ASAP_FineTuningBERT_noAug_task1_organization_fold4

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: 0.4373
• Qwk: 0.5824
• Mse: 0.4373
• Rmse: 0.6613

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: 8
• eval_batch_size: 8
• 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	0.0149	2	9.5210	0.0	9.5210	3.0856
No log	0.0299	4	7.7156	0.0126	7.7156	2.7777
No log	0.0448	6	5.9143	0.0041	5.9143	2.4319
No log	0.0597	8	4.7417	0.0018	4.7417	2.1776
No log	0.0746	10	3.6540	0.0298	3.6540	1.9115
No log	0.0896	12	2.6298	0.0128	2.6298	1.6217
No log	0.1045	14	1.9326	0.0118	1.9326	1.3902
No log	0.1194	16	1.5937	0.0040	1.5937	1.2624
No log	0.1343	18	1.1593	0.0509	1.1593	1.0767
No log	0.1493	20	0.9690	0.0445	0.9690	0.9844
No log	0.1642	22	0.8887	0.0316	0.8887	0.9427
No log	0.1791	24	0.9010	0.0212	0.9010	0.9492
No log	0.1940	26	0.8518	0.0107	0.8518	0.9229
No log	0.2090	28	0.8512	0.0158	0.8512	0.9226
No log	0.2239	30	0.8506	0.1028	0.8506	0.9223
No log	0.2388	32	0.7735	0.0107	0.7735	0.8795
No log	0.2537	34	0.7487	0.0107	0.7487	0.8653
No log	0.2687	36	0.7458	0.1333	0.7458	0.8636
No log	0.2836	38	0.7776	0.4313	0.7776	0.8818
No log	0.2985	40	0.8634	0.3867	0.8634	0.9292
No log	0.3134	42	0.6673	0.4222	0.6673	0.8169
No log	0.3284	44	0.5798	0.3527	0.5798	0.7614
No log	0.3433	46	0.7758	0.2350	0.7758	0.8808
No log	0.3582	48	0.6943	0.2626	0.6943	0.8333
No log	0.3731	50	0.5705	0.3787	0.5705	0.7553
No log	0.3881	52	0.5207	0.4795	0.5207	0.7216
No log	0.4030	54	0.6851	0.4988	0.6851	0.8277
No log	0.4179	56	0.7729	0.5002	0.7729	0.8791
No log	0.4328	58	0.5411	0.5358	0.5411	0.7356
No log	0.4478	60	0.4832	0.5260	0.4832	0.6951
No log	0.4627	62	0.4785	0.4941	0.4785	0.6917
No log	0.4776	64	0.5809	0.3966	0.5809	0.7622
No log	0.4925	66	0.4666	0.5506	0.4666	0.6831
No log	0.5075	68	0.5111	0.5925	0.5111	0.7149
No log	0.5224	70	0.6335	0.5575	0.6335	0.7959
No log	0.5373	72	0.5501	0.5914	0.5501	0.7417
No log	0.5522	74	0.4746	0.5957	0.4746	0.6889
No log	0.5672	76	0.4877	0.6027	0.4877	0.6984
No log	0.5821	78	0.4580	0.5898	0.4580	0.6767
No log	0.5970	80	0.5449	0.5898	0.5449	0.7382
No log	0.6119	82	0.8607	0.4988	0.8607	0.9277
No log	0.6269	84	0.7491	0.5596	0.7491	0.8655
No log	0.6418	86	0.5144	0.5951	0.5144	0.7172
No log	0.6567	88	0.4522	0.5560	0.4522	0.6725
No log	0.6716	90	0.4738	0.4811	0.4738	0.6884
No log	0.6866	92	0.4573	0.5998	0.4573	0.6763
No log	0.7015	94	0.5615	0.6057	0.5615	0.7493
No log	0.7164	96	0.4567	0.5912	0.4567	0.6758
No log	0.7313	98	0.5419	0.4481	0.5419	0.7361
No log	0.7463	100	0.4569	0.5873	0.4569	0.6759
No log	0.7612	102	0.7645	0.5531	0.7645	0.8744
No log	0.7761	104	0.8597	0.5172	0.8597	0.9272
No log	0.7910	106	0.5507	0.5877	0.5507	0.7421
No log	0.8060	108	0.5343	0.4690	0.5343	0.7310
No log	0.8209	110	0.5803	0.4457	0.5803	0.7617
No log	0.8358	112	0.4583	0.6011	0.4583	0.6770
No log	0.8507	114	0.4722	0.6253	0.4722	0.6872
No log	0.8657	116	0.5106	0.6041	0.5106	0.7146
No log	0.8806	118	0.4477	0.5918	0.4477	0.6691
No log	0.8955	120	0.5017	0.4619	0.5017	0.7083
No log	0.9104	122	0.4836	0.4635	0.4836	0.6954
No log	0.9254	124	0.5047	0.5982	0.5047	0.7104
No log	0.9403	126	0.5830	0.5860	0.5830	0.7635
No log	0.9552	128	0.5002	0.5700	0.5002	0.7072
No log	0.9701	130	0.4740	0.5298	0.4740	0.6885
No log	0.9851	132	0.4633	0.5282	0.4633	0.6807
No log	1.0	134	0.4772	0.4584	0.4772	0.6908
No log	1.0149	136	0.4502	0.5368	0.4502	0.6710
No log	1.0299	138	0.4491	0.6100	0.4491	0.6701
No log	1.0448	140	0.5990	0.6122	0.5990	0.7740
No log	1.0597	142	0.8443	0.5677	0.8443	0.9189
No log	1.0746	144	0.7625	0.6041	0.7625	0.8732
No log	1.0896	146	0.5181	0.5968	0.5181	0.7198
No log	1.1045	148	0.5904	0.5335	0.5904	0.7683
No log	1.1194	150	0.5630	0.5336	0.5630	0.7503
No log	1.1343	152	0.4776	0.6078	0.4776	0.6911
No log	1.1493	154	0.6336	0.6183	0.6336	0.7960
No log	1.1642	156	0.5976	0.6322	0.5976	0.7731
No log	1.1791	158	0.4912	0.6276	0.4912	0.7009
No log	1.1940	160	0.4355	0.5718	0.4355	0.6599
No log	1.2090	162	0.4539	0.5523	0.4539	0.6737
No log	1.2239	164	0.4438	0.5848	0.4438	0.6662
No log	1.2388	166	0.5168	0.6125	0.5168	0.7189
No log	1.2537	168	0.6613	0.6292	0.6613	0.8132
No log	1.2687	170	0.5317	0.6326	0.5317	0.7292
No log	1.2836	172	0.4528	0.6131	0.4528	0.6729
No log	1.2985	174	0.4584	0.5310	0.4584	0.6770
No log	1.3134	176	0.4281	0.5650	0.4281	0.6543
No log	1.3284	178	0.5040	0.6318	0.5040	0.7099
No log	1.3433	180	0.7954	0.6126	0.7954	0.8918
No log	1.3582	182	0.7043	0.6263	0.7043	0.8393
No log	1.3731	184	0.4361	0.5891	0.4361	0.6604
No log	1.3881	186	0.4308	0.5217	0.4308	0.6563
No log	1.4030	188	0.4296	0.5975	0.4296	0.6555
No log	1.4179	190	0.4306	0.6168	0.4306	0.6562
No log	1.4328	192	0.4247	0.5921	0.4247	0.6517
No log	1.4478	194	0.4453	0.6154	0.4453	0.6673
No log	1.4627	196	0.6185	0.5842	0.6185	0.7864
No log	1.4776	198	0.6964	0.5549	0.6964	0.8345
No log	1.4925	200	0.6008	0.5914	0.6008	0.7751
No log	1.5075	202	0.4726	0.6076	0.4726	0.6875
No log	1.5224	204	0.4516	0.5393	0.4516	0.6720
No log	1.5373	206	0.4668	0.5187	0.4668	0.6832
No log	1.5522	208	0.4485	0.6141	0.4485	0.6697
No log	1.5672	210	0.4974	0.6224	0.4974	0.7052
No log	1.5821	212	0.5200	0.6251	0.5200	0.7211
No log	1.5970	214	0.4642	0.6071	0.4642	0.6813
No log	1.6119	216	0.4547	0.5976	0.4547	0.6743
No log	1.6269	218	0.4671	0.5977	0.4671	0.6835
No log	1.6418	220	0.4785	0.5717	0.4785	0.6918
No log	1.6567	222	0.5006	0.5329	0.5006	0.7075
No log	1.6716	224	0.4669	0.5864	0.4669	0.6833
No log	1.6866	226	0.4625	0.5996	0.4625	0.6801
No log	1.7015	228	0.4779	0.6413	0.4779	0.6913
No log	1.7164	230	0.6300	0.6610	0.6300	0.7937
No log	1.7313	232	0.6567	0.6685	0.6567	0.8104
No log	1.7463	234	0.4822	0.6389	0.4822	0.6944
No log	1.7612	236	0.4340	0.5449	0.4340	0.6588
No log	1.7761	238	0.5389	0.4411	0.5389	0.7341
No log	1.7910	240	0.4685	0.4942	0.4685	0.6844
No log	1.8060	242	0.4546	0.6127	0.4546	0.6743
No log	1.8209	244	0.6246	0.5939	0.6246	0.7903
No log	1.8358	246	0.8100	0.5545	0.8100	0.9000
No log	1.8507	248	0.7649	0.5901	0.7649	0.8746
No log	1.8657	250	0.5163	0.6114	0.5163	0.7185
No log	1.8806	252	0.4310	0.5464	0.4310	0.6565
No log	1.8955	254	0.4379	0.5129	0.4379	0.6617
No log	1.9104	256	0.4367	0.5134	0.4367	0.6608
No log	1.9254	258	0.4184	0.5650	0.4184	0.6468
No log	1.9403	260	0.5231	0.6578	0.5231	0.7233
No log	1.9552	262	0.6406	0.6572	0.6406	0.8004
No log	1.9701	264	0.5351	0.6572	0.5351	0.7315
No log	1.9851	266	0.4113	0.5869	0.4113	0.6414
No log	2.0	268	0.5548	0.4358	0.5548	0.7449
No log	2.0149	270	0.5751	0.4358	0.5751	0.7583
No log	2.0299	272	0.4304	0.5412	0.4304	0.6560
No log	2.0448	274	0.4849	0.6580	0.4849	0.6964
No log	2.0597	276	0.7172	0.6342	0.7172	0.8469
No log	2.0746	278	0.6856	0.6518	0.6856	0.8280
No log	2.0896	280	0.5082	0.6727	0.5082	0.7129
No log	2.1045	282	0.4659	0.6288	0.4659	0.6826
No log	2.1194	284	0.4195	0.6050	0.4195	0.6477
No log	2.1343	286	0.4204	0.5811	0.4204	0.6484
No log	2.1493	288	0.4205	0.6035	0.4205	0.6484
No log	2.1642	290	0.4361	0.6199	0.4361	0.6604
No log	2.1791	292	0.5585	0.6246	0.5585	0.7474
No log	2.1940	294	0.5906	0.5990	0.5906	0.7685
No log	2.2090	296	0.4548	0.6138	0.4548	0.6744
No log	2.2239	298	0.4334	0.5014	0.4334	0.6583
No log	2.2388	300	0.4322	0.5061	0.4322	0.6574
No log	2.2537	302	0.4194	0.6084	0.4194	0.6476
No log	2.2687	304	0.4180	0.6034	0.4180	0.6465
No log	2.2836	306	0.4224	0.5911	0.4224	0.6499
No log	2.2985	308	0.4303	0.6052	0.4303	0.6560
No log	2.3134	310	0.4990	0.6798	0.4990	0.7064
No log	2.3284	312	0.5322	0.6839	0.5322	0.7295
No log	2.3433	314	0.4807	0.6065	0.4807	0.6934
No log	2.3582	316	0.5360	0.5422	0.5360	0.7321
No log	2.3731	318	0.4977	0.5492	0.4977	0.7055
No log	2.3881	320	0.4377	0.6345	0.4377	0.6616
No log	2.4030	322	0.4958	0.6636	0.4958	0.7041
No log	2.4179	324	0.4964	0.6629	0.4964	0.7045
No log	2.4328	326	0.4157	0.6146	0.4157	0.6447
No log	2.4478	328	0.4068	0.5929	0.4068	0.6378
No log	2.4627	330	0.4231	0.6247	0.4231	0.6504
No log	2.4776	332	0.5216	0.6646	0.5216	0.7222
No log	2.4925	334	0.5333	0.6814	0.5333	0.7303
No log	2.5075	336	0.4600	0.6546	0.4600	0.6782
No log	2.5224	338	0.4538	0.5598	0.4538	0.6736
No log	2.5373	340	0.4587	0.5959	0.4587	0.6773
No log	2.5522	342	0.4556	0.6097	0.4556	0.6750
No log	2.5672	344	0.4982	0.6643	0.4982	0.7058
No log	2.5821	346	0.4733	0.6552	0.4733	0.6879
No log	2.5970	348	0.4358	0.5502	0.4358	0.6601
No log	2.6119	350	0.4519	0.5177	0.4519	0.6722
No log	2.6269	352	0.4359	0.5442	0.4359	0.6602
No log	2.6418	354	0.4288	0.6196	0.4288	0.6548
No log	2.6567	356	0.4654	0.6385	0.4654	0.6822
No log	2.6716	358	0.5108	0.6710	0.5108	0.7147
No log	2.6866	360	0.4882	0.6506	0.4882	0.6987
No log	2.7015	362	0.4278	0.6221	0.4278	0.6541
No log	2.7164	364	0.4252	0.6152	0.4252	0.6520
No log	2.7313	366	0.4493	0.6432	0.4493	0.6703
No log	2.7463	368	0.6062	0.6788	0.6062	0.7786
No log	2.7612	370	0.5579	0.6712	0.5579	0.7469
No log	2.7761	372	0.4349	0.6226	0.4349	0.6594
No log	2.7910	374	0.5093	0.5079	0.5093	0.7136
No log	2.8060	376	0.4550	0.5403	0.4550	0.6745
No log	2.8209	378	0.4875	0.6602	0.4875	0.6982
No log	2.8358	380	0.6422	0.7016	0.6422	0.8014
No log	2.8507	382	0.6349	0.6949	0.6349	0.7968
No log	2.8657	384	0.5483	0.6813	0.5483	0.7405
No log	2.8806	386	0.4413	0.6308	0.4413	0.6643
No log	2.8955	388	0.4118	0.5991	0.4118	0.6418
No log	2.9104	390	0.4091	0.5996	0.4091	0.6396
No log	2.9254	392	0.4078	0.5918	0.4078	0.6386
No log	2.9403	394	0.4683	0.6525	0.4683	0.6843
No log	2.9552	396	0.5389	0.6815	0.5389	0.7341
No log	2.9701	398	0.4763	0.6487	0.4763	0.6901
No log	2.9851	400	0.4707	0.6632	0.4707	0.6861
No log	3.0	402	0.4787	0.6693	0.4787	0.6918
No log	3.0149	404	0.5200	0.6650	0.5200	0.7211
No log	3.0299	406	0.5529	0.6799	0.5529	0.7436
No log	3.0448	408	0.4797	0.6485	0.4797	0.6926
No log	3.0597	410	0.4627	0.6019	0.4627	0.6802
No log	3.0746	412	0.4538	0.6219	0.4538	0.6737
No log	3.0896	414	0.5513	0.6879	0.5513	0.7425
No log	3.1045	416	0.6391	0.7113	0.6391	0.7994
No log	3.1194	418	0.5207	0.6810	0.5207	0.7216
No log	3.1343	420	0.4365	0.6493	0.4365	0.6607
No log	3.1493	422	0.4364	0.6476	0.4364	0.6606
No log	3.1642	424	0.5728	0.6921	0.5728	0.7568
No log	3.1791	426	0.6085	0.6987	0.6085	0.7801
No log	3.1940	428	0.4807	0.6764	0.4807	0.6933
No log	3.2090	430	0.4554	0.6691	0.4554	0.6748
No log	3.2239	432	0.4181	0.6278	0.4181	0.6466
No log	3.2388	434	0.4166	0.6042	0.4166	0.6455
No log	3.2537	436	0.4146	0.5978	0.4146	0.6439
No log	3.2687	438	0.4161	0.5824	0.4161	0.6450
No log	3.2836	440	0.4144	0.6019	0.4144	0.6438
No log	3.2985	442	0.4878	0.6605	0.4878	0.6984
No log	3.3134	444	0.6971	0.7017	0.6971	0.8349
No log	3.3284	446	0.6325	0.6979	0.6325	0.7953
No log	3.3433	448	0.4352	0.6389	0.4352	0.6597
No log	3.3582	450	0.4245	0.5710	0.4245	0.6516
No log	3.3731	452	0.4233	0.6052	0.4233	0.6506
No log	3.3881	454	0.4775	0.6527	0.4775	0.6910
No log	3.4030	456	0.5267	0.6818	0.5267	0.7257
No log	3.4179	458	0.4465	0.6367	0.4465	0.6682
No log	3.4328	460	0.4390	0.6213	0.4390	0.6626
No log	3.4478	462	0.4691	0.6551	0.4691	0.6849
No log	3.4627	464	0.6716	0.6866	0.6716	0.8195
No log	3.4776	466	0.7091	0.6890	0.7091	0.8421
No log	3.4925	468	0.5126	0.6771	0.5126	0.7159
No log	3.5075	470	0.4428	0.6030	0.4428	0.6654
No log	3.5224	472	0.4531	0.5876	0.4531	0.6731
No log	3.5373	474	0.4687	0.6397	0.4687	0.6846
No log	3.5522	476	0.5184	0.6766	0.5184	0.7200
No log	3.5672	478	0.4580	0.6275	0.4580	0.6767
No log	3.5821	480	0.4778	0.5293	0.4778	0.6912
No log	3.5970	482	0.4525	0.5943	0.4525	0.6726
No log	3.6119	484	0.5003	0.6422	0.5003	0.7073
No log	3.6269	486	0.5175	0.6408	0.5175	0.7194
No log	3.6418	488	0.4743	0.6127	0.4743	0.6887
No log	3.6567	490	0.4798	0.5561	0.4798	0.6927
No log	3.6716	492	0.4913	0.5229	0.4913	0.7009
No log	3.6866	494	0.4696	0.5813	0.4696	0.6853
No log	3.7015	496	0.5462	0.6359	0.5462	0.7391
No log	3.7164	498	0.5162	0.6199	0.5162	0.7185
0.6029	3.7313	500	0.4662	0.5852	0.4662	0.6828
0.6029	3.7463	502	0.4647	0.5353	0.4647	0.6817
0.6029	3.7612	504	0.4560	0.5344	0.4560	0.6753
0.6029	3.7761	506	0.4740	0.6252	0.4740	0.6885
0.6029	3.7910	508	0.5959	0.6737	0.5959	0.7719
0.6029	3.8060	510	0.7285	0.6964	0.7285	0.8535
0.6029	3.8209	512	0.5925	0.6706	0.5925	0.7697
0.6029	3.8358	514	0.4543	0.6121	0.4543	0.6740
0.6029	3.8507	516	0.4861	0.5045	0.4861	0.6972
0.6029	3.8657	518	0.5350	0.4568	0.5350	0.7315
0.6029	3.8806	520	0.4462	0.5424	0.4462	0.6680
0.6029	3.8955	522	0.5494	0.6652	0.5494	0.7412
0.6029	3.9104	524	0.8526	0.6801	0.8526	0.9234
0.6029	3.9254	526	1.0001	0.6598	1.0001	1.0001
0.6029	3.9403	528	0.8058	0.6826	0.8058	0.8977
0.6029	3.9552	530	0.5258	0.6650	0.5258	0.7251
0.6029	3.9701	532	0.4424	0.5612	0.4424	0.6651
0.6029	3.9851	534	0.4550	0.5522	0.4550	0.6746
0.6029	4.0	536	0.4533	0.6391	0.4533	0.6732
0.6029	4.0149	538	0.5014	0.6668	0.5014	0.7081
0.6029	4.0299	540	0.5891	0.6828	0.5891	0.7675
0.6029	4.0448	542	0.5147	0.6836	0.5147	0.7174
0.6029	4.0597	544	0.4382	0.6317	0.4382	0.6619
0.6029	4.0746	546	0.4387	0.5944	0.4387	0.6623
0.6029	4.0896	548	0.4305	0.6214	0.4305	0.6561
0.6029	4.1045	550	0.4718	0.6736	0.4718	0.6869
0.6029	4.1194	552	0.5221	0.6765	0.5221	0.7226
0.6029	4.1343	554	0.5029	0.6745	0.5029	0.7092
0.6029	4.1493	556	0.4671	0.6618	0.4671	0.6834
0.6029	4.1642	558	0.4656	0.6528	0.4656	0.6823
0.6029	4.1791	560	0.4526	0.6245	0.4526	0.6728
0.6029	4.1940	562	0.4560	0.6472	0.4560	0.6753
0.6029	4.2090	564	0.4937	0.6577	0.4937	0.7026
0.6029	4.2239	566	0.4872	0.6528	0.4872	0.6980
0.6029	4.2388	568	0.4509	0.5762	0.4509	0.6715
0.6029	4.2537	570	0.4541	0.5829	0.4541	0.6739
0.6029	4.2687	572	0.4774	0.6486	0.4774	0.6909
0.6029	4.2836	574	0.5993	0.6824	0.5993	0.7741
0.6029	4.2985	576	0.5781	0.6765	0.5781	0.7603
0.6029	4.3134	578	0.5296	0.6536	0.5296	0.7277
0.6029	4.3284	580	0.4829	0.6501	0.4829	0.6949
0.6029	4.3433	582	0.5313	0.6521	0.5313	0.7289
0.6029	4.3582	584	0.5999	0.6880	0.5999	0.7746
0.6029	4.3731	586	0.5079	0.6437	0.5079	0.7127
0.6029	4.3881	588	0.4884	0.6409	0.4884	0.6989
0.6029	4.4030	590	0.4848	0.6389	0.4848	0.6963
0.6029	4.4179	592	0.4819	0.6466	0.4819	0.6942
0.6029	4.4328	594	0.4500	0.6188	0.4500	0.6709
0.6029	4.4478	596	0.4499	0.5866	0.4499	0.6708
0.6029	4.4627	598	0.4447	0.5990	0.4447	0.6668
0.6029	4.4776	600	0.4962	0.6569	0.4962	0.7044
0.6029	4.4925	602	0.7062	0.6860	0.7062	0.8404
0.6029	4.5075	604	0.6796	0.6888	0.6796	0.8244
0.6029	4.5224	606	0.4892	0.6651	0.4892	0.6995
0.6029	4.5373	608	0.4344	0.5852	0.4344	0.6591
0.6029	4.5522	610	0.5238	0.4588	0.5238	0.7237
0.6029	4.5672	612	0.5129	0.4643	0.5129	0.7162
0.6029	4.5821	614	0.4351	0.5819	0.4351	0.6596
0.6029	4.5970	616	0.5048	0.6680	0.5048	0.7105
0.6029	4.6119	618	0.6737	0.6807	0.6737	0.8208
0.6029	4.6269	620	0.6476	0.6873	0.6476	0.8047
0.6029	4.6418	622	0.4924	0.6601	0.4924	0.7017
0.6029	4.6567	624	0.4444	0.5831	0.4444	0.6666
0.6029	4.6716	626	0.4469	0.5826	0.4469	0.6685
0.6029	4.6866	628	0.4637	0.6482	0.4637	0.6810
0.6029	4.7015	630	0.4814	0.6511	0.4814	0.6938
0.6029	4.7164	632	0.4953	0.6462	0.4953	0.7037
0.6029	4.7313	634	0.5129	0.6436	0.5129	0.7162
0.6029	4.7463	636	0.4833	0.6023	0.4833	0.6952
0.6029	4.7612	638	0.4936	0.6057	0.4936	0.7026
0.6029	4.7761	640	0.5742	0.6410	0.5742	0.7578
0.6029	4.7910	642	0.6554	0.6747	0.6554	0.8096
0.6029	4.8060	644	0.6572	0.6777	0.6572	0.8107
0.6029	4.8209	646	0.5287	0.6368	0.5287	0.7271
0.6029	4.8358	648	0.4769	0.6041	0.4769	0.6906
0.6029	4.8507	650	0.4811	0.6204	0.4811	0.6936
0.6029	4.8657	652	0.4912	0.6445	0.4912	0.7009
0.6029	4.8806	654	0.4679	0.6177	0.4679	0.6840
0.6029	4.8955	656	0.4756	0.6164	0.4756	0.6896
0.6029	4.9104	658	0.5616	0.6773	0.5616	0.7494
0.6029	4.9254	660	0.5736	0.6831	0.5736	0.7574
0.6029	4.9403	662	0.4778	0.6240	0.4778	0.6912
0.6029	4.9552	664	0.4576	0.5631	0.4576	0.6765
0.6029	4.9701	666	0.4646	0.5402	0.4646	0.6816
0.6029	4.9851	668	0.4435	0.6086	0.4435	0.6660
0.6029	5.0	670	0.5359	0.6802	0.5359	0.7321
0.6029	5.0149	672	0.5984	0.6827	0.5984	0.7736
0.6029	5.0299	674	0.5120	0.6774	0.5120	0.7155
0.6029	5.0448	676	0.4391	0.5974	0.4391	0.6626
0.6029	5.0597	678	0.5157	0.4818	0.5157	0.7181
0.6029	5.0746	680	0.5225	0.4842	0.5225	0.7228
0.6029	5.0896	682	0.4508	0.5748	0.4508	0.6714
0.6029	5.1045	684	0.5209	0.6717	0.5209	0.7218
0.6029	5.1194	686	0.7195	0.6974	0.7195	0.8482
0.6029	5.1343	688	0.7044	0.6952	0.7044	0.8393
0.6029	5.1493	690	0.5521	0.6761	0.5521	0.7430
0.6029	5.1642	692	0.4555	0.6087	0.4555	0.6749
0.6029	5.1791	694	0.4649	0.5775	0.4649	0.6818
0.6029	5.1940	696	0.4679	0.5775	0.4679	0.6840
0.6029	5.2090	698	0.4825	0.6326	0.4825	0.6946
0.6029	5.2239	700	0.6769	0.6981	0.6769	0.8227
0.6029	5.2388	702	0.7942	0.7102	0.7942	0.8912
0.6029	5.2537	704	0.6784	0.6880	0.6784	0.8237
0.6029	5.2687	706	0.5348	0.6440	0.5348	0.7313
0.6029	5.2836	708	0.4770	0.6125	0.4770	0.6907
0.6029	5.2985	710	0.4742	0.5889	0.4742	0.6886
0.6029	5.3134	712	0.4743	0.6268	0.4743	0.6887
0.6029	5.3284	714	0.5853	0.6621	0.5853	0.7651
0.6029	5.3433	716	0.6635	0.7085	0.6635	0.8146
0.6029	5.3582	718	0.5701	0.6566	0.5701	0.7550
0.6029	5.3731	720	0.5404	0.6506	0.5404	0.7351
0.6029	5.3881	722	0.4978	0.6491	0.4978	0.7056
0.6029	5.4030	724	0.4791	0.6417	0.4791	0.6921
0.6029	5.4179	726	0.4948	0.6466	0.4948	0.7034
0.6029	5.4328	728	0.5367	0.6646	0.5367	0.7326
0.6029	5.4478	730	0.5220	0.6631	0.5220	0.7225
0.6029	5.4627	732	0.4643	0.6405	0.4643	0.6814
0.6029	5.4776	734	0.4385	0.6225	0.4385	0.6622
0.6029	5.4925	736	0.4405	0.6325	0.4405	0.6637
0.6029	5.5075	738	0.4381	0.6274	0.4381	0.6619
0.6029	5.5224	740	0.4412	0.6312	0.4412	0.6643
0.6029	5.5373	742	0.4922	0.6507	0.4922	0.7016
0.6029	5.5522	744	0.5300	0.6608	0.5300	0.7280
0.6029	5.5672	746	0.5168	0.6551	0.5168	0.7189
0.6029	5.5821	748	0.4548	0.6325	0.4548	0.6744
0.6029	5.5970	750	0.4456	0.5878	0.4456	0.6675
0.6029	5.6119	752	0.4469	0.6044	0.4469	0.6685
0.6029	5.6269	754	0.5186	0.6588	0.5186	0.7202
0.6029	5.6418	756	0.7960	0.6870	0.7960	0.8922
0.6029	5.6567	758	0.9500	0.6999	0.9500	0.9747
0.6029	5.6716	760	0.8111	0.6920	0.8111	0.9006
0.6029	5.6866	762	0.5450	0.6583	0.5450	0.7382
0.6029	5.7015	764	0.4688	0.5474	0.4688	0.6847
0.6029	5.7164	766	0.5812	0.4364	0.5812	0.7624
0.6029	5.7313	768	0.5894	0.4164	0.5894	0.7677
0.6029	5.7463	770	0.4901	0.4924	0.4901	0.7000
0.6029	5.7612	772	0.4373	0.5824	0.4373	0.6613

Framework versions

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