ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k15_task7_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: 0.5291
• Qwk: 0.5286
• Mse: 0.5291
• Rmse: 0.7274

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0263	2	2.6596	-0.0702	2.6596	1.6308
No log	0.0526	4	1.2866	0.0750	1.2866	1.1343
No log	0.0789	6	1.1797	-0.1255	1.1797	1.0862
No log	0.1053	8	1.0784	-0.0128	1.0784	1.0384
No log	0.1316	10	1.1796	-0.0079	1.1796	1.0861
No log	0.1579	12	1.2098	-0.0145	1.2098	1.0999
No log	0.1842	14	1.1388	0.0548	1.1388	1.0672
No log	0.2105	16	1.0736	0.0272	1.0736	1.0361
No log	0.2368	18	1.1777	-0.0316	1.1777	1.0852
No log	0.2632	20	0.9871	0.0501	0.9871	0.9935
No log	0.2895	22	0.8113	0.0679	0.8113	0.9007
No log	0.3158	24	0.8461	0.1103	0.8461	0.9199
No log	0.3421	26	0.8401	0.1416	0.8401	0.9166
No log	0.3684	28	0.7880	0.2085	0.7880	0.8877
No log	0.3947	30	0.7496	0.2218	0.7496	0.8658
No log	0.4211	32	0.7679	0.1904	0.7679	0.8763
No log	0.4474	34	0.8196	0.1660	0.8196	0.9053
No log	0.4737	36	0.8115	0.1558	0.8115	0.9008
No log	0.5	38	0.7934	0.1884	0.7934	0.8907
No log	0.5263	40	0.7981	0.1498	0.7981	0.8933
No log	0.5526	42	0.8023	0.2270	0.8023	0.8957
No log	0.5789	44	0.7981	0.0717	0.7981	0.8934
No log	0.6053	46	0.8091	0.0410	0.8091	0.8995
No log	0.6316	48	0.8223	0.0026	0.8223	0.9068
No log	0.6579	50	0.7925	-0.0054	0.7925	0.8902
No log	0.6842	52	0.7808	-0.0079	0.7808	0.8836
No log	0.7105	54	0.7728	0.1139	0.7728	0.8791
No log	0.7368	56	0.8067	0.0426	0.8067	0.8981
No log	0.7632	58	0.8310	0.0940	0.8310	0.9116
No log	0.7895	60	0.7810	0.0026	0.7810	0.8837
No log	0.8158	62	0.7313	-0.0054	0.7313	0.8552
No log	0.8421	64	0.7445	0.0	0.7445	0.8629
No log	0.8684	66	0.7357	0.0428	0.7357	0.8577
No log	0.8947	68	0.7241	0.0717	0.7241	0.8510
No log	0.9211	70	0.7449	0.1508	0.7449	0.8631
No log	0.9474	72	0.7842	0.1133	0.7842	0.8855
No log	0.9737	74	0.8988	0.2073	0.8988	0.9480
No log	1.0	76	1.0440	0.1288	1.0440	1.0218
No log	1.0263	78	1.0546	0.1288	1.0546	1.0269
No log	1.0526	80	0.9880	0.1309	0.9880	0.9940
No log	1.0789	82	0.8346	0.1315	0.8346	0.9136
No log	1.1053	84	0.8545	0.1660	0.8545	0.9244
No log	1.1316	86	0.8467	0.1218	0.8467	0.9201
No log	1.1579	88	0.7709	0.2607	0.7709	0.8780
No log	1.1842	90	0.7736	0.1918	0.7736	0.8796
No log	1.2105	92	0.7494	0.1752	0.7494	0.8657
No log	1.2368	94	0.7328	0.2537	0.7328	0.8561
No log	1.2632	96	0.7659	0.1365	0.7659	0.8751
No log	1.2895	98	0.9897	0.1304	0.9897	0.9948
No log	1.3158	100	1.1389	0.1262	1.1389	1.0672
No log	1.3421	102	1.0108	0.2559	1.0108	1.0054
No log	1.3684	104	0.8821	0.2066	0.8821	0.9392
No log	1.3947	106	0.7479	0.1580	0.7479	0.8648
No log	1.4211	108	0.7148	0.2407	0.7148	0.8455
No log	1.4474	110	0.7123	0.1972	0.7123	0.8440
No log	1.4737	112	0.7047	0.1050	0.7047	0.8395
No log	1.5	114	0.7470	0.1327	0.7470	0.8643
No log	1.5263	116	0.8195	0.2526	0.8195	0.9053
No log	1.5526	118	0.8473	0.2181	0.8473	0.9205
No log	1.5789	120	0.8381	0.1786	0.8381	0.9155
No log	1.6053	122	0.7718	0.1633	0.7718	0.8785
No log	1.6316	124	0.7430	0.0717	0.7430	0.8620
No log	1.6579	126	0.7353	0.0717	0.7353	0.8575
No log	1.6842	128	0.7645	0.1660	0.7645	0.8744
No log	1.7105	130	1.0054	0.1599	1.0054	1.0027
No log	1.7368	132	1.0916	0.1843	1.0916	1.0448
No log	1.7632	134	0.8417	0.2408	0.8417	0.9174
No log	1.7895	136	0.7070	0.1489	0.7070	0.8408
No log	1.8158	138	0.7141	0.2027	0.7141	0.8450
No log	1.8421	140	0.7069	0.2345	0.7069	0.8408
No log	1.8684	142	0.7067	0.1723	0.7067	0.8407
No log	1.8947	144	0.7732	0.1500	0.7732	0.8793
No log	1.9211	146	0.9506	0.2787	0.9506	0.9750
No log	1.9474	148	1.0118	0.2784	1.0118	1.0059
No log	1.9737	150	0.9190	0.3129	0.9190	0.9586
No log	2.0	152	0.7862	0.1889	0.7862	0.8867
No log	2.0263	154	0.6956	0.2386	0.6956	0.8340
No log	2.0526	156	0.7184	0.3369	0.7184	0.8476
No log	2.0789	158	0.6798	0.3352	0.6798	0.8245
No log	2.1053	160	0.6649	0.3158	0.6649	0.8154
No log	2.1316	162	0.7954	0.3827	0.7954	0.8918
No log	2.1579	164	0.9292	0.2164	0.9292	0.9640
No log	2.1842	166	0.7883	0.2612	0.7883	0.8878
No log	2.2105	168	0.6477	0.2509	0.6477	0.8048
No log	2.2368	170	0.6576	0.3123	0.6576	0.8109
No log	2.2632	172	0.6539	0.2890	0.6539	0.8086
No log	2.2895	174	0.6397	0.2572	0.6397	0.7998
No log	2.3158	176	0.6378	0.2353	0.6378	0.7986
No log	2.3421	178	0.6089	0.2916	0.6089	0.7803
No log	2.3684	180	0.5893	0.3502	0.5893	0.7676
No log	2.3947	182	0.5963	0.4384	0.5963	0.7722
No log	2.4211	184	0.6262	0.3860	0.6262	0.7913
No log	2.4474	186	0.6849	0.3961	0.6849	0.8276
No log	2.4737	188	0.6326	0.3417	0.6326	0.7953
No log	2.5	190	0.6027	0.3863	0.6027	0.7764
No log	2.5263	192	0.6151	0.2751	0.6151	0.7843
No log	2.5526	194	0.6337	0.4020	0.6337	0.7961
No log	2.5789	196	0.6398	0.3141	0.6398	0.7999
No log	2.6053	198	0.6787	0.2842	0.6787	0.8238
No log	2.6316	200	0.7640	0.3174	0.7640	0.8741
No log	2.6579	202	0.7362	0.3302	0.7362	0.8580
No log	2.6842	204	0.6665	0.2815	0.6665	0.8164
No log	2.7105	206	0.6739	0.2950	0.6739	0.8209
No log	2.7368	208	0.7079	0.4664	0.7079	0.8414
No log	2.7632	210	0.7059	0.4576	0.7059	0.8402
No log	2.7895	212	0.6273	0.4076	0.6273	0.7921
No log	2.8158	214	0.5964	0.4001	0.5964	0.7723
No log	2.8421	216	0.5862	0.4027	0.5862	0.7656
No log	2.8684	218	0.5924	0.4547	0.5924	0.7697
No log	2.8947	220	0.6203	0.4112	0.6203	0.7876
No log	2.9211	222	0.6391	0.4512	0.6391	0.7994
No log	2.9474	224	0.6087	0.5107	0.6087	0.7802
No log	2.9737	226	0.5644	0.3811	0.5644	0.7513
No log	3.0	228	0.6311	0.4997	0.6311	0.7944
No log	3.0263	230	0.6919	0.4747	0.6919	0.8318
No log	3.0526	232	0.6554	0.4789	0.6554	0.8096
No log	3.0789	234	0.6350	0.3982	0.6350	0.7969
No log	3.1053	236	0.5959	0.4036	0.5959	0.7720
No log	3.1316	238	0.6183	0.4100	0.6183	0.7863
No log	3.1579	240	0.6320	0.3688	0.6320	0.7950
No log	3.1842	242	0.5884	0.3701	0.5884	0.7671
No log	3.2105	244	0.5744	0.4052	0.5744	0.7579
No log	3.2368	246	0.5667	0.3651	0.5667	0.7528
No log	3.2632	248	0.5741	0.3883	0.5741	0.7577
No log	3.2895	250	0.5615	0.3859	0.5615	0.7493
No log	3.3158	252	0.5531	0.3906	0.5531	0.7437
No log	3.3421	254	0.5521	0.4091	0.5521	0.7430
No log	3.3684	256	0.6118	0.4409	0.6118	0.7822
No log	3.3947	258	0.7186	0.4450	0.7186	0.8477
No log	3.4211	260	0.6888	0.4592	0.6888	0.8300
No log	3.4474	262	0.5801	0.4872	0.5801	0.7617
No log	3.4737	264	0.5637	0.4638	0.5637	0.7508
No log	3.5	266	0.5849	0.4824	0.5849	0.7648
No log	3.5263	268	0.6431	0.5175	0.6431	0.8020
No log	3.5526	270	0.6170	0.5152	0.6170	0.7855
No log	3.5789	272	0.5735	0.4806	0.5735	0.7573
No log	3.6053	274	0.5746	0.4118	0.5746	0.7580
No log	3.6316	276	0.5708	0.4098	0.5708	0.7555
No log	3.6579	278	0.5705	0.4514	0.5705	0.7553
No log	3.6842	280	0.5723	0.4639	0.5723	0.7565
No log	3.7105	282	0.6009	0.4524	0.6009	0.7752
No log	3.7368	284	0.5794	0.4354	0.5794	0.7612
No log	3.7632	286	0.5934	0.5061	0.5934	0.7703
No log	3.7895	288	0.6117	0.4678	0.6117	0.7821
No log	3.8158	290	0.5749	0.4575	0.5749	0.7583
No log	3.8421	292	0.5818	0.4801	0.5818	0.7628
No log	3.8684	294	0.6385	0.5243	0.6385	0.7991
No log	3.8947	296	0.6015	0.4703	0.6015	0.7756
No log	3.9211	298	0.5472	0.4441	0.5472	0.7397
No log	3.9474	300	0.5733	0.4635	0.5733	0.7572
No log	3.9737	302	0.5595	0.4262	0.5595	0.7480
No log	4.0	304	0.5426	0.4077	0.5426	0.7366
No log	4.0263	306	0.5317	0.4929	0.5317	0.7292
No log	4.0526	308	0.5289	0.4929	0.5289	0.7273
No log	4.0789	310	0.5316	0.4681	0.5316	0.7291
No log	4.1053	312	0.5608	0.5171	0.5608	0.7489
No log	4.1316	314	0.5532	0.4697	0.5532	0.7438
No log	4.1579	316	0.5334	0.5457	0.5334	0.7303
No log	4.1842	318	0.5762	0.4933	0.5762	0.7591
No log	4.2105	320	0.5844	0.5206	0.5844	0.7645
No log	4.2368	322	0.5651	0.5632	0.5651	0.7517
No log	4.2632	324	0.5571	0.5061	0.5571	0.7464
No log	4.2895	326	0.5638	0.4613	0.5638	0.7509
No log	4.3158	328	0.5939	0.5291	0.5939	0.7707
No log	4.3421	330	0.5763	0.5254	0.5763	0.7591
No log	4.3684	332	0.5709	0.4864	0.5709	0.7556
No log	4.3947	334	0.5627	0.4642	0.5627	0.7502
No log	4.4211	336	0.6075	0.4703	0.6075	0.7794
No log	4.4474	338	0.6597	0.4531	0.6597	0.8122
No log	4.4737	340	0.5938	0.4864	0.5938	0.7706
No log	4.5	342	0.5288	0.5831	0.5288	0.7272
No log	4.5263	344	0.5753	0.5471	0.5753	0.7585
No log	4.5526	346	0.5720	0.5656	0.5720	0.7563
No log	4.5789	348	0.5294	0.5323	0.5294	0.7276
No log	4.6053	350	0.6163	0.4550	0.6163	0.7850
No log	4.6316	352	0.6763	0.4457	0.6763	0.8223
No log	4.6579	354	0.5963	0.4929	0.5963	0.7722
No log	4.6842	356	0.5216	0.5488	0.5216	0.7222
No log	4.7105	358	0.6052	0.5013	0.6052	0.7779
No log	4.7368	360	0.6323	0.5298	0.6323	0.7952
No log	4.7632	362	0.5491	0.4945	0.5491	0.7410
No log	4.7895	364	0.5474	0.5708	0.5474	0.7398
No log	4.8158	366	0.6906	0.5508	0.6906	0.8310
No log	4.8421	368	0.6885	0.4943	0.6885	0.8298
No log	4.8684	370	0.5664	0.5271	0.5664	0.7526
No log	4.8947	372	0.5119	0.5488	0.5119	0.7155
No log	4.9211	374	0.5611	0.5028	0.5611	0.7491
No log	4.9474	376	0.6685	0.4868	0.6685	0.8176
No log	4.9737	378	0.6732	0.4811	0.6732	0.8205
No log	5.0	380	0.6171	0.4851	0.6171	0.7855
No log	5.0263	382	0.5364	0.4973	0.5364	0.7324
No log	5.0526	384	0.5374	0.5218	0.5374	0.7331
No log	5.0789	386	0.5551	0.5655	0.5551	0.7451
No log	5.1053	388	0.5562	0.5289	0.5562	0.7458
No log	5.1316	390	0.5705	0.5373	0.5705	0.7553
No log	5.1579	392	0.5811	0.4379	0.5811	0.7623
No log	5.1842	394	0.5997	0.5093	0.5997	0.7744
No log	5.2105	396	0.6357	0.5357	0.6357	0.7973
No log	5.2368	398	0.6219	0.5357	0.6219	0.7886
No log	5.2632	400	0.5847	0.5093	0.5847	0.7647
No log	5.2895	402	0.5734	0.5093	0.5734	0.7572
No log	5.3158	404	0.5538	0.5373	0.5538	0.7442
No log	5.3421	406	0.5661	0.4274	0.5661	0.7524
No log	5.3684	408	0.5556	0.5152	0.5556	0.7454
No log	5.3947	410	0.5527	0.5460	0.5527	0.7434
No log	5.4211	412	0.5679	0.5226	0.5679	0.7536
No log	5.4474	414	0.5810	0.5357	0.5810	0.7623
No log	5.4737	416	0.5580	0.5965	0.5580	0.7470
No log	5.5	418	0.5430	0.5440	0.5430	0.7369
No log	5.5263	420	0.5584	0.5246	0.5584	0.7473
No log	5.5526	422	0.5726	0.4466	0.5726	0.7567
No log	5.5789	424	0.5767	0.4406	0.5767	0.7594
No log	5.6053	426	0.5546	0.5782	0.5546	0.7447
No log	5.6316	428	0.5575	0.5883	0.5575	0.7467
No log	5.6579	430	0.5579	0.5042	0.5579	0.7469
No log	5.6842	432	0.5661	0.4762	0.5661	0.7524
No log	5.7105	434	0.5638	0.5304	0.5638	0.7508
No log	5.7368	436	0.5629	0.5289	0.5629	0.7503
No log	5.7632	438	0.5538	0.5732	0.5538	0.7442
No log	5.7895	440	0.5488	0.5361	0.5488	0.7408
No log	5.8158	442	0.5537	0.5092	0.5537	0.7441
No log	5.8421	444	0.5537	0.5483	0.5537	0.7441
No log	5.8684	446	0.5344	0.5399	0.5344	0.7310
No log	5.8947	448	0.5464	0.5283	0.5464	0.7392
No log	5.9211	450	0.5456	0.5283	0.5456	0.7386
No log	5.9474	452	0.5588	0.5498	0.5588	0.7475
No log	5.9737	454	0.5205	0.5702	0.5205	0.7214
No log	6.0	456	0.5025	0.4914	0.5025	0.7089
No log	6.0263	458	0.5054	0.5053	0.5054	0.7109
No log	6.0526	460	0.4804	0.5831	0.4804	0.6931
No log	6.0789	462	0.4749	0.6060	0.4749	0.6892
No log	6.1053	464	0.4709	0.5565	0.4709	0.6862
No log	6.1316	466	0.4716	0.5577	0.4716	0.6867
No log	6.1579	468	0.4724	0.5965	0.4724	0.6873
No log	6.1842	470	0.4645	0.5379	0.4645	0.6815
No log	6.2105	472	0.4708	0.5965	0.4708	0.6862
No log	6.2368	474	0.4985	0.6317	0.4985	0.7060
No log	6.2632	476	0.5671	0.5751	0.5671	0.7530
No log	6.2895	478	0.5447	0.5553	0.5447	0.7381
No log	6.3158	480	0.5050	0.6114	0.5050	0.7107
No log	6.3421	482	0.5142	0.5895	0.5142	0.7171
No log	6.3684	484	0.5653	0.5567	0.5653	0.7519
No log	6.3947	486	0.5612	0.5751	0.5612	0.7491
No log	6.4211	488	0.4926	0.6032	0.4926	0.7019
No log	6.4474	490	0.5064	0.4875	0.5064	0.7116
No log	6.4737	492	0.5784	0.4753	0.5784	0.7605
No log	6.5	494	0.5604	0.5111	0.5604	0.7486
No log	6.5263	496	0.5321	0.4634	0.5321	0.7295
No log	6.5526	498	0.5722	0.4346	0.5722	0.7564
0.424	6.5789	500	0.5912	0.3124	0.5912	0.7689
0.424	6.6053	502	0.5443	0.5442	0.5443	0.7378
0.424	6.6316	504	0.5015	0.5470	0.5015	0.7081
0.424	6.6579	506	0.4899	0.5927	0.4899	0.6999
0.424	6.6842	508	0.5000	0.5367	0.5000	0.7071
0.424	6.7105	510	0.5013	0.5367	0.5013	0.7080
0.424	6.7368	512	0.5287	0.5403	0.5287	0.7271
0.424	6.7632	514	0.5307	0.5403	0.5307	0.7285
0.424	6.7895	516	0.5846	0.5219	0.5846	0.7646
0.424	6.8158	518	0.6297	0.5190	0.6297	0.7935
0.424	6.8421	520	0.6005	0.5133	0.6005	0.7749
0.424	6.8684	522	0.5220	0.5583	0.5220	0.7225
0.424	6.8947	524	0.4881	0.6132	0.4881	0.6987
0.424	6.9211	526	0.4700	0.6129	0.4700	0.6856
0.424	6.9474	528	0.4706	0.6156	0.4706	0.6860
0.424	6.9737	530	0.4782	0.6255	0.4782	0.6915
0.424	7.0	532	0.5038	0.6183	0.5038	0.7098
0.424	7.0263	534	0.4966	0.6448	0.4966	0.7047
0.424	7.0526	536	0.4999	0.6001	0.4999	0.7071
0.424	7.0789	538	0.5133	0.6001	0.5133	0.7165
0.424	7.1053	540	0.5256	0.5782	0.5256	0.7250
0.424	7.1316	542	0.5266	0.6001	0.5266	0.7257
0.424	7.1579	544	0.5152	0.5422	0.5152	0.7178
0.424	7.1842	546	0.5456	0.4795	0.5456	0.7387
0.424	7.2105	548	0.5634	0.5111	0.5634	0.7506
0.424	7.2368	550	0.5240	0.5307	0.5240	0.7239
0.424	7.2632	552	0.5244	0.5970	0.5244	0.7242
0.424	7.2895	554	0.6016	0.5152	0.6016	0.7757
0.424	7.3158	556	0.7057	0.4768	0.7057	0.8400
0.424	7.3421	558	0.6769	0.5131	0.6769	0.8227
0.424	7.3684	560	0.5704	0.5428	0.5704	0.7553
0.424	7.3947	562	0.5766	0.5601	0.5766	0.7593
0.424	7.4211	564	0.6356	0.5448	0.6356	0.7972
0.424	7.4474	566	0.6033	0.5265	0.6033	0.7767
0.424	7.4737	568	0.5238	0.5473	0.5238	0.7237
0.424	7.5	570	0.5197	0.5904	0.5197	0.7209
0.424	7.5263	572	0.5803	0.4672	0.5803	0.7618
0.424	7.5526	574	0.5850	0.4892	0.5850	0.7649
0.424	7.5789	576	0.5175	0.5796	0.5175	0.7194
0.424	7.6053	578	0.4846	0.5836	0.4846	0.6961
0.424	7.6316	580	0.5544	0.5597	0.5544	0.7446
0.424	7.6579	582	0.6168	0.4409	0.6168	0.7853
0.424	7.6842	584	0.5754	0.4835	0.5754	0.7585
0.424	7.7105	586	0.4881	0.6067	0.4881	0.6987
0.424	7.7368	588	0.4668	0.6370	0.4668	0.6832
0.424	7.7632	590	0.5589	0.5168	0.5589	0.7476
0.424	7.7895	592	0.6040	0.5073	0.6040	0.7772
0.424	7.8158	594	0.6018	0.5450	0.6018	0.7757
0.424	7.8421	596	0.5487	0.5212	0.5487	0.7407
0.424	7.8684	598	0.4978	0.5747	0.4978	0.7056
0.424	7.8947	600	0.4732	0.6125	0.4732	0.6879
0.424	7.9211	602	0.5094	0.5254	0.5094	0.7137
0.424	7.9474	604	0.5161	0.5166	0.5161	0.7184
0.424	7.9737	606	0.4921	0.5455	0.4921	0.7015
0.424	8.0	608	0.4766	0.5800	0.4766	0.6904
0.424	8.0263	610	0.4911	0.5617	0.4911	0.7008
0.424	8.0526	612	0.4919	0.5617	0.4919	0.7013
0.424	8.0789	614	0.4795	0.5703	0.4795	0.6924
0.424	8.1053	616	0.5102	0.5184	0.5102	0.7143
0.424	8.1316	618	0.5413	0.4929	0.5413	0.7357
0.424	8.1579	620	0.5215	0.4929	0.5215	0.7222
0.424	8.1842	622	0.4829	0.5396	0.4829	0.6949
0.424	8.2105	624	0.5287	0.6114	0.5287	0.7271
0.424	8.2368	626	0.5784	0.5706	0.5784	0.7605
0.424	8.2632	628	0.5998	0.5650	0.5998	0.7745
0.424	8.2895	630	0.5656	0.5970	0.5656	0.7521
0.424	8.3158	632	0.5532	0.5970	0.5532	0.7437
0.424	8.3421	634	0.5298	0.5915	0.5298	0.7279
0.424	8.3684	636	0.5327	0.5672	0.5327	0.7299
0.424	8.3947	638	0.5359	0.4742	0.5359	0.7320
0.424	8.4211	640	0.5399	0.4724	0.5399	0.7348
0.424	8.4474	642	0.5508	0.4724	0.5508	0.7421
0.424	8.4737	644	0.5377	0.4515	0.5377	0.7333
0.424	8.5	646	0.5327	0.4970	0.5327	0.7299
0.424	8.5263	648	0.5169	0.4613	0.5169	0.7190
0.424	8.5526	650	0.5109	0.5114	0.5109	0.7148
0.424	8.5789	652	0.5101	0.5379	0.5101	0.7142
0.424	8.6053	654	0.5076	0.5522	0.5076	0.7125
0.424	8.6316	656	0.5059	0.5596	0.5059	0.7113
0.424	8.6579	658	0.4990	0.5522	0.4990	0.7064
0.424	8.6842	660	0.4972	0.5042	0.4972	0.7051
0.424	8.7105	662	0.5012	0.5042	0.5012	0.7080
0.424	8.7368	664	0.5046	0.5042	0.5046	0.7103
0.424	8.7632	666	0.5083	0.5133	0.5083	0.7129
0.424	8.7895	668	0.5058	0.4526	0.5058	0.7112
0.424	8.8158	670	0.5082	0.4526	0.5082	0.7129
0.424	8.8421	672	0.5131	0.4898	0.5131	0.7163
0.424	8.8684	674	0.5326	0.5098	0.5326	0.7298
0.424	8.8947	676	0.5205	0.5397	0.5205	0.7215
0.424	8.9211	678	0.5120	0.5286	0.5120	0.7155
0.424	8.9474	680	0.5144	0.5505	0.5144	0.7172
0.424	8.9737	682	0.5248	0.5341	0.5248	0.7244
0.424	9.0	684	0.5326	0.4889	0.5326	0.7298
0.424	9.0263	686	0.5333	0.5109	0.5333	0.7302
0.424	9.0526	688	0.5340	0.5782	0.5340	0.7307
0.424	9.0789	690	0.5659	0.4997	0.5659	0.7523
0.424	9.1053	692	0.6086	0.4952	0.6086	0.7802
0.424	9.1316	694	0.6222	0.4463	0.6222	0.7888
0.424	9.1579	696	0.6097	0.4087	0.6097	0.7808
0.424	9.1842	698	0.5717	0.3603	0.5717	0.7561
0.424	9.2105	700	0.5907	0.4396	0.5907	0.7686
0.424	9.2368	702	0.6190	0.4247	0.6190	0.7868
0.424	9.2632	704	0.6291	0.4218	0.6291	0.7931
0.424	9.2895	706	0.6150	0.4428	0.6150	0.7842
0.424	9.3158	708	0.5859	0.4681	0.5859	0.7654
0.424	9.3421	710	0.5572	0.5003	0.5572	0.7464
0.424	9.3684	712	0.5782	0.4036	0.5782	0.7604
0.424	9.3947	714	0.6551	0.3590	0.6551	0.8094
0.424	9.4211	716	0.6762	0.3264	0.6762	0.8223
0.424	9.4474	718	0.6169	0.3357	0.6169	0.7854
0.424	9.4737	720	0.5645	0.3780	0.5645	0.7513
0.424	9.5	722	0.5434	0.4299	0.5434	0.7372
0.424	9.5263	724	0.5318	0.4829	0.5318	0.7292
0.424	9.5526	726	0.5232	0.5061	0.5232	0.7233
0.424	9.5789	728	0.5160	0.5522	0.5160	0.7184
0.424	9.6053	730	0.5164	0.5522	0.5164	0.7186
0.424	9.6316	732	0.5163	0.5538	0.5163	0.7185
0.424	9.6579	734	0.5129	0.5538	0.5129	0.7162
0.424	9.6842	736	0.5062	0.5600	0.5062	0.7115
0.424	9.7105	738	0.5173	0.5414	0.5173	0.7192
0.424	9.7368	740	0.5265	0.5414	0.5265	0.7256
0.424	9.7632	742	0.5252	0.5414	0.5252	0.7247
0.424	9.7895	744	0.5194	0.5065	0.5194	0.7207
0.424	9.8158	746	0.5172	0.5044	0.5172	0.7191
0.424	9.8421	748	0.5196	0.4591	0.5196	0.7208
0.424	9.8684	750	0.5223	0.4419	0.5223	0.7227
0.424	9.8947	752	0.5211	0.4591	0.5211	0.7219
0.424	9.9211	754	0.5257	0.4829	0.5257	0.7251
0.424	9.9474	756	0.5255	0.5195	0.5255	0.7249
0.424	9.9737	758	0.5354	0.5765	0.5354	0.7317
0.424	10.0	760	0.5382	0.6020	0.5382	0.7336
0.424	10.0263	762	0.5260	0.5656	0.5260	0.7253
0.424	10.0526	764	0.5237	0.5640	0.5237	0.7237
0.424	10.0789	766	0.5337	0.5341	0.5337	0.7306
0.424	10.1053	768	0.5480	0.5115	0.5480	0.7403
0.424	10.1316	770	0.5370	0.4808	0.5370	0.7328
0.424	10.1579	772	0.5277	0.4808	0.5277	0.7264
0.424	10.1842	774	0.5276	0.4660	0.5276	0.7263
0.424	10.2105	776	0.5205	0.5326	0.5205	0.7215
0.424	10.2368	778	0.5135	0.5326	0.5135	0.7166
0.424	10.2632	780	0.5085	0.4953	0.5085	0.7131
0.424	10.2895	782	0.5014	0.5177	0.5014	0.7081
0.424	10.3158	784	0.5031	0.5703	0.5031	0.7093
0.424	10.3421	786	0.4965	0.5640	0.4965	0.7047
0.424	10.3684	788	0.5006	0.5522	0.5006	0.7075
0.424	10.3947	790	0.5022	0.5734	0.5022	0.7087
0.424	10.4211	792	0.5062	0.5677	0.5062	0.7114
0.424	10.4474	794	0.5137	0.6007	0.5137	0.7167
0.424	10.4737	796	0.5199	0.5812	0.5199	0.7210
0.424	10.5	798	0.5177	0.5750	0.5177	0.7195
0.424	10.5263	800	0.5154	0.5677	0.5154	0.7179
0.424	10.5526	802	0.5267	0.5886	0.5267	0.7257
0.424	10.5789	804	0.5229	0.5574	0.5229	0.7231
0.424	10.6053	806	0.5185	0.5488	0.5185	0.7201
0.424	10.6316	808	0.5231	0.5326	0.5231	0.7233
0.424	10.6579	810	0.5242	0.5631	0.5242	0.7240
0.424	10.6842	812	0.5236	0.4837	0.5236	0.7236
0.424	10.7105	814	0.5342	0.4538	0.5342	0.7309
0.424	10.7368	816	0.5489	0.4817	0.5489	0.7409
0.424	10.7632	818	0.5501	0.5343	0.5501	0.7417
0.424	10.7895	820	0.5325	0.5065	0.5325	0.7297
0.424	10.8158	822	0.5155	0.4837	0.5155	0.7180
0.424	10.8421	824	0.5114	0.5671	0.5114	0.7151
0.424	10.8684	826	0.5032	0.5883	0.5032	0.7093
0.424	10.8947	828	0.5034	0.5815	0.5034	0.7095
0.424	10.9211	830	0.5006	0.5815	0.5006	0.7076
0.424	10.9474	832	0.4934	0.5883	0.4934	0.7024
0.424	10.9737	834	0.4923	0.5883	0.4923	0.7017
0.424	11.0	836	0.4925	0.5883	0.4925	0.7018
0.424	11.0263	838	0.5006	0.5404	0.5006	0.7075
0.424	11.0526	840	0.5029	0.5151	0.5029	0.7092
0.424	11.0789	842	0.5082	0.4857	0.5082	0.7129
0.424	11.1053	844	0.5201	0.4448	0.5201	0.7212
0.424	11.1316	846	0.5234	0.4111	0.5234	0.7235
0.424	11.1579	848	0.5366	0.5131	0.5366	0.7325
0.424	11.1842	850	0.5501	0.4684	0.5501	0.7417
0.424	11.2105	852	0.5337	0.5131	0.5337	0.7305
0.424	11.2368	854	0.5080	0.5648	0.5080	0.7128
0.424	11.2632	856	0.5132	0.5765	0.5132	0.7164
0.424	11.2895	858	0.5380	0.5607	0.5380	0.7335
0.424	11.3158	860	0.5292	0.5467	0.5292	0.7275
0.424	11.3421	862	0.5049	0.5970	0.5049	0.7106
0.424	11.3684	864	0.4961	0.6317	0.4961	0.7043
0.424	11.3947	866	0.4973	0.6317	0.4973	0.7052
0.424	11.4211	868	0.4994	0.5800	0.4994	0.7067
0.424	11.4474	870	0.5020	0.5899	0.5020	0.7085
0.424	11.4737	872	0.5033	0.6125	0.5033	0.7095
0.424	11.5	874	0.5011	0.6024	0.5011	0.7079
0.424	11.5263	876	0.5083	0.5868	0.5083	0.7129
0.424	11.5526	878	0.5508	0.4542	0.5508	0.7421
0.424	11.5789	880	0.5916	0.4423	0.5916	0.7691
0.424	11.6053	882	0.6159	0.4353	0.6159	0.7848
0.424	11.6316	884	0.5630	0.4862	0.5630	0.7503
0.424	11.6579	886	0.5164	0.6129	0.5164	0.7186
0.424	11.6842	888	0.5187	0.6242	0.5187	0.7202
0.424	11.7105	890	0.5245	0.6364	0.5245	0.7242
0.424	11.7368	892	0.5168	0.6242	0.5168	0.7189
0.424	11.7632	894	0.5291	0.4660	0.5291	0.7274
0.424	11.7895	896	0.5737	0.4451	0.5737	0.7575
0.424	11.8158	898	0.5978	0.4451	0.5978	0.7731
0.424	11.8421	900	0.5760	0.4451	0.5760	0.7589
0.424	11.8684	902	0.5318	0.3865	0.5318	0.7292
0.424	11.8947	904	0.5303	0.5600	0.5303	0.7282
0.424	11.9211	906	0.5690	0.5554	0.5690	0.7543
0.424	11.9474	908	0.5946	0.5106	0.5946	0.7711
0.424	11.9737	910	0.5787	0.5217	0.5787	0.7607
0.424	12.0	912	0.5438	0.5319	0.5438	0.7375
0.424	12.0263	914	0.5209	0.5815	0.5209	0.7217
0.424	12.0526	916	0.5205	0.5326	0.5205	0.7215
0.424	12.0789	918	0.5182	0.5567	0.5182	0.7199
0.424	12.1053	920	0.5165	0.6125	0.5165	0.7187
0.424	12.1316	922	0.5283	0.6183	0.5283	0.7268
0.424	12.1579	924	0.5217	0.6183	0.5217	0.7223
0.424	12.1842	926	0.5114	0.6255	0.5114	0.7151
0.424	12.2105	928	0.5123	0.6377	0.5123	0.7157
0.424	12.2368	930	0.5253	0.6292	0.5253	0.7248
0.424	12.2632	932	0.5253	0.6210	0.5253	0.7248
0.424	12.2895	934	0.5223	0.5899	0.5223	0.7227
0.424	12.3158	936	0.5226	0.5923	0.5226	0.7229
0.424	12.3421	938	0.5130	0.5697	0.5130	0.7162
0.424	12.3684	940	0.5047	0.6267	0.5047	0.7104
0.424	12.3947	942	0.5251	0.5781	0.5251	0.7246
0.424	12.4211	944	0.5332	0.5571	0.5332	0.7302
0.424	12.4474	946	0.5110	0.5765	0.5110	0.7148
0.424	12.4737	948	0.4923	0.6142	0.4923	0.7016
0.424	12.5	950	0.5096	0.5488	0.5096	0.7139
0.424	12.5263	952	0.5224	0.5682	0.5224	0.7228
0.424	12.5526	954	0.5104	0.5488	0.5104	0.7144
0.424	12.5789	956	0.5059	0.5860	0.5059	0.7113
0.424	12.6053	958	0.4933	0.6142	0.4933	0.7023
0.424	12.6316	960	0.4895	0.5860	0.4895	0.6997
0.424	12.6579	962	0.4935	0.5413	0.4935	0.7025
0.424	12.6842	964	0.5254	0.5455	0.5254	0.7249
0.424	12.7105	966	0.5401	0.5455	0.5401	0.7349
0.424	12.7368	968	0.5636	0.5271	0.5636	0.7507
0.424	12.7632	970	0.5504	0.5036	0.5504	0.7419
0.424	12.7895	972	0.5235	0.5003	0.5235	0.7235
0.424	12.8158	974	0.5070	0.5413	0.5070	0.7120
0.424	12.8421	976	0.5040	0.5640	0.5040	0.7099
0.424	12.8684	978	0.5023	0.5640	0.5023	0.7087
0.424	12.8947	980	0.5052	0.5860	0.5052	0.7108
0.424	12.9211	982	0.5129	0.6073	0.5129	0.7162
0.424	12.9474	984	0.5207	0.6443	0.5207	0.7216
0.424	12.9737	986	0.5427	0.6160	0.5427	0.7367
0.424	13.0	988	0.5499	0.5741	0.5499	0.7415
0.424	13.0263	990	0.5302	0.5687	0.5302	0.7281
0.424	13.0526	992	0.5330	0.5768	0.5330	0.7301
0.424	13.0789	994	0.5284	0.5687	0.5284	0.7269
0.424	13.1053	996	0.5213	0.6129	0.5213	0.7220
0.424	13.1316	998	0.5225	0.5738	0.5225	0.7229
0.0891	13.1579	1000	0.5395	0.5617	0.5395	0.7345
0.0891	13.1842	1002	0.5667	0.5758	0.5667	0.7528
0.0891	13.2105	1004	0.5559	0.5758	0.5559	0.7456
0.0891	13.2368	1006	0.5327	0.5701	0.5327	0.7299
0.0891	13.2632	1008	0.5110	0.6158	0.5110	0.7148
0.0891	13.2895	1010	0.5052	0.5677	0.5052	0.7108
0.0891	13.3158	1012	0.5060	0.6010	0.5060	0.7113
0.0891	13.3421	1014	0.5169	0.5801	0.5169	0.7189
0.0891	13.3684	1016	0.5057	0.6096	0.5057	0.7111
0.0891	13.3947	1018	0.4942	0.6010	0.4942	0.7030
0.0891	13.4211	1020	0.4896	0.5815	0.4896	0.6997
0.0891	13.4474	1022	0.4799	0.5734	0.4799	0.6928
0.0891	13.4737	1024	0.4769	0.6158	0.4769	0.6906
0.0891	13.5	1026	0.4798	0.6446	0.4798	0.6927
0.0891	13.5263	1028	0.4753	0.6254	0.4753	0.6894
0.0891	13.5526	1030	0.4760	0.5734	0.4760	0.6899
0.0891	13.5789	1032	0.4844	0.5600	0.4844	0.6960
0.0891	13.6053	1034	0.4871	0.5361	0.4871	0.6979
0.0891	13.6316	1036	0.4934	0.5170	0.4934	0.7024
0.0891	13.6579	1038	0.5052	0.6171	0.5052	0.7108
0.0891	13.6842	1040	0.5410	0.5712	0.5410	0.7355
0.0891	13.7105	1042	0.5448	0.5677	0.5448	0.7381
0.0891	13.7368	1044	0.5084	0.5897	0.5084	0.7130
0.0891	13.7632	1046	0.4840	0.5522	0.4840	0.6957
0.0891	13.7895	1048	0.4889	0.5522	0.4889	0.6992
0.0891	13.8158	1050	0.4835	0.5522	0.4835	0.6953
0.0891	13.8421	1052	0.4759	0.6142	0.4759	0.6898
0.0891	13.8684	1054	0.5032	0.5897	0.5032	0.7093
0.0891	13.8947	1056	0.5617	0.5544	0.5617	0.7495
0.0891	13.9211	1058	0.5593	0.5544	0.5593	0.7479
0.0891	13.9474	1060	0.5061	0.5897	0.5061	0.7114
0.0891	13.9737	1062	0.4822	0.6142	0.4822	0.6944
0.0891	14.0	1064	0.4991	0.5538	0.4991	0.7065
0.0891	14.0263	1066	0.5008	0.5321	0.5008	0.7077
0.0891	14.0526	1068	0.4932	0.5304	0.4932	0.7023
0.0891	14.0789	1070	0.4856	0.6039	0.4856	0.6968
0.0891	14.1053	1072	0.4969	0.6010	0.4969	0.7049
0.0891	14.1316	1074	0.5081	0.6096	0.5081	0.7128
0.0891	14.1579	1076	0.5074	0.6032	0.5074	0.7123
0.0891	14.1842	1078	0.4862	0.5951	0.4862	0.6973
0.0891	14.2105	1080	0.4851	0.6464	0.4851	0.6965
0.0891	14.2368	1082	0.4874	0.6667	0.4874	0.6982
0.0891	14.2632	1084	0.4847	0.6254	0.4847	0.6962
0.0891	14.2895	1086	0.4900	0.6046	0.4900	0.7000
0.0891	14.3158	1088	0.5015	0.5815	0.5015	0.7081
0.0891	14.3421	1090	0.5076	0.5899	0.5076	0.7125
0.0891	14.3684	1092	0.5093	0.5815	0.5093	0.7136
0.0891	14.3947	1094	0.5219	0.5304	0.5219	0.7224
0.0891	14.4211	1096	0.5271	0.5098	0.5271	0.7260
0.0891	14.4474	1098	0.5312	0.5432	0.5312	0.7288
0.0891	14.4737	1100	0.5274	0.5649	0.5274	0.7262
0.0891	14.5	1102	0.5257	0.5339	0.5257	0.7251
0.0891	14.5263	1104	0.5104	0.5463	0.5104	0.7144
0.0891	14.5526	1106	0.4999	0.5213	0.4999	0.7071
0.0891	14.5789	1108	0.4962	0.5430	0.4962	0.7044
0.0891	14.6053	1110	0.4974	0.5875	0.4974	0.7053
0.0891	14.6316	1112	0.4905	0.5941	0.4905	0.7004
0.0891	14.6579	1114	0.4975	0.5288	0.4975	0.7053
0.0891	14.6842	1116	0.5141	0.5732	0.5141	0.7170
0.0891	14.7105	1118	0.5189	0.5801	0.5189	0.7204
0.0891	14.7368	1120	0.4952	0.5800	0.4952	0.7037
0.0891	14.7632	1122	0.4895	0.5734	0.4895	0.6997
0.0891	14.7895	1124	0.5049	0.5672	0.5049	0.7106
0.0891	14.8158	1126	0.5083	0.5446	0.5083	0.7130
0.0891	14.8421	1128	0.5074	0.5042	0.5074	0.7123
0.0891	14.8684	1130	0.5332	0.6135	0.5332	0.7302
0.0891	14.8947	1132	0.5655	0.5403	0.5655	0.7520
0.0891	14.9211	1134	0.5592	0.5605	0.5592	0.7478
0.0891	14.9474	1136	0.5356	0.5250	0.5356	0.7319
0.0891	14.9737	1138	0.5306	0.5213	0.5306	0.7285
0.0891	15.0	1140	0.5291	0.5286	0.5291	0.7274

Framework versions

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