ASAP_FineTuningBERT_Aug_k10_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: 0.4738
• Qwk: 0.6110
• Mse: 0.4738
• Rmse: 0.6883

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	0.0111	2	12.4920	0.0	12.4920	3.5344
No log	0.0222	4	10.7507	0.0	10.7507	3.2788
No log	0.0333	6	9.1014	0.0	9.1014	3.0169
No log	0.0444	8	7.3628	0.0055	7.3628	2.7135
No log	0.0556	10	5.6226	0.0	5.6226	2.3712
No log	0.0667	12	4.1338	0.0103	4.1338	2.0332
No log	0.0778	14	3.0078	0.0147	3.0078	1.7343
No log	0.0889	16	2.1925	0.0	2.1925	1.4807
No log	0.1	18	1.6006	0.0	1.6006	1.2652
No log	0.1111	20	1.2613	0.0987	1.2613	1.1231
No log	0.1222	22	0.9922	0.0213	0.9922	0.9961
No log	0.1333	24	0.8825	0.0	0.8825	0.9394
No log	0.1444	26	0.8294	0.0	0.8294	0.9107
No log	0.1556	28	0.8399	0.0	0.8399	0.9164
No log	0.1667	30	0.7981	0.0107	0.7981	0.8933
No log	0.1778	32	0.8843	0.0213	0.8843	0.9404
No log	0.1889	34	0.7230	0.0089	0.7230	0.8503
No log	0.2	36	0.7042	0.0258	0.7042	0.8392
No log	0.2111	38	0.7723	0.0107	0.7723	0.8788
No log	0.2222	40	0.6772	0.1134	0.6772	0.8229
No log	0.2333	42	0.7440	0.4199	0.7440	0.8625
No log	0.2444	44	0.6674	0.2787	0.6674	0.8169
No log	0.2556	46	0.8032	0.0501	0.8032	0.8962
No log	0.2667	48	0.8436	0.0961	0.8436	0.9185
No log	0.2778	50	0.6747	0.0602	0.6747	0.8214
No log	0.2889	52	0.6472	0.0783	0.6472	0.8045
No log	0.3	54	0.6539	0.0492	0.6539	0.8087
No log	0.3111	56	0.7721	0.1147	0.7721	0.8787
No log	0.3222	58	0.7839	0.1226	0.7839	0.8854
No log	0.3333	60	0.6551	0.0726	0.6551	0.8094
No log	0.3444	62	0.6394	0.2950	0.6394	0.7996
No log	0.3556	64	0.6504	0.0952	0.6504	0.8064
No log	0.3667	66	0.7011	0.0678	0.7011	0.8373
No log	0.3778	68	0.7094	0.0703	0.7094	0.8423
No log	0.3889	70	0.7270	0.0826	0.7270	0.8526
No log	0.4	72	0.6851	0.0826	0.6851	0.8277
No log	0.4111	74	0.7011	0.0826	0.7011	0.8373
No log	0.4222	76	0.7565	0.1350	0.7565	0.8698
No log	0.4333	78	0.6964	0.1175	0.6964	0.8345
No log	0.4444	80	0.6140	0.1122	0.6140	0.7836
No log	0.4556	82	0.6396	0.2111	0.6396	0.7998
No log	0.4667	84	0.6778	0.0665	0.6778	0.8233
No log	0.4778	86	0.8867	0.1727	0.8867	0.9416
No log	0.4889	88	0.8616	0.1689	0.8616	0.9282
No log	0.5	90	0.6944	0.0665	0.6944	0.8333
No log	0.5111	92	0.6777	0.0539	0.6777	0.8232
No log	0.5222	94	0.6602	0.0640	0.6602	0.8125
No log	0.5333	96	0.6188	0.0819	0.6188	0.7866
No log	0.5444	98	0.6037	0.1109	0.6037	0.7770
No log	0.5556	100	0.5954	0.1770	0.5954	0.7716
No log	0.5667	102	0.5419	0.3514	0.5419	0.7361
No log	0.5778	104	0.5495	0.4893	0.5495	0.7413
No log	0.5889	106	0.5027	0.4161	0.5027	0.7090
No log	0.6	108	0.4888	0.4358	0.4888	0.6991
No log	0.6111	110	0.5106	0.5354	0.5106	0.7145
No log	0.6222	112	0.5107	0.5355	0.5107	0.7147
No log	0.6333	114	0.4745	0.4589	0.4745	0.6888
No log	0.6444	116	0.4671	0.4637	0.4671	0.6835
No log	0.6556	118	0.5289	0.5584	0.5289	0.7272
No log	0.6667	120	0.5511	0.5009	0.5511	0.7424
No log	0.6778	122	0.6354	0.4997	0.6354	0.7971
No log	0.6889	124	0.7449	0.4788	0.7449	0.8631
No log	0.7	126	0.5980	0.5216	0.5980	0.7733
No log	0.7111	128	0.4803	0.4045	0.4803	0.6930
No log	0.7222	130	0.5788	0.3026	0.5788	0.7608
No log	0.7333	132	0.4687	0.4521	0.4687	0.6846
No log	0.7444	134	0.4637	0.5072	0.4637	0.6810
No log	0.7556	136	0.4764	0.5254	0.4764	0.6902
No log	0.7667	138	0.4576	0.4879	0.4576	0.6765
No log	0.7778	140	0.4912	0.5236	0.4912	0.7009
No log	0.7889	142	0.6223	0.5191	0.6223	0.7889
No log	0.8	144	0.6054	0.4966	0.6054	0.7781
No log	0.8111	146	0.6301	0.4537	0.6301	0.7938
No log	0.8222	148	0.6569	0.4699	0.6569	0.8105
No log	0.8333	150	0.5426	0.5391	0.5426	0.7366
No log	0.8444	152	0.6198	0.5172	0.6198	0.7873
No log	0.8556	154	0.5971	0.5344	0.5971	0.7727
No log	0.8667	156	0.5687	0.5026	0.5687	0.7541
No log	0.8778	158	0.5807	0.4741	0.5807	0.7621
No log	0.8889	160	0.6735	0.4797	0.6735	0.8207
No log	0.9	162	0.6547	0.4654	0.6547	0.8091
No log	0.9111	164	0.6401	0.4631	0.6401	0.8001
No log	0.9222	166	0.6479	0.5206	0.6479	0.8049
No log	0.9333	168	0.4875	0.5358	0.4875	0.6982
No log	0.9444	170	0.4237	0.5368	0.4237	0.6509
No log	0.9556	172	0.4504	0.5537	0.4504	0.6711
No log	0.9667	174	0.6051	0.5391	0.6051	0.7779
No log	0.9778	176	0.5771	0.5452	0.5771	0.7597
No log	0.9889	178	0.5374	0.5117	0.5374	0.7330
No log	1.0	180	0.5407	0.4970	0.5407	0.7353
No log	1.0111	182	0.6186	0.4997	0.6186	0.7865
No log	1.0222	184	0.6450	0.4950	0.6450	0.8031
No log	1.0333	186	0.5666	0.4994	0.5666	0.7527
No log	1.0444	188	0.5279	0.5097	0.5279	0.7266
No log	1.0556	190	0.5225	0.5353	0.5225	0.7229
No log	1.0667	192	0.4375	0.5378	0.4375	0.6615
No log	1.0778	194	0.4288	0.5491	0.4288	0.6548
No log	1.0889	196	0.4511	0.5360	0.4511	0.6717
No log	1.1	198	0.4632	0.5376	0.4632	0.6806
No log	1.1111	200	0.5706	0.5495	0.5706	0.7554
No log	1.1222	202	0.5627	0.5739	0.5627	0.7502
No log	1.1333	204	0.5993	0.5645	0.5993	0.7742
No log	1.1444	206	0.8087	0.5237	0.8087	0.8993
No log	1.1556	208	0.7706	0.5350	0.7706	0.8779
No log	1.1667	210	0.5550	0.5417	0.5550	0.7450
No log	1.1778	212	0.5458	0.5441	0.5458	0.7388
No log	1.1889	214	0.5997	0.5479	0.5997	0.7744
No log	1.2	216	0.6229	0.5537	0.6229	0.7892
No log	1.2111	218	0.7281	0.5534	0.7281	0.8533
No log	1.2222	220	0.5602	0.5676	0.5602	0.7485
No log	1.2333	222	0.4206	0.5231	0.4206	0.6485
No log	1.2444	224	0.4201	0.5133	0.4201	0.6481
No log	1.2556	226	0.4286	0.5510	0.4286	0.6546
No log	1.2667	228	0.6412	0.5431	0.6412	0.8008
No log	1.2778	230	0.7839	0.5665	0.7839	0.8854
No log	1.2889	232	0.6097	0.5793	0.6097	0.7808
No log	1.3	234	0.3980	0.5574	0.3980	0.6309
No log	1.3111	236	0.3965	0.5314	0.3965	0.6297
No log	1.3222	238	0.4207	0.5562	0.4207	0.6486
No log	1.3333	240	0.5060	0.5707	0.5060	0.7113
No log	1.3444	242	0.5254	0.5620	0.5254	0.7248
No log	1.3556	244	0.5023	0.5356	0.5023	0.7087
No log	1.3667	246	0.6197	0.5114	0.6197	0.7872
No log	1.3778	248	0.8550	0.4834	0.8550	0.9247
No log	1.3889	250	0.8272	0.4865	0.8272	0.9095
No log	1.4	252	0.5921	0.4863	0.5921	0.7695
No log	1.4111	254	0.5286	0.4931	0.5286	0.7271
No log	1.4222	256	0.4816	0.5154	0.4816	0.6939
No log	1.4333	258	0.4650	0.5291	0.4650	0.6819
No log	1.4444	260	0.5579	0.5519	0.5579	0.7469
No log	1.4556	262	0.5629	0.5536	0.5629	0.7503
No log	1.4667	264	0.5865	0.5532	0.5865	0.7658
No log	1.4778	266	0.4930	0.5537	0.4930	0.7021
No log	1.4889	268	0.5382	0.5595	0.5382	0.7336
No log	1.5	270	0.6800	0.5572	0.6800	0.8246
No log	1.5111	272	0.5634	0.5663	0.5634	0.7506
No log	1.5222	274	0.4556	0.5744	0.4556	0.6750
No log	1.5333	276	0.4396	0.5835	0.4396	0.6630
No log	1.5444	278	0.5253	0.5927	0.5253	0.7248
No log	1.5556	280	0.6530	0.5647	0.6530	0.8081
No log	1.5667	282	0.5838	0.5881	0.5838	0.7641
No log	1.5778	284	0.5062	0.5775	0.5062	0.7115
No log	1.5889	286	0.4712	0.5877	0.4712	0.6864
No log	1.6	288	0.4449	0.5980	0.4449	0.6670
No log	1.6111	290	0.5224	0.5820	0.5224	0.7228
No log	1.6222	292	0.6188	0.5567	0.6188	0.7866
No log	1.6333	294	0.5334	0.5576	0.5334	0.7303
No log	1.6444	296	0.4561	0.5200	0.4561	0.6754
No log	1.6556	298	0.4572	0.5147	0.4572	0.6762
No log	1.6667	300	0.5038	0.5372	0.5038	0.7098
No log	1.6778	302	0.4763	0.5442	0.4763	0.6901
No log	1.6889	304	0.4473	0.5354	0.4473	0.6688
No log	1.7	306	0.5005	0.5667	0.5005	0.7075
No log	1.7111	308	0.4578	0.5631	0.4578	0.6766
No log	1.7222	310	0.5080	0.5892	0.5080	0.7127
No log	1.7333	312	0.6557	0.5759	0.6557	0.8098
No log	1.7444	314	0.5645	0.5992	0.5645	0.7513
No log	1.7556	316	0.4237	0.5407	0.4237	0.6509
No log	1.7667	318	0.4234	0.5332	0.4234	0.6507
No log	1.7778	320	0.4214	0.5054	0.4214	0.6491
No log	1.7889	322	0.4285	0.4771	0.4285	0.6546
No log	1.8	324	0.4482	0.5550	0.4482	0.6695
No log	1.8111	326	0.7301	0.6100	0.7301	0.8545
No log	1.8222	328	0.9038	0.5953	0.9038	0.9507
No log	1.8333	330	0.7035	0.5897	0.7035	0.8387
No log	1.8444	332	0.4956	0.5074	0.4956	0.7040
No log	1.8556	334	0.4880	0.4530	0.4880	0.6986
No log	1.8667	336	0.4960	0.5089	0.4960	0.7043
No log	1.8778	338	0.5845	0.5212	0.5845	0.7645
No log	1.8889	340	0.7600	0.5724	0.7600	0.8718
No log	1.9	342	0.7100	0.5853	0.7100	0.8426
No log	1.9111	344	0.5312	0.5590	0.5312	0.7288
No log	1.9222	346	0.4278	0.5106	0.4278	0.6540
No log	1.9333	348	0.4062	0.5049	0.4062	0.6373
No log	1.9444	350	0.4116	0.5703	0.4116	0.6415
No log	1.9556	352	0.4954	0.6746	0.4954	0.7038
No log	1.9667	354	0.4860	0.6956	0.4860	0.6971
No log	1.9778	356	0.4045	0.6649	0.4045	0.6360
No log	1.9889	358	0.3926	0.6309	0.3926	0.6266
No log	2.0	360	0.4655	0.6828	0.4655	0.6823
No log	2.0111	362	0.5684	0.6833	0.5684	0.7539
No log	2.0222	364	0.6340	0.6386	0.6340	0.7962
No log	2.0333	366	0.5512	0.6163	0.5512	0.7424
No log	2.0444	368	0.5094	0.5819	0.5094	0.7137
No log	2.0556	370	0.5958	0.5788	0.5958	0.7719
No log	2.0667	372	0.8088	0.5797	0.8088	0.8993
No log	2.0778	374	0.7647	0.5731	0.7647	0.8745
No log	2.0889	376	0.5230	0.5577	0.5230	0.7232
No log	2.1	378	0.4353	0.4892	0.4353	0.6598
No log	2.1111	380	0.4331	0.4832	0.4331	0.6581
No log	2.1222	382	0.4833	0.5704	0.4833	0.6952
No log	2.1333	384	0.4700	0.6090	0.4700	0.6856
No log	2.1444	386	0.4004	0.5424	0.4004	0.6328
No log	2.1556	388	0.4015	0.5160	0.4015	0.6336
No log	2.1667	390	0.3948	0.5377	0.3948	0.6283
No log	2.1778	392	0.4438	0.5827	0.4438	0.6662
No log	2.1889	394	0.4854	0.5693	0.4854	0.6967
No log	2.2	396	0.4793	0.5472	0.4793	0.6923
No log	2.2111	398	0.5045	0.5492	0.5045	0.7103
No log	2.2222	400	0.5181	0.5390	0.5181	0.7198
No log	2.2333	402	0.5433	0.5395	0.5433	0.7371
No log	2.2444	404	0.6625	0.5496	0.6625	0.8140
No log	2.2556	406	0.6265	0.5599	0.6265	0.7915
No log	2.2667	408	0.4542	0.5479	0.4542	0.6739
No log	2.2778	410	0.4192	0.4940	0.4192	0.6475
No log	2.2889	412	0.4116	0.5148	0.4116	0.6415
No log	2.3	414	0.4692	0.5927	0.4692	0.6850
No log	2.3111	416	0.4746	0.6245	0.4746	0.6889
No log	2.3222	418	0.4289	0.5852	0.4289	0.6549
No log	2.3333	420	0.4292	0.5901	0.4292	0.6551
No log	2.3444	422	0.5214	0.6453	0.5214	0.7221
No log	2.3556	424	0.5145	0.6316	0.5145	0.7173
No log	2.3667	426	0.5150	0.6043	0.5150	0.7177
No log	2.3778	428	0.4994	0.5765	0.4994	0.7067
No log	2.3889	430	0.6017	0.6103	0.6017	0.7757
No log	2.4	432	0.7527	0.575	0.7527	0.8676
No log	2.4111	434	0.7125	0.5766	0.7125	0.8441
No log	2.4222	436	0.5646	0.5944	0.5646	0.7514
No log	2.4333	438	0.5318	0.5769	0.5318	0.7293
No log	2.4444	440	0.6588	0.5736	0.6588	0.8117
No log	2.4556	442	0.6507	0.5733	0.6507	0.8066
No log	2.4667	444	0.5113	0.5590	0.5113	0.7150
No log	2.4778	446	0.4386	0.5702	0.4386	0.6622
No log	2.4889	448	0.4551	0.5783	0.4551	0.6746
No log	2.5	450	0.5919	0.6388	0.5919	0.7693
No log	2.5111	452	0.6672	0.6315	0.6672	0.8168
No log	2.5222	454	0.5412	0.5705	0.5412	0.7357
No log	2.5333	456	0.4983	0.5289	0.4983	0.7059
No log	2.5444	458	0.5841	0.5968	0.5841	0.7643
No log	2.5556	460	0.7189	0.6220	0.7189	0.8479
No log	2.5667	462	0.6450	0.6360	0.6450	0.8031
No log	2.5778	464	0.5253	0.5689	0.5253	0.7248
No log	2.5889	466	0.4870	0.5683	0.4870	0.6979
No log	2.6	468	0.5097	0.6242	0.5097	0.7140
No log	2.6111	470	0.5269	0.6480	0.5269	0.7259
No log	2.6222	472	0.6790	0.7019	0.6790	0.8240
No log	2.6333	474	0.6090	0.6968	0.6090	0.7804
No log	2.6444	476	0.4505	0.6401	0.4505	0.6712
No log	2.6556	478	0.4036	0.5393	0.4036	0.6353
No log	2.6667	480	0.4274	0.4770	0.4274	0.6538
No log	2.6778	482	0.3998	0.5354	0.3998	0.6323
No log	2.6889	484	0.5279	0.6423	0.5279	0.7266
No log	2.7	486	0.8568	0.6513	0.8568	0.9256
No log	2.7111	488	0.9080	0.6085	0.9080	0.9529
No log	2.7222	490	0.6614	0.6063	0.6614	0.8133
No log	2.7333	492	0.5838	0.5855	0.5838	0.7641
No log	2.7444	494	0.6703	0.5744	0.6703	0.8187
No log	2.7556	496	0.6599	0.5867	0.6599	0.8124
No log	2.7667	498	0.5267	0.5677	0.5267	0.7258
0.563	2.7778	500	0.5019	0.5694	0.5019	0.7085
0.563	2.7889	502	0.5868	0.6187	0.5868	0.7660
0.563	2.8	504	0.6921	0.6437	0.6921	0.8319
0.563	2.8111	506	0.5930	0.6569	0.5930	0.7701
0.563	2.8222	508	0.4644	0.5966	0.4644	0.6815
0.563	2.8333	510	0.4075	0.5308	0.4075	0.6384
0.563	2.8444	512	0.4037	0.5395	0.4037	0.6354
0.563	2.8556	514	0.5006	0.6388	0.5006	0.7075
0.563	2.8667	516	0.5948	0.6691	0.5948	0.7712
0.563	2.8778	518	0.5049	0.6634	0.5049	0.7105
0.563	2.8889	520	0.4167	0.6148	0.4167	0.6455
0.563	2.9	522	0.4629	0.6693	0.4629	0.6804
0.563	2.9111	524	0.6061	0.6779	0.6061	0.7785
0.563	2.9222	526	0.5364	0.6822	0.5364	0.7324
0.563	2.9333	528	0.4963	0.6813	0.4963	0.7045
0.563	2.9444	530	0.4909	0.6425	0.4909	0.7006
0.563	2.9556	532	0.6391	0.6672	0.6391	0.7995
0.563	2.9667	534	0.7415	0.6722	0.7415	0.8611
0.563	2.9778	536	0.5780	0.6399	0.5780	0.7602
0.563	2.9889	538	0.4488	0.5829	0.4488	0.6699
0.563	3.0	540	0.4374	0.5821	0.4374	0.6614
0.563	3.0111	542	0.5240	0.6145	0.5240	0.7238
0.563	3.0222	544	0.6369	0.6562	0.6369	0.7980
0.563	3.0333	546	0.5443	0.6158	0.5443	0.7377
0.563	3.0444	548	0.4443	0.5165	0.4443	0.6666
0.563	3.0556	550	0.4550	0.4363	0.4550	0.6745
0.563	3.0667	552	0.4594	0.5522	0.4594	0.6778
0.563	3.0778	554	0.6762	0.6248	0.6762	0.8223
0.563	3.0889	556	0.9517	0.6025	0.9517	0.9755
0.563	3.1	558	0.8770	0.6327	0.8770	0.9365
0.563	3.1111	560	0.5919	0.5985	0.5919	0.7694
0.563	3.1222	562	0.4733	0.5614	0.4733	0.6880
0.563	3.1333	564	0.4632	0.5465	0.4632	0.6806
0.563	3.1444	566	0.5243	0.6006	0.5243	0.7241
0.563	3.1556	568	0.7238	0.6573	0.7238	0.8508
0.563	3.1667	570	0.7772	0.6462	0.7772	0.8816
0.563	3.1778	572	0.6212	0.6630	0.6212	0.7882
0.563	3.1889	574	0.5683	0.6589	0.5683	0.7539
0.563	3.2	576	0.6613	0.6959	0.6613	0.8132
0.563	3.2111	578	0.6436	0.6893	0.6436	0.8022
0.563	3.2222	580	0.4915	0.6532	0.4915	0.7011
0.563	3.2333	582	0.4713	0.6616	0.4713	0.6865
0.563	3.2444	584	0.4201	0.6371	0.4201	0.6482
0.563	3.2556	586	0.4281	0.6381	0.4281	0.6543
0.563	3.2667	588	0.5143	0.6743	0.5143	0.7172
0.563	3.2778	590	0.4873	0.6408	0.4873	0.6981
0.563	3.2889	592	0.4858	0.6222	0.4858	0.6970
0.563	3.3	594	0.5627	0.6354	0.5627	0.7501
0.563	3.3111	596	0.7077	0.6456	0.7077	0.8413
0.563	3.3222	598	0.7738	0.6379	0.7738	0.8797
0.563	3.3333	600	0.6819	0.6401	0.6819	0.8257
0.563	3.3444	602	0.7723	0.6351	0.7723	0.8788
0.563	3.3556	604	0.7834	0.6446	0.7834	0.8851
0.563	3.3667	606	0.6551	0.6465	0.6551	0.8094
0.563	3.3778	608	0.5349	0.6337	0.5349	0.7314
0.563	3.3889	610	0.5527	0.6524	0.5527	0.7434
0.563	3.4	612	0.6005	0.6735	0.6005	0.7749
0.563	3.4111	614	0.5795	0.6838	0.5795	0.7612
0.563	3.4222	616	0.4731	0.6545	0.4731	0.6878
0.563	3.4333	618	0.4372	0.6424	0.4372	0.6612
0.563	3.4444	620	0.5000	0.6606	0.5000	0.7071
0.563	3.4556	622	0.4802	0.6414	0.4802	0.6930
0.563	3.4667	624	0.4350	0.6210	0.4350	0.6595
0.563	3.4778	626	0.4287	0.6143	0.4287	0.6547
0.563	3.4889	628	0.5072	0.6693	0.5072	0.7121
0.563	3.5	630	0.5451	0.6798	0.5451	0.7383
0.563	3.5111	632	0.4427	0.6401	0.4427	0.6653
0.563	3.5222	634	0.4044	0.5987	0.4044	0.6359
0.563	3.5333	636	0.4268	0.6428	0.4268	0.6533
0.563	3.5444	638	0.4313	0.6461	0.4313	0.6568
0.563	3.5556	640	0.4252	0.6329	0.4252	0.6521
0.563	3.5667	642	0.4340	0.6375	0.4340	0.6588
0.563	3.5778	644	0.4311	0.6255	0.4311	0.6566
0.563	3.5889	646	0.4136	0.5818	0.4136	0.6431
0.563	3.6	648	0.4319	0.5966	0.4319	0.6572
0.563	3.6111	650	0.5301	0.6414	0.5301	0.7281
0.563	3.6222	652	0.5067	0.6334	0.5067	0.7118
0.563	3.6333	654	0.4428	0.5793	0.4428	0.6654
0.563	3.6444	656	0.4619	0.6091	0.4619	0.6796
0.563	3.6556	658	0.5126	0.6300	0.5126	0.7160
0.563	3.6667	660	0.5056	0.6255	0.5056	0.7111
0.563	3.6778	662	0.4704	0.5966	0.4704	0.6858
0.563	3.6889	664	0.4410	0.5685	0.4410	0.6641
0.563	3.7	666	0.4584	0.5830	0.4584	0.6771
0.563	3.7111	668	0.5003	0.6385	0.5003	0.7073
0.563	3.7222	670	0.5622	0.6353	0.5622	0.7498
0.563	3.7333	672	0.5451	0.6463	0.5451	0.7383
0.563	3.7444	674	0.4323	0.6015	0.4323	0.6575
0.563	3.7556	676	0.4179	0.5781	0.4179	0.6464
0.563	3.7667	678	0.4347	0.6292	0.4347	0.6593
0.563	3.7778	680	0.5940	0.6611	0.5940	0.7707
0.563	3.7889	682	0.6763	0.6778	0.6763	0.8224
0.563	3.8	684	0.5061	0.6512	0.5061	0.7114
0.563	3.8111	686	0.4223	0.5994	0.4223	0.6498
0.563	3.8222	688	0.4316	0.6008	0.4316	0.6569
0.563	3.8333	690	0.5260	0.6463	0.5260	0.7253
0.563	3.8444	692	0.5710	0.6611	0.5710	0.7556
0.563	3.8556	694	0.6188	0.6637	0.6188	0.7866
0.563	3.8667	696	0.5574	0.6585	0.5574	0.7466
0.563	3.8778	698	0.5094	0.6565	0.5094	0.7137
0.563	3.8889	700	0.4967	0.6443	0.4967	0.7048
0.563	3.9	702	0.6096	0.6474	0.6096	0.7807
0.563	3.9111	704	0.8585	0.6383	0.8585	0.9265
0.563	3.9222	706	0.7502	0.6427	0.7502	0.8661
0.563	3.9333	708	0.5634	0.5949	0.5634	0.7506
0.563	3.9444	710	0.5772	0.5936	0.5772	0.7597
0.563	3.9556	712	0.7348	0.6347	0.7348	0.8572
0.563	3.9667	714	0.7151	0.6368	0.7151	0.8456
0.563	3.9778	716	0.5684	0.6129	0.5684	0.7539
0.563	3.9889	718	0.5434	0.6166	0.5434	0.7372
0.563	4.0	720	0.5734	0.5978	0.5734	0.7572
0.563	4.0111	722	0.5897	0.6107	0.5897	0.7679
0.563	4.0222	724	0.5880	0.6199	0.5880	0.7668
0.563	4.0333	726	0.5069	0.6080	0.5069	0.7120
0.563	4.0444	728	0.4261	0.5496	0.4261	0.6527
0.563	4.0556	730	0.4225	0.5223	0.4225	0.6500
0.563	4.0667	732	0.4195	0.5855	0.4195	0.6477
0.563	4.0778	734	0.5894	0.6445	0.5894	0.7677
0.563	4.0889	736	0.7646	0.6672	0.7646	0.8744
0.563	4.1	738	0.6748	0.6533	0.6748	0.8215
0.563	4.1111	740	0.4681	0.6152	0.4681	0.6842
0.563	4.1222	742	0.4274	0.5286	0.4274	0.6538
0.563	4.1333	744	0.4355	0.5086	0.4355	0.6599
0.563	4.1444	746	0.4299	0.5776	0.4299	0.6557
0.563	4.1556	748	0.5834	0.6251	0.5834	0.7638
0.563	4.1667	750	0.7535	0.6515	0.7535	0.8680
0.563	4.1778	752	0.6744	0.6520	0.6744	0.8212
0.563	4.1889	754	0.5264	0.6113	0.5264	0.7255
0.563	4.2	756	0.5024	0.6158	0.5024	0.7088
0.563	4.2111	758	0.5833	0.6312	0.5833	0.7637
0.563	4.2222	760	0.6942	0.6612	0.6942	0.8332
0.563	4.2333	762	0.6713	0.6533	0.6713	0.8193
0.563	4.2444	764	0.5344	0.6054	0.5344	0.7310
0.563	4.2556	766	0.5468	0.6120	0.5468	0.7395
0.563	4.2667	768	0.7503	0.6546	0.7503	0.8662
0.563	4.2778	770	0.8486	0.6366	0.8486	0.9212
0.563	4.2889	772	0.6362	0.6417	0.6362	0.7976
0.563	4.3	774	0.5472	0.6152	0.5472	0.7397
0.563	4.3111	776	0.5673	0.6498	0.5673	0.7532
0.563	4.3222	778	0.6041	0.6677	0.6041	0.7772
0.563	4.3333	780	0.5239	0.6581	0.5239	0.7238
0.563	4.3444	782	0.5222	0.6567	0.5222	0.7226
0.563	4.3556	784	0.5111	0.6577	0.5111	0.7149
0.563	4.3667	786	0.5257	0.6547	0.5257	0.7250
0.563	4.3778	788	0.5886	0.6574	0.5886	0.7672
0.563	4.3889	790	0.6605	0.6401	0.6605	0.8127
0.563	4.4	792	0.6367	0.6233	0.6367	0.7979
0.563	4.4111	794	0.6756	0.6253	0.6756	0.8220
0.563	4.4222	796	0.6725	0.6224	0.6725	0.8201
0.563	4.4333	798	0.6144	0.6279	0.6144	0.7838
0.563	4.4444	800	0.5359	0.6089	0.5359	0.7321
0.563	4.4556	802	0.5918	0.6191	0.5918	0.7693
0.563	4.4667	804	0.7101	0.6295	0.7101	0.8427
0.563	4.4778	806	0.6444	0.6424	0.6444	0.8027
0.563	4.4889	808	0.5597	0.6140	0.5597	0.7481
0.563	4.5	810	0.4958	0.5975	0.4958	0.7041
0.563	4.5111	812	0.5130	0.6116	0.5130	0.7162
0.563	4.5222	814	0.7212	0.6505	0.7212	0.8493
0.563	4.5333	816	0.8024	0.6470	0.8024	0.8958
0.563	4.5444	818	0.6041	0.6558	0.6041	0.7772
0.563	4.5556	820	0.4648	0.6055	0.4648	0.6818
0.563	4.5667	822	0.4680	0.6301	0.4680	0.6841
0.563	4.5778	824	0.5876	0.6527	0.5876	0.7666
0.563	4.5889	826	0.6155	0.6649	0.6155	0.7846
0.563	4.6	828	0.4786	0.6501	0.4786	0.6918
0.563	4.6111	830	0.4461	0.6348	0.4461	0.6679
0.563	4.6222	832	0.4942	0.6465	0.4942	0.7030
0.563	4.6333	834	0.5099	0.6529	0.5099	0.7141
0.563	4.6444	836	0.4415	0.6440	0.4415	0.6645
0.563	4.6556	838	0.4540	0.6452	0.4540	0.6738
0.563	4.6667	840	0.5560	0.6704	0.5560	0.7457
0.563	4.6778	842	0.6624	0.6808	0.6624	0.8139
0.563	4.6889	844	0.6364	0.6621	0.6364	0.7977
0.563	4.7	846	0.5988	0.6629	0.5988	0.7738
0.563	4.7111	848	0.5387	0.6592	0.5387	0.7340
0.563	4.7222	850	0.5625	0.6639	0.5625	0.7500
0.563	4.7333	852	0.5190	0.6385	0.5190	0.7204
0.563	4.7444	854	0.5596	0.6400	0.5596	0.7481
0.563	4.7556	856	0.5076	0.6394	0.5076	0.7125
0.563	4.7667	858	0.5372	0.6362	0.5372	0.7329
0.563	4.7778	860	0.5101	0.6292	0.5101	0.7142
0.563	4.7889	862	0.4614	0.5954	0.4614	0.6793
0.563	4.8	864	0.5072	0.6254	0.5072	0.7122
0.563	4.8111	866	0.5854	0.6369	0.5854	0.7651
0.563	4.8222	868	0.5510	0.6292	0.5510	0.7423
0.563	4.8333	870	0.4887	0.6278	0.4887	0.6991
0.563	4.8444	872	0.4687	0.5996	0.4687	0.6846
0.563	4.8556	874	0.5243	0.6335	0.5243	0.7241
0.563	4.8667	876	0.5749	0.6395	0.5749	0.7582
0.563	4.8778	878	0.5069	0.6100	0.5069	0.7119
0.563	4.8889	880	0.5167	0.6184	0.5167	0.7188
0.563	4.9	882	0.6026	0.6344	0.6026	0.7763
0.563	4.9111	884	0.5897	0.6246	0.5897	0.7679
0.563	4.9222	886	0.6082	0.6158	0.6082	0.7799
0.563	4.9333	888	0.5668	0.6180	0.5668	0.7529
0.563	4.9444	890	0.6276	0.6287	0.6276	0.7922
0.563	4.9556	892	0.5968	0.6320	0.5968	0.7725
0.563	4.9667	894	0.4906	0.6311	0.4906	0.7005
0.563	4.9778	896	0.4492	0.6198	0.4492	0.6702
0.563	4.9889	898	0.4692	0.6428	0.4692	0.6850
0.563	5.0	900	0.6241	0.6682	0.6241	0.7900
0.563	5.0111	902	0.6847	0.6777	0.6847	0.8275
0.563	5.0222	904	0.5418	0.6584	0.5418	0.7361
0.563	5.0333	906	0.4402	0.5804	0.4402	0.6635
0.563	5.0444	908	0.4458	0.5759	0.4458	0.6677
0.563	5.0556	910	0.5286	0.6491	0.5286	0.7270
0.563	5.0667	912	0.7473	0.6612	0.7473	0.8645
0.563	5.0778	914	0.7319	0.6546	0.7319	0.8555
0.563	5.0889	916	0.5448	0.6393	0.5448	0.7381
0.563	5.1	918	0.4645	0.5602	0.4645	0.6816
0.563	5.1111	920	0.4672	0.5818	0.4672	0.6835
0.563	5.1222	922	0.5681	0.6540	0.5681	0.7537
0.563	5.1333	924	0.7038	0.6499	0.7038	0.8390
0.563	5.1444	926	0.6268	0.6428	0.6268	0.7917
0.563	5.1556	928	0.4999	0.6522	0.4999	0.7071
0.563	5.1667	930	0.5120	0.6481	0.5120	0.7156
0.563	5.1778	932	0.5633	0.6509	0.5633	0.7505
0.563	5.1889	934	0.5264	0.6525	0.5264	0.7256
0.563	5.2	936	0.5109	0.6574	0.5109	0.7147
0.563	5.2111	938	0.5597	0.6584	0.5597	0.7481
0.563	5.2222	940	0.6983	0.6630	0.6983	0.8357
0.563	5.2333	942	0.7190	0.6654	0.7190	0.8479
0.563	5.2444	944	0.5804	0.6639	0.5804	0.7618
0.563	5.2556	946	0.5838	0.6556	0.5838	0.7641
0.563	5.2667	948	0.7116	0.6526	0.7116	0.8435
0.563	5.2778	950	0.7532	0.6696	0.7532	0.8679
0.563	5.2889	952	0.5867	0.6496	0.5867	0.7660
0.563	5.3	954	0.5419	0.6492	0.5419	0.7361
0.563	5.3111	956	0.5228	0.6530	0.5228	0.7231
0.563	5.3222	958	0.5817	0.6488	0.5817	0.7627
0.563	5.3333	960	0.5716	0.6446	0.5716	0.7561
0.563	5.3444	962	0.4899	0.6321	0.4899	0.7000
0.563	5.3556	964	0.4875	0.6134	0.4875	0.6982
0.563	5.3667	966	0.5837	0.6327	0.5837	0.7640
0.563	5.3778	968	0.6735	0.6357	0.6735	0.8207
0.563	5.3889	970	0.6090	0.6332	0.6090	0.7804
0.563	5.4	972	0.5204	0.6352	0.5204	0.7214
0.563	5.4111	974	0.4679	0.6024	0.4679	0.6841
0.563	5.4222	976	0.4988	0.6159	0.4988	0.7063
0.563	5.4333	978	0.5507	0.6570	0.5507	0.7421
0.563	5.4444	980	0.5815	0.6518	0.5815	0.7626
0.563	5.4556	982	0.5136	0.6256	0.5136	0.7167
0.563	5.4667	984	0.4546	0.5874	0.4546	0.6743
0.563	5.4778	986	0.4745	0.6252	0.4745	0.6888
0.563	5.4889	988	0.5804	0.6521	0.5804	0.7618
0.563	5.5	990	0.7070	0.6494	0.7070	0.8408
0.563	5.5111	992	0.6348	0.6571	0.6348	0.7967
0.563	5.5222	994	0.5156	0.6403	0.5156	0.7181
0.563	5.5333	996	0.5330	0.6553	0.5330	0.7301
0.563	5.5444	998	0.6256	0.6594	0.6256	0.7910
0.171	5.5556	1000	0.7764	0.6538	0.7764	0.8811
0.171	5.5667	1002	0.7397	0.6414	0.7397	0.8601
0.171	5.5778	1004	0.5917	0.6539	0.5917	0.7692
0.171	5.5889	1006	0.5431	0.6284	0.5431	0.7370
0.171	5.6	1008	0.6267	0.6495	0.6267	0.7916
0.171	5.6111	1010	0.6363	0.6471	0.6363	0.7977
0.171	5.6222	1012	0.5403	0.6420	0.5403	0.7351
0.171	5.6333	1014	0.4738	0.6110	0.4738	0.6883

Framework versions

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