ASAP_FineTuningBERT_Aug_k35_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: 0.5034
• Qwk: 0.5646
• Mse: 0.5034
• Rmse: 0.7095

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	0.0037	2	11.1322	0.0	11.1322	3.3365
No log	0.0074	4	8.9479	0.0178	8.9479	2.9913
No log	0.0110	6	7.2247	0.0089	7.2247	2.6879
No log	0.0147	8	5.6947	0.0	5.6947	2.3864
No log	0.0184	10	4.2869	0.0129	4.2869	2.0705
No log	0.0221	12	3.2491	0.0147	3.2491	1.8025
No log	0.0258	14	2.4153	0.0	2.4153	1.5541
No log	0.0295	16	1.6121	0.0080	1.6121	1.2697
No log	0.0331	18	1.2028	0.0811	1.2028	1.0967
No log	0.0368	20	0.9696	0.0365	0.9696	0.9847
No log	0.0405	22	0.8718	0.0102	0.8718	0.9337
No log	0.0442	24	0.8839	0.0	0.8839	0.9401
No log	0.0479	26	1.0155	0.0	1.0155	1.0077
No log	0.0516	28	0.9472	0.0	0.9472	0.9733
No log	0.0552	30	0.9310	0.0	0.9310	0.9649
No log	0.0589	32	0.8712	0.0009	0.8712	0.9334
No log	0.0626	34	0.8487	0.0	0.8487	0.9212
No log	0.0663	36	0.8763	0.0	0.8763	0.9361
No log	0.0700	38	0.9159	0.0	0.9159	0.9570
No log	0.0737	40	0.8438	0.0	0.8438	0.9186
No log	0.0773	42	0.8272	0.0	0.8272	0.9095
No log	0.0810	44	0.8218	0.0046	0.8218	0.9066
No log	0.0847	46	0.9053	0.0	0.9053	0.9515
No log	0.0884	48	0.9309	0.0256	0.9309	0.9648
No log	0.0921	50	0.8055	0.0166	0.8055	0.8975
No log	0.0958	52	0.7585	0.0266	0.7585	0.8709
No log	0.0994	54	0.7388	0.0256	0.7388	0.8595
No log	0.1031	56	0.7326	0.0256	0.7326	0.8559
No log	0.1068	58	0.7311	0.0347	0.7311	0.8550
No log	0.1105	60	0.7371	0.0166	0.7371	0.8586
No log	0.1142	62	0.7524	0.0166	0.7524	0.8674
No log	0.1179	64	0.7626	0.0065	0.7626	0.8733
No log	0.1215	66	0.8105	0.0065	0.8105	0.9003
No log	0.1252	68	0.8981	0.0681	0.8981	0.9477
No log	0.1289	70	0.8987	0.0893	0.8987	0.9480
No log	0.1326	72	0.7894	0.0835	0.7894	0.8885
No log	0.1363	74	0.7037	0.0524	0.7037	0.8389
No log	0.1400	76	0.7179	0.0881	0.7179	0.8473
No log	0.1436	78	0.7790	0.1512	0.7790	0.8826
No log	0.1473	80	0.8944	0.1976	0.8944	0.9458
No log	0.1510	82	0.7104	0.1549	0.7104	0.8429
No log	0.1547	84	0.6126	0.3040	0.6126	0.7827
No log	0.1584	86	0.6177	0.3048	0.6177	0.7860
No log	0.1621	88	0.7665	0.1862	0.7665	0.8755
No log	0.1657	90	0.8434	0.1987	0.8434	0.9183
No log	0.1694	92	0.7562	0.1789	0.7562	0.8696
No log	0.1731	94	0.7912	0.1986	0.7912	0.8895
No log	0.1768	96	0.9786	0.1951	0.9786	0.9892
No log	0.1805	98	0.8793	0.2093	0.8793	0.9377
No log	0.1842	100	0.6371	0.2199	0.6371	0.7982
No log	0.1878	102	0.6978	0.1142	0.6978	0.8354
No log	0.1915	104	0.8161	0.0229	0.8161	0.9034
No log	0.1952	106	1.1411	0.0166	1.1411	1.0682
No log	0.1989	108	1.1772	0.0229	1.1772	1.0850
No log	0.2026	110	0.9426	0.0229	0.9426	0.9709
No log	0.2063	112	0.7716	0.0329	0.7716	0.8784
No log	0.2099	114	0.7114	0.0553	0.7114	0.8434
No log	0.2136	116	0.6750	0.1197	0.6750	0.8216
No log	0.2173	118	0.6671	0.1998	0.6671	0.8168
No log	0.2210	120	0.6705	0.3273	0.6705	0.8188
No log	0.2247	122	0.6507	0.2151	0.6507	0.8067
No log	0.2284	124	0.6991	0.0897	0.6991	0.8361
No log	0.2320	126	0.6702	0.0958	0.6702	0.8187
No log	0.2357	128	0.6427	0.2920	0.6427	0.8017
No log	0.2394	130	0.6403	0.3342	0.6403	0.8002
No log	0.2431	132	0.6311	0.3310	0.6311	0.7944
No log	0.2468	134	0.6246	0.3595	0.6246	0.7903
No log	0.2505	136	0.6393	0.4150	0.6393	0.7996
No log	0.2541	138	0.7557	0.2941	0.7557	0.8693
No log	0.2578	140	1.1392	0.0604	1.1392	1.0673
No log	0.2615	142	1.0940	0.0868	1.0940	1.0460
No log	0.2652	144	0.7448	0.3387	0.7448	0.8630
No log	0.2689	146	0.6381	0.3872	0.6381	0.7988
No log	0.2726	148	0.6369	0.2998	0.6369	0.7981
No log	0.2762	150	0.6548	0.4105	0.6548	0.8092
No log	0.2799	152	0.6766	0.4005	0.6766	0.8225
No log	0.2836	154	0.7213	0.4245	0.7213	0.8493
No log	0.2873	156	0.6716	0.4126	0.6716	0.8195
No log	0.2910	158	0.6277	0.4028	0.6277	0.7923
No log	0.2947	160	0.6266	0.4271	0.6266	0.7916
No log	0.2983	162	0.7021	0.3983	0.7021	0.8379
No log	0.3020	164	0.7667	0.4279	0.7667	0.8756
No log	0.3057	166	0.6567	0.4362	0.6567	0.8104
No log	0.3094	168	0.6144	0.4421	0.6144	0.7838
No log	0.3131	170	0.5865	0.3782	0.5865	0.7658
No log	0.3168	172	0.6049	0.4430	0.6049	0.7777
No log	0.3204	174	0.6049	0.4432	0.6049	0.7777
No log	0.3241	176	0.6212	0.4531	0.6212	0.7882
No log	0.3278	178	0.5902	0.4548	0.5902	0.7682
No log	0.3315	180	0.5834	0.4259	0.5834	0.7638
No log	0.3352	182	0.5880	0.4212	0.5880	0.7668
No log	0.3389	184	0.6226	0.4633	0.6226	0.7890
No log	0.3425	186	0.6378	0.4677	0.6378	0.7986
No log	0.3462	188	0.6281	0.4616	0.6281	0.7926
No log	0.3499	190	0.6020	0.4579	0.6020	0.7759
No log	0.3536	192	0.6518	0.4480	0.6518	0.8073
No log	0.3573	194	0.6325	0.4683	0.6325	0.7953
No log	0.3610	196	0.5965	0.4702	0.5965	0.7724
No log	0.3646	198	0.5897	0.4740	0.5897	0.7679
No log	0.3683	200	0.6180	0.4792	0.6180	0.7861
No log	0.3720	202	0.6056	0.4534	0.6056	0.7782
No log	0.3757	204	0.6584	0.4428	0.6584	0.8114
No log	0.3794	206	0.7507	0.4137	0.7507	0.8664
No log	0.3831	208	0.6966	0.3934	0.6966	0.8346
No log	0.3867	210	0.7115	0.3604	0.7115	0.8435
No log	0.3904	212	0.8425	0.3250	0.8425	0.9179
No log	0.3941	214	0.8910	0.2734	0.8910	0.9439
No log	0.3978	216	0.8472	0.2741	0.8472	0.9205
No log	0.4015	218	0.7393	0.3572	0.7393	0.8598
No log	0.4052	220	0.7503	0.3509	0.7503	0.8662
No log	0.4088	222	0.9406	0.3160	0.9406	0.9698
No log	0.4125	224	0.9839	0.3175	0.9839	0.9919
No log	0.4162	226	0.7840	0.3694	0.7840	0.8854
No log	0.4199	228	0.6885	0.3954	0.6885	0.8298
No log	0.4236	230	0.6304	0.4213	0.6304	0.7940
No log	0.4273	232	0.6505	0.4333	0.6505	0.8065
No log	0.4309	234	0.8031	0.3802	0.8031	0.8962
No log	0.4346	236	0.8372	0.3687	0.8372	0.9150
No log	0.4383	238	0.7149	0.4139	0.7149	0.8455
No log	0.4420	240	0.6698	0.4340	0.6698	0.8184
No log	0.4457	242	0.7317	0.4481	0.7317	0.8554
No log	0.4494	244	0.7552	0.4539	0.7552	0.8690
No log	0.4530	246	0.6088	0.4834	0.6088	0.7802
No log	0.4567	248	0.5954	0.4384	0.5954	0.7716
No log	0.4604	250	0.6100	0.4296	0.6100	0.7810
No log	0.4641	252	0.6358	0.4574	0.6358	0.7974
No log	0.4678	254	0.6576	0.4686	0.6576	0.8109
No log	0.4715	256	0.7181	0.4748	0.7181	0.8474
No log	0.4751	258	0.8370	0.4520	0.8370	0.9149
No log	0.4788	260	0.7255	0.4786	0.7255	0.8517
No log	0.4825	262	0.6962	0.4710	0.6962	0.8344
No log	0.4862	264	0.7877	0.4716	0.7877	0.8876
No log	0.4899	266	1.0303	0.4288	1.0303	1.0150
No log	0.4936	268	1.0156	0.4286	1.0156	1.0078
No log	0.4972	270	0.7679	0.4485	0.7679	0.8763
No log	0.5009	272	0.5904	0.4749	0.5904	0.7684
No log	0.5046	274	0.5656	0.4686	0.5656	0.7521
No log	0.5083	276	0.6252	0.4839	0.6252	0.7907
No log	0.5120	278	0.7145	0.4735	0.7145	0.8453
No log	0.5157	280	0.6904	0.4911	0.6904	0.8309
No log	0.5193	282	0.5421	0.5028	0.5421	0.7363
No log	0.5230	284	0.5142	0.4474	0.5142	0.7171
No log	0.5267	286	0.5093	0.4692	0.5093	0.7136
No log	0.5304	288	0.5071	0.4375	0.5071	0.7121
No log	0.5341	290	0.5125	0.5087	0.5125	0.7159
No log	0.5378	292	0.5583	0.5560	0.5583	0.7472
No log	0.5414	294	0.5413	0.5398	0.5413	0.7358
No log	0.5451	296	0.5062	0.4798	0.5062	0.7115
No log	0.5488	298	0.5244	0.5118	0.5244	0.7241
No log	0.5525	300	0.5918	0.5318	0.5918	0.7693
No log	0.5562	302	0.7361	0.5116	0.7361	0.8580
No log	0.5599	304	0.7178	0.5116	0.7178	0.8472
No log	0.5635	306	0.5849	0.5153	0.5849	0.7648
No log	0.5672	308	0.5037	0.4737	0.5037	0.7098
No log	0.5709	310	0.4931	0.4750	0.4931	0.7022
No log	0.5746	312	0.5769	0.5671	0.5769	0.7596
No log	0.5783	314	0.6639	0.5851	0.6639	0.8148
No log	0.5820	316	0.5348	0.5785	0.5348	0.7313
No log	0.5856	318	0.4702	0.4819	0.4702	0.6857
No log	0.5893	320	0.4697	0.4963	0.4697	0.6853
No log	0.5930	322	0.4915	0.5505	0.4915	0.7011
No log	0.5967	324	0.4743	0.4899	0.4743	0.6887
No log	0.6004	326	0.4848	0.4553	0.4848	0.6963
No log	0.6041	328	0.4914	0.4769	0.4914	0.7010
No log	0.6077	330	0.5201	0.4284	0.5201	0.7212
No log	0.6114	332	0.5073	0.4562	0.5073	0.7122
No log	0.6151	334	0.5054	0.4928	0.5054	0.7109
No log	0.6188	336	0.5298	0.5343	0.5298	0.7279
No log	0.6225	338	0.5268	0.5438	0.5268	0.7258
No log	0.6262	340	0.5002	0.5170	0.5002	0.7072
No log	0.6298	342	0.5160	0.4439	0.5160	0.7183
No log	0.6335	344	0.5003	0.4741	0.5003	0.7073
No log	0.6372	346	0.5283	0.5426	0.5283	0.7268
No log	0.6409	348	0.5129	0.5176	0.5129	0.7162
No log	0.6446	350	0.5054	0.4926	0.5054	0.7109
No log	0.6483	352	0.5130	0.4672	0.5130	0.7163
No log	0.6519	354	0.5251	0.5097	0.5251	0.7247
No log	0.6556	356	0.5307	0.4971	0.5307	0.7285
No log	0.6593	358	0.5422	0.4384	0.5422	0.7364
No log	0.6630	360	0.5524	0.4185	0.5524	0.7432
No log	0.6667	362	0.5295	0.4995	0.5295	0.7277
No log	0.6703	364	0.5421	0.5258	0.5421	0.7363
No log	0.6740	366	0.5238	0.4595	0.5238	0.7238
No log	0.6777	368	0.6086	0.3728	0.6086	0.7801
No log	0.6814	370	0.5864	0.3773	0.5864	0.7658
No log	0.6851	372	0.5070	0.4793	0.5070	0.7120
No log	0.6888	374	0.5250	0.5548	0.5250	0.7246
No log	0.6924	376	0.5408	0.5796	0.5408	0.7354
No log	0.6961	378	0.5076	0.5084	0.5076	0.7125
No log	0.6998	380	0.5104	0.4260	0.5104	0.7145
No log	0.7035	382	0.5052	0.4713	0.5052	0.7108
No log	0.7072	384	0.5626	0.5789	0.5626	0.7500
No log	0.7109	386	0.6026	0.6019	0.6026	0.7763
No log	0.7145	388	0.5580	0.5822	0.5580	0.7470
No log	0.7182	390	0.5222	0.5216	0.5222	0.7226
No log	0.7219	392	0.5066	0.4864	0.5066	0.7118
No log	0.7256	394	0.5141	0.4998	0.5141	0.7170
No log	0.7293	396	0.5432	0.5234	0.5432	0.7370
No log	0.7330	398	0.5441	0.5197	0.5441	0.7377
No log	0.7366	400	0.5841	0.5219	0.5841	0.7643
No log	0.7403	402	0.5492	0.5208	0.5492	0.7411
No log	0.7440	404	0.5461	0.5390	0.5461	0.7390
No log	0.7477	406	0.5939	0.5346	0.5939	0.7707
No log	0.7514	408	0.5165	0.5457	0.5165	0.7187
No log	0.7551	410	0.5009	0.5345	0.5009	0.7077
No log	0.7587	412	0.5979	0.5798	0.5979	0.7732
No log	0.7624	414	0.6298	0.5917	0.6298	0.7936
No log	0.7661	416	0.5150	0.5569	0.5150	0.7176
No log	0.7698	418	0.4971	0.5417	0.4971	0.7050
No log	0.7735	420	0.5174	0.5544	0.5174	0.7193
No log	0.7772	422	0.4936	0.5371	0.4936	0.7025
No log	0.7808	424	0.4953	0.5374	0.4953	0.7037
No log	0.7845	426	0.4757	0.5424	0.4757	0.6897
No log	0.7882	428	0.4763	0.5602	0.4763	0.6901
No log	0.7919	430	0.4653	0.5369	0.4653	0.6821
No log	0.7956	432	0.4727	0.5766	0.4727	0.6875
No log	0.7993	434	0.4817	0.5785	0.4817	0.6940
No log	0.8029	436	0.4989	0.6095	0.4989	0.7063
No log	0.8066	438	0.5523	0.6397	0.5523	0.7432
No log	0.8103	440	0.5943	0.6424	0.5943	0.7709
No log	0.8140	442	0.5040	0.5763	0.5040	0.7099
No log	0.8177	444	0.4960	0.5310	0.4960	0.7043
No log	0.8214	446	0.5242	0.5813	0.5242	0.7240
No log	0.8250	448	0.6226	0.6236	0.6226	0.7891
No log	0.8287	450	0.5897	0.6351	0.5897	0.7679
No log	0.8324	452	0.4758	0.5089	0.4758	0.6898
No log	0.8361	454	0.4832	0.4637	0.4832	0.6951
No log	0.8398	456	0.4915	0.5724	0.4915	0.7010
No log	0.8435	458	0.5199	0.6052	0.5199	0.7210
No log	0.8471	460	0.5103	0.5900	0.5103	0.7144
No log	0.8508	462	0.5125	0.5889	0.5125	0.7159
No log	0.8545	464	0.5270	0.5705	0.5270	0.7259
No log	0.8582	466	0.5737	0.5964	0.5737	0.7574
No log	0.8619	468	0.7346	0.6081	0.7346	0.8571
No log	0.8656	470	0.9004	0.6019	0.9004	0.9489
No log	0.8692	472	0.6965	0.5459	0.6965	0.8345
No log	0.8729	474	0.6625	0.5225	0.6625	0.8139
No log	0.8766	476	0.8840	0.5417	0.8840	0.9402
No log	0.8803	478	0.8811	0.5444	0.8811	0.9387
No log	0.8840	480	0.6237	0.5287	0.6237	0.7898
No log	0.8877	482	0.6023	0.5442	0.6023	0.7761
No log	0.8913	484	0.7924	0.5767	0.7924	0.8902
No log	0.8950	486	0.7918	0.5845	0.7918	0.8898
No log	0.8987	488	0.5545	0.5778	0.5545	0.7446
No log	0.9024	490	0.4936	0.4685	0.4936	0.7026
No log	0.9061	492	0.4913	0.4633	0.4913	0.7009
No log	0.9098	494	0.5378	0.5803	0.5378	0.7334
No log	0.9134	496	0.5872	0.6022	0.5872	0.7663
No log	0.9171	498	0.5031	0.5207	0.5031	0.7093
0.496	0.9208	500	0.5047	0.4294	0.5047	0.7105
0.496	0.9245	502	0.4999	0.4369	0.4999	0.7070
0.496	0.9282	504	0.5096	0.5149	0.5096	0.7139
0.496	0.9319	506	0.5311	0.5347	0.5311	0.7287
0.496	0.9355	508	0.5066	0.4838	0.5066	0.7118
0.496	0.9392	510	0.5067	0.5066	0.5067	0.7118
0.496	0.9429	512	0.5698	0.5755	0.5698	0.7549
0.496	0.9466	514	0.6064	0.5780	0.6064	0.7787
0.496	0.9503	516	0.5161	0.5424	0.5161	0.7184
0.496	0.9540	518	0.4923	0.4834	0.4923	0.7016
0.496	0.9576	520	0.4961	0.4730	0.4961	0.7043
0.496	0.9613	522	0.5036	0.5580	0.5036	0.7096
0.496	0.9650	524	0.6150	0.6460	0.6150	0.7842
0.496	0.9687	526	0.5503	0.6350	0.5503	0.7418
0.496	0.9724	528	0.5168	0.5896	0.5168	0.7189
0.496	0.9761	530	0.5309	0.6002	0.5309	0.7286
0.496	0.9797	532	0.5072	0.5894	0.5072	0.7121
0.496	0.9834	534	0.5303	0.5811	0.5303	0.7282
0.496	0.9871	536	0.5343	0.5639	0.5343	0.7310
0.496	0.9908	538	0.5807	0.5742	0.5807	0.7621
0.496	0.9945	540	0.5745	0.5815	0.5745	0.7579
0.496	0.9982	542	0.5022	0.5543	0.5022	0.7087
0.496	1.0018	544	0.4679	0.5332	0.4679	0.6840
0.496	1.0055	546	0.4767	0.5552	0.4767	0.6904
0.496	1.0092	548	0.5351	0.6382	0.5351	0.7315
0.496	1.0129	550	0.4764	0.6002	0.4764	0.6902
0.496	1.0166	552	0.4993	0.6256	0.4993	0.7066
0.496	1.0203	554	0.5146	0.6323	0.5146	0.7174
0.496	1.0239	556	0.4968	0.6120	0.4968	0.7048
0.496	1.0276	558	0.5146	0.6268	0.5146	0.7173
0.496	1.0313	560	0.5319	0.6490	0.5319	0.7293
0.496	1.0350	562	0.4538	0.5586	0.4538	0.6737
0.496	1.0387	564	0.4508	0.5396	0.4508	0.6714
0.496	1.0424	566	0.5189	0.6540	0.5189	0.7203
0.496	1.0460	568	0.6636	0.6624	0.6636	0.8146
0.496	1.0497	570	0.5371	0.6594	0.5371	0.7329
0.496	1.0534	572	0.4569	0.5143	0.4569	0.6760
0.496	1.0571	574	0.4678	0.5555	0.4678	0.6840
0.496	1.0608	576	0.6612	0.6688	0.6612	0.8132
0.496	1.0645	578	0.7773	0.6401	0.7773	0.8816
0.496	1.0681	580	0.5825	0.6303	0.5825	0.7632
0.496	1.0718	582	0.5067	0.5875	0.5067	0.7118
0.496	1.0755	584	0.4973	0.5790	0.4973	0.7052
0.496	1.0792	586	0.4909	0.5766	0.4909	0.7006
0.496	1.0829	588	0.4974	0.5674	0.4974	0.7052
0.496	1.0866	590	0.4782	0.5538	0.4782	0.6915
0.496	1.0902	592	0.4701	0.5550	0.4701	0.6856
0.496	1.0939	594	0.5008	0.6175	0.5008	0.7076
0.496	1.0976	596	0.4640	0.5295	0.4640	0.6811
0.496	1.1013	598	0.4778	0.4769	0.4778	0.6912
0.496	1.1050	600	0.4621	0.5233	0.4621	0.6798
0.496	1.1087	602	0.4713	0.5781	0.4713	0.6865
0.496	1.1123	604	0.4726	0.5812	0.4726	0.6875
0.496	1.1160	606	0.4714	0.5725	0.4714	0.6866
0.496	1.1197	608	0.5361	0.6413	0.5361	0.7322
0.496	1.1234	610	0.5164	0.6070	0.5164	0.7186
0.496	1.1271	612	0.5071	0.5931	0.5071	0.7121
0.496	1.1308	614	0.6036	0.6535	0.6036	0.7769
0.496	1.1344	616	0.6959	0.6473	0.6959	0.8342
0.496	1.1381	618	0.5190	0.6182	0.5190	0.7204
0.496	1.1418	620	0.4875	0.6047	0.4875	0.6982
0.496	1.1455	622	0.5749	0.6451	0.5749	0.7582
0.496	1.1492	624	0.6243	0.6533	0.6243	0.7901
0.496	1.1529	626	0.5043	0.6098	0.5043	0.7102
0.496	1.1565	628	0.4749	0.5230	0.4749	0.6891
0.496	1.1602	630	0.4889	0.5858	0.4889	0.6992
0.496	1.1639	632	0.5857	0.6697	0.5857	0.7653
0.496	1.1676	634	0.5254	0.6421	0.5254	0.7248
0.496	1.1713	636	0.4751	0.5853	0.4751	0.6893
0.496	1.1750	638	0.5078	0.6176	0.5078	0.7126
0.496	1.1786	640	0.6403	0.6332	0.6403	0.8002
0.496	1.1823	642	0.6366	0.6394	0.6366	0.7979
0.496	1.1860	644	0.6343	0.6275	0.6343	0.7964
0.496	1.1897	646	0.7932	0.6270	0.7932	0.8906
0.496	1.1934	648	0.7213	0.6077	0.7213	0.8493
0.496	1.1971	650	0.6199	0.6161	0.6199	0.7873
0.496	1.2007	652	0.5388	0.5921	0.5388	0.7340
0.496	1.2044	654	0.5374	0.6019	0.5374	0.7330
0.496	1.2081	656	0.4799	0.5255	0.4799	0.6927
0.496	1.2118	658	0.4762	0.5262	0.4762	0.6901
0.496	1.2155	660	0.5413	0.6504	0.5413	0.7357
0.496	1.2192	662	0.5127	0.6505	0.5127	0.7160
0.496	1.2228	664	0.4654	0.5237	0.4654	0.6822
0.496	1.2265	666	0.4712	0.4862	0.4712	0.6865
0.496	1.2302	668	0.4707	0.5368	0.4707	0.6861
0.496	1.2339	670	0.4825	0.4901	0.4825	0.6946
0.496	1.2376	672	0.4878	0.4846	0.4878	0.6985
0.496	1.2413	674	0.5498	0.5936	0.5498	0.7415
0.496	1.2449	676	0.8516	0.6202	0.8516	0.9228
0.496	1.2486	678	0.8099	0.6072	0.8099	0.8999
0.496	1.2523	680	0.5518	0.5768	0.5518	0.7429
0.496	1.2560	682	0.5559	0.3937	0.5559	0.7456
0.496	1.2597	684	0.5738	0.3845	0.5738	0.7575
0.496	1.2634	686	0.5236	0.5074	0.5236	0.7236
0.496	1.2670	688	0.5842	0.6044	0.5842	0.7643
0.496	1.2707	690	0.6395	0.6153	0.6395	0.7997
0.496	1.2744	692	0.5317	0.6094	0.5317	0.7292
0.496	1.2781	694	0.4857	0.5521	0.4857	0.6970
0.496	1.2818	696	0.4855	0.5315	0.4855	0.6968
0.496	1.2855	698	0.5374	0.5883	0.5374	0.7331
0.496	1.2891	700	0.6939	0.6081	0.6939	0.8330
0.496	1.2928	702	0.6606	0.6050	0.6606	0.8128
0.496	1.2965	704	0.5036	0.5472	0.5036	0.7096
0.496	1.3002	706	0.4894	0.5519	0.4894	0.6996
0.496	1.3039	708	0.5407	0.5934	0.5407	0.7353
0.496	1.3076	710	0.6469	0.6347	0.6469	0.8043
0.496	1.3112	712	0.5681	0.6219	0.5681	0.7537
0.496	1.3149	714	0.4976	0.5943	0.4976	0.7054
0.496	1.3186	716	0.5046	0.5887	0.5046	0.7103
0.496	1.3223	718	0.6015	0.6128	0.6015	0.7756
0.496	1.3260	720	0.5935	0.6111	0.5935	0.7704
0.496	1.3297	722	0.4931	0.5227	0.4931	0.7022
0.496	1.3333	724	0.5024	0.4787	0.5024	0.7088
0.496	1.3370	726	0.5074	0.5477	0.5074	0.7123
0.496	1.3407	728	0.6315	0.5933	0.6315	0.7947
0.496	1.3444	730	0.6734	0.5549	0.6734	0.8206
0.496	1.3481	732	0.5755	0.5014	0.5755	0.7586
0.496	1.3517	734	0.5715	0.4861	0.5715	0.7559
0.496	1.3554	736	0.6318	0.5222	0.6318	0.7948
0.496	1.3591	738	0.8152	0.5714	0.8152	0.9029
0.496	1.3628	740	0.7029	0.5888	0.7029	0.8384
0.496	1.3665	742	0.5265	0.5366	0.5265	0.7256
0.496	1.3702	744	0.5174	0.4547	0.5174	0.7193
0.496	1.3738	746	0.5022	0.4979	0.5022	0.7087
0.496	1.3775	748	0.5763	0.5731	0.5763	0.7591
0.496	1.3812	750	0.6458	0.6029	0.6458	0.8036
0.496	1.3849	752	0.5535	0.5951	0.5535	0.7440
0.496	1.3886	754	0.4829	0.5094	0.4829	0.6949
0.496	1.3923	756	0.4914	0.4919	0.4914	0.7010
0.496	1.3959	758	0.4810	0.5258	0.4810	0.6936
0.496	1.3996	760	0.5860	0.6294	0.5860	0.7655
0.496	1.4033	762	0.6793	0.6333	0.6793	0.8242
0.496	1.4070	764	0.5673	0.6260	0.5673	0.7532
0.496	1.4107	766	0.4734	0.5077	0.4734	0.6880
0.496	1.4144	768	0.4969	0.4571	0.4969	0.7049
0.496	1.4180	770	0.4750	0.5089	0.4750	0.6892
0.496	1.4217	772	0.5033	0.5745	0.5033	0.7094
0.496	1.4254	774	0.4973	0.5705	0.4973	0.7052
0.496	1.4291	776	0.4802	0.5376	0.4802	0.6929
0.496	1.4328	778	0.4903	0.5477	0.4903	0.7002
0.496	1.4365	780	0.5452	0.6146	0.5452	0.7384
0.496	1.4401	782	0.5344	0.6015	0.5344	0.7311
0.496	1.4438	784	0.5895	0.6239	0.5895	0.7678
0.496	1.4475	786	0.5933	0.6254	0.5933	0.7702
0.496	1.4512	788	0.5962	0.6273	0.5962	0.7721
0.496	1.4549	790	0.5330	0.5689	0.5330	0.7300
0.496	1.4586	792	0.5083	0.5541	0.5083	0.7130
0.496	1.4622	794	0.5067	0.5514	0.5067	0.7118
0.496	1.4659	796	0.5453	0.5937	0.5453	0.7385
0.496	1.4696	798	0.5813	0.5926	0.5813	0.7624
0.496	1.4733	800	0.5231	0.5710	0.5231	0.7232
0.496	1.4770	802	0.5043	0.5477	0.5043	0.7101
0.496	1.4807	804	0.5213	0.5646	0.5213	0.7220
0.496	1.4843	806	0.5684	0.5855	0.5684	0.7540
0.496	1.4880	808	0.5492	0.5894	0.5492	0.7411
0.496	1.4917	810	0.5323	0.5837	0.5323	0.7296
0.496	1.4954	812	0.5590	0.6032	0.5590	0.7477
0.496	1.4991	814	0.5783	0.6214	0.5783	0.7604
0.496	1.5028	816	0.5275	0.5884	0.5275	0.7263
0.496	1.5064	818	0.5274	0.5731	0.5274	0.7262
0.496	1.5101	820	0.5022	0.5225	0.5022	0.7087
0.496	1.5138	822	0.5024	0.5208	0.5024	0.7088
0.496	1.5175	824	0.5270	0.5781	0.5270	0.7260
0.496	1.5212	826	0.5826	0.6093	0.5826	0.7633
0.496	1.5249	828	0.5966	0.5813	0.5966	0.7724
0.496	1.5285	830	0.5993	0.5858	0.5993	0.7741
0.496	1.5322	832	0.6013	0.5750	0.6013	0.7754
0.496	1.5359	834	0.5942	0.5601	0.5942	0.7709
0.496	1.5396	836	0.5570	0.5316	0.5570	0.7463
0.496	1.5433	838	0.5980	0.5770	0.5980	0.7733
0.496	1.5470	840	0.6361	0.6045	0.6361	0.7976
0.496	1.5506	842	0.6256	0.5987	0.6256	0.7910
0.496	1.5543	844	0.5992	0.6039	0.5992	0.7741
0.496	1.5580	846	0.5202	0.5863	0.5202	0.7213
0.496	1.5617	848	0.4889	0.5693	0.4889	0.6992
0.496	1.5654	850	0.5391	0.5954	0.5391	0.7343
0.496	1.5691	852	0.5999	0.6254	0.5999	0.7745
0.496	1.5727	854	0.4933	0.6224	0.4933	0.7024
0.496	1.5764	856	0.4669	0.5053	0.4669	0.6833
0.496	1.5801	858	0.4618	0.5314	0.4618	0.6795
0.496	1.5838	860	0.5229	0.6349	0.5229	0.7231
0.496	1.5875	862	0.6614	0.6458	0.6614	0.8132
0.496	1.5912	864	0.5657	0.6333	0.5657	0.7521
0.496	1.5948	866	0.4772	0.5713	0.4772	0.6908
0.496	1.5985	868	0.4894	0.5621	0.4894	0.6996
0.496	1.6022	870	0.5675	0.6066	0.5675	0.7533
0.496	1.6059	872	0.6876	0.6318	0.6876	0.8292
0.496	1.6096	874	0.5784	0.5814	0.5784	0.7605
0.496	1.6133	876	0.5242	0.5518	0.5242	0.7240
0.496	1.6169	878	0.5625	0.5903	0.5625	0.7500
0.496	1.6206	880	0.5526	0.5965	0.5526	0.7433
0.496	1.6243	882	0.5505	0.5893	0.5505	0.7420
0.496	1.6280	884	0.4742	0.5280	0.4742	0.6886
0.496	1.6317	886	0.4855	0.4857	0.4855	0.6968
0.496	1.6354	888	0.4702	0.5445	0.4702	0.6857
0.496	1.6390	890	0.5558	0.6340	0.5558	0.7455
0.496	1.6427	892	0.6744	0.6681	0.6744	0.8212
0.496	1.6464	894	0.5500	0.6449	0.5500	0.7416
0.496	1.6501	896	0.4853	0.5601	0.4853	0.6967
0.496	1.6538	898	0.4967	0.5079	0.4967	0.7048
0.496	1.6575	900	0.4803	0.5753	0.4803	0.6930
0.496	1.6611	902	0.5264	0.6182	0.5264	0.7255
0.496	1.6648	904	0.5252	0.5980	0.5252	0.7247
0.496	1.6685	906	0.5287	0.5856	0.5287	0.7271
0.496	1.6722	908	0.5581	0.5850	0.5581	0.7471
0.496	1.6759	910	0.5505	0.5508	0.5505	0.7420
0.496	1.6796	912	0.5546	0.5408	0.5546	0.7447
0.496	1.6832	914	0.5709	0.5293	0.5709	0.7556
0.496	1.6869	916	0.6541	0.5814	0.6541	0.8087
0.496	1.6906	918	0.6952	0.5875	0.6952	0.8338
0.496	1.6943	920	0.5840	0.5802	0.5840	0.7642
0.496	1.6980	922	0.5413	0.5793	0.5413	0.7358
0.496	1.7017	924	0.5542	0.6196	0.5542	0.7445
0.496	1.7053	926	0.4834	0.5742	0.4834	0.6952
0.496	1.7090	928	0.4702	0.5506	0.4702	0.6857
0.496	1.7127	930	0.4741	0.5980	0.4741	0.6886
0.496	1.7164	932	0.4842	0.6116	0.4842	0.6958
0.496	1.7201	934	0.4822	0.5332	0.4822	0.6944
0.496	1.7238	936	0.5289	0.4737	0.5289	0.7273
0.496	1.7274	938	0.5449	0.4698	0.5449	0.7382
0.496	1.7311	940	0.5094	0.5520	0.5094	0.7138
0.496	1.7348	942	0.4967	0.5736	0.4967	0.7047
0.496	1.7385	944	0.4883	0.5102	0.4883	0.6988
0.496	1.7422	946	0.4869	0.4866	0.4869	0.6978
0.496	1.7459	948	0.4741	0.5746	0.4741	0.6885
0.496	1.7495	950	0.5703	0.6171	0.5703	0.7552
0.496	1.7532	952	0.5522	0.6089	0.5522	0.7431
0.496	1.7569	954	0.4977	0.5625	0.4977	0.7055
0.496	1.7606	956	0.4803	0.5546	0.4803	0.6931
0.496	1.7643	958	0.5195	0.5987	0.5195	0.7207
0.496	1.7680	960	0.5152	0.6062	0.5152	0.7178
0.496	1.7716	962	0.4714	0.5660	0.4714	0.6866
0.496	1.7753	964	0.4942	0.4952	0.4942	0.7030
0.496	1.7790	966	0.4745	0.5382	0.4745	0.6889
0.496	1.7827	968	0.4913	0.5968	0.4913	0.7009
0.496	1.7864	970	0.4898	0.5870	0.4898	0.6999
0.496	1.7901	972	0.4799	0.5488	0.4799	0.6927
0.496	1.7937	974	0.4780	0.5578	0.4780	0.6914
0.496	1.7974	976	0.4754	0.5580	0.4754	0.6895
0.496	1.8011	978	0.4824	0.5274	0.4824	0.6946
0.496	1.8048	980	0.4716	0.5394	0.4716	0.6867
0.496	1.8085	982	0.4596	0.5529	0.4596	0.6779
0.496	1.8122	984	0.4557	0.5634	0.4557	0.6751
0.496	1.8158	986	0.4688	0.5974	0.4688	0.6847
0.496	1.8195	988	0.4605	0.5801	0.4605	0.6786
0.496	1.8232	990	0.4616	0.5262	0.4616	0.6794
0.496	1.8269	992	0.4627	0.5576	0.4627	0.6802
0.496	1.8306	994	0.5219	0.6114	0.5219	0.7224
0.496	1.8343	996	0.5408	0.6170	0.5408	0.7354
0.496	1.8379	998	0.4850	0.5888	0.4850	0.6964
0.2127	1.8416	1000	0.4836	0.5783	0.4836	0.6954
0.2127	1.8453	1002	0.5211	0.6241	0.5211	0.7219
0.2127	1.8490	1004	0.5937	0.6558	0.5937	0.7705
0.2127	1.8527	1006	0.5156	0.6232	0.5156	0.7181
0.2127	1.8564	1008	0.4660	0.5670	0.4660	0.6826
0.2127	1.8600	1010	0.4723	0.5826	0.4723	0.6873
0.2127	1.8637	1012	0.5568	0.6508	0.5568	0.7462
0.2127	1.8674	1014	0.5785	0.6538	0.5785	0.7606
0.2127	1.8711	1016	0.4807	0.6113	0.4807	0.6933
0.2127	1.8748	1018	0.4656	0.5684	0.4656	0.6823
0.2127	1.8785	1020	0.4735	0.6091	0.4735	0.6881
0.2127	1.8821	1022	0.4994	0.6416	0.4994	0.7067
0.2127	1.8858	1024	0.4968	0.6404	0.4968	0.7048
0.2127	1.8895	1026	0.4775	0.6269	0.4775	0.6910
0.2127	1.8932	1028	0.4905	0.6281	0.4905	0.7003
0.2127	1.8969	1030	0.5336	0.6260	0.5336	0.7305
0.2127	1.9006	1032	0.6125	0.6345	0.6125	0.7826
0.2127	1.9042	1034	0.7414	0.6549	0.7414	0.8610
0.2127	1.9079	1036	0.6098	0.6131	0.6098	0.7809
0.2127	1.9116	1038	0.5914	0.6191	0.5914	0.7691
0.2127	1.9153	1040	0.6598	0.6050	0.6598	0.8123
0.2127	1.9190	1042	0.7323	0.6327	0.7323	0.8558
0.2127	1.9227	1044	0.5977	0.6117	0.5977	0.7731
0.2127	1.9263	1046	0.5014	0.5768	0.5014	0.7081
0.2127	1.9300	1048	0.5187	0.6001	0.5187	0.7202
0.2127	1.9337	1050	0.6093	0.6335	0.6093	0.7806
0.2127	1.9374	1052	0.7208	0.6794	0.7208	0.8490
0.2127	1.9411	1054	0.6737	0.6654	0.6737	0.8208
0.2127	1.9448	1056	0.5419	0.6183	0.5419	0.7362
0.2127	1.9484	1058	0.5342	0.6267	0.5342	0.7309
0.2127	1.9521	1060	0.5522	0.6485	0.5522	0.7431
0.2127	1.9558	1062	0.5044	0.6217	0.5044	0.7102
0.2127	1.9595	1064	0.5551	0.6461	0.5551	0.7451
0.2127	1.9632	1066	0.5323	0.6249	0.5323	0.7296
0.2127	1.9669	1068	0.4795	0.6160	0.4795	0.6924
0.2127	1.9705	1070	0.4662	0.5881	0.4662	0.6828
0.2127	1.9742	1072	0.4875	0.6011	0.4875	0.6982
0.2127	1.9779	1074	0.4660	0.5514	0.4660	0.6826
0.2127	1.9816	1076	0.4710	0.5359	0.4710	0.6863
0.2127	1.9853	1078	0.4824	0.5703	0.4824	0.6945
0.2127	1.9890	1080	0.5721	0.6379	0.5721	0.7564
0.2127	1.9926	1082	0.5386	0.6246	0.5386	0.7339
0.2127	1.9963	1084	0.4961	0.5728	0.4961	0.7043
0.2127	2.0	1086	0.4867	0.5011	0.4867	0.6976
0.2127	2.0037	1088	0.4879	0.5083	0.4879	0.6985
0.2127	2.0074	1090	0.5349	0.6161	0.5349	0.7313
0.2127	2.0110	1092	0.6211	0.6496	0.6211	0.7881
0.2127	2.0147	1094	0.5329	0.6170	0.5329	0.7300
0.2127	2.0184	1096	0.4844	0.5341	0.4844	0.6960
0.2127	2.0221	1098	0.4855	0.5545	0.4855	0.6968
0.2127	2.0258	1100	0.5768	0.6420	0.5768	0.7595
0.2127	2.0295	1102	0.6459	0.6607	0.6459	0.8037
0.2127	2.0331	1104	0.5371	0.6014	0.5371	0.7329
0.2127	2.0368	1106	0.5086	0.5826	0.5086	0.7131
0.2127	2.0405	1108	0.5846	0.6304	0.5846	0.7646
0.2127	2.0442	1110	0.6839	0.6474	0.6839	0.8270
0.2127	2.0479	1112	0.6414	0.6430	0.6414	0.8009
0.2127	2.0516	1114	0.5009	0.5536	0.5009	0.7078
0.2127	2.0552	1116	0.4907	0.5080	0.4907	0.7005
0.2127	2.0589	1118	0.4921	0.5731	0.4921	0.7015
0.2127	2.0626	1120	0.5367	0.5965	0.5367	0.7326
0.2127	2.0663	1122	0.5475	0.6202	0.5475	0.7400
0.2127	2.0700	1124	0.4737	0.5754	0.4737	0.6883
0.2127	2.0737	1126	0.4793	0.4877	0.4793	0.6923
0.2127	2.0773	1128	0.4677	0.5177	0.4677	0.6839
0.2127	2.0810	1130	0.4930	0.6178	0.4930	0.7022
0.2127	2.0847	1132	0.5140	0.6251	0.5140	0.7169
0.2127	2.0884	1134	0.4954	0.6145	0.4954	0.7038
0.2127	2.0921	1136	0.4998	0.6093	0.4998	0.7069
0.2127	2.0958	1138	0.5367	0.6290	0.5367	0.7326
0.2127	2.0994	1140	0.5264	0.6295	0.5264	0.7255
0.2127	2.1031	1142	0.5479	0.6433	0.5479	0.7402
0.2127	2.1068	1144	0.4891	0.5867	0.4891	0.6994
0.2127	2.1105	1146	0.4863	0.5924	0.4863	0.6973
0.2127	2.1142	1148	0.4854	0.5885	0.4854	0.6967
0.2127	2.1179	1150	0.4817	0.5158	0.4817	0.6941
0.2127	2.1215	1152	0.4817	0.5218	0.4817	0.6940
0.2127	2.1252	1154	0.4936	0.5789	0.4936	0.7025
0.2127	2.1289	1156	0.4908	0.5843	0.4908	0.7006
0.2127	2.1326	1158	0.4757	0.5442	0.4757	0.6897
0.2127	2.1363	1160	0.4817	0.5757	0.4817	0.6940
0.2127	2.1400	1162	0.5289	0.6100	0.5289	0.7272
0.2127	2.1436	1164	0.5293	0.6159	0.5293	0.7275
0.2127	2.1473	1166	0.4902	0.5599	0.4902	0.7002
0.2127	2.1510	1168	0.4958	0.5640	0.4958	0.7041
0.2127	2.1547	1170	0.5529	0.6159	0.5529	0.7436
0.2127	2.1584	1172	0.5807	0.6313	0.5807	0.7621
0.2127	2.1621	1174	0.5039	0.5841	0.5039	0.7099
0.2127	2.1657	1176	0.4954	0.5657	0.4954	0.7038
0.2127	2.1694	1178	0.5497	0.6103	0.5497	0.7414
0.2127	2.1731	1180	0.5637	0.6223	0.5637	0.7508
0.2127	2.1768	1182	0.6054	0.6311	0.6054	0.7781
0.2127	2.1805	1184	0.5765	0.5987	0.5765	0.7593
0.2127	2.1842	1186	0.5174	0.5749	0.5174	0.7193
0.2127	2.1878	1188	0.5789	0.5960	0.5789	0.7608
0.2127	2.1915	1190	0.5694	0.5995	0.5694	0.7546
0.2127	2.1952	1192	0.5076	0.6012	0.5076	0.7125
0.2127	2.1989	1194	0.4953	0.5878	0.4953	0.7038
0.2127	2.2026	1196	0.5321	0.6197	0.5321	0.7295
0.2127	2.2063	1198	0.5470	0.6347	0.5470	0.7396
0.2127	2.2099	1200	0.4779	0.5900	0.4779	0.6913
0.2127	2.2136	1202	0.4701	0.5612	0.4701	0.6856
0.2127	2.2173	1204	0.4641	0.5728	0.4641	0.6813
0.2127	2.2210	1206	0.4854	0.5760	0.4854	0.6967
0.2127	2.2247	1208	0.5133	0.5777	0.5133	0.7164
0.2127	2.2284	1210	0.5034	0.5646	0.5034	0.7095

Framework versions

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