	0.7969
No log	0.6617	264	0.7908	0.4996	0.7908	0.8892
No log	0.6667	266	0.7008	0.4958	0.7008	0.8371
No log	0.6717	268	0.5496	0.4947	0.5496	0.7414
No log	0.6767	270	0.5346	0.4236	0.5346	0.7311
No log	0.6817	272	0.5382	0.4067	0.5382	0.7336
No log	0.6867	274	0.5214	0.4680	0.5214	0.7221
No log	0.6917	276	0.5135	0.5062	0.5135	0.7166
No log	0.6967	278	0.5106	0.5250	0.5106	0.7145
No log	0.7018	280	0.4806	0.4816	0.4806	0.6932
No log	0.7068	282	0.4702	0.4438	0.4702	0.6857
No log	0.7118	284	0.4708	0.4327	0.4708	0.6862
No log	0.7168	286	0.4623	0.4583	0.4623	0.6799
No log	0.7218	288	0.4645	0.5214	0.4645	0.6815
No log	0.7268	290	0.5278	0.5662	0.5278	0.7265
No log	0.7318	292	0.5359	0.5643	0.5359	0.7321
No log	0.7368	294	0.5511	0.5613	0.5511	0.7424
No log	0.7419	296	0.5864	0.5650	0.5864	0.7658
No log	0.7469	298	0.5172	0.5814	0.5172	0.7192
No log	0.7519	300	0.4118	0.5532	0.4118	0.6417
No log	0.7569	302	0.4289	0.5068	0.4289	0.6549
No log	0.7619	304	0.4135	0.5424	0.4135	0.6431
No log	0.7669	306	0.5126	0.5652	0.5126	0.7160
No log	0.7719	308	0.6338	0.5421	0.6338	0.7961
No log	0.7769	310	0.5446	0.5504	0.5446	0.7380
No log	0.7820	312	0.4251	0.5462	0.4251	0.6520
No log	0.7870	314	0.4381	0.4806	0.4381	0.6619
No log	0.7920	316	0.4345	0.4995	0.4345	0.6591
No log	0.7970	318	0.4291	0.5660	0.4291	0.6550
No log	0.8020	320	0.5193	0.5754	0.5193	0.7207
No log	0.8070	322	0.5049	0.5769	0.5049	0.7106
No log	0.8120	324	0.4388	0.5743	0.4388	0.6624
No log	0.8170	326	0.4333	0.5723	0.4333	0.6583
No log	0.8221	328	0.4290	0.5620	0.4290	0.6550
No log	0.8271	330	0.4357	0.5675	0.4357	0.6600
No log	0.8321	332	0.4959	0.5756	0.4959	0.7042
No log	0.8371	334	0.5154	0.5544	0.5154	0.7179
No log	0.8421	336	0.4459	0.5607	0.4459	0.6677
No log	0.8471	338	0.4278	0.5778	0.4278	0.6541
No log	0.8521	340	0.4239	0.5474	0.4239	0.6511
No log	0.8571	342	0.4185	0.5436	0.4185	0.6469
No log	0.8622	344	0.4301	0.5791	0.4301	0.6558
No log	0.8672	346	0.4662	0.5736	0.4662	0.6828
No log	0.8722	348	0.5727	0.5639	0.5727	0.7567
No log	0.8772	350	0.5116	0.5576	0.5116	0.7152
No log	0.8822	352	0.4919	0.5232	0.4919	0.7014
No log	0.8872	354	0.5162	0.5348	0.5162	0.7185
No log	0.8922	356	0.4872	0.5275	0.4872	0.6980
No log	0.8972	358	0.4745	0.5229	0.4745	0.6888
No log	0.9023	360	0.4812	0.5090	0.4812	0.6937
No log	0.9073	362	0.4683	0.4678	0.4683	0.6843
No log	0.9123	364	0.4641	0.4018	0.4641	0.6813
No log	0.9173	366	0.5020	0.3674	0.5020	0.7085
No log	0.9223	368	0.5030	0.3811	0.5030	0.7092
No log	0.9273	370	0.4522	0.4696	0.4522	0.6724
No log	0.9323	372	0.4859	0.5393	0.4859	0.6970
No log	0.9373	374	0.4815	0.5164	0.4815	0.6939
No log	0.9424	376	0.4638	0.4297	0.4638	0.6810
No log	0.9474	378	0.4803	0.4401	0.4803	0.6930
No log	0.9524	380	0.5758	0.4879	0.5758	0.7588
No log	0.9574	382	0.8233	0.4769	0.8233	0.9073
No log	0.9624	384	0.7776	0.4852	0.7776	0.8818
No log	0.9674	386	0.5953	0.4637	0.5953	0.7716
No log	0.9724	388	0.5898	0.4701	0.5898	0.7680
No log	0.9774	390	0.6605	0.4632	0.6605	0.8127
No log	0.9825	392	0.6187	0.4816	0.6187	0.7866
No log	0.9875	394	0.5069	0.4067	0.5069	0.7120
No log	0.9925	396	0.4954	0.4028	0.4954	0.7038
No log	0.9975	398	0.4975	0.3837	0.4975	0.7053
No log	1.0025	400	0.4821	0.4292	0.4821	0.6944
No log	1.0075	402	0.5886	0.5332	0.5886	0.7672
No log	1.0125	404	0.5745	0.5157	0.5745	0.7580
No log	1.0175	406	0.4698	0.4666	0.4698	0.6854
No log	1.0226	408	0.5246	0.3662	0.5246	0.7243
No log	1.0276	410	0.5383	0.3574	0.5383	0.7337
No log	1.0326	412	0.4645	0.4372	0.4645	0.6815
No log	1.0376	414	0.4988	0.5624	0.4988	0.7063
No log	1.0426	416	0.6110	0.5717	0.6110	0.7817
No log	1.0476	418	0.5429	0.5949	0.5429	0.7368
No log	1.0526	420	0.4471	0.4992	0.4471	0.6686
No log	1.0576	422	0.4548	0.5074	0.4548	0.6744
No log	1.0627	424	0.4772	0.5309	0.4772	0.6908
No log	1.0677	426	0.6271	0.5488	0.6271	0.7919
No log	1.0727	428	0.7450	0.5354	0.7450	0.8631
No log	1.0777	430	0.7295	0.5143	0.7295	0.8541
No log	1.0827	432	0.5681	0.5364	0.5681	0.7537
No log	1.0877	434	0.4187	0.5224	0.4187	0.6471
No log	1.0927	436	0.4103	0.5162	0.4103	0.6405
No log	1.0977	438	0.4288	0.5692	0.4288	0.6549
No log	1.1028	440	0.5248	0.6107	0.5248	0.7244
No log	1.1078	442	0.5222	0.6327	0.5222	0.7226
No log	1.1128	444	0.4314	0.5593	0.4314	0.6568
No log	1.1178	446	0.4246	0.4988	0.4246	0.6516
No log	1.1228	448	0.4229	0.5010	0.4229	0.6503
No log	1.1278	450	0.4505	0.5761	0.4505	0.6712
No log	1.1328	452	0.5725	0.5673	0.5725	0.7566
No log	1.1378	454	0.5486	0.5641	0.5486	0.7406
No log	1.1429	456	0.4562	0.5517	0.4562	0.6754
No log	1.1479	458	0.4540	0.5081	0.4540	0.6738
No log	1.1529	460	0.4476	0.5217	0.4476	0.6690
No log	1.1579	462	0.4523	0.5598	0.4523	0.6726
No log	1.1629	464	0.4848	0.5703	0.4848	0.6963
No log	1.1679	466	0.4640	0.5829	0.4640	0.6812
No log	1.1729	468	0.4315	0.5608	0.4315	0.6569
No log	1.1779	470	0.4715	0.5847	0.4715	0.6867
No log	1.1830	472	0.4666	0.6121	0.4666	0.6831
No log	1.1880	474	0.5071	0.6437	0.5071	0.7121
No log	1.1930	476	0.5649	0.6530	0.5649	0.7516
No log	1.1980	478	0.4663	0.6425	0.4663	0.6828
No log	1.2030	480	0.4229	0.6013	0.4229	0.6503
No log	1.2080	482	0.4819	0.6334	0.4819	0.6942
No log	1.2130	484	0.6275	0.6499	0.6275	0.7922
No log	1.2180	486	0.8328	0.5850	0.8328	0.9126
No log	1.2231	488	1.1126	0.5378	1.1126	1.0548
No log	1.2281	490	1.0108	0.4583	1.0108	1.0054
No log	1.2331	492	0.8469	0.4070	0.8469	0.9203
No log	1.2381	494	0.8322	0.3959	0.8322	0.9123
No log	1.2431	496	0.7351	0.4257	0.7351	0.8574
No log	1.2481	498	0.6612	0.4266	0.6612	0.8131
0.5571	1.2531	500	0.7408	0.4322	0.7408	0.8607
0.5571	1.2581	502	0.9653	0.4607	0.9653	0.9825
0.5571	1.2632	504	0.9859	0.4712	0.9859	0.9929
0.5571	1.2682	506	0.7558	0.5261	0.7558	0.8694
0.5571	1.2732	508	0.6530	0.5094	0.6530	0.8081
0.5571	1.2782	510	0.5411	0.4601	0.5411	0.7356
0.5571	1.2832	512	0.5155	0.4838	0.5155	0.7180
0.5571	1.2882	514	0.5624	0.5800	0.5624	0.7499
0.5571	1.2932	516	0.5132	0.5860	0.5132	0.7164
0.5571	1.2982	518	0.4442	0.5214	0.4442	0.6665
0.5571	1.3033	520	0.4533	0.5778	0.4533	0.6733
0.5571	1.3083	522	0.4693	0.6182	0.4693	0.6851
0.5571	1.3133	524	0.4479	0.6018	0.4479	0.6693
0.5571	1.3183	526	0.4317	0.5600	0.4317	0.6571
0.5571	1.3233	528	0.4464	0.5981	0.4464	0.6681
0.5571	1.3283	530	0.4336	0.5530	0.4336	0.6585
0.5571	1.3333	532	0.4345	0.4779	0.4345	0.6592
0.5571	1.3383	534	0.4366	0.5190	0.4366	0.6607
0.5571	1.3434	536	0.4557	0.5411	0.4557	0.6751
0.5571	1.3484	538	0.4994	0.5941	0.4994	0.7067
0.5571	1.3534	540	0.4581	0.5362	0.4581	0.6768
0.5571	1.3584	542	0.4510	0.4483	0.4510	0.6716
0.5571	1.3634	544	0.4550	0.4952	0.4550	0.6745
0.5571	1.3684	546	0.5593	0.5958	0.5593	0.7479
0.5571	1.3734	548	0.6351	0.5932	0.6351	0.7969
0.5571	1.3784	550	0.5340	0.5502	0.5340	0.7308
0.5571	1.3835	552	0.4765	0.4720	0.4765	0.6903
0.5571	1.3885	554	0.4833	0.4739	0.4833	0.6952
0.5571	1.3935	556	0.5641	0.5317	0.5641	0.7511
0.5571	1.3985	558	0.6123	0.5462	0.6123	0.7825
0.5571	1.4035	560	0.6073	0.5520	0.6073	0.7793
0.5571	1.4085	562	0.5448	0.5377	0.5448	0.7381
0.5571	1.4135	564	0.5548	0.5812	0.5548	0.7449
0.5571	1.4185	566	0.5482	0.5941	0.5482	0.7404
0.5571	1.4236	568	0.4663	0.5756	0.4663	0.6829
0.5571	1.4286	570	0.4658	0.5766	0.4658	0.6825
0.5571	1.4336	572	0.5565	0.6095	0.5565	0.7460
0.5571	1.4386	574	0.5923	0.6191	0.5923	0.7696
0.5571	1.4436	576	0.5375	0.6046	0.5375	0.7332
0.5571	1.4486	578	0.5426	0.6063	0.5426	0.7366
0.5571	1.4536	580	0.6643	0.6052	0.6643	0.8150
0.5571	1.4586	582	0.7432	0.6152	0.7432	0.8621
0.5571	1.4637	584	0.6486	0.6084	0.6486	0.8053
0.5571	1.4687	586	0.5750	0.5936	0.5750	0.7583
0.5571	1.4737	588	0.6248	0.6225	0.6248	0.7904
0.5571	1.4787	590	0.7837	0.6194	0.7837	0.8853
0.5571	1.4837	592	0.6825	0.6183	0.6825	0.8261
0.5571	1.4887	594	0.5697	0.5912	0.5697	0.7548
0.5571	1.4937	596	0.4908	0.5764	0.4908	0.7005
0.5571	1.4987	598	0.4400	0.5336	0.4400	0.6633
0.5571	1.5038	600	0.4405	0.5190	0.4405	0.6637
0.5571	1.5088	602	0.4546	0.5776	0.4546	0.6742
0.5571	1.5138	604	0.4669	0.5846	0.4669	0.6833
0.5571	1.5188	606	0.4466	0.5140	0.4466	0.6683
0.5571	1.5238	608	0.5130	0.4114	0.5130	0.7162
0.5571	1.5288	610	0.4869	0.4363	0.4869	0.6978
0.5571	1.5338	612	0.4595	0.5277	0.4595	0.6778
0.5571	1.5388	614	0.6341	0.5978	0.6341	0.7963
0.5571	1.5439	616	0.6829	0.6088	0.6829	0.8264
0.5571	1.5489	618	0.5427	0.5811	0.5427	0.7367
0.5571	1.5539	620	0.4607	0.5182	0.4607	0.6787
0.5571	1.5589	622	0.4484	0.5262	0.4484	0.6696
0.5571	1.5639	624	0.4379	0.5342	0.4379	0.6617
0.5571	1.5689	626	0.4323	0.5543	0.4323	0.6575
0.5571	1.5739	628	0.4253	0.5395	0.4253	0.6522
0.5571	1.5789	630	0.4382	0.5974	0.4382	0.6619
0.5571	1.5840	632	0.4724	0.6324	0.4724	0.6873
0.5571	1.5890	634	0.4826	0.6449	0.4826	0.6947
0.5571	1.5940	636	0.4444	0.6053	0.4444	0.6666
0.5571	1.5990	638	0.4351	0.6024	0.4351	0.6596
0.5571	1.6040	640	0.4372	0.6130	0.4372	0.6612
0.5571	1.6090	642	0.4975	0.6316	0.4975	0.7054
0.5571	1.6140	644	0.5078	0.6302	0.5078	0.7126
0.5571	1.6190	646	0.4606	0.6164	0.4606	0.6787
0.5571	1.6241	648	0.5190	0.6200	0.5190	0.7204
0.5571	1.6291	650	0.6213	0.6241	0.6213	0.7882
0.5571	1.6341	652	0.6215	0.6501	0.6215	0.7884
0.5571	1.6391	654	0.5520	0.6384	0.5520	0.7430
0.5571	1.6441	656	0.5224	0.6364	0.5224	0.7228
0.5571	1.6491	658	0.5731	0.6744	0.5731	0.7570
0.5571	1.6541	660	0.6801	0.6964	0.6801	0.8247
0.5571	1.6591	662	0.6533	0.7074	0.6533	0.8083
0.5571	1.6642	664	0.5543	0.6756	0.5543	0.7445
0.5571	1.6692	666	0.4179	0.6019	0.4179	0.6465
0.5571	1.6742	668	0.4017	0.5702	0.4017	0.6338
0.5571	1.6792	670	0.4231	0.6162	0.4231	0.6505
0.5571	1.6842	672	0.5368	0.6568	0.5368	0.7327
0.5571	1.6892	674	0.5521	0.6643	0.5521	0.7430
0.5571	1.6942	676	0.4464	0.6122	0.4464	0.6681
0.5571	1.6992	678	0.4184	0.5952	0.4184	0.6468
0.5571	1.7043	680	0.4864	0.6324	0.4864	0.6974
0.5571	1.7093	682	0.6196	0.6727	0.6196	0.7872
0.5571	1.7143	684	0.5929	0.6712	0.5929	0.7700
0.5571	1.7193	686	0.5315	0.6435	0.5315	0.7291
0.5571	1.7243	688	0.4502	0.5862	0.4502	0.6710
0.5571	1.7293	690	0.4466	0.5904	0.4466	0.6683
0.5571	1.7343	692	0.4680	0.6004	0.4680	0.6841
0.5571	1.7393	694	0.4699	0.5864	0.4699	0.6855
0.5571	1.7444	696	0.4380	0.5804	0.4380	0.6618
0.5571	1.7494	698	0.4475	0.6051	0.4475	0.6690
0.5571	1.7544	700	0.4307	0.5766	0.4307	0.6563
0.5571	1.7594	702	0.4258	0.5444	0.4258	0.6525
0.5571	1.7644	704	0.4196	0.5699	0.4196	0.6478
0.5571	1.7694	706	0.4748	0.6399	0.4748	0.6891
0.5571	1.7744	708	0.5012	0.6434	0.5012	0.7079
0.5571	1.7794	710	0.4461	0.5887	0.4461	0.6679
0.5571	1.7845	712	0.4358	0.5846	0.4358	0.6602
0.5571	1.7895	714	0.4710	0.6148	0.4710	0.6863
0.5571	1.7945	716	0.5778	0.6412	0.5778	0.7601
0.5571	1.7995	718	0.5850	0.6509	0.5850	0.7648
0.5571	1.8045	720	0.5514	0.6328	0.5514	0.7426
0.5571	1.8095	722	0.5716	0.6378	0.5716	0.7560
0.5571	1.8145	724	0.5138	0.6308	0.5138	0.7168
0.5571	1.8195	726	0.5560	0.6329	0.5560	0.7456
0.5571	1.8246	728	0.7560	0.6487	0.7560	0.8695
0.5571	1.8296	730	0.9609	0.6486	0.9609	0.9803
0.5571	1.8346	732	0.9759	0.6408	0.9759	0.9879
0.5571	1.8396	734	0.7125	0.6358	0.7125	0.8441
0.5571	1.8446	736	0.5211	0.5805	0.5211	0.7218
0.5571	1.8496	738	0.5129	0.5315	0.5129	0.7161
0.5571	1.8546	740	0.6293	0.5576	0.6293	0.7933
0.5571	1.8596	742	0.6748	0.5725	0.6748	0.8214
0.5571	1.8647	744	0.5562	0.5489	0.5562	0.7458
0.5571	1.8697	746	0.4806	0.4928	0.4806	0.6933
0.5571	1.8747	748	0.4776	0.4879	0.4776	0.6911
0.5571	1.8797	750	0.5436	0.5619	0.5436	0.7373
0.5571	1.8847	752	0.5897	0.5820	0.5897	0.7679
0.5571	1.8897	754	0.5117	0.5613	0.5117	0.7153
0.5571	1.8947	756	0.4801	0.5058	0.4801	0.6929
0.5571	1.8997	758	0.5010	0.5588	0.5010	0.7078
0.5571	1.9048	760	0.5344	0.5967	0.5344	0.7310
0.5571	1.9098	762	0.5272	0.5983	0.5272	0.7261
0.5571	1.9148	764	0.4507	0.5097	0.4507	0.6714
0.5571	1.9198	766	0.4384	0.4962	0.4384	0.6621
0.5571	1.9248	768	0.4393	0.5624	0.4393	0.6628
0.5571	1.9298	770	0.4908	0.6264	0.4908	0.7006
0.5571	1.9348	772	0.4441	0.6067	0.4441	0.6664
0.5571	1.9398	774	0.4142	0.5465	0.4142	0.6436
0.5571	1.9449	776	0.4146	0.5412	0.4146	0.6439
0.5571	1.9499	778	0.4178	0.5627	0.4178	0.6464
0.5571	1.9549	780	0.4266	0.5878	0.4266	0.6531
0.5571	1.9599	782	0.4221	0.5621	0.4221	0.6497
0.5571	1.9649	784	0.4331	0.5819	0.4331	0.6581
0.5571	1.9699	786	0.4728	0.6237	0.4728	0.6876
0.5571	1.9749	788	0.4944	0.6426	0.4944	0.7031
0.5571	1.9799	790	0.4526	0.5940	0.4526	0.6727
0.5571	1.9850	792	0.4235	0.5192	0.4235	0.6508
0.5571	1.9900	794	0.4330	0.5017	0.4330	0.6580
0.5571	1.9950	796	0.4236	0.5305	0.4236	0.6509
0.5571	2.0	798	0.4616	0.5975	0.4616	0.6794
0.5571	2.0050	800	0.4668	0.5983	0.4668	0.6832
0.5571	2.0100	802	0.4351	0.5663	0.4351	0.6596
0.5571	2.0150	804	0.4784	0.6276	0.4784	0.6916
0.5571	2.0201	806	0.5037	0.6331	0.5037	0.7097
0.5571	2.0251	808	0.4571	0.5853	0.4571	0.6761
0.5571	2.0301	810	0.4672	0.6037	0.4672	0.6835
0.5571	2.0351	812	0.5475	0.6581	0.5475	0.7400
0.5571	2.0401	814	0.5924	0.6618	0.5924	0.7697
0.5571	2.0451	816	0.5604	0.6405	0.5604	0.7486
0.5571	2.0501	818	0.5110	0.5976	0.5110	0.7148
0.5571	2.0551	820	0.5699	0.6294	0.5699	0.7549
0.5571	2.0602	822	0.5817	0.6288	0.5817	0.7627
0.5571	2.0652	824	0.4996	0.5922	0.4996	0.7069
0.5571	2.0702	826	0.4440	0.5401	0.4440	0.6663
0.5571	2.0752	828	0.4615	0.5903	0.4615	0.6793
0.5571	2.0802	830	0.4692	0.6069	0.4692	0.6850
0.5571	2.0852	832	0.4298	0.5554	0.4298	0.6556
0.5571	2.0902	834	0.4304	0.5672	0.4304	0.6561
0.5571	2.0952	836	0.5049	0.6301	0.5049	0.7105
0.5571	2.1003	838	0.5158	0.6337	0.5158	0.7182
0.5571	2.1053	840	0.4419	0.5767	0.4419	0.6647
0.5571	2.1103	842	0.4329	0.5600	0.4329	0.6580
0.5571	2.1153	844	0.4654	0.6179	0.4654	0.6822
0.5571	2.1203	846	0.6013	0.6654	0.6013	0.7755
0.5571	2.1253	848	0.5630	0.6567	0.5630	0.7503
0.5571	2.1303	850	0.5085	0.6395	0.5085	0.7131
0.5571	2.1353	852	0.4491	0.5956	0.4491	0.6702
0.5571	2.1404	854	0.4729	0.6282	0.4729	0.6877
0.5571	2.1454	856	0.5654	0.6561	0.5654	0.7519
0.5571	2.1504	858	0.6594	0.6728	0.6594	0.8120
0.5571	2.1554	860	0.5545	0.6536	0.5545	0.7446
0.5571	2.1604	862	0.4411	0.5923	0.4411	0.6641
0.5571	2.1654	864	0.4523	0.6030	0.4523	0.6726
0.5571	2.1704	866	0.6010	0.6394	0.6010	0.7752
0.5571	2.1754	868	0.7629	0.6542	0.7629	0.8734
0.5571	2.1805	870	0.7774	0.6315	0.7774	0.8817
0.5571	2.1855	872	0.6239	0.6082	0.6239	0.7899
0.5571	2.1905	874	0.5677	0.5612	0.5677	0.7534
0.5571	2.1955	876	0.5746	0.5653	0.5746	0.7580
0.5571	2.2005	878	0.5504	0.5663	0.5504	0.7419
0.5571	2.2055	880	0.6754	0.5995	0.6754	0.8218
0.5571	2.2105	882	0.7498	0.5779	0.7498	0.8659
0.5571	2.2155	884	0.6529	0.5812	0.6529	0.8080
0.5571	2.2206	886	0.5076	0.4907	0.5076	0.7124
0.5571	2.2256	888	0.4897	0.4806	0.4897	0.6998
0.5571	2.2306	890	0.5096	0.5543	0.5096	0.7139
0.5571	2.2356	892	0.6177	0.5946	0.6177	0.7859
0.5571	2.2406	894	0.6219	0.5986	0.6219	0.7886
0.5571	2.2456	896	0.4861	0.5611	0.4861	0.6972
0.5571	2.2506	898	0.4568	0.5383	0.4568	0.6759
0.5571	2.2556	900	0.4699	0.5573	0.4699	0.6855
0.5571	2.2607	902	0.4745	0.5613	0.4745	0.6889
0.5571	2.2657	904	0.4871	0.5536	0.4871	0.6979
0.5571	2.2707	906	0.4646	0.4899	0.4646	0.6816
0.5571	2.2757	908	0.4678	0.5065	0.4678	0.6839
0.5571	2.2807	910	0.5217	0.5645	0.5217	0.7223
0.5571	2.2857	912	0.5797	0.6032	0.5797	0.7614
0.5571	2.2907	914	0.5562	0.5842	0.5562	0.7458
0.5571	2.2957	916	0.6029	0.6056	0.6029	0.7765
0.5571	2.3008	918	0.5968	0.5872	0.5968	0.7725
0.5571	2.3058	920	0.5587	0.5473	0.5587	0.7475
0.5571	2.3108	922	0.5500	0.5395	0.5500	0.7417
0.5571	2.3158	924	0.5514	0.5543	0.5514	0.7426
0.5571	2.3208	926	0.5263	0.5547	0.5263	0.7255
0.5571	2.3258	928	0.5485	0.5922	0.5485	0.7406
0.5571	2.3308	930	0.5737	0.6008	0.5737	0.7574
0.5571	2.3358	932	0.5434	0.6066	0.5434	0.7371
0.5571	2.3409	934	0.5346	0.6080	0.5346	0.7312
0.5571	2.3459	936	0.4692	0.5696	0.4692	0.6850
0.5571	2.3509	938	0.4761	0.5688	0.4761	0.6900
0.5571	2.3559	940	0.5221	0.5984	0.5221	0.7225
0.5571	2.3609	942	0.5685	0.6334	0.5685	0.7540
0.5571	2.3659	944	0.4934	0.5824	0.4934	0.7024
0.5571	2.3709	946	0.4530	0.5297	0.4530	0.6730
0.5571	2.3759	948	0.4609	0.5680	0.4609	0.6789
0.5571	2.3810	950	0.6082	0.6681	0.6082	0.7799
0.5571	2.3860	952	0.7026	0.6677	0.7026	0.8382
0.5571	2.3910	954	0.5648	0.6498	0.5648	0.7515
0.5571	2.3960	956	0.5489	0.6313	0.5489	0.7408
0.5571	2.4010	958	0.5206	0.5985	0.5206	0.7216
0.5571	2.4060	960	0.5268	0.6089	0.5268	0.7258
0.5571	2.4110	962	0.5396	0.6242	0.5396	0.7346
0.5571	2.4160	964	0.5595	0.6424	0.5595	0.7480
0.5571	2.4211	966	0.5666	0.6361	0.5666	0.7527
0.5571	2.4261	968	0.5291	0.6188	0.5291	0.7274
0.5571	2.4311	970	0.5694	0.6359	0.5694	0.7546
0.5571	2.4361	972	0.6898	0.6676	0.6898	0.8306
0.5571	2.4411	974	0.6954	0.6658	0.6954	0.8339
0.5571	2.4461	976	0.6629	0.6456	0.6629	0.8142
0.5571	2.4511	978	0.5466	0.6189	0.5466	0.7393
0.5571	2.4561	980	0.5387	0.6122	0.5387	0.7340
0.5571	2.4612	982	0.5764	0.6032	0.5764	0.7592
0.5571	2.4662	984	0.5706	0.6140	0.5706	0.7554
0.5571	2.4712	986	0.6569	0.6213	0.6569	0.8105
0.5571	2.4762	988	0.6889	0.6327	0.6889	0.8300
0.5571	2.4812	990	0.6509	0.6402	0.6509	0.8068
0.5571	2.4862	992	0.6564	0.6480	0.6564	0.8102
0.5571	2.4912	994	0.6380	0.6511	0.6380	0.7987
0.5571	2.4962	996	0.6702	0.6448	0.6702	0.8186
0.5571	2.5013	998	0.8139	0.6552	0.8139	0.9021
0.2198	2.5063	1000	0.7314	0.6696	0.7314	0.8552
0.2198	2.5113	1002	0.5583	0.6303	0.5583	0.7472
0.2198	2.5163	1004	0.4692	0.5565	0.4692	0.6850
0.2198	2.5213	1006	0.4702	0.5623	0.4702	0.6857
0.2198	2.5263	1008	0.5591	0.6164	0.5591	0.7478
0.2198	2.5313	1010	0.5838	0.6106	0.5838	0.7640

Framework versions

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