ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k19_task1_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.6033
• Qwk: 0.7274
• Mse: 0.6033
• Rmse: 0.7767

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0169	2	5.2319	-0.0306	5.2319	2.2873
No log	0.0339	4	3.1977	0.1087	3.1977	1.7882
No log	0.0508	6	2.3253	-0.0034	2.3253	1.5249
No log	0.0678	8	2.1937	-0.0596	2.1937	1.4811
No log	0.0847	10	1.8293	0.0323	1.8293	1.3525
No log	0.1017	12	1.5220	0.0542	1.5220	1.2337
No log	0.1186	14	1.7260	0.0760	1.7260	1.3138
No log	0.1356	16	2.0237	0.1545	2.0237	1.4226
No log	0.1525	18	2.4047	0.1623	2.4047	1.5507
No log	0.1695	20	2.1979	0.1905	2.1979	1.4825
No log	0.1864	22	1.7190	0.1040	1.7190	1.3111
No log	0.2034	24	1.2985	0.2209	1.2985	1.1395
No log	0.2203	26	1.0480	0.3518	1.0480	1.0237
No log	0.2373	28	1.0457	0.3619	1.0457	1.0226
No log	0.2542	30	1.1390	0.2923	1.1390	1.0672
No log	0.2712	32	1.3001	0.3119	1.3001	1.1402
No log	0.2881	34	1.2852	0.3208	1.2852	1.1337
No log	0.3051	36	1.1758	0.3764	1.1758	1.0843
No log	0.3220	38	1.2002	0.3709	1.2002	1.0955
No log	0.3390	40	1.5072	0.2892	1.5072	1.2277
No log	0.3559	42	2.2897	0.2064	2.2897	1.5132
No log	0.3729	44	2.5174	0.2077	2.5174	1.5866
No log	0.3898	46	2.4375	0.2281	2.4375	1.5612
No log	0.4068	48	1.8519	0.2077	1.8519	1.3608
No log	0.4237	50	1.1875	0.3353	1.1875	1.0897
No log	0.4407	52	1.0166	0.3978	1.0166	1.0083
No log	0.4576	54	1.0524	0.3604	1.0524	1.0259
No log	0.4746	56	1.1536	0.3910	1.1536	1.0741
No log	0.4915	58	1.2270	0.3803	1.2270	1.1077
No log	0.5085	60	1.3550	0.3678	1.3550	1.1641
No log	0.5254	62	1.2973	0.4534	1.2973	1.1390
No log	0.5424	64	1.1498	0.4557	1.1498	1.0723
No log	0.5593	66	1.0804	0.5081	1.0804	1.0394
No log	0.5763	68	1.1292	0.4923	1.1292	1.0626
No log	0.5932	70	1.0691	0.5517	1.0691	1.0340
No log	0.6102	72	1.0277	0.4331	1.0277	1.0138
No log	0.6271	74	0.7590	0.5703	0.7590	0.8712
No log	0.6441	76	0.6028	0.7008	0.6028	0.7764
No log	0.6610	78	0.7650	0.6420	0.7650	0.8746
No log	0.6780	80	0.7772	0.6371	0.7772	0.8816
No log	0.6949	82	0.8542	0.6111	0.8542	0.9242
No log	0.7119	84	0.6204	0.7196	0.6204	0.7877
No log	0.7288	86	0.6198	0.7152	0.6198	0.7873
No log	0.7458	88	0.9016	0.6187	0.9016	0.9495
No log	0.7627	90	1.6898	0.3922	1.6898	1.2999
No log	0.7797	92	2.1215	0.2643	2.1215	1.4565
No log	0.7966	94	1.8865	0.3282	1.8865	1.3735
No log	0.8136	96	1.2800	0.4798	1.2800	1.1314
No log	0.8305	98	0.6464	0.7187	0.6464	0.8040
No log	0.8475	100	0.6004	0.7410	0.6004	0.7749
No log	0.8644	102	0.6257	0.6970	0.6257	0.7910
No log	0.8814	104	0.5574	0.7363	0.5574	0.7466
No log	0.8983	106	0.7030	0.6394	0.7030	0.8384
No log	0.9153	108	1.1062	0.5434	1.1062	1.0517
No log	0.9322	110	1.2231	0.5363	1.2231	1.1059
No log	0.9492	112	1.0028	0.5771	1.0028	1.0014
No log	0.9661	114	0.8101	0.6380	0.8101	0.9001
No log	0.9831	116	0.6684	0.7198	0.6684	0.8176
No log	1.0	118	0.6561	0.7308	0.6561	0.8100
No log	1.0169	120	0.6967	0.7388	0.6967	0.8347
No log	1.0339	122	0.7217	0.7305	0.7217	0.8495
No log	1.0508	124	0.7192	0.7161	0.7192	0.8481
No log	1.0678	126	0.8254	0.6512	0.8254	0.9085
No log	1.0847	128	1.0104	0.6078	1.0104	1.0052
No log	1.1017	130	1.0013	0.6014	1.0013	1.0006
No log	1.1186	132	0.8997	0.5857	0.8997	0.9485
No log	1.1356	134	0.9835	0.5956	0.9835	0.9917
No log	1.1525	136	0.9712	0.6091	0.9712	0.9855
No log	1.1695	138	0.8392	0.6295	0.8392	0.9161
No log	1.1864	140	0.6891	0.6545	0.6891	0.8301
No log	1.2034	142	0.5321	0.7580	0.5321	0.7295
No log	1.2203	144	0.7080	0.6844	0.7080	0.8414
No log	1.2373	146	0.8055	0.6809	0.8055	0.8975
No log	1.2542	148	0.7188	0.7050	0.7188	0.8478
No log	1.2712	150	0.6304	0.7242	0.6304	0.7940
No log	1.2881	152	0.6295	0.7492	0.6295	0.7934
No log	1.3051	154	0.6935	0.7315	0.6935	0.8327
No log	1.3220	156	0.8271	0.6436	0.8271	0.9095
No log	1.3390	158	0.8655	0.6169	0.8655	0.9303
No log	1.3559	160	0.7332	0.7360	0.7332	0.8563
No log	1.3729	162	0.6143	0.7511	0.6143	0.7838
No log	1.3898	164	0.6044	0.7589	0.6044	0.7774
No log	1.4068	166	0.6270	0.7399	0.6270	0.7918
No log	1.4237	168	0.6019	0.7581	0.6019	0.7758
No log	1.4407	170	0.6152	0.7309	0.6152	0.7844
No log	1.4576	172	0.7558	0.6986	0.7558	0.8694
No log	1.4746	174	0.6933	0.7174	0.6933	0.8327
No log	1.4915	176	0.6577	0.7399	0.6577	0.8110
No log	1.5085	178	0.6006	0.7663	0.6006	0.7750
No log	1.5254	180	0.5791	0.7556	0.5791	0.7610
No log	1.5424	182	0.6476	0.7422	0.6476	0.8048
No log	1.5593	184	0.6540	0.7307	0.6540	0.8087
No log	1.5763	186	0.5748	0.7506	0.5748	0.7582
No log	1.5932	188	0.5574	0.7570	0.5574	0.7466
No log	1.6102	190	0.5732	0.7719	0.5732	0.7571
No log	1.6271	192	0.6144	0.7314	0.6144	0.7838
No log	1.6441	194	0.7423	0.7015	0.7423	0.8616
No log	1.6610	196	0.7004	0.7128	0.7004	0.8369
No log	1.6780	198	0.5840	0.7497	0.5840	0.7642
No log	1.6949	200	0.5931	0.7443	0.5931	0.7702
No log	1.7119	202	0.6218	0.7268	0.6218	0.7885
No log	1.7288	204	0.6051	0.7246	0.6051	0.7779
No log	1.7458	206	0.6697	0.7538	0.6697	0.8183
No log	1.7627	208	0.7775	0.6977	0.7775	0.8818
No log	1.7797	210	0.7375	0.7371	0.7375	0.8587
No log	1.7966	212	0.6381	0.7197	0.6381	0.7988
No log	1.8136	214	0.6371	0.7124	0.6371	0.7982
No log	1.8305	216	0.6624	0.6903	0.6624	0.8139
No log	1.8475	218	0.6275	0.7107	0.6275	0.7922
No log	1.8644	220	0.5810	0.7405	0.5810	0.7622
No log	1.8814	222	0.6096	0.7421	0.6096	0.7808
No log	1.8983	224	0.6576	0.7245	0.6576	0.8109
No log	1.9153	226	0.6906	0.7198	0.6906	0.8310
No log	1.9322	228	0.6323	0.7218	0.6323	0.7952
No log	1.9492	230	0.5668	0.7416	0.5668	0.7529
No log	1.9661	232	0.5404	0.7403	0.5404	0.7351
No log	1.9831	234	0.5303	0.7403	0.5303	0.7283
No log	2.0	236	0.5255	0.7387	0.5255	0.7249
No log	2.0169	238	0.5550	0.7455	0.5550	0.7450
No log	2.0339	240	0.6352	0.7392	0.6352	0.7970
No log	2.0508	242	0.7667	0.6576	0.7667	0.8756
No log	2.0678	244	0.7722	0.6688	0.7722	0.8788
No log	2.0847	246	0.6924	0.7126	0.6924	0.8321
No log	2.1017	248	0.6126	0.7647	0.6126	0.7827
No log	2.1186	250	0.6155	0.7665	0.6155	0.7845
No log	2.1356	252	0.6480	0.7546	0.6480	0.8050
No log	2.1525	254	0.7126	0.7044	0.7126	0.8442
No log	2.1695	256	0.8134	0.6526	0.8134	0.9019
No log	2.1864	258	0.7919	0.6699	0.7919	0.8899
No log	2.2034	260	0.7332	0.6888	0.7332	0.8563
No log	2.2203	262	0.7063	0.6875	0.7063	0.8404
No log	2.2373	264	0.7422	0.6853	0.7422	0.8615
No log	2.2542	266	0.7421	0.6952	0.7421	0.8614
No log	2.2712	268	0.6733	0.7347	0.6733	0.8205
No log	2.2881	270	0.5706	0.7382	0.5706	0.7554
No log	2.3051	272	0.5680	0.7403	0.5680	0.7536
No log	2.3220	274	0.5800	0.7361	0.5800	0.7616
No log	2.3390	276	0.5704	0.7238	0.5704	0.7553
No log	2.3559	278	0.5784	0.6996	0.5784	0.7606
No log	2.3729	280	0.5585	0.7405	0.5585	0.7474
No log	2.3898	282	0.5627	0.7284	0.5627	0.7501
No log	2.4068	284	0.5851	0.7026	0.5851	0.7649
No log	2.4237	286	0.5783	0.7222	0.5783	0.7605
No log	2.4407	288	0.5602	0.7696	0.5602	0.7485
No log	2.4576	290	0.5748	0.7562	0.5748	0.7581
No log	2.4746	292	0.5811	0.7453	0.5811	0.7623
No log	2.4915	294	0.5627	0.7721	0.5627	0.7501
No log	2.5085	296	0.5787	0.7229	0.5787	0.7607
No log	2.5254	298	0.6307	0.6811	0.6307	0.7942
No log	2.5424	300	0.6192	0.6831	0.6192	0.7869
No log	2.5593	302	0.5581	0.7371	0.5581	0.7471
No log	2.5763	304	0.5374	0.7577	0.5374	0.7331
No log	2.5932	306	0.5317	0.7624	0.5317	0.7292
No log	2.6102	308	0.5271	0.7696	0.5271	0.7260
No log	2.6271	310	0.5238	0.7700	0.5238	0.7237
No log	2.6441	312	0.5255	0.7629	0.5255	0.7249
No log	2.6610	314	0.5312	0.7512	0.5312	0.7288
No log	2.6780	316	0.5323	0.7588	0.5323	0.7296
No log	2.6949	318	0.5771	0.7414	0.5771	0.7597
No log	2.7119	320	0.5991	0.7467	0.5991	0.7740
No log	2.7288	322	0.5788	0.7496	0.5788	0.7608
No log	2.7458	324	0.5593	0.7529	0.5593	0.7479
No log	2.7627	326	0.5236	0.7636	0.5236	0.7236
No log	2.7797	328	0.5274	0.7540	0.5274	0.7262
No log	2.7966	330	0.5891	0.7318	0.5891	0.7675
No log	2.8136	332	0.5886	0.7306	0.5886	0.7672
No log	2.8305	334	0.5421	0.75	0.5421	0.7363
No log	2.8475	336	0.5414	0.7454	0.5414	0.7358
No log	2.8644	338	0.5505	0.7600	0.5505	0.7420
No log	2.8814	340	0.5434	0.7527	0.5434	0.7371
No log	2.8983	342	0.5542	0.74	0.5542	0.7444
No log	2.9153	344	0.6330	0.7374	0.6330	0.7956
No log	2.9322	346	0.7321	0.7030	0.7321	0.8556
No log	2.9492	348	0.7428	0.7021	0.7428	0.8618
No log	2.9661	350	0.6802	0.7103	0.6802	0.8247
No log	2.9831	352	0.5925	0.7332	0.5925	0.7698
No log	3.0	354	0.5521	0.7592	0.5521	0.7430
No log	3.0169	356	0.5581	0.7589	0.5581	0.7471
No log	3.0339	358	0.5513	0.7637	0.5513	0.7425
No log	3.0508	360	0.5565	0.7573	0.5565	0.7460
No log	3.0678	362	0.6208	0.6924	0.6208	0.7879
No log	3.0847	364	0.6709	0.6889	0.6709	0.8191
No log	3.1017	366	0.6352	0.6874	0.6352	0.7970
No log	3.1186	368	0.5592	0.7310	0.5592	0.7478
No log	3.1356	370	0.5283	0.7738	0.5283	0.7269
No log	3.1525	372	0.5426	0.7474	0.5426	0.7366
No log	3.1695	374	0.6088	0.7421	0.6088	0.7803
No log	3.1864	376	0.7112	0.6998	0.7112	0.8434
No log	3.2034	378	0.7411	0.6708	0.7411	0.8609
No log	3.2203	380	0.6796	0.7317	0.6796	0.8244
No log	3.2373	382	0.6202	0.7529	0.6202	0.7876
No log	3.2542	384	0.5820	0.7566	0.5820	0.7629
No log	3.2712	386	0.5661	0.7509	0.5661	0.7524
No log	3.2881	388	0.5649	0.7369	0.5649	0.7516
No log	3.3051	390	0.5771	0.7381	0.5771	0.7597
No log	3.3220	392	0.5710	0.7338	0.5710	0.7556
No log	3.3390	394	0.5642	0.7338	0.5642	0.7511
No log	3.3559	396	0.5641	0.7544	0.5641	0.7510
No log	3.3729	398	0.5425	0.7508	0.5425	0.7366
No log	3.3898	400	0.5426	0.7618	0.5426	0.7366
No log	3.4068	402	0.5347	0.7412	0.5347	0.7312
No log	3.4237	404	0.5329	0.7365	0.5329	0.7300
No log	3.4407	406	0.5382	0.7452	0.5382	0.7336
No log	3.4576	408	0.5329	0.7474	0.5329	0.7300
No log	3.4746	410	0.5295	0.7345	0.5295	0.7276
No log	3.4915	412	0.5361	0.7357	0.5361	0.7322
No log	3.5085	414	0.5516	0.7617	0.5516	0.7427
No log	3.5254	416	0.5586	0.7660	0.5586	0.7474
No log	3.5424	418	0.5458	0.74	0.5458	0.7388
No log	3.5593	420	0.5393	0.7314	0.5393	0.7343
No log	3.5763	422	0.5430	0.7412	0.5430	0.7369
No log	3.5932	424	0.5548	0.7374	0.5548	0.7448
No log	3.6102	426	0.5439	0.7405	0.5439	0.7375
No log	3.6271	428	0.5488	0.7412	0.5488	0.7408
No log	3.6441	430	0.5373	0.7395	0.5373	0.7330
No log	3.6610	432	0.5213	0.7432	0.5213	0.7220
No log	3.6780	434	0.5179	0.7644	0.5179	0.7196
No log	3.6949	436	0.5246	0.7580	0.5246	0.7243
No log	3.7119	438	0.5298	0.7534	0.5298	0.7278
No log	3.7288	440	0.5517	0.7348	0.5517	0.7428
No log	3.7458	442	0.5585	0.7394	0.5585	0.7473
No log	3.7627	444	0.5567	0.7384	0.5567	0.7461
No log	3.7797	446	0.5380	0.7384	0.5380	0.7335
No log	3.7966	448	0.5274	0.7510	0.5274	0.7262
No log	3.8136	450	0.5163	0.7447	0.5163	0.7186
No log	3.8305	452	0.5096	0.7533	0.5096	0.7139
No log	3.8475	454	0.5093	0.7588	0.5093	0.7137
No log	3.8644	456	0.5091	0.7544	0.5091	0.7135
No log	3.8814	458	0.5186	0.7455	0.5186	0.7201
No log	3.8983	460	0.5446	0.7358	0.5446	0.7379
No log	3.9153	462	0.5558	0.7492	0.5558	0.7455
No log	3.9322	464	0.5645	0.7469	0.5645	0.7513
No log	3.9492	466	0.5662	0.7544	0.5662	0.7524
No log	3.9661	468	0.5382	0.7451	0.5382	0.7336
No log	3.9831	470	0.5216	0.7441	0.5216	0.7222
No log	4.0	472	0.5169	0.7548	0.5169	0.7190
No log	4.0169	474	0.5061	0.7602	0.5061	0.7114
No log	4.0339	476	0.5086	0.7641	0.5086	0.7132
No log	4.0508	478	0.5239	0.7342	0.5239	0.7238
No log	4.0678	480	0.5209	0.7437	0.5209	0.7218
No log	4.0847	482	0.5194	0.7479	0.5194	0.7207
No log	4.1017	484	0.5239	0.7485	0.5239	0.7238
No log	4.1186	486	0.5397	0.7480	0.5397	0.7346
No log	4.1356	488	0.5715	0.7575	0.5715	0.7559
No log	4.1525	490	0.5618	0.7622	0.5618	0.7495
No log	4.1695	492	0.5552	0.7566	0.5552	0.7451
No log	4.1864	494	0.5542	0.7541	0.5542	0.7444
No log	4.2034	496	0.5368	0.7488	0.5368	0.7327
No log	4.2203	498	0.5276	0.7383	0.5276	0.7264
0.4192	4.2373	500	0.5250	0.7334	0.5250	0.7246
0.4192	4.2542	502	0.5229	0.7318	0.5229	0.7231
0.4192	4.2712	504	0.5201	0.7361	0.5201	0.7212
0.4192	4.2881	506	0.5248	0.7479	0.5248	0.7244
0.4192	4.3051	508	0.5421	0.7506	0.5421	0.7363
0.4192	4.3220	510	0.5782	0.7507	0.5782	0.7604
0.4192	4.3390	512	0.6398	0.7146	0.6398	0.7999
0.4192	4.3559	514	0.6672	0.7160	0.6672	0.8168
0.4192	4.3729	516	0.6882	0.7134	0.6882	0.8296
0.4192	4.3898	518	0.6738	0.7073	0.6738	0.8209
0.4192	4.4068	520	0.6934	0.6998	0.6934	0.8327
0.4192	4.4237	522	0.6802	0.6973	0.6802	0.8247
0.4192	4.4407	524	0.6252	0.7117	0.6252	0.7907
0.4192	4.4576	526	0.5761	0.7370	0.5761	0.7590
0.4192	4.4746	528	0.5665	0.7513	0.5665	0.7527
0.4192	4.4915	530	0.5722	0.7403	0.5722	0.7564
0.4192	4.5085	532	0.5721	0.7460	0.5721	0.7564
0.4192	4.5254	534	0.5780	0.7423	0.5780	0.7603
0.4192	4.5424	536	0.5718	0.7423	0.5718	0.7562
0.4192	4.5593	538	0.5514	0.7445	0.5514	0.7426
0.4192	4.5763	540	0.5354	0.7577	0.5354	0.7317
0.4192	4.5932	542	0.5339	0.7455	0.5339	0.7307
0.4192	4.6102	544	0.5408	0.7448	0.5408	0.7354
0.4192	4.6271	546	0.5537	0.7597	0.5537	0.7441
0.4192	4.6441	548	0.5660	0.7571	0.5660	0.7523
0.4192	4.6610	550	0.5771	0.7425	0.5771	0.7596
0.4192	4.6780	552	0.5827	0.7376	0.5827	0.7633
0.4192	4.6949	554	0.5883	0.7312	0.5883	0.7670
0.4192	4.7119	556	0.6107	0.7313	0.6107	0.7815
0.4192	4.7288	558	0.6139	0.7268	0.6139	0.7835
0.4192	4.7458	560	0.6309	0.7120	0.6309	0.7943
0.4192	4.7627	562	0.6482	0.7047	0.6482	0.8051
0.4192	4.7797	564	0.6455	0.7242	0.6455	0.8034
0.4192	4.7966	566	0.6569	0.6986	0.6569	0.8105
0.4192	4.8136	568	0.6406	0.7051	0.6406	0.8004
0.4192	4.8305	570	0.6266	0.7051	0.6266	0.7916
0.4192	4.8475	572	0.6069	0.7308	0.6069	0.7790
0.4192	4.8644	574	0.6049	0.7361	0.6049	0.7777
0.4192	4.8814	576	0.6078	0.7361	0.6078	0.7796
0.4192	4.8983	578	0.6150	0.7273	0.6150	0.7842
0.4192	4.9153	580	0.6319	0.7315	0.6319	0.7949
0.4192	4.9322	582	0.6725	0.7046	0.6725	0.8200
0.4192	4.9492	584	0.7355	0.6742	0.7355	0.8576
0.4192	4.9661	586	0.7603	0.6538	0.7603	0.8719
0.4192	4.9831	588	0.7383	0.6838	0.7383	0.8593
0.4192	5.0	590	0.7126	0.6680	0.7126	0.8441
0.4192	5.0169	592	0.6896	0.6838	0.6896	0.8304
0.4192	5.0339	594	0.6694	0.6788	0.6694	0.8181
0.4192	5.0508	596	0.6732	0.6788	0.6732	0.8205
0.4192	5.0678	598	0.6826	0.6624	0.6826	0.8262
0.4192	5.0847	600	0.7139	0.6549	0.7139	0.8449
0.4192	5.1017	602	0.7477	0.6594	0.7477	0.8647
0.4192	5.1186	604	0.7603	0.6457	0.7603	0.8720
0.4192	5.1356	606	0.7073	0.6601	0.7073	0.8410
0.4192	5.1525	608	0.6458	0.6899	0.6458	0.8036
0.4192	5.1695	610	0.6155	0.7253	0.6155	0.7846
0.4192	5.1864	612	0.6055	0.7407	0.6055	0.7782
0.4192	5.2034	614	0.6057	0.7364	0.6057	0.7783
0.4192	5.2203	616	0.5920	0.7410	0.5920	0.7694
0.4192	5.2373	618	0.5875	0.7427	0.5875	0.7665
0.4192	5.2542	620	0.5769	0.7443	0.5769	0.7595
0.4192	5.2712	622	0.5804	0.7396	0.5804	0.7618
0.4192	5.2881	624	0.5770	0.7443	0.5770	0.7596
0.4192	5.3051	626	0.5739	0.7515	0.5739	0.7575
0.4192	5.3220	628	0.5735	0.7399	0.5735	0.7573
0.4192	5.3390	630	0.5752	0.7321	0.5752	0.7584
0.4192	5.3559	632	0.5853	0.7443	0.5853	0.7651
0.4192	5.3729	634	0.6157	0.7074	0.6157	0.7846
0.4192	5.3898	636	0.6226	0.7203	0.6226	0.7891
0.4192	5.4068	638	0.6070	0.7382	0.6070	0.7791
0.4192	5.4237	640	0.5902	0.7370	0.5902	0.7682
0.4192	5.4407	642	0.5756	0.7449	0.5756	0.7587
0.4192	5.4576	644	0.5817	0.7527	0.5817	0.7627
0.4192	5.4746	646	0.5947	0.7292	0.5947	0.7711
0.4192	5.4915	648	0.5984	0.7286	0.5984	0.7736
0.4192	5.5085	650	0.6143	0.7203	0.6143	0.7837
0.4192	5.5254	652	0.6293	0.7175	0.6293	0.7933
0.4192	5.5424	654	0.6411	0.7153	0.6411	0.8007
0.4192	5.5593	656	0.6452	0.7153	0.6452	0.8032
0.4192	5.5763	658	0.6344	0.7153	0.6344	0.7965
0.4192	5.5932	660	0.6204	0.7181	0.6204	0.7877
0.4192	5.6102	662	0.6078	0.7203	0.6078	0.7796
0.4192	5.6271	664	0.6076	0.7292	0.6076	0.7795
0.4192	5.6441	666	0.6169	0.7203	0.6169	0.7854
0.4192	5.6610	668	0.6336	0.7380	0.6336	0.7960
0.4192	5.6780	670	0.6275	0.7341	0.6275	0.7921
0.4192	5.6949	672	0.6078	0.7218	0.6078	0.7796
0.4192	5.7119	674	0.6009	0.7155	0.6009	0.7752
0.4192	5.7288	676	0.5893	0.7091	0.5893	0.7677
0.4192	5.7458	678	0.5772	0.7226	0.5772	0.7597
0.4192	5.7627	680	0.5749	0.7321	0.5749	0.7582
0.4192	5.7797	682	0.5743	0.7321	0.5743	0.7578
0.4192	5.7966	684	0.5747	0.7303	0.5747	0.7581
0.4192	5.8136	686	0.5776	0.7210	0.5776	0.7600
0.4192	5.8305	688	0.5844	0.7196	0.5844	0.7645
0.4192	5.8475	690	0.6021	0.7226	0.6021	0.7759
0.4192	5.8644	692	0.6007	0.7441	0.6007	0.7750
0.4192	5.8814	694	0.5814	0.7365	0.5814	0.7625
0.4192	5.8983	696	0.5673	0.7367	0.5673	0.7532
0.4192	5.9153	698	0.5636	0.7329	0.5636	0.7508
0.4192	5.9322	700	0.5588	0.7333	0.5588	0.7475
0.4192	5.9492	702	0.5637	0.7261	0.5637	0.7508
0.4192	5.9661	704	0.5843	0.7164	0.5843	0.7644
0.4192	5.9831	706	0.5883	0.7164	0.5883	0.7670
0.4192	6.0	708	0.5870	0.7203	0.5870	0.7661
0.4192	6.0169	710	0.5856	0.7143	0.5856	0.7652
0.4192	6.0339	712	0.5901	0.7226	0.5901	0.7681
0.4192	6.0508	714	0.6110	0.7181	0.6110	0.7816
0.4192	6.0678	716	0.6421	0.7323	0.6421	0.8013
0.4192	6.0847	718	0.6780	0.7169	0.6780	0.8234
0.4192	6.1017	720	0.6947	0.6941	0.6947	0.8335
0.4192	6.1186	722	0.6731	0.7145	0.6731	0.8204
0.4192	6.1356	724	0.6352	0.7111	0.6352	0.7970
0.4192	6.1525	726	0.6167	0.7102	0.6167	0.7853
0.4192	6.1695	728	0.6198	0.7102	0.6198	0.7873
0.4192	6.1864	730	0.6217	0.7136	0.6217	0.7885
0.4192	6.2034	732	0.6308	0.7017	0.6308	0.7943
0.4192	6.2203	734	0.6572	0.7096	0.6572	0.8107
0.4192	6.2373	736	0.6893	0.7049	0.6893	0.8303
0.4192	6.2542	738	0.7135	0.6705	0.7135	0.8447
0.4192	6.2712	740	0.7308	0.6705	0.7308	0.8549
0.4192	6.2881	742	0.7133	0.6713	0.7133	0.8446
0.4192	6.3051	744	0.6798	0.6954	0.6798	0.8245
0.4192	6.3220	746	0.6553	0.7158	0.6553	0.8095
0.4192	6.3390	748	0.6347	0.7096	0.6347	0.7967
0.4192	6.3559	750	0.6246	0.7209	0.6246	0.7903
0.4192	6.3729	752	0.6238	0.7237	0.6238	0.7898
0.4192	6.3898	754	0.6137	0.7237	0.6137	0.7834
0.4192	6.4068	756	0.6133	0.7237	0.6133	0.7831
0.4192	6.4237	758	0.6106	0.7253	0.6106	0.7814
0.4192	6.4407	760	0.6074	0.7296	0.6074	0.7793
0.4192	6.4576	762	0.6082	0.7252	0.6082	0.7799
0.4192	6.4746	764	0.5982	0.7274	0.5982	0.7734
0.4192	6.4915	766	0.5856	0.7331	0.5856	0.7652
0.4192	6.5085	768	0.5782	0.7337	0.5782	0.7604
0.4192	6.5254	770	0.5812	0.7314	0.5812	0.7624
0.4192	6.5424	772	0.5942	0.7436	0.5942	0.7709
0.4192	6.5593	774	0.6120	0.7242	0.6120	0.7823
0.4192	6.5763	776	0.6509	0.7269	0.6509	0.8068
0.4192	6.5932	778	0.6714	0.7248	0.6714	0.8194
0.4192	6.6102	780	0.6847	0.7117	0.6847	0.8275
0.4192	6.6271	782	0.6961	0.6948	0.6961	0.8343
0.4192	6.6441	784	0.6944	0.7005	0.6944	0.8333
0.4192	6.6610	786	0.6617	0.7131	0.6617	0.8135
0.4192	6.6780	788	0.6277	0.7141	0.6277	0.7923
0.4192	6.6949	790	0.6032	0.7015	0.6032	0.7767
0.4192	6.7119	792	0.5902	0.7081	0.5902	0.7682
0.4192	6.7288	794	0.5768	0.7319	0.5768	0.7595
0.4192	6.7458	796	0.5751	0.7353	0.5751	0.7584
0.4192	6.7627	798	0.5844	0.7353	0.5844	0.7644
0.4192	6.7797	800	0.5955	0.7413	0.5955	0.7717
0.4192	6.7966	802	0.6000	0.7396	0.6000	0.7746
0.4192	6.8136	804	0.6013	0.7396	0.6013	0.7754
0.4192	6.8305	806	0.6070	0.7287	0.6070	0.7791
0.4192	6.8475	808	0.6011	0.7095	0.6011	0.7753
0.4192	6.8644	810	0.5864	0.7181	0.5864	0.7657
0.4192	6.8814	812	0.5739	0.7308	0.5739	0.7576
0.4192	6.8983	814	0.5654	0.7304	0.5654	0.7519
0.4192	6.9153	816	0.5631	0.7287	0.5631	0.7504
0.4192	6.9322	818	0.5654	0.7348	0.5654	0.7519
0.4192	6.9492	820	0.5705	0.7428	0.5705	0.7553
0.4192	6.9661	822	0.5752	0.7320	0.5752	0.7584
0.4192	6.9831	824	0.5856	0.7233	0.5856	0.7653
0.4192	7.0	826	0.5876	0.7248	0.5876	0.7666
0.4192	7.0169	828	0.5832	0.7370	0.5832	0.7637
0.4192	7.0339	830	0.5789	0.7370	0.5789	0.7608
0.4192	7.0508	832	0.5843	0.7370	0.5843	0.7644
0.4192	7.0678	834	0.5929	0.7067	0.5929	0.7700
0.4192	7.0847	836	0.5988	0.7081	0.5988	0.7738
0.4192	7.1017	838	0.6049	0.7081	0.6049	0.7778
0.4192	7.1186	840	0.6009	0.7081	0.6009	0.7752
0.4192	7.1356	842	0.5930	0.7188	0.5930	0.7700
0.4192	7.1525	844	0.5851	0.7172	0.5851	0.7649
0.4192	7.1695	846	0.5739	0.7240	0.5739	0.7576
0.4192	7.1864	848	0.5631	0.7408	0.5631	0.7504
0.4192	7.2034	850	0.5584	0.7455	0.5584	0.7473
0.4192	7.2203	852	0.5560	0.7455	0.5560	0.7457
0.4192	7.2373	854	0.5560	0.7455	0.5560	0.7457
0.4192	7.2542	856	0.5600	0.7360	0.5600	0.7483
0.4192	7.2712	858	0.5726	0.7319	0.5726	0.7567
0.4192	7.2881	860	0.6000	0.7313	0.6000	0.7746
0.4192	7.3051	862	0.6354	0.7164	0.6354	0.7971
0.4192	7.3220	864	0.6412	0.7225	0.6412	0.8008
0.4192	7.3390	866	0.6289	0.7164	0.6289	0.7930
0.4192	7.3559	868	0.6164	0.7395	0.6164	0.7851
0.4192	7.3729	870	0.5901	0.7418	0.5901	0.7682
0.4192	7.3898	872	0.5598	0.7308	0.5598	0.7482
0.4192	7.4068	874	0.5412	0.7360	0.5412	0.7357
0.4192	7.4237	876	0.5375	0.7363	0.5375	0.7332
0.4192	7.4407	878	0.5396	0.7504	0.5396	0.7346
0.4192	7.4576	880	0.5378	0.7457	0.5378	0.7334
0.4192	7.4746	882	0.5350	0.7399	0.5350	0.7314
0.4192	7.4915	884	0.5368	0.7427	0.5368	0.7327
0.4192	7.5085	886	0.5481	0.7308	0.5481	0.7404
0.4192	7.5254	888	0.5595	0.7341	0.5595	0.7480
0.4192	7.5424	890	0.5704	0.7441	0.5704	0.7553
0.4192	7.5593	892	0.5775	0.7284	0.5775	0.7599
0.4192	7.5763	894	0.5800	0.7214	0.5800	0.7616
0.4192	7.5932	896	0.5843	0.7237	0.5843	0.7644
0.4192	7.6102	898	0.5894	0.7237	0.5894	0.7678
0.4192	7.6271	900	0.5948	0.7166	0.5948	0.7712
0.4192	7.6441	902	0.5854	0.7067	0.5854	0.7651
0.4192	7.6610	904	0.5725	0.7133	0.5725	0.7566
0.4192	7.6780	906	0.5629	0.7140	0.5629	0.7503
0.4192	7.6949	908	0.5581	0.7211	0.5581	0.7471
0.4192	7.7119	910	0.5499	0.7427	0.5499	0.7416
0.4192	7.7288	912	0.5459	0.7361	0.5459	0.7388
0.4192	7.7458	914	0.5459	0.7367	0.5459	0.7389
0.4192	7.7627	916	0.5506	0.7337	0.5506	0.7420
0.4192	7.7797	918	0.5527	0.7404	0.5527	0.7434
0.4192	7.7966	920	0.5539	0.7420	0.5539	0.7443
0.4192	7.8136	922	0.5573	0.7414	0.5573	0.7465
0.4192	7.8305	924	0.5582	0.7474	0.5582	0.7472
0.4192	7.8475	926	0.5578	0.7474	0.5578	0.7469
0.4192	7.8644	928	0.5612	0.7364	0.5612	0.7491
0.4192	7.8814	930	0.5705	0.7380	0.5705	0.7553
0.4192	7.8983	932	0.5918	0.7351	0.5918	0.7693
0.4192	7.9153	934	0.6099	0.7255	0.6099	0.7810
0.4192	7.9322	936	0.6316	0.7125	0.6316	0.7947
0.4192	7.9492	938	0.6512	0.6788	0.6512	0.8069
0.4192	7.9661	940	0.6693	0.6890	0.6693	0.8181
0.4192	7.9831	942	0.6791	0.6890	0.6791	0.8241
0.4192	8.0	944	0.6861	0.6845	0.6861	0.8283
0.4192	8.0169	946	0.6850	0.6852	0.6850	0.8277
0.4192	8.0339	948	0.6772	0.6852	0.6772	0.8229
0.4192	8.0508	950	0.6587	0.6897	0.6587	0.8116
0.4192	8.0678	952	0.6431	0.7114	0.6431	0.8019
0.4192	8.0847	954	0.6223	0.7268	0.6223	0.7889
0.4192	8.1017	956	0.6106	0.7268	0.6106	0.7814
0.4192	8.1186	958	0.6045	0.7268	0.6045	0.7775
0.4192	8.1356	960	0.6024	0.7268	0.6024	0.7761
0.4192	8.1525	962	0.6025	0.7268	0.6025	0.7762
0.4192	8.1695	964	0.6083	0.7268	0.6083	0.7799
0.4192	8.1864	966	0.6112	0.7164	0.6112	0.7818
0.4192	8.2034	968	0.6176	0.7225	0.6176	0.7859
0.4192	8.2203	970	0.6280	0.7225	0.6280	0.7925
0.4192	8.2373	972	0.6457	0.7042	0.6457	0.8036
0.4192	8.2542	974	0.6656	0.7042	0.6656	0.8158
0.4192	8.2712	976	0.6804	0.6898	0.6804	0.8248
0.4192	8.2881	978	0.6879	0.6898	0.6879	0.8294
0.4192	8.3051	980	0.6858	0.6898	0.6858	0.8281
0.4192	8.3220	982	0.6648	0.7042	0.6648	0.8153
0.4192	8.3390	984	0.6424	0.7042	0.6424	0.8015
0.4192	8.3559	986	0.6199	0.7351	0.6200	0.7874
0.4192	8.3729	988	0.6065	0.7504	0.6065	0.7788
0.4192	8.3898	990	0.5987	0.7449	0.5987	0.7738
0.4192	8.4068	992	0.6006	0.7504	0.6006	0.7750
0.4192	8.4237	994	0.5997	0.7504	0.5997	0.7744
0.4192	8.4407	996	0.6027	0.7504	0.6027	0.7763
0.4192	8.4576	998	0.6050	0.7504	0.6050	0.7778
0.0709	8.4746	1000	0.6114	0.7268	0.6114	0.7819
0.0709	8.4915	1002	0.6117	0.7268	0.6117	0.7821
0.0709	8.5085	1004	0.6147	0.7268	0.6147	0.7840
0.0709	8.5254	1006	0.6212	0.7329	0.6212	0.7881
0.0709	8.5424	1008	0.6283	0.7144	0.6283	0.7927
0.0709	8.5593	1010	0.6355	0.7144	0.6355	0.7972
0.0709	8.5763	1012	0.6355	0.7210	0.6355	0.7972
0.0709	8.5932	1014	0.6284	0.7394	0.6284	0.7927
0.0709	8.6102	1016	0.6169	0.7394	0.6169	0.7854
0.0709	8.6271	1018	0.6053	0.7379	0.6053	0.7780
0.0709	8.6441	1020	0.6023	0.7379	0.6023	0.7761
0.0709	8.6610	1022	0.5978	0.7274	0.5978	0.7732
0.0709	8.6780	1024	0.5984	0.7230	0.5984	0.7736
0.0709	8.6949	1026	0.6050	0.7268	0.6050	0.7778
0.0709	8.7119	1028	0.6116	0.7268	0.6116	0.7821
0.0709	8.7288	1030	0.6171	0.7268	0.6171	0.7855
0.0709	8.7458	1032	0.6190	0.7268	0.6190	0.7867
0.0709	8.7627	1034	0.6181	0.7268	0.6181	0.7862
0.0709	8.7797	1036	0.6129	0.7268	0.6129	0.7829
0.0709	8.7966	1038	0.6002	0.7268	0.6002	0.7747
0.0709	8.8136	1040	0.5858	0.7230	0.5858	0.7654
0.0709	8.8305	1042	0.5752	0.7296	0.5752	0.7584
0.0709	8.8475	1044	0.5703	0.7386	0.5703	0.7552
0.0709	8.8644	1046	0.5720	0.7401	0.5720	0.7563
0.0709	8.8814	1048	0.5794	0.7274	0.5794	0.7612
0.0709	8.8983	1050	0.5921	0.7230	0.5921	0.7695
0.0709	8.9153	1052	0.6097	0.7268	0.6097	0.7809
0.0709	8.9322	1054	0.6261	0.7219	0.6261	0.7913
0.0709	8.9492	1056	0.6339	0.7036	0.6339	0.7962
0.0709	8.9661	1058	0.6375	0.7036	0.6375	0.7984
0.0709	8.9831	1060	0.6349	0.7036	0.6349	0.7968
0.0709	9.0	1062	0.6283	0.7219	0.6283	0.7927
0.0709	9.0169	1064	0.6234	0.7323	0.6234	0.7896
0.0709	9.0339	1066	0.6159	0.7307	0.6159	0.7848
0.0709	9.0508	1068	0.6094	0.7268	0.6094	0.7807
0.0709	9.0678	1070	0.6026	0.7230	0.6026	0.7763
0.0709	9.0847	1072	0.5944	0.7230	0.5944	0.7710
0.0709	9.1017	1074	0.5859	0.7274	0.5859	0.7654
0.0709	9.1186	1076	0.5777	0.7274	0.5777	0.7601
0.0709	9.1356	1078	0.5735	0.7296	0.5735	0.7573
0.0709	9.1525	1080	0.5715	0.7296	0.5715	0.7560
0.0709	9.1695	1082	0.5719	0.7296	0.5719	0.7563
0.0709	9.1864	1084	0.5740	0.7296	0.5740	0.7576
0.0709	9.2034	1086	0.5784	0.7274	0.5784	0.7605
0.0709	9.2203	1088	0.5837	0.7274	0.5837	0.7640
0.0709	9.2373	1090	0.5908	0.7274	0.5908	0.7687
0.0709	9.2542	1092	0.5965	0.7230	0.5965	0.7724
0.0709	9.2712	1094	0.6036	0.7268	0.6036	0.7769
0.0709	9.2881	1096	0.6120	0.7268	0.6120	0.7823
0.0709	9.3051	1098	0.6144	0.7224	0.6144	0.7838
0.0709	9.3220	1100	0.6193	0.7224	0.6193	0.7870
0.0709	9.3390	1102	0.6230	0.7224	0.6230	0.7893
0.0709	9.3559	1104	0.6244	0.7224	0.6244	0.7902
0.0709	9.3729	1106	0.6247	0.7224	0.6247	0.7904
0.0709	9.3898	1108	0.6229	0.7224	0.6229	0.7893
0.0709	9.4068	1110	0.6190	0.7224	0.6190	0.7867
0.0709	9.4237	1112	0.6142	0.7268	0.6142	0.7837
0.0709	9.4407	1114	0.6116	0.7268	0.6116	0.7820
0.0709	9.4576	1116	0.6076	0.7268	0.6076	0.7795
0.0709	9.4746	1118	0.6033	0.7268	0.6033	0.7768
0.0709	9.4915	1120	0.6011	0.7268	0.6011	0.7753
0.0709	9.5085	1122	0.5976	0.7230	0.5976	0.7730
0.0709	9.5254	1124	0.5922	0.7274	0.5922	0.7695
0.0709	9.5424	1126	0.5861	0.7274	0.5861	0.7656
0.0709	9.5593	1128	0.5810	0.7296	0.5810	0.7623
0.0709	9.5763	1130	0.5773	0.7296	0.5773	0.7598
0.0709	9.5932	1132	0.5752	0.7235	0.5752	0.7584
0.0709	9.6102	1134	0.5749	0.7364	0.5749	0.7582
0.0709	9.6271	1136	0.5753	0.7364	0.5753	0.7585
0.0709	9.6441	1138	0.5768	0.7296	0.5768	0.7595
0.0709	9.6610	1140	0.5785	0.7280	0.5785	0.7606
0.0709	9.6780	1142	0.5811	0.7259	0.5811	0.7623
0.0709	9.6949	1144	0.5846	0.7274	0.5846	0.7646
0.0709	9.7119	1146	0.5873	0.7274	0.5873	0.7664
0.0709	9.7288	1148	0.5898	0.7274	0.5898	0.7680
0.0709	9.7458	1150	0.5913	0.7274	0.5913	0.7690
0.0709	9.7627	1152	0.5925	0.7274	0.5925	0.7698
0.0709	9.7797	1154	0.5937	0.7274	0.5937	0.7705
0.0709	9.7966	1156	0.5951	0.7274	0.5951	0.7714
0.0709	9.8136	1158	0.5968	0.7274	0.5968	0.7725
0.0709	9.8305	1160	0.5985	0.7274	0.5985	0.7736
0.0709	9.8475	1162	0.5996	0.7274	0.5996	0.7743
0.0709	9.8644	1164	0.6005	0.7274	0.6005	0.7749
0.0709	9.8814	1166	0.6014	0.7274	0.6014	0.7755
0.0709	9.8983	1168	0.6026	0.7274	0.6026	0.7763
0.0709	9.9153	1170	0.6029	0.7274	0.6029	0.7765
0.0709	9.9322	1172	0.6032	0.7274	0.6032	0.7767
0.0709	9.9492	1174	0.6034	0.7274	0.6034	0.7768
0.0709	9.9661	1176	0.6034	0.7274	0.6034	0.7768
0.0709	9.9831	1178	0.6033	0.7274	0.6033	0.7767
0.0709	10.0	1180	0.6033	0.7274	0.6033	0.7767

Framework versions

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