ASAP_FineTuningBERT_Aug_k5_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: 0.5615
• Qwk: 0.6768
• Mse: 0.5615
• Rmse: 0.7493

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	11.8282	0.0	11.8282	3.4392
No log	0.0374	4	9.4456	0.0	9.4456	3.0734
No log	0.0561	6	6.9935	-0.0002	6.9935	2.6445
No log	0.0748	8	5.3783	0.0	5.3783	2.3191
No log	0.0935	10	4.2730	0.0	4.2730	2.0671
No log	0.1121	12	3.2713	0.0113	3.2713	1.8087
No log	0.1308	14	2.4478	0.0	2.4478	1.5645
No log	0.1495	16	1.7946	0.0	1.7946	1.3396
No log	0.1682	18	1.3323	0.1664	1.3323	1.1543
No log	0.1869	20	1.0813	0.0422	1.0813	1.0398
No log	0.2056	22	0.8900	0.0107	0.8900	0.9434
No log	0.2243	24	0.8225	0.0	0.8225	0.9069
No log	0.2430	26	0.8375	0.0	0.8375	0.9151
No log	0.2617	28	0.9404	0.0	0.9404	0.9698
No log	0.2804	30	0.8506	0.0099	0.8506	0.9223
No log	0.2991	32	0.8038	0.0	0.8038	0.8966
No log	0.3178	34	0.8263	0.0	0.8263	0.9090
No log	0.3364	36	0.7980	0.0	0.7980	0.8933
No log	0.3551	38	0.7651	0.0	0.7651	0.8747
No log	0.3738	40	0.8168	0.3585	0.8168	0.9038
No log	0.3925	42	0.7956	0.0120	0.7956	0.8920
No log	0.4112	44	0.8541	0.0	0.8541	0.9242
No log	0.4299	46	0.7765	0.0	0.7765	0.8812
No log	0.4486	48	0.7650	0.0	0.7650	0.8747
No log	0.4673	50	0.7647	0.0	0.7647	0.8745
No log	0.4860	52	0.7859	0.0068	0.7859	0.8865
No log	0.5047	54	0.7406	0.0068	0.7406	0.8606
No log	0.5234	56	0.6866	0.0068	0.6866	0.8286
No log	0.5421	58	0.6743	0.0255	0.6743	0.8212
No log	0.5607	60	0.6636	0.0575	0.6636	0.8146
No log	0.5794	62	0.7563	0.1790	0.7563	0.8696
No log	0.5981	64	0.6120	0.1478	0.6120	0.7823
No log	0.6168	66	0.5702	0.3224	0.5702	0.7551
No log	0.6355	68	0.5272	0.4746	0.5272	0.7261
No log	0.6542	70	0.5080	0.4359	0.5080	0.7127
No log	0.6729	72	0.5930	0.3251	0.5930	0.7701
No log	0.6916	74	0.5396	0.3488	0.5396	0.7346
No log	0.7103	76	0.5478	0.4483	0.5478	0.7402
No log	0.7290	78	0.5984	0.4070	0.5984	0.7736
No log	0.7477	80	0.6091	0.3289	0.6091	0.7805
No log	0.7664	82	0.6723	0.3855	0.6723	0.8199
No log	0.7850	84	0.6171	0.4258	0.6171	0.7856
No log	0.8037	86	0.5413	0.4567	0.5413	0.7357
No log	0.8224	88	0.4990	0.4403	0.4990	0.7064
No log	0.8411	90	0.5166	0.5312	0.5166	0.7187
No log	0.8598	92	0.5014	0.5320	0.5014	0.7081
No log	0.8785	94	0.5110	0.3662	0.5110	0.7149
No log	0.8972	96	0.5113	0.3701	0.5113	0.7150
No log	0.9159	98	0.5044	0.5339	0.5044	0.7102
No log	0.9346	100	0.6252	0.5205	0.6252	0.7907
No log	0.9533	102	0.6186	0.3469	0.6186	0.7865
No log	0.9720	104	0.5491	0.5120	0.5491	0.7410
No log	0.9907	106	0.4532	0.5199	0.4532	0.6732
No log	1.0093	108	0.6157	0.3541	0.6157	0.7846
No log	1.0280	110	0.5994	0.3841	0.5994	0.7742
No log	1.0467	112	0.4688	0.4896	0.4688	0.6847
No log	1.0654	114	0.4748	0.5150	0.4748	0.6891
No log	1.0841	116	0.4681	0.5038	0.4681	0.6842
No log	1.1028	118	0.4701	0.5171	0.4701	0.6856
No log	1.1215	120	0.4750	0.5067	0.4750	0.6892
No log	1.1402	122	0.4992	0.5073	0.4992	0.7065
No log	1.1589	124	0.6159	0.5130	0.6159	0.7848
No log	1.1776	126	0.5906	0.5213	0.5906	0.7685
No log	1.1963	128	0.4837	0.5154	0.4837	0.6955
No log	1.2150	130	0.4581	0.5140	0.4581	0.6768
No log	1.2336	132	0.4546	0.5349	0.4546	0.6743
No log	1.2523	134	0.4904	0.5547	0.4904	0.7003
No log	1.2710	136	0.4322	0.5673	0.4322	0.6574
No log	1.2897	138	0.4199	0.4941	0.4199	0.6480
No log	1.3084	140	0.4273	0.5635	0.4273	0.6537
No log	1.3271	142	0.5680	0.5737	0.5680	0.7537
No log	1.3458	144	0.6503	0.5532	0.6503	0.8064
No log	1.3645	146	0.5092	0.5621	0.5092	0.7136
No log	1.3832	148	0.4435	0.5491	0.4435	0.6660
No log	1.4019	150	0.4246	0.5599	0.4246	0.6516
No log	1.4206	152	0.4222	0.5670	0.4222	0.6498
No log	1.4393	154	0.3999	0.5621	0.3999	0.6324
No log	1.4579	156	0.4006	0.5667	0.4006	0.6329
No log	1.4766	158	0.4815	0.5949	0.4815	0.6939
No log	1.4953	160	0.5115	0.5992	0.5115	0.7152
No log	1.5140	162	0.4448	0.5771	0.4448	0.6669
No log	1.5327	164	0.4060	0.5354	0.4060	0.6372
No log	1.5514	166	0.3954	0.5568	0.3954	0.6288
No log	1.5701	168	0.4976	0.6128	0.4976	0.7054
No log	1.5888	170	0.5744	0.6035	0.5744	0.7579
No log	1.6075	172	0.4905	0.6212	0.4905	0.7004
No log	1.6262	174	0.4012	0.5887	0.4012	0.6334
No log	1.6449	176	0.3918	0.5555	0.3918	0.6259
No log	1.6636	178	0.4818	0.6015	0.4818	0.6941
No log	1.6822	180	0.6624	0.5701	0.6624	0.8139
No log	1.7009	182	0.5784	0.5985	0.5784	0.7605
No log	1.7196	184	0.4582	0.5997	0.4582	0.6769
No log	1.7383	186	0.4274	0.5966	0.4274	0.6537
No log	1.7570	188	0.3929	0.5562	0.3929	0.6268
No log	1.7757	190	0.4036	0.5822	0.4036	0.6353
No log	1.7944	192	0.3847	0.5641	0.3847	0.6202
No log	1.8131	194	0.4141	0.5957	0.4141	0.6435
No log	1.8318	196	0.5904	0.5804	0.5904	0.7684
No log	1.8505	198	0.5375	0.5777	0.5375	0.7332
No log	1.8692	200	0.4652	0.5913	0.4652	0.6820
No log	1.8879	202	0.4110	0.4917	0.4110	0.6411
No log	1.9065	204	0.4156	0.5518	0.4156	0.6447
No log	1.9252	206	0.6167	0.5575	0.6167	0.7853
No log	1.9439	208	0.7701	0.5331	0.7701	0.8776
No log	1.9626	210	0.6919	0.5655	0.6919	0.8318
No log	1.9813	212	0.4336	0.5914	0.4336	0.6585
No log	2.0	214	0.3868	0.5428	0.3868	0.6219
No log	2.0187	216	0.3858	0.5666	0.3858	0.6211
No log	2.0374	218	0.4099	0.5906	0.4099	0.6402
No log	2.0561	220	0.5031	0.6073	0.5031	0.7093
No log	2.0748	222	0.4798	0.6174	0.4798	0.6927
No log	2.0935	224	0.3997	0.5774	0.3997	0.6322
No log	2.1121	226	0.3939	0.5480	0.3939	0.6276
No log	2.1308	228	0.3859	0.5618	0.3859	0.6212
No log	2.1495	230	0.4653	0.6133	0.4653	0.6821
No log	2.1682	232	0.5357	0.6148	0.5357	0.7319
No log	2.1869	234	0.4221	0.6073	0.4221	0.6497
No log	2.2056	236	0.4012	0.5856	0.4012	0.6334
No log	2.2243	238	0.5025	0.6136	0.5025	0.7089
No log	2.2430	240	0.6980	0.6003	0.6980	0.8355
No log	2.2617	242	0.7463	0.5915	0.7463	0.8639
No log	2.2804	244	0.6247	0.5871	0.6247	0.7904
No log	2.2991	246	0.5720	0.5993	0.5720	0.7563
No log	2.3178	248	0.6426	0.5950	0.6426	0.8016
No log	2.3364	250	0.6043	0.5906	0.6043	0.7774
No log	2.3551	252	0.4626	0.5826	0.4626	0.6801
No log	2.3738	254	0.4439	0.5638	0.4439	0.6662
No log	2.3925	256	0.6188	0.5950	0.6188	0.7866
No log	2.4112	258	0.6048	0.6029	0.6048	0.7777
No log	2.4299	260	0.4317	0.5694	0.4317	0.6570
No log	2.4486	262	0.4032	0.5456	0.4032	0.6350
No log	2.4673	264	0.4424	0.5796	0.4424	0.6651
No log	2.4860	266	0.6932	0.5762	0.6932	0.8326
No log	2.5047	268	0.8656	0.5370	0.8656	0.9304
No log	2.5234	270	0.7188	0.5651	0.7188	0.8478
No log	2.5421	272	0.4590	0.5743	0.4590	0.6775
No log	2.5607	274	0.4221	0.5727	0.4221	0.6497
No log	2.5794	276	0.4294	0.5746	0.4294	0.6553
No log	2.5981	278	0.4537	0.5769	0.4537	0.6736
No log	2.6168	280	0.4178	0.5846	0.4178	0.6464
No log	2.6355	282	0.3991	0.5342	0.3991	0.6318
No log	2.6542	284	0.4323	0.4982	0.4323	0.6575
No log	2.6729	286	0.3870	0.5578	0.3870	0.6221
No log	2.6916	288	0.5014	0.6112	0.5014	0.7081
No log	2.7103	290	0.6295	0.6026	0.6295	0.7934
No log	2.7290	292	0.6487	0.6019	0.6487	0.8054
No log	2.7477	294	0.5443	0.6068	0.5443	0.7377
No log	2.7664	296	0.4149	0.6083	0.4149	0.6441
No log	2.7850	298	0.4033	0.5413	0.4033	0.6350
No log	2.8037	300	0.3925	0.5506	0.3925	0.6265
No log	2.8224	302	0.4838	0.6444	0.4838	0.6956
No log	2.8411	304	0.7536	0.6593	0.7536	0.8681
No log	2.8598	306	0.7801	0.6086	0.7801	0.8832
No log	2.8785	308	0.5594	0.5966	0.5594	0.7479
No log	2.8972	310	0.4200	0.5178	0.4200	0.6481
No log	2.9159	312	0.3945	0.5285	0.3945	0.6281
No log	2.9346	314	0.3842	0.5345	0.3842	0.6199
No log	2.9533	316	0.3799	0.5662	0.3799	0.6164
No log	2.9720	318	0.3983	0.6046	0.3983	0.6311
No log	2.9907	320	0.3966	0.5960	0.3966	0.6297
No log	3.0093	322	0.3865	0.5834	0.3865	0.6217
No log	3.0280	324	0.4193	0.6198	0.4193	0.6475
No log	3.0467	326	0.6205	0.6929	0.6205	0.7877
No log	3.0654	328	0.7082	0.7049	0.7082	0.8416
No log	3.0841	330	0.4979	0.6912	0.4979	0.7056
No log	3.1028	332	0.4659	0.6671	0.4659	0.6825
No log	3.1215	334	0.5928	0.6865	0.5928	0.7699
No log	3.1402	336	0.6530	0.6947	0.6530	0.8081
No log	3.1589	338	0.4987	0.6793	0.4987	0.7062
No log	3.1776	340	0.4530	0.6431	0.4530	0.6731
No log	3.1963	342	0.4860	0.6297	0.4860	0.6971
No log	3.2150	344	0.5868	0.6663	0.5868	0.7661
No log	3.2336	346	0.6991	0.6900	0.6991	0.8361
No log	3.2523	348	0.5081	0.6940	0.5081	0.7128
No log	3.2710	350	0.4231	0.6303	0.4231	0.6505
No log	3.2897	352	0.4100	0.6289	0.4100	0.6403
No log	3.3084	354	0.4129	0.6492	0.4129	0.6426
No log	3.3271	356	0.3901	0.6285	0.3901	0.6246
No log	3.3458	358	0.3819	0.5992	0.3819	0.6180
No log	3.3645	360	0.4602	0.4929	0.4602	0.6784
No log	3.3832	362	0.3975	0.5673	0.3975	0.6305
No log	3.4019	364	0.4384	0.6640	0.4384	0.6621
No log	3.4206	366	0.5032	0.6977	0.5032	0.7094
No log	3.4393	368	0.4586	0.6674	0.4586	0.6772
No log	3.4579	370	0.4652	0.6663	0.4652	0.6820
No log	3.4766	372	0.5169	0.6796	0.5169	0.7189
No log	3.4953	374	0.6688	0.6703	0.6688	0.8178
No log	3.5140	376	0.5395	0.6711	0.5395	0.7345
No log	3.5327	378	0.4407	0.6217	0.4407	0.6638
No log	3.5514	380	0.4947	0.6769	0.4947	0.7034
No log	3.5701	382	0.7478	0.6968	0.7478	0.8648
No log	3.5888	384	0.7129	0.6997	0.7129	0.8444
No log	3.6075	386	0.4234	0.6113	0.4234	0.6507
No log	3.6262	388	0.3962	0.5280	0.3962	0.6294
No log	3.6449	390	0.3911	0.5337	0.3911	0.6253
No log	3.6636	392	0.3962	0.6009	0.3962	0.6294
No log	3.6822	394	0.3994	0.6002	0.3994	0.6319
No log	3.7009	396	0.4194	0.6146	0.4194	0.6476
No log	3.7196	398	0.5585	0.6833	0.5585	0.7473
No log	3.7383	400	0.5971	0.6876	0.5971	0.7727
No log	3.7570	402	0.5005	0.6404	0.5005	0.7075
No log	3.7757	404	0.5542	0.6423	0.5542	0.7444
No log	3.7944	406	0.6900	0.6630	0.6900	0.8307
No log	3.8131	408	0.7025	0.7027	0.7025	0.8381
No log	3.8318	410	0.6722	0.7035	0.6722	0.8199
No log	3.8505	412	0.4954	0.7007	0.4954	0.7038
No log	3.8692	414	0.4148	0.5837	0.4148	0.6441
No log	3.8879	416	0.4001	0.5671	0.4001	0.6326
No log	3.9065	418	0.3942	0.5689	0.3942	0.6279
No log	3.9252	420	0.3949	0.5710	0.3949	0.6284
No log	3.9439	422	0.4779	0.6355	0.4779	0.6913
No log	3.9626	424	0.5996	0.6855	0.5996	0.7743
No log	3.9813	426	0.4802	0.6261	0.4802	0.6930
No log	4.0	428	0.4583	0.6067	0.4583	0.6770
No log	4.0187	430	0.5142	0.6388	0.5142	0.7171
No log	4.0374	432	0.7043	0.7023	0.7043	0.8392
No log	4.0561	434	0.6648	0.6954	0.6648	0.8154
No log	4.0748	436	0.5047	0.6585	0.5047	0.7105
No log	4.0935	438	0.5087	0.6805	0.5087	0.7132
No log	4.1121	440	0.5302	0.6977	0.5302	0.7281
No log	4.1308	442	0.4651	0.6660	0.4651	0.6820
No log	4.1495	444	0.4828	0.6818	0.4828	0.6948
No log	4.1682	446	0.4300	0.6221	0.4300	0.6557
No log	4.1869	448	0.4131	0.5618	0.4131	0.6427
No log	4.2056	450	0.4277	0.6237	0.4277	0.6540
No log	4.2243	452	0.4659	0.6218	0.4659	0.6825
No log	4.2430	454	0.4467	0.6175	0.4467	0.6684
No log	4.2617	456	0.4970	0.6411	0.4970	0.7050
No log	4.2804	458	0.5869	0.7160	0.5869	0.7661
No log	4.2991	460	0.6626	0.6976	0.6626	0.8140
No log	4.3178	462	0.6230	0.7055	0.6230	0.7893
No log	4.3364	464	0.4883	0.6534	0.4883	0.6988
No log	4.3551	466	0.4495	0.6291	0.4495	0.6704
No log	4.3738	468	0.4269	0.6077	0.4269	0.6534
No log	4.3925	470	0.5558	0.7130	0.5558	0.7455
No log	4.4112	472	0.6687	0.7026	0.6687	0.8177
No log	4.4299	474	0.5277	0.7158	0.5277	0.7264
No log	4.4486	476	0.4089	0.6049	0.4089	0.6395
No log	4.4673	478	0.4097	0.6136	0.4097	0.6401
No log	4.4860	480	0.5236	0.7139	0.5236	0.7236
No log	4.5047	482	0.5610	0.7205	0.5610	0.7490
No log	4.5234	484	0.4215	0.6375	0.4215	0.6493
No log	4.5421	486	0.4090	0.5428	0.4090	0.6396
No log	4.5607	488	0.4040	0.5511	0.4040	0.6356
No log	4.5794	490	0.4498	0.6651	0.4498	0.6707
No log	4.5981	492	0.7271	0.7002	0.7271	0.8527
No log	4.6168	494	0.7318	0.6926	0.7318	0.8554
No log	4.6355	496	0.5008	0.6780	0.5008	0.7077
No log	4.6542	498	0.4091	0.5723	0.4091	0.6396
0.5316	4.6729	500	0.4127	0.5834	0.4127	0.6424
0.5316	4.6916	502	0.5203	0.6901	0.5203	0.7213
0.5316	4.7103	504	0.5924	0.7037	0.5924	0.7697
0.5316	4.7290	506	0.4753	0.6824	0.4753	0.6894
0.5316	4.7477	508	0.4071	0.5981	0.4071	0.6381
0.5316	4.7664	510	0.4298	0.6318	0.4298	0.6556
0.5316	4.7850	512	0.6057	0.7067	0.6057	0.7783
0.5316	4.8037	514	0.6563	0.7150	0.6563	0.8101
0.5316	4.8224	516	0.5594	0.7003	0.5594	0.7480
0.5316	4.8411	518	0.4846	0.6876	0.4846	0.6961
0.5316	4.8598	520	0.4701	0.6665	0.4701	0.6856
0.5316	4.8785	522	0.5456	0.7071	0.5456	0.7386
0.5316	4.8972	524	0.6385	0.7149	0.6385	0.7991
0.5316	4.9159	526	0.5622	0.7077	0.5622	0.7498
0.5316	4.9346	528	0.4429	0.6457	0.4429	0.6655
0.5316	4.9533	530	0.4629	0.6600	0.4629	0.6804
0.5316	4.9720	532	0.5119	0.7073	0.5119	0.7154
0.5316	4.9907	534	0.4723	0.6642	0.4723	0.6872
0.5316	5.0093	536	0.4909	0.6908	0.4909	0.7007
0.5316	5.0280	538	0.5399	0.6994	0.5399	0.7348
0.5316	5.0467	540	0.6162	0.7094	0.6162	0.7850
0.5316	5.0654	542	0.5765	0.7158	0.5765	0.7593
0.5316	5.0841	544	0.5446	0.7047	0.5446	0.7380
0.5316	5.1028	546	0.4575	0.6554	0.4575	0.6764
0.5316	5.1215	548	0.4749	0.6575	0.4749	0.6892
0.5316	5.1402	550	0.5240	0.6913	0.5240	0.7239
0.5316	5.1589	552	0.6977	0.6910	0.6977	0.8353
0.5316	5.1776	554	0.6397	0.6923	0.6397	0.7998
0.5316	5.1963	556	0.4430	0.6131	0.4430	0.6656
0.5316	5.2150	558	0.4221	0.5456	0.4221	0.6497
0.5316	5.2336	560	0.4398	0.5996	0.4398	0.6632
0.5316	5.2523	562	0.6185	0.6933	0.6185	0.7864
0.5316	5.2710	564	0.6709	0.7066	0.6709	0.8191
0.5316	5.2897	566	0.5045	0.6715	0.5045	0.7103
0.5316	5.3084	568	0.4230	0.6029	0.4230	0.6504
0.5316	5.3271	570	0.4542	0.6298	0.4542	0.6740
0.5316	5.3458	572	0.5521	0.6968	0.5521	0.7430
0.5316	5.3645	574	0.5495	0.6913	0.5495	0.7413
0.5316	5.3832	576	0.5656	0.6955	0.5656	0.7520
0.5316	5.4019	578	0.5671	0.7015	0.5671	0.7531
0.5316	5.4206	580	0.6673	0.7178	0.6673	0.8169
0.5316	5.4393	582	0.5750	0.7001	0.5750	0.7583
0.5316	5.4579	584	0.5240	0.6672	0.5240	0.7239
0.5316	5.4766	586	0.5630	0.6882	0.5630	0.7503
0.5316	5.4953	588	0.6095	0.6869	0.6095	0.7807
0.5316	5.5140	590	0.6063	0.6871	0.6063	0.7787
0.5316	5.5327	592	0.5304	0.6594	0.5304	0.7283
0.5316	5.5514	594	0.4835	0.6115	0.4835	0.6953
0.5316	5.5701	596	0.5825	0.6852	0.5825	0.7632
0.5316	5.5888	598	0.6252	0.7005	0.6252	0.7907
0.5316	5.6075	600	0.5187	0.6680	0.5187	0.7202
0.5316	5.6262	602	0.4715	0.6254	0.4715	0.6866
0.5316	5.6449	604	0.4764	0.6405	0.4764	0.6902
0.5316	5.6636	606	0.6056	0.7117	0.6056	0.7782
0.5316	5.6822	608	0.6509	0.7056	0.6509	0.8068
0.5316	5.7009	610	0.5918	0.7113	0.5918	0.7693
0.5316	5.7196	612	0.4843	0.6692	0.4843	0.6959
0.5316	5.7383	614	0.4883	0.6720	0.4883	0.6988
0.5316	5.7570	616	0.5444	0.6973	0.5444	0.7378
0.5316	5.7757	618	0.5505	0.7044	0.5505	0.7419
0.5316	5.7944	620	0.4915	0.6739	0.4915	0.7011
0.5316	5.8131	622	0.4582	0.6373	0.4582	0.6769
0.5316	5.8318	624	0.4768	0.6649	0.4768	0.6905
0.5316	5.8505	626	0.6611	0.7028	0.6611	0.8131
0.5316	5.8692	628	0.7303	0.6964	0.7303	0.8546
0.5316	5.8879	630	0.5647	0.6906	0.5647	0.7515
0.5316	5.9065	632	0.4980	0.6684	0.4980	0.7057
0.5316	5.9252	634	0.5363	0.6907	0.5363	0.7323
0.5316	5.9439	636	0.6472	0.7001	0.6472	0.8045
0.5316	5.9626	638	0.7636	0.6939	0.7636	0.8738
0.5316	5.9813	640	0.7484	0.7007	0.7484	0.8651
0.5316	6.0	642	0.5880	0.7004	0.5880	0.7668
0.5316	6.0187	644	0.4689	0.6275	0.4689	0.6848
0.5316	6.0374	646	0.4607	0.6181	0.4607	0.6788
0.5316	6.0561	648	0.5677	0.6943	0.5677	0.7535
0.5316	6.0748	650	0.7263	0.6973	0.7263	0.8522
0.5316	6.0935	652	0.6477	0.6956	0.6477	0.8048
0.5316	6.1121	654	0.5297	0.6691	0.5297	0.7278
0.5316	6.1308	656	0.5139	0.6569	0.5139	0.7169
0.5316	6.1495	658	0.6268	0.6902	0.6268	0.7917
0.5316	6.1682	660	0.6343	0.6883	0.6343	0.7964
0.5316	6.1869	662	0.5053	0.6284	0.5053	0.7108
0.5316	6.2056	664	0.4878	0.6251	0.4878	0.6985
0.5316	6.2243	666	0.5540	0.6580	0.5540	0.7443
0.5316	6.2430	668	0.6927	0.6890	0.6927	0.8323
0.5316	6.2617	670	0.7222	0.6903	0.7222	0.8498
0.5316	6.2804	672	0.5504	0.6681	0.5504	0.7419
0.5316	6.2991	674	0.4987	0.6431	0.4987	0.7062
0.5316	6.3178	676	0.5321	0.6602	0.5321	0.7295
0.5316	6.3364	678	0.5474	0.6591	0.5474	0.7399
0.5316	6.3551	680	0.5298	0.6502	0.5298	0.7279
0.5316	6.3738	682	0.5394	0.6521	0.5394	0.7345
0.5316	6.3925	684	0.5734	0.6675	0.5734	0.7572
0.5316	6.4112	686	0.6805	0.6870	0.6805	0.8249
0.5316	6.4299	688	0.5795	0.6702	0.5795	0.7612
0.5316	6.4486	690	0.5605	0.6640	0.5605	0.7486
0.5316	6.4673	692	0.5266	0.6387	0.5266	0.7257
0.5316	6.4860	694	0.5751	0.6710	0.5751	0.7584
0.5316	6.5047	696	0.5937	0.6882	0.5937	0.7705
0.5316	6.5234	698	0.5884	0.6870	0.5884	0.7670
0.5316	6.5421	700	0.5023	0.6286	0.5023	0.7087
0.5316	6.5607	702	0.4738	0.5971	0.4738	0.6883
0.5316	6.5794	704	0.5180	0.6419	0.5180	0.7197
0.5316	6.5981	706	0.6217	0.7048	0.6217	0.7885
0.5316	6.6168	708	0.5907	0.6973	0.5907	0.7686
0.5316	6.6355	710	0.5687	0.6955	0.5687	0.7541
0.5316	6.6542	712	0.6327	0.6940	0.6327	0.7954
0.5316	6.6729	714	0.6855	0.6877	0.6855	0.8280
0.5316	6.6916	716	0.6280	0.7036	0.6280	0.7925
0.5316	6.7103	718	0.5043	0.6300	0.5043	0.7101
0.5316	6.7290	720	0.4958	0.6221	0.4958	0.7041
0.5316	6.7477	722	0.6012	0.7092	0.6012	0.7754
0.5316	6.7664	724	0.7502	0.6871	0.7502	0.8662
0.5316	6.7850	726	0.6799	0.6958	0.6799	0.8246
0.5316	6.8037	728	0.4959	0.6479	0.4959	0.7042
0.5316	6.8224	730	0.4405	0.5751	0.4405	0.6637
0.5316	6.8411	732	0.4477	0.5866	0.4477	0.6691
0.5316	6.8598	734	0.5449	0.6832	0.5449	0.7382
0.5316	6.8785	736	0.6093	0.7130	0.6093	0.7805
0.5316	6.8972	738	0.5420	0.6856	0.5420	0.7362
0.5316	6.9159	740	0.4607	0.6041	0.4607	0.6787
0.5316	6.9346	742	0.4563	0.5874	0.4563	0.6755
0.5316	6.9533	744	0.5143	0.6732	0.5143	0.7171
0.5316	6.9720	746	0.5908	0.7093	0.5908	0.7687
0.5316	6.9907	748	0.5481	0.7021	0.5481	0.7404
0.5316	7.0093	750	0.4877	0.6381	0.4877	0.6984
0.5316	7.0280	752	0.4968	0.6544	0.4968	0.7048
0.5316	7.0467	754	0.5699	0.6966	0.5699	0.7549
0.5316	7.0654	756	0.6870	0.7123	0.6870	0.8288
0.5316	7.0841	758	0.6323	0.7061	0.6323	0.7952
0.5316	7.1028	760	0.4990	0.6245	0.4990	0.7064
0.5316	7.1215	762	0.4717	0.5920	0.4717	0.6868
0.5316	7.1402	764	0.5091	0.6518	0.5091	0.7135
0.5316	7.1589	766	0.5631	0.6917	0.5631	0.7504
0.5316	7.1776	768	0.6180	0.7111	0.6180	0.7861
0.5316	7.1963	770	0.5466	0.6760	0.5466	0.7393
0.5316	7.2150	772	0.5239	0.6422	0.5239	0.7238
0.5316	7.2336	774	0.6146	0.6998	0.6146	0.7840
0.5316	7.2523	776	0.6608	0.7047	0.6608	0.8129
0.5316	7.2710	778	0.5815	0.6880	0.5815	0.7626
0.5316	7.2897	780	0.5818	0.6966	0.5818	0.7628
0.5316	7.3084	782	0.7087	0.7037	0.7087	0.8419
0.5316	7.3271	784	0.7176	0.7024	0.7176	0.8471
0.5316	7.3458	786	0.6344	0.7076	0.6344	0.7965
0.5316	7.3645	788	0.6432	0.7144	0.6432	0.8020
0.5316	7.3832	790	0.5922	0.7027	0.5922	0.7696
0.5316	7.4019	792	0.5171	0.6650	0.5171	0.7191
0.5316	7.4206	794	0.5403	0.6791	0.5403	0.7351
0.5316	7.4393	796	0.6197	0.7080	0.6197	0.7872
0.5316	7.4579	798	0.5789	0.6957	0.5789	0.7609
0.5316	7.4766	800	0.4977	0.6440	0.4977	0.7055
0.5316	7.4953	802	0.5129	0.6520	0.5129	0.7162
0.5316	7.5140	804	0.6368	0.7057	0.6368	0.7980
0.5316	7.5327	806	0.7137	0.6948	0.7137	0.8448
0.5316	7.5514	808	0.6228	0.6944	0.6228	0.7892
0.5316	7.5701	810	0.4844	0.6189	0.4844	0.6960
0.5316	7.5888	812	0.4571	0.5807	0.4571	0.6761
0.5316	7.6075	814	0.4673	0.5916	0.4673	0.6836
0.5316	7.6262	816	0.5483	0.6694	0.5483	0.7404
0.5316	7.6449	818	0.7301	0.6775	0.7301	0.8545
0.5316	7.6636	820	0.7522	0.6921	0.7522	0.8673
0.5316	7.6822	822	0.6251	0.7006	0.6251	0.7906
0.5316	7.7009	824	0.4771	0.6181	0.4771	0.6907
0.5316	7.7196	826	0.4510	0.5645	0.4510	0.6715
0.5316	7.7383	828	0.4507	0.5850	0.4507	0.6714
0.5316	7.7570	830	0.4919	0.6440	0.4919	0.7013
0.5316	7.7757	832	0.6126	0.7071	0.6126	0.7827
0.5316	7.7944	834	0.6352	0.7089	0.6352	0.7970
0.5316	7.8131	836	0.5513	0.6887	0.5513	0.7425
0.5316	7.8318	838	0.4945	0.6309	0.4945	0.7032
0.5316	7.8505	840	0.5115	0.6418	0.5115	0.7152
0.5316	7.8692	842	0.5847	0.6838	0.5847	0.7646
0.5316	7.8879	844	0.7153	0.7045	0.7153	0.8458
0.5316	7.9065	846	0.7274	0.7019	0.7274	0.8529
0.5316	7.9252	848	0.6176	0.6893	0.6176	0.7859
0.5316	7.9439	850	0.5218	0.6284	0.5218	0.7224
0.5316	7.9626	852	0.5189	0.6252	0.5189	0.7204
0.5316	7.9813	854	0.5894	0.6740	0.5894	0.7677
0.5316	8.0	856	0.6887	0.6893	0.6887	0.8299
0.5316	8.0187	858	0.6827	0.6935	0.6827	0.8263
0.5316	8.0374	860	0.6291	0.6837	0.6291	0.7931
0.5316	8.0561	862	0.5574	0.6522	0.5574	0.7466
0.5316	8.0748	864	0.5502	0.6480	0.5502	0.7418
0.5316	8.0935	866	0.5922	0.6823	0.5922	0.7695
0.5316	8.1121	868	0.6314	0.6924	0.6314	0.7946
0.5316	8.1308	870	0.5905	0.6813	0.5905	0.7684
0.5316	8.1495	872	0.5131	0.6382	0.5131	0.7163
0.5316	8.1682	874	0.4886	0.6038	0.4886	0.6990
0.5316	8.1869	876	0.5124	0.6398	0.5124	0.7158
0.5316	8.2056	878	0.5837	0.6842	0.5837	0.7640
0.5316	8.2243	880	0.6645	0.6960	0.6645	0.8152
0.5316	8.2430	882	0.6773	0.6943	0.6773	0.8230
0.5316	8.2617	884	0.6535	0.6914	0.6535	0.8084
0.5316	8.2804	886	0.6279	0.6941	0.6279	0.7924
0.5316	8.2991	888	0.5607	0.6720	0.5607	0.7488
0.5316	8.3178	890	0.5433	0.6683	0.5433	0.7371
0.5316	8.3364	892	0.5897	0.6856	0.5897	0.7679
0.5316	8.3551	894	0.6784	0.7046	0.6784	0.8237
0.5316	8.3738	896	0.7183	0.7033	0.7183	0.8475
0.5316	8.3925	898	0.7041	0.7037	0.7041	0.8391
0.5316	8.4112	900	0.6389	0.6899	0.6389	0.7993
0.5316	8.4299	902	0.5549	0.6771	0.5549	0.7449
0.5316	8.4486	904	0.5263	0.6533	0.5263	0.7255
0.5316	8.4673	906	0.5234	0.6560	0.5234	0.7235
0.5316	8.4860	908	0.5253	0.6660	0.5253	0.7248
0.5316	8.5047	910	0.5084	0.6499	0.5084	0.7130
0.5316	8.5234	912	0.5052	0.6428	0.5052	0.7108
0.5316	8.5421	914	0.5377	0.6684	0.5377	0.7333
0.5316	8.5607	916	0.5741	0.6940	0.5741	0.7577
0.5316	8.5794	918	0.5507	0.6692	0.5507	0.7421
0.5316	8.5981	920	0.5250	0.6576	0.5250	0.7246
0.5316	8.6168	922	0.5392	0.6619	0.5392	0.7343
0.5316	8.6355	924	0.5703	0.6851	0.5703	0.7552
0.5316	8.6542	926	0.5862	0.6972	0.5862	0.7657
0.5316	8.6729	928	0.6137	0.6931	0.6137	0.7834
0.5316	8.6916	930	0.5877	0.6899	0.5877	0.7666
0.5316	8.7103	932	0.5524	0.6634	0.5524	0.7432
0.5316	8.7290	934	0.5509	0.6632	0.5509	0.7422
0.5316	8.7477	936	0.5784	0.6885	0.5784	0.7605
0.5316	8.7664	938	0.6493	0.6971	0.6493	0.8058
0.5316	8.7850	940	0.6858	0.7018	0.6858	0.8281
0.5316	8.8037	942	0.6454	0.7003	0.6454	0.8034
0.5316	8.8224	944	0.5753	0.6845	0.5753	0.7585
0.5316	8.8411	946	0.5274	0.6450	0.5274	0.7262
0.5316	8.8598	948	0.5250	0.6347	0.5250	0.7245
0.5316	8.8785	950	0.5547	0.6582	0.5547	0.7448
0.5316	8.8972	952	0.6114	0.6831	0.6114	0.7819
0.5316	8.9159	954	0.6659	0.7025	0.6659	0.8160
0.5316	8.9346	956	0.6860	0.7039	0.6860	0.8283
0.5316	8.9533	958	0.6468	0.6927	0.6468	0.8042
0.5316	8.9720	960	0.5718	0.6839	0.5718	0.7562
0.5316	8.9907	962	0.5151	0.6369	0.5151	0.7177
0.5316	9.0093	964	0.5068	0.6275	0.5068	0.7119
0.5316	9.0280	966	0.5313	0.6394	0.5313	0.7289
0.5316	9.0467	968	0.5928	0.6775	0.5928	0.7700
0.5316	9.0654	970	0.6464	0.6931	0.6464	0.8040
0.5316	9.0841	972	0.6707	0.6918	0.6707	0.8190
0.5316	9.1028	974	0.6483	0.6962	0.6483	0.8052
0.5316	9.1215	976	0.6066	0.6895	0.6066	0.7788
0.5316	9.1402	978	0.5566	0.6778	0.5566	0.7461
0.5316	9.1589	980	0.5386	0.6726	0.5386	0.7339
0.5316	9.1776	982	0.5393	0.6778	0.5393	0.7344
0.5316	9.1963	984	0.5549	0.6789	0.5549	0.7449
0.5316	9.2150	986	0.5683	0.6912	0.5683	0.7539
0.5316	9.2336	988	0.5900	0.6917	0.5900	0.7681
0.5316	9.2523	990	0.5902	0.6941	0.5902	0.7682
0.5316	9.2710	992	0.5662	0.6813	0.5662	0.7525
0.5316	9.2897	994	0.5591	0.6719	0.5591	0.7478
0.5316	9.3084	996	0.5678	0.6816	0.5678	0.7535
0.5316	9.3271	998	0.5845	0.6856	0.5845	0.7645
0.1361	9.3458	1000	0.5850	0.6876	0.5850	0.7648
0.1361	9.3645	1002	0.5728	0.6771	0.5728	0.7569
0.1361	9.3832	1004	0.5544	0.6742	0.5544	0.7446
0.1361	9.4019	1006	0.5442	0.6650	0.5442	0.7377
0.1361	9.4206	1008	0.5498	0.6729	0.5498	0.7415
0.1361	9.4393	1010	0.5615	0.6768	0.5615	0.7493

Framework versions

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