ASAP_FineTuningBERT_Aug_k5_task1_organization_fold3

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: 0.6091
• Qwk: 0.6783
• Mse: 0.6091
• Rmse: 0.7804

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	0.0187	2	8.8772	0.0143	8.8772	2.9795
No log	0.0374	4	7.9331	0.0070	7.9331	2.8166
No log	0.0561	6	7.0595	0.0	7.0595	2.6570
No log	0.0748	8	5.9938	0.0	5.9938	2.4482
No log	0.0935	10	4.8292	0.0	4.8292	2.1975
No log	0.1121	12	3.9313	0.0510	3.9313	1.9827
No log	0.1308	14	3.1303	0.0114	3.1303	1.7693
No log	0.1495	16	2.6192	0.0038	2.6192	1.6184
No log	0.1682	18	2.0277	0.0038	2.0277	1.4240
No log	0.1869	20	1.5914	0.0038	1.5914	1.2615
No log	0.2056	22	1.2730	0.0463	1.2730	1.1283
No log	0.2243	24	1.0826	0.0302	1.0826	1.0405
No log	0.2430	26	0.9190	0.0302	0.9190	0.9586
No log	0.2617	28	0.8678	0.0302	0.8678	0.9315
No log	0.2804	30	0.8312	0.0302	0.8312	0.9117
No log	0.2991	32	0.8449	0.1564	0.8449	0.9192
No log	0.3178	34	0.8356	0.3755	0.8356	0.9141
No log	0.3364	36	0.7066	0.0976	0.7066	0.8406
No log	0.3551	38	0.8894	0.0937	0.8894	0.9431
No log	0.3738	40	0.7492	0.0488	0.7492	0.8656
No log	0.3925	42	0.7219	0.0436	0.7219	0.8496
No log	0.4112	44	0.7262	0.0463	0.7262	0.8522
No log	0.4299	46	0.7191	0.0645	0.7191	0.8480
No log	0.4486	48	0.7795	0.1595	0.7795	0.8829
No log	0.4673	50	0.6548	0.0970	0.6548	0.8092
No log	0.4860	52	0.6885	0.0463	0.6885	0.8298
No log	0.5047	54	0.7405	0.0463	0.7405	0.8605
No log	0.5234	56	0.7325	0.0645	0.7325	0.8559
No log	0.5421	58	0.7262	0.1117	0.7262	0.8522
No log	0.5607	60	0.6658	0.0876	0.6658	0.8160
No log	0.5794	62	0.6700	0.1205	0.6700	0.8185
No log	0.5981	64	0.6829	0.1039	0.6829	0.8264
No log	0.6168	66	0.7980	0.1707	0.7980	0.8933
No log	0.6355	68	0.7799	0.1690	0.7799	0.8831
No log	0.6542	70	0.6730	0.1209	0.6730	0.8203
No log	0.6729	72	0.6635	0.1055	0.6635	0.8146
No log	0.6916	74	0.6515	0.1021	0.6515	0.8071
No log	0.7103	76	0.6729	0.0729	0.6729	0.8203
No log	0.7290	78	0.6641	0.1022	0.6641	0.8149
No log	0.7477	80	0.6202	0.2106	0.6202	0.7876
No log	0.7664	82	0.6313	0.1791	0.6313	0.7946
No log	0.7850	84	0.6781	0.2204	0.6781	0.8235
No log	0.8037	86	0.6542	0.2769	0.6542	0.8088
No log	0.8224	88	0.5798	0.3283	0.5798	0.7614
No log	0.8411	90	0.6255	0.2278	0.6255	0.7909
No log	0.8598	92	0.6054	0.2175	0.6054	0.7781
No log	0.8785	94	0.5891	0.2484	0.5891	0.7675
No log	0.8972	96	0.5717	0.2913	0.5717	0.7561
No log	0.9159	98	0.7111	0.2336	0.7111	0.8433
No log	0.9346	100	0.7050	0.2381	0.7050	0.8396
No log	0.9533	102	0.5594	0.3687	0.5594	0.7479
No log	0.9720	104	0.5763	0.4042	0.5763	0.7592
No log	0.9907	106	0.5946	0.4337	0.5946	0.7711
No log	1.0093	108	0.5764	0.4742	0.5764	0.7592
No log	1.0280	110	0.5031	0.4667	0.5031	0.7093
No log	1.0467	112	0.6443	0.3345	0.6443	0.8027
No log	1.0654	114	0.5550	0.4240	0.5550	0.7450
No log	1.0841	116	0.5041	0.5661	0.5041	0.7100
No log	1.1028	118	0.5422	0.5687	0.5422	0.7363
No log	1.1215	120	0.5084	0.4734	0.5084	0.7130
No log	1.1402	122	0.5379	0.4533	0.5379	0.7334
No log	1.1589	124	0.5021	0.5210	0.5021	0.7086
No log	1.1776	126	0.4960	0.5438	0.4960	0.7043
No log	1.1963	128	0.4895	0.5297	0.4895	0.6997
No log	1.2150	130	0.4818	0.5202	0.4818	0.6941
No log	1.2336	132	0.4816	0.5631	0.4816	0.6940
No log	1.2523	134	0.4807	0.5817	0.4807	0.6933
No log	1.2710	136	0.4843	0.5044	0.4843	0.6959
No log	1.2897	138	0.5107	0.4885	0.5107	0.7146
No log	1.3084	140	0.4889	0.5466	0.4889	0.6992
No log	1.3271	142	0.4954	0.5567	0.4954	0.7039
No log	1.3458	144	0.5062	0.5669	0.5062	0.7115
No log	1.3645	146	0.5295	0.5920	0.5295	0.7277
No log	1.3832	148	0.4743	0.5609	0.4743	0.6887
No log	1.4019	150	0.5053	0.4964	0.5053	0.7108
No log	1.4206	152	0.4849	0.5629	0.4849	0.6963
No log	1.4393	154	0.4991	0.5966	0.4991	0.7064
No log	1.4579	156	0.5460	0.6182	0.5460	0.7390
No log	1.4766	158	0.5719	0.6173	0.5719	0.7562
No log	1.4953	160	0.5240	0.6084	0.5240	0.7239
No log	1.5140	162	0.5017	0.4731	0.5017	0.7083
No log	1.5327	164	0.5259	0.4630	0.5259	0.7252
No log	1.5514	166	0.4900	0.5233	0.4900	0.7000
No log	1.5701	168	0.4747	0.5970	0.4747	0.6890
No log	1.5888	170	0.4755	0.5987	0.4755	0.6895
No log	1.6075	172	0.4828	0.5176	0.4828	0.6948
No log	1.6262	174	0.4635	0.5334	0.4635	0.6808
No log	1.6449	176	0.4522	0.5381	0.4522	0.6724
No log	1.6636	178	0.4636	0.5864	0.4636	0.6809
No log	1.6822	180	0.5698	0.6224	0.5698	0.7548
No log	1.7009	182	0.5083	0.6183	0.5083	0.7130
No log	1.7196	184	0.4619	0.5424	0.4619	0.6796
No log	1.7383	186	0.4648	0.5289	0.4648	0.6817
No log	1.7570	188	0.4899	0.5926	0.4899	0.7000
No log	1.7757	190	0.4726	0.5814	0.4726	0.6875
No log	1.7944	192	0.4491	0.5513	0.4491	0.6701
No log	1.8131	194	0.4525	0.5669	0.4525	0.6727
No log	1.8318	196	0.4663	0.5722	0.4663	0.6829
No log	1.8505	198	0.4613	0.5652	0.4613	0.6792
No log	1.8692	200	0.4769	0.5694	0.4769	0.6906
No log	1.8879	202	0.4764	0.5785	0.4764	0.6902
No log	1.9065	204	0.4571	0.5698	0.4571	0.6761
No log	1.9252	206	0.4559	0.5309	0.4559	0.6752
No log	1.9439	208	0.4949	0.4889	0.4949	0.7035
No log	1.9626	210	0.4514	0.5583	0.4514	0.6719
No log	1.9813	212	0.6267	0.6069	0.6267	0.7916
No log	2.0	214	0.8391	0.5340	0.8391	0.9160
No log	2.0187	216	0.7550	0.5155	0.7550	0.8689
No log	2.0374	218	0.5398	0.5814	0.5398	0.7347
No log	2.0561	220	0.4767	0.5323	0.4767	0.6904
No log	2.0748	222	0.4731	0.5673	0.4731	0.6878
No log	2.0935	224	0.5482	0.6065	0.5482	0.7404
No log	2.1121	226	0.5649	0.5947	0.5649	0.7516
No log	2.1308	228	0.4610	0.5780	0.4610	0.6789
No log	2.1495	230	0.4838	0.4813	0.4838	0.6955
No log	2.1682	232	0.4866	0.4911	0.4866	0.6976
No log	2.1869	234	0.4728	0.5561	0.4728	0.6876
No log	2.2056	236	0.4977	0.5764	0.4977	0.7055
No log	2.2243	238	0.5505	0.5998	0.5505	0.7420
No log	2.2430	240	0.5514	0.6073	0.5514	0.7425
No log	2.2617	242	0.5790	0.6104	0.5790	0.7609
No log	2.2804	244	0.5625	0.6097	0.5625	0.7500
No log	2.2991	246	0.5156	0.5863	0.5156	0.7181
No log	2.3178	248	0.5390	0.6136	0.5390	0.7342
No log	2.3364	250	0.5972	0.6266	0.5972	0.7728
No log	2.3551	252	0.5165	0.6291	0.5164	0.7186
No log	2.3738	254	0.4615	0.5742	0.4615	0.6793
No log	2.3925	256	0.4616	0.5428	0.4616	0.6794
No log	2.4112	258	0.4713	0.5307	0.4713	0.6865
No log	2.4299	260	0.4437	0.5697	0.4437	0.6661
No log	2.4486	262	0.4471	0.5761	0.4471	0.6686
No log	2.4673	264	0.4494	0.5753	0.4494	0.6704
No log	2.4860	266	0.4454	0.5632	0.4454	0.6673
No log	2.5047	268	0.4388	0.5266	0.4388	0.6624
No log	2.5234	270	0.4267	0.5640	0.4267	0.6532
No log	2.5421	272	0.4326	0.5996	0.4326	0.6578
No log	2.5607	274	0.4603	0.6092	0.4603	0.6784
No log	2.5794	276	0.4782	0.6149	0.4782	0.6915
No log	2.5981	278	0.4513	0.6080	0.4513	0.6718
No log	2.6168	280	0.4613	0.6176	0.4613	0.6792
No log	2.6355	282	0.6230	0.6714	0.6230	0.7893
No log	2.6542	284	0.6430	0.6649	0.6430	0.8018
No log	2.6729	286	0.6099	0.6863	0.6099	0.7810
No log	2.6916	288	0.4838	0.6468	0.4838	0.6956
No log	2.7103	290	0.4476	0.5973	0.4476	0.6690
No log	2.7290	292	0.4649	0.6066	0.4649	0.6819
No log	2.7477	294	0.6552	0.7079	0.6552	0.8094
No log	2.7664	296	0.8661	0.6345	0.8661	0.9307
No log	2.7850	298	0.8000	0.6369	0.8000	0.8944
No log	2.8037	300	0.5500	0.6100	0.5500	0.7416
No log	2.8224	302	0.4958	0.5895	0.4958	0.7041
No log	2.8411	304	0.5147	0.6164	0.5147	0.7174
No log	2.8598	306	0.6503	0.6360	0.6503	0.8064
No log	2.8785	308	0.6510	0.6474	0.6510	0.8069
No log	2.8972	310	0.5734	0.6456	0.5734	0.7572
No log	2.9159	312	0.4550	0.6039	0.4550	0.6745
No log	2.9346	314	0.5289	0.4555	0.5289	0.7273
No log	2.9533	316	0.5133	0.4454	0.5133	0.7165
No log	2.9720	318	0.4308	0.5568	0.4308	0.6563
No log	2.9907	320	0.4425	0.5592	0.4425	0.6652
No log	3.0093	322	0.4580	0.5370	0.4580	0.6767
No log	3.0280	324	0.4719	0.5054	0.4719	0.6870
No log	3.0467	326	0.4674	0.5217	0.4674	0.6836
No log	3.0654	328	0.4918	0.5856	0.4918	0.7013
No log	3.0841	330	0.5673	0.6121	0.5673	0.7532
No log	3.1028	332	0.5254	0.6186	0.5254	0.7249
No log	3.1215	334	0.5021	0.5530	0.5021	0.7086
No log	3.1402	336	0.5396	0.5144	0.5396	0.7346
No log	3.1589	338	0.4876	0.5399	0.4876	0.6983
No log	3.1776	340	0.5379	0.6375	0.5379	0.7334
No log	3.1963	342	0.6212	0.6539	0.6212	0.7881
No log	3.2150	344	0.5700	0.6426	0.5700	0.7550
No log	3.2336	346	0.5048	0.6303	0.5048	0.7105
No log	3.2523	348	0.4455	0.6080	0.4455	0.6674
No log	3.2710	350	0.4572	0.6157	0.4572	0.6762
No log	3.2897	352	0.5094	0.6458	0.5094	0.7137
No log	3.3084	354	0.5595	0.6742	0.5595	0.7480
No log	3.3271	356	0.5384	0.6245	0.5384	0.7337
No log	3.3458	358	0.5160	0.5703	0.5160	0.7183
No log	3.3645	360	0.5311	0.5119	0.5311	0.7288
No log	3.3832	362	0.4770	0.5471	0.4770	0.6906
No log	3.4019	364	0.5053	0.6446	0.5053	0.7109
No log	3.4206	366	0.6705	0.6804	0.6705	0.8189
No log	3.4393	368	0.7707	0.6660	0.7707	0.8779
No log	3.4579	370	0.7355	0.6839	0.7355	0.8576
No log	3.4766	372	0.5878	0.6929	0.5878	0.7667
No log	3.4953	374	0.4944	0.6266	0.4944	0.7031
No log	3.5140	376	0.4944	0.5539	0.4944	0.7031
No log	3.5327	378	0.5155	0.5051	0.5155	0.7180
No log	3.5514	380	0.4619	0.5716	0.4619	0.6797
No log	3.5701	382	0.4841	0.6559	0.4841	0.6958
No log	3.5888	384	0.6093	0.6939	0.6093	0.7806
No log	3.6075	386	0.5621	0.6675	0.5621	0.7497
No log	3.6262	388	0.5004	0.6326	0.5004	0.7074
No log	3.6449	390	0.4873	0.6265	0.4873	0.6980
No log	3.6636	392	0.5089	0.6481	0.5089	0.7134
No log	3.6822	394	0.5981	0.6613	0.5981	0.7734
No log	3.7009	396	0.5330	0.6572	0.5330	0.7301
No log	3.7196	398	0.4815	0.6350	0.4815	0.6939
No log	3.7383	400	0.4527	0.6172	0.4527	0.6728
No log	3.7570	402	0.4695	0.6281	0.4695	0.6852
No log	3.7757	404	0.4762	0.6355	0.4762	0.6901
No log	3.7944	406	0.4936	0.6419	0.4936	0.7025
No log	3.8131	408	0.5632	0.6499	0.5632	0.7505
No log	3.8318	410	0.5733	0.6511	0.5733	0.7572
No log	3.8505	412	0.5044	0.6413	0.5044	0.7102
No log	3.8692	414	0.4362	0.5915	0.4362	0.6605
No log	3.8879	416	0.4377	0.5557	0.4377	0.6616
No log	3.9065	418	0.4517	0.6572	0.4517	0.6721
No log	3.9252	420	0.5905	0.6886	0.5905	0.7684
No log	3.9439	422	0.6053	0.6994	0.6053	0.7780
No log	3.9626	424	0.4915	0.6603	0.4915	0.7011
No log	3.9813	426	0.4366	0.6038	0.4366	0.6608
No log	4.0	428	0.4376	0.6221	0.4376	0.6615
No log	4.0187	430	0.5184	0.6519	0.5184	0.7200
No log	4.0374	432	0.6805	0.6929	0.6805	0.8249
No log	4.0561	434	0.7262	0.6908	0.7262	0.8522
No log	4.0748	436	0.5764	0.6714	0.5764	0.7592
No log	4.0935	438	0.5243	0.6717	0.5243	0.7241
No log	4.1121	440	0.5144	0.6107	0.5144	0.7172
No log	4.1308	442	0.5231	0.6073	0.5231	0.7233
No log	4.1495	444	0.5769	0.6660	0.5769	0.7596
No log	4.1682	446	0.5915	0.6784	0.5915	0.7691
No log	4.1869	448	0.4969	0.6495	0.4969	0.7049
No log	4.2056	450	0.4638	0.6227	0.4638	0.6811
No log	4.2243	452	0.5289	0.6610	0.5289	0.7273
No log	4.2430	454	0.6439	0.6816	0.6439	0.8024
No log	4.2617	456	0.6296	0.6857	0.6296	0.7935
No log	4.2804	458	0.5555	0.6710	0.5555	0.7453
No log	4.2991	460	0.5766	0.6758	0.5766	0.7593
No log	4.3178	462	0.5693	0.6698	0.5693	0.7545
No log	4.3364	464	0.5064	0.6588	0.5064	0.7116
No log	4.3551	466	0.5155	0.6546	0.5155	0.7180
No log	4.3738	468	0.5408	0.6550	0.5408	0.7354
No log	4.3925	470	0.7193	0.6855	0.7193	0.8481
No log	4.4112	472	0.7859	0.6788	0.7859	0.8865
No log	4.4299	474	0.7018	0.6875	0.7018	0.8377
No log	4.4486	476	0.5448	0.6547	0.5448	0.7381
No log	4.4673	478	0.4648	0.6441	0.4648	0.6818
No log	4.4860	480	0.4398	0.5667	0.4398	0.6632
No log	4.5047	482	0.4379	0.5938	0.4379	0.6617
No log	4.5234	484	0.4734	0.6439	0.4734	0.6880
No log	4.5421	486	0.4965	0.6575	0.4965	0.7046
No log	4.5607	488	0.4653	0.6441	0.4653	0.6821
No log	4.5794	490	0.4324	0.6139	0.4324	0.6576
No log	4.5981	492	0.4276	0.5916	0.4276	0.6539
No log	4.6168	494	0.4335	0.5930	0.4335	0.6584
No log	4.6355	496	0.4784	0.6340	0.4784	0.6917
No log	4.6542	498	0.5030	0.6379	0.5030	0.7092
0.5496	4.6729	500	0.4971	0.6416	0.4971	0.7050
0.5496	4.6916	502	0.4715	0.6322	0.4715	0.6866
0.5496	4.7103	504	0.4908	0.6481	0.4908	0.7006
0.5496	4.7290	506	0.4693	0.6402	0.4693	0.6851
0.5496	4.7477	508	0.4573	0.5996	0.4573	0.6762
0.5496	4.7664	510	0.4778	0.6190	0.4778	0.6912
0.5496	4.7850	512	0.5729	0.6856	0.5729	0.7569
0.5496	4.8037	514	0.6526	0.6931	0.6526	0.8078
0.5496	4.8224	516	0.7254	0.6874	0.7254	0.8517
0.5496	4.8411	518	0.5889	0.6844	0.5889	0.7674
0.5496	4.8598	520	0.4922	0.6524	0.4922	0.7016
0.5496	4.8785	522	0.4971	0.6621	0.4971	0.7050
0.5496	4.8972	524	0.5623	0.6717	0.5623	0.7499
0.5496	4.9159	526	0.5726	0.6821	0.5726	0.7567
0.5496	4.9346	528	0.4877	0.6529	0.4877	0.6983
0.5496	4.9533	530	0.4649	0.6397	0.4649	0.6818
0.5496	4.9720	532	0.5127	0.6840	0.5127	0.7160
0.5496	4.9907	534	0.7364	0.6901	0.7364	0.8581
0.5496	5.0093	536	0.8569	0.6798	0.8569	0.9257
0.5496	5.0280	538	0.7315	0.7021	0.7315	0.8553
0.5496	5.0467	540	0.5254	0.6718	0.5254	0.7249
0.5496	5.0654	542	0.4809	0.6309	0.4809	0.6935
0.5496	5.0841	544	0.5335	0.6550	0.5335	0.7304
0.5496	5.1028	546	0.6353	0.6930	0.6353	0.7970
0.5496	5.1215	548	0.6183	0.7025	0.6183	0.7863
0.5496	5.1402	550	0.5430	0.6630	0.5430	0.7369
0.5496	5.1589	552	0.6057	0.6969	0.6057	0.7783
0.5496	5.1776	554	0.6672	0.6833	0.6672	0.8169
0.5496	5.1963	556	0.6814	0.6988	0.6814	0.8255
0.5496	5.2150	558	0.6346	0.7056	0.6346	0.7966
0.5496	5.2336	560	0.5950	0.6658	0.5950	0.7714
0.5496	5.2523	562	0.6087	0.6684	0.6087	0.7802
0.5496	5.2710	564	0.5401	0.6443	0.5401	0.7349
0.5496	5.2897	566	0.5527	0.6539	0.5527	0.7434
0.5496	5.3084	568	0.6660	0.7070	0.6660	0.8161
0.5496	5.3271	570	0.6138	0.6832	0.6138	0.7834
0.5496	5.3458	572	0.5130	0.6399	0.5130	0.7162
0.5496	5.3645	574	0.5357	0.6370	0.5357	0.7319
0.5496	5.3832	576	0.5743	0.6528	0.5743	0.7579
0.5496	5.4019	578	0.6214	0.6866	0.6214	0.7883
0.5496	5.4206	580	0.6553	0.6972	0.6553	0.8095
0.5496	5.4393	582	0.5656	0.6926	0.5656	0.7521
0.5496	5.4579	584	0.5546	0.6808	0.5546	0.7447
0.5496	5.4766	586	0.6042	0.6947	0.6042	0.7773
0.5496	5.4953	588	0.5780	0.6920	0.5780	0.7603
0.5496	5.5140	590	0.4551	0.6387	0.4551	0.6746
0.5496	5.5327	592	0.4366	0.5996	0.4366	0.6608
0.5496	5.5514	594	0.4614	0.6531	0.4614	0.6792
0.5496	5.5701	596	0.5487	0.6887	0.5487	0.7407
0.5496	5.5888	598	0.5464	0.6871	0.5464	0.7392
0.5496	5.6075	600	0.4723	0.6667	0.4723	0.6872
0.5496	5.6262	602	0.4573	0.6514	0.4573	0.6763
0.5496	5.6449	604	0.4742	0.6502	0.4742	0.6886
0.5496	5.6636	606	0.5460	0.6758	0.5460	0.7389
0.5496	5.6822	608	0.5596	0.6728	0.5596	0.7481
0.5496	5.7009	610	0.5456	0.6602	0.5456	0.7386
0.5496	5.7196	612	0.5615	0.6612	0.5615	0.7493
0.5496	5.7383	614	0.6552	0.6804	0.6552	0.8095
0.5496	5.7570	616	0.7961	0.6959	0.7961	0.8922
0.5496	5.7757	618	0.6915	0.6847	0.6915	0.8316
0.5496	5.7944	620	0.5584	0.6830	0.5584	0.7473
0.5496	5.8131	622	0.5005	0.6610	0.5005	0.7075
0.5496	5.8318	624	0.4968	0.6647	0.4968	0.7049
0.5496	5.8505	626	0.5492	0.6717	0.5492	0.7411
0.5496	5.8692	628	0.5596	0.6714	0.5596	0.7480
0.5496	5.8879	630	0.4936	0.6543	0.4936	0.7026
0.5496	5.9065	632	0.5097	0.6586	0.5097	0.7139
0.5496	5.9252	634	0.5976	0.6800	0.5976	0.7730
0.5496	5.9439	636	0.5801	0.6830	0.5801	0.7617
0.5496	5.9626	638	0.5525	0.6625	0.5525	0.7433
0.5496	5.9813	640	0.5046	0.6199	0.5046	0.7103
0.5496	6.0	642	0.4978	0.5961	0.4978	0.7055
0.5496	6.0187	644	0.5136	0.6045	0.5136	0.7167
0.5496	6.0374	646	0.6285	0.6658	0.6285	0.7928
0.5496	6.0561	648	0.7816	0.6882	0.7816	0.8841
0.5496	6.0748	650	0.7493	0.6849	0.7493	0.8656
0.5496	6.0935	652	0.6133	0.6593	0.6133	0.7831
0.5496	6.1121	654	0.5619	0.6536	0.5619	0.7496
0.5496	6.1308	656	0.5848	0.6615	0.5848	0.7647
0.5496	6.1495	658	0.5971	0.6631	0.5971	0.7727
0.5496	6.1682	660	0.6159	0.6874	0.6159	0.7848
0.5496	6.1869	662	0.5520	0.6540	0.5520	0.7430
0.5496	6.2056	664	0.5004	0.6065	0.5004	0.7074
0.5496	6.2243	666	0.5088	0.6261	0.5088	0.7133
0.5496	6.2430	668	0.5956	0.6839	0.5956	0.7718
0.5496	6.2617	670	0.6880	0.6922	0.6880	0.8295
0.5496	6.2804	672	0.6363	0.6953	0.6363	0.7977
0.5496	6.2991	674	0.5296	0.6560	0.5296	0.7277
0.5496	6.3178	676	0.4841	0.6095	0.4841	0.6957
0.5496	6.3364	678	0.4999	0.6367	0.4999	0.7070
0.5496	6.3551	680	0.5813	0.6835	0.5813	0.7624
0.5496	6.3738	682	0.7532	0.7084	0.7532	0.8678
0.5496	6.3925	684	0.7328	0.7093	0.7328	0.8561
0.5496	6.4112	686	0.5910	0.6828	0.5910	0.7688
0.5496	6.4299	688	0.5292	0.6578	0.5292	0.7275
0.5496	6.4486	690	0.5883	0.6752	0.5883	0.7670
0.5496	6.4673	692	0.6528	0.6861	0.6528	0.8080
0.5496	6.4860	694	0.6324	0.6896	0.6324	0.7952
0.5496	6.5047	696	0.6038	0.6815	0.6038	0.7770
0.5496	6.5234	698	0.6513	0.6951	0.6513	0.8071
0.5496	6.5421	700	0.6342	0.6912	0.6342	0.7964
0.5496	6.5607	702	0.5351	0.6617	0.5351	0.7315
0.5496	6.5794	704	0.5199	0.6446	0.5199	0.7210
0.5496	6.5981	706	0.5875	0.6796	0.5875	0.7665
0.5496	6.6168	708	0.7758	0.6914	0.7758	0.8808
0.5496	6.6355	710	0.8546	0.6923	0.8546	0.9245
0.5496	6.6542	712	0.7079	0.6879	0.7079	0.8414
0.5496	6.6729	714	0.5444	0.6710	0.5444	0.7378
0.5496	6.6916	716	0.5329	0.6665	0.5329	0.7300
0.5496	6.7103	718	0.5679	0.6901	0.5679	0.7536
0.5496	6.7290	720	0.5829	0.6971	0.5829	0.7634
0.5496	6.7477	722	0.5273	0.6646	0.5273	0.7261
0.5496	6.7664	724	0.5481	0.6919	0.5481	0.7403
0.5496	6.7850	726	0.6771	0.6963	0.6771	0.8229
0.5496	6.8037	728	0.7742	0.6959	0.7742	0.8799
0.5496	6.8224	730	0.7055	0.6944	0.7055	0.8400
0.5496	6.8411	732	0.5562	0.6723	0.5562	0.7458
0.5496	6.8598	734	0.5145	0.6405	0.5145	0.7173
0.5496	6.8785	736	0.5285	0.6506	0.5285	0.7270
0.5496	6.8972	738	0.6384	0.7024	0.6384	0.7990
0.5496	6.9159	740	0.6964	0.7018	0.6964	0.8345
0.5496	6.9346	742	0.6512	0.6972	0.6512	0.8070
0.5496	6.9533	744	0.5694	0.6732	0.5694	0.7546
0.5496	6.9720	746	0.5871	0.6751	0.5871	0.7662
0.5496	6.9907	748	0.6248	0.6832	0.6248	0.7904
0.5496	7.0093	750	0.6609	0.6796	0.6609	0.8130
0.5496	7.0280	752	0.6948	0.6847	0.6948	0.8336
0.5496	7.0467	754	0.6862	0.6884	0.6862	0.8284
0.5496	7.0654	756	0.5624	0.6639	0.5624	0.7500
0.5496	7.0841	758	0.5324	0.6644	0.5324	0.7296
0.5496	7.1028	760	0.5964	0.6856	0.5964	0.7723
0.5496	7.1215	762	0.6513	0.6962	0.6513	0.8071
0.5496	7.1402	764	0.6107	0.6831	0.6107	0.7815
0.5496	7.1589	766	0.5394	0.6547	0.5394	0.7344
0.5496	7.1776	768	0.5472	0.6486	0.5472	0.7397
0.5496	7.1963	770	0.6368	0.6931	0.6368	0.7980
0.5496	7.2150	772	0.7253	0.7008	0.7253	0.8516
0.5496	7.2336	774	0.7761	0.6934	0.7761	0.8810
0.5496	7.2523	776	0.6851	0.6927	0.6851	0.8277
0.5496	7.2710	778	0.5995	0.6578	0.5995	0.7743
0.5496	7.2897	780	0.6127	0.6652	0.6127	0.7828
0.5496	7.3084	782	0.6934	0.6976	0.6934	0.8327
0.5496	7.3271	784	0.7365	0.6938	0.7365	0.8582
0.5496	7.3458	786	0.6556	0.6828	0.6556	0.8097
0.5496	7.3645	788	0.6237	0.6729	0.6237	0.7897
0.5496	7.3832	790	0.6233	0.6729	0.6233	0.7895
0.5496	7.4019	792	0.6478	0.6790	0.6478	0.8049
0.5496	7.4206	794	0.6647	0.6774	0.6647	0.8153
0.5496	7.4393	796	0.6144	0.6728	0.6144	0.7839
0.5496	7.4579	798	0.5592	0.6480	0.5592	0.7478
0.5496	7.4766	800	0.5849	0.6618	0.5849	0.7648
0.5496	7.4953	802	0.7004	0.6984	0.7004	0.8369
0.5496	7.5140	804	0.7435	0.6992	0.7435	0.8623
0.5496	7.5327	806	0.6959	0.6945	0.6959	0.8342
0.5496	7.5514	808	0.5944	0.6659	0.5944	0.7710
0.5496	7.5701	810	0.5188	0.6375	0.5188	0.7202
0.5496	7.5888	812	0.5206	0.6390	0.5206	0.7215
0.5496	7.6075	814	0.5736	0.6533	0.5736	0.7574
0.5496	7.6262	816	0.6329	0.6795	0.6329	0.7956
0.5496	7.6449	818	0.6564	0.6897	0.6564	0.8102
0.5496	7.6636	820	0.6539	0.6851	0.6539	0.8087
0.5496	7.6822	822	0.6933	0.6903	0.6933	0.8327
0.5496	7.7009	824	0.7386	0.6881	0.7386	0.8594
0.5496	7.7196	826	0.6991	0.6916	0.6991	0.8361
0.5496	7.7383	828	0.6812	0.6822	0.6812	0.8254
0.5496	7.7570	830	0.6117	0.6638	0.6117	0.7821
0.5496	7.7757	832	0.5890	0.6527	0.5890	0.7675
0.5496	7.7944	834	0.6352	0.6792	0.6352	0.7970
0.5496	7.8131	836	0.7312	0.6992	0.7312	0.8551
0.5496	7.8318	838	0.7294	0.7028	0.7294	0.8540
0.5496	7.8505	840	0.6370	0.6809	0.6370	0.7981
0.5496	7.8692	842	0.5294	0.6494	0.5294	0.7276
0.5496	7.8879	844	0.4971	0.6350	0.4971	0.7051
0.5496	7.9065	846	0.5124	0.6423	0.5124	0.7158
0.5496	7.9252	848	0.5534	0.6697	0.5534	0.7439
0.5496	7.9439	850	0.6172	0.6748	0.6172	0.7856
0.5496	7.9626	852	0.6024	0.6602	0.6024	0.7761
0.5496	7.9813	854	0.5525	0.6582	0.5525	0.7433
0.5496	8.0	856	0.5494	0.6582	0.5494	0.7412
0.5496	8.0187	858	0.5795	0.6644	0.5795	0.7612
0.5496	8.0374	860	0.6128	0.6729	0.6128	0.7828
0.5496	8.0561	862	0.5971	0.6696	0.5971	0.7727
0.5496	8.0748	864	0.5625	0.6408	0.5625	0.7500
0.5496	8.0935	866	0.5783	0.6499	0.5783	0.7605
0.5496	8.1121	868	0.6346	0.6706	0.6346	0.7966
0.5496	8.1308	870	0.6894	0.6944	0.6894	0.8303
0.5496	8.1495	872	0.7223	0.6898	0.7223	0.8499
0.5496	8.1682	874	0.6513	0.6764	0.6513	0.8071
0.5496	8.1869	876	0.5743	0.6479	0.5743	0.7578
0.5496	8.2056	878	0.5675	0.6479	0.5675	0.7533
0.5496	8.2243	880	0.5874	0.6544	0.5874	0.7665
0.5496	8.2430	882	0.6209	0.6787	0.6209	0.7880
0.5496	8.2617	884	0.6092	0.6676	0.6092	0.7805
0.5496	8.2804	886	0.6354	0.6708	0.6354	0.7971
0.5496	8.2991	888	0.6481	0.6710	0.6481	0.8050
0.5496	8.3178	890	0.6025	0.6647	0.6025	0.7762
0.5496	8.3364	892	0.6006	0.6665	0.6006	0.7750
0.5496	8.3551	894	0.6305	0.6739	0.6305	0.7940
0.5496	8.3738	896	0.6347	0.6769	0.6347	0.7967
0.5496	8.3925	898	0.5807	0.6603	0.5807	0.7620
0.5496	8.4112	900	0.5707	0.6647	0.5707	0.7555
0.5496	8.4299	902	0.6050	0.6673	0.6050	0.7778
0.5496	8.4486	904	0.6026	0.6663	0.6026	0.7763
0.5496	8.4673	906	0.5741	0.6650	0.5741	0.7577
0.5496	8.4860	908	0.5948	0.6656	0.5948	0.7713
0.5496	8.5047	910	0.6788	0.6772	0.6788	0.8239
0.5496	8.5234	912	0.7670	0.6829	0.7670	0.8758
0.5496	8.5421	914	0.7502	0.6759	0.7502	0.8662
0.5496	8.5607	916	0.6728	0.6792	0.6728	0.8203
0.5496	8.5794	918	0.6330	0.6656	0.6330	0.7956
0.5496	8.5981	920	0.6539	0.6737	0.6539	0.8087
0.5496	8.6168	922	0.6830	0.6853	0.6830	0.8265
0.5496	8.6355	924	0.6473	0.6813	0.6473	0.8045
0.5496	8.6542	926	0.5853	0.6685	0.5853	0.7650
0.5496	8.6729	928	0.5385	0.6475	0.5385	0.7338
0.5496	8.6916	930	0.5300	0.6423	0.5300	0.7280
0.5496	8.7103	932	0.5499	0.6629	0.5499	0.7415
0.5496	8.7290	934	0.5966	0.6698	0.5966	0.7724
0.5496	8.7477	936	0.6154	0.6731	0.6154	0.7845
0.5496	8.7664	938	0.5956	0.6669	0.5956	0.7717
0.5496	8.7850	940	0.5580	0.6687	0.5580	0.7470
0.5496	8.8037	942	0.5349	0.6393	0.5349	0.7314
0.5496	8.8224	944	0.5376	0.6415	0.5376	0.7332
0.5496	8.8411	946	0.5700	0.6625	0.5700	0.7550
0.5496	8.8598	948	0.5940	0.6696	0.5940	0.7707
0.5496	8.8785	950	0.6239	0.6714	0.6239	0.7899
0.5496	8.8972	952	0.6411	0.6760	0.6411	0.8007
0.5496	8.9159	954	0.6323	0.6746	0.6323	0.7952
0.5496	8.9346	956	0.6113	0.6644	0.6113	0.7819
0.5496	8.9533	958	0.6160	0.6657	0.6160	0.7849
0.5496	8.9720	960	0.5934	0.6618	0.5934	0.7703
0.5496	8.9907	962	0.5642	0.6546	0.5642	0.7511
0.5496	9.0093	964	0.5407	0.6508	0.5407	0.7353
0.5496	9.0280	966	0.5436	0.6536	0.5436	0.7373
0.5496	9.0467	968	0.5688	0.6606	0.5688	0.7542
0.5496	9.0654	970	0.6237	0.6663	0.6237	0.7898
0.5496	9.0841	972	0.6595	0.6825	0.6595	0.8121
0.5496	9.1028	974	0.6683	0.6867	0.6683	0.8175
0.5496	9.1215	976	0.6576	0.6892	0.6576	0.8109
0.5496	9.1402	978	0.6319	0.6693	0.6319	0.7950
0.5496	9.1589	980	0.6273	0.6672	0.6273	0.7920
0.5496	9.1776	982	0.6478	0.6786	0.6478	0.8048
0.5496	9.1963	984	0.6427	0.6786	0.6427	0.8017
0.5496	9.2150	986	0.6292	0.6679	0.6292	0.7932
0.5496	9.2336	988	0.6300	0.6694	0.6300	0.7937
0.5496	9.2523	990	0.6267	0.6713	0.6267	0.7917
0.5496	9.2710	992	0.6222	0.6798	0.6222	0.7888
0.5496	9.2897	994	0.6367	0.6742	0.6367	0.7979
0.5496	9.3084	996	0.6333	0.6742	0.6333	0.7958
0.5496	9.3271	998	0.6308	0.6742	0.6308	0.7942
0.1653	9.3458	1000	0.6193	0.6823	0.6193	0.7870
0.1653	9.3645	1002	0.5954	0.6715	0.5954	0.7716
0.1653	9.3832	1004	0.5924	0.6715	0.5924	0.7697
0.1653	9.4019	1006	0.5877	0.6720	0.5877	0.7666
0.1653	9.4206	1008	0.5959	0.6715	0.5959	0.7719
0.1653	9.4393	1010	0.6091	0.6783	0.6091	0.7804

Framework versions

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