ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_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: 1.2539
• Qwk: 0.5
• Mse: 1.2539
• Rmse: 1.1198

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	0.0606	2	6.7907	0.0179	6.7907	2.6059
No log	0.1212	4	4.3995	0.1186	4.3995	2.0975
No log	0.1818	6	3.3351	0.0585	3.3351	1.8262
No log	0.2424	8	2.4919	0.1053	2.4919	1.5786
No log	0.3030	10	2.1944	0.1630	2.1944	1.4814
No log	0.3636	12	1.9123	0.1120	1.9123	1.3829
No log	0.4242	14	1.8590	0.3333	1.8590	1.3635
No log	0.4848	16	2.0912	0.2016	2.0912	1.4461
No log	0.5455	18	2.0040	0.1875	2.0040	1.4156
No log	0.6061	20	1.7494	0.2281	1.7494	1.3226
No log	0.6667	22	1.5649	0.1698	1.5649	1.2510
No log	0.7273	24	1.5382	0.1165	1.5382	1.2402
No log	0.7879	26	1.6937	0.1165	1.6937	1.3014
No log	0.8485	28	1.8516	0.2105	1.8516	1.3607
No log	0.9091	30	1.9131	0.3511	1.9131	1.3832
No log	0.9697	32	1.9016	0.3182	1.9016	1.3790
No log	1.0303	34	1.7253	0.4375	1.7253	1.3135
No log	1.0909	36	1.4043	0.2162	1.4043	1.1850
No log	1.1515	38	1.3677	0.2243	1.3677	1.1695
No log	1.2121	40	1.2920	0.3932	1.2920	1.1366
No log	1.2727	42	1.2469	0.3898	1.2469	1.1166
No log	1.3333	44	1.4094	0.3826	1.4094	1.1872
No log	1.3939	46	2.0024	0.1982	2.0024	1.4151
No log	1.4545	48	2.1304	0.1982	2.1304	1.4596
No log	1.5152	50	1.6118	0.3393	1.6118	1.2696
No log	1.5758	52	1.4006	0.3966	1.4006	1.1835
No log	1.6364	54	1.2882	0.4	1.2882	1.1350
No log	1.6970	56	1.4740	0.4122	1.4740	1.2141
No log	1.7576	58	1.3329	0.4127	1.3329	1.1545
No log	1.8182	60	1.3304	0.3509	1.3304	1.1534
No log	1.8788	62	1.9187	0.0734	1.9187	1.3852
No log	1.9394	64	2.3763	-0.0862	2.3763	1.5415
No log	2.0	66	2.5325	-0.0855	2.5325	1.5914
No log	2.0606	68	2.0327	0.0522	2.0327	1.4257
No log	2.1212	70	1.5040	0.2982	1.5040	1.2264
No log	2.1818	72	1.3236	0.3509	1.3236	1.1505
No log	2.2424	74	1.2149	0.4138	1.2149	1.1022
No log	2.3030	76	1.2860	0.4211	1.2860	1.1340
No log	2.3636	78	1.2855	0.4071	1.2855	1.1338
No log	2.4242	80	1.1607	0.4035	1.1607	1.0773
No log	2.4848	82	1.1285	0.4655	1.1285	1.0623
No log	2.5455	84	1.0910	0.5167	1.0910	1.0445
No log	2.6061	86	1.1114	0.5455	1.1114	1.0542
No log	2.6667	88	1.0063	0.5528	1.0063	1.0032
No log	2.7273	90	0.9859	0.6154	0.9859	0.9929
No log	2.7879	92	1.0101	0.5366	1.0101	1.0050
No log	2.8485	94	1.5981	0.3193	1.5981	1.2642
No log	2.9091	96	1.9400	0.1897	1.9400	1.3928
No log	2.9697	98	1.5940	0.2951	1.5940	1.2625
No log	3.0303	100	1.1512	0.5938	1.1512	1.0729
No log	3.0909	102	1.1103	0.6032	1.1103	1.0537
No log	3.1515	104	1.0959	0.5455	1.0959	1.0469
No log	3.2121	106	1.0823	0.5210	1.0823	1.0403
No log	3.2727	108	1.0554	0.56	1.0554	1.0273
No log	3.3333	110	1.0801	0.6015	1.0801	1.0393
No log	3.3939	112	1.2606	0.4853	1.2606	1.1228
No log	3.4545	114	1.3111	0.4818	1.3111	1.1450
No log	3.5152	116	1.1511	0.4640	1.1511	1.0729
No log	3.5758	118	1.1653	0.4098	1.1653	1.0795
No log	3.6364	120	1.1576	0.3898	1.1576	1.0759
No log	3.6970	122	1.0676	0.5312	1.0676	1.0332
No log	3.7576	124	1.0438	0.5344	1.0438	1.0217
No log	3.8182	126	1.2000	0.5522	1.2000	1.0955
No log	3.8788	128	1.2280	0.5564	1.2280	1.1081
No log	3.9394	130	1.2267	0.5538	1.2267	1.1076
No log	4.0	132	1.3498	0.4961	1.3498	1.1618
No log	4.0606	134	1.2178	0.5714	1.2178	1.1036
No log	4.1212	136	1.0950	0.5574	1.0950	1.0464
No log	4.1818	138	1.2060	0.5574	1.2060	1.0982
No log	4.2424	140	1.3943	0.4882	1.3943	1.1808
No log	4.3030	142	1.5305	0.4496	1.5305	1.2371
No log	4.3636	144	1.4770	0.4296	1.4770	1.2153
No log	4.4242	146	1.3939	0.4493	1.3939	1.1806
No log	4.4848	148	1.0828	0.5344	1.0828	1.0406
No log	4.5455	150	1.0551	0.5714	1.0551	1.0272
No log	4.6061	152	1.3852	0.5	1.3852	1.1770
No log	4.6667	154	1.6894	0.3946	1.6894	1.2998
No log	4.7273	156	1.4682	0.4895	1.4682	1.2117
No log	4.7879	158	1.0304	0.5512	1.0304	1.0151
No log	4.8485	160	0.9285	0.6316	0.9285	0.9636
No log	4.9091	162	0.9645	0.5625	0.9645	0.9821
No log	4.9697	164	1.2949	0.4741	1.2949	1.1379
No log	5.0303	166	1.6069	0.4493	1.6069	1.2676
No log	5.0909	168	1.4896	0.4493	1.4896	1.2205
No log	5.1515	170	1.2568	0.4848	1.2568	1.1211
No log	5.2121	172	1.2262	0.5000	1.2262	1.1073
No log	5.2727	174	1.3053	0.4923	1.3053	1.1425
No log	5.3333	176	1.3208	0.4923	1.3208	1.1493
No log	5.3939	178	1.4211	0.4412	1.4211	1.1921
No log	5.4545	180	1.5103	0.4143	1.5103	1.2289
No log	5.5152	182	1.4972	0.4173	1.4972	1.2236
No log	5.5758	184	1.3249	0.4380	1.3249	1.1510
No log	5.6364	186	1.4443	0.4173	1.4443	1.2018
No log	5.6970	188	1.6527	0.4	1.6527	1.2856
No log	5.7576	190	1.5999	0.4	1.5999	1.2649
No log	5.8182	192	1.3166	0.4812	1.3166	1.1474
No log	5.8788	194	1.1373	0.4918	1.1373	1.0664
No log	5.9394	196	1.1510	0.4370	1.1510	1.0729
No log	6.0	198	1.2358	0.5366	1.2358	1.1117
No log	6.0606	200	1.4145	0.3910	1.4145	1.1893
No log	6.1212	202	1.4079	0.3971	1.4079	1.1866
No log	6.1818	204	1.2413	0.5496	1.2413	1.1141
No log	6.2424	206	1.1160	0.5920	1.1160	1.0564
No log	6.3030	208	1.1128	0.5920	1.1128	1.0549
No log	6.3636	210	1.1259	0.5528	1.1259	1.0611
No log	6.4242	212	1.0969	0.5289	1.0969	1.0473
No log	6.4848	214	1.0521	0.5620	1.0521	1.0257
No log	6.5455	216	1.0223	0.4786	1.0223	1.0111
No log	6.6061	218	0.9757	0.5042	0.9757	0.9878
No log	6.6667	220	1.0316	0.5891	1.0316	1.0157
No log	6.7273	222	1.3767	0.4672	1.3767	1.1733
No log	6.7879	224	1.4444	0.4672	1.4444	1.2018
No log	6.8485	226	1.2571	0.5	1.2571	1.1212
No log	6.9091	228	1.0218	0.6061	1.0218	1.0108
No log	6.9697	230	0.9833	0.5692	0.9833	0.9916
No log	7.0303	232	1.0306	0.5692	1.0306	1.0152
No log	7.0909	234	1.2713	0.5	1.2713	1.1275
No log	7.1515	236	1.4279	0.4559	1.4279	1.1949
No log	7.2121	238	1.2678	0.4818	1.2678	1.1260
No log	7.2727	240	1.0019	0.5496	1.0019	1.0009
No log	7.3333	242	0.9691	0.5581	0.9691	0.9844
No log	7.3939	244	1.0213	0.5354	1.0213	1.0106
No log	7.4545	246	1.2131	0.5496	1.2131	1.1014
No log	7.5152	248	1.4307	0.4741	1.4307	1.1961
No log	7.5758	250	1.3832	0.4741	1.3832	1.1761
No log	7.6364	252	1.2153	0.5564	1.2153	1.1024
No log	7.6970	254	1.0395	0.5354	1.0395	1.0195
No log	7.7576	256	1.0266	0.5161	1.0266	1.0132
No log	7.8182	258	1.1168	0.5271	1.1168	1.0568
No log	7.8788	260	1.3382	0.4672	1.3382	1.1568
No log	7.9394	262	1.4699	0.4672	1.4699	1.2124
No log	8.0	264	1.3923	0.4672	1.3923	1.1800
No log	8.0606	266	1.2045	0.5606	1.2045	1.0975
No log	8.1212	268	1.1886	0.5778	1.1886	1.0902
No log	8.1818	270	1.3377	0.5401	1.3377	1.1566
No log	8.2424	272	1.5897	0.4143	1.5897	1.2608
No log	8.3030	274	1.5130	0.4493	1.5130	1.2301
No log	8.3636	276	1.2393	0.5735	1.2393	1.1133
No log	8.4242	278	0.9982	0.5827	0.9982	0.9991
No log	8.4848	280	0.9604	0.5781	0.9604	0.9800
No log	8.5455	282	0.9673	0.5203	0.9673	0.9835
No log	8.6061	284	1.0344	0.5736	1.0344	1.0171
No log	8.6667	286	1.4089	0.5109	1.4089	1.1870
No log	8.7273	288	1.7662	0.3235	1.7662	1.3290
No log	8.7879	290	1.6702	0.4255	1.6702	1.2923
No log	8.8485	292	1.3031	0.5147	1.3031	1.1416
No log	8.9091	294	1.0368	0.5556	1.0368	1.0182
No log	8.9697	296	1.0109	0.5645	1.0109	1.0055
No log	9.0303	298	1.0673	0.5691	1.0673	1.0331
No log	9.0909	300	1.1657	0.5760	1.1657	1.0797
No log	9.1515	302	1.1849	0.5873	1.1849	1.0885
No log	9.2121	304	1.1564	0.5691	1.1564	1.0754
No log	9.2727	306	1.1497	0.5873	1.1497	1.0722
No log	9.3333	308	1.1390	0.5669	1.1390	1.0673
No log	9.3939	310	1.1896	0.5581	1.1896	1.0907
No log	9.4545	312	1.1572	0.5581	1.1572	1.0758
No log	9.5152	314	1.1247	0.5736	1.1247	1.0605
No log	9.5758	316	1.1300	0.5469	1.1300	1.0630
No log	9.6364	318	1.2103	0.5231	1.2103	1.1001
No log	9.6970	320	1.2861	0.5414	1.2861	1.1341
No log	9.7576	322	1.2383	0.5414	1.2383	1.1128
No log	9.8182	324	1.1015	0.5781	1.1015	1.0495
No log	9.8788	326	0.9607	0.6	0.9607	0.9802
No log	9.9394	328	0.9362	0.6	0.9362	0.9676
No log	10.0	330	0.9805	0.6015	0.9805	0.9902
No log	10.0606	332	1.0631	0.6061	1.0631	1.0311
No log	10.1212	334	1.1642	0.5778	1.1642	1.0790
No log	10.1818	336	1.2438	0.5839	1.2438	1.1152
No log	10.2424	338	1.2757	0.5882	1.2757	1.1295
No log	10.3030	340	1.1759	0.6260	1.1759	1.0844
No log	10.3636	342	1.1166	0.5691	1.1166	1.0567
No log	10.4242	344	1.1239	0.4915	1.1239	1.0601
No log	10.4848	346	1.1257	0.55	1.1257	1.0610
No log	10.5455	348	1.1379	0.5873	1.1379	1.0667
No log	10.6061	350	1.1868	0.5649	1.1868	1.0894
No log	10.6667	352	1.1427	0.5758	1.1427	1.0690
No log	10.7273	354	0.9815	0.6260	0.9815	0.9907
No log	10.7879	356	0.9480	0.6364	0.9480	0.9737
No log	10.8485	358	1.0660	0.5882	1.0660	1.0325
No log	10.9091	360	1.2807	0.5481	1.2807	1.1317
No log	10.9697	362	1.3877	0.5147	1.3877	1.1780
No log	11.0303	364	1.4565	0.4818	1.4565	1.2068
No log	11.0909	366	1.3291	0.5147	1.3291	1.1529
No log	11.1515	368	1.0866	0.5736	1.0866	1.0424
No log	11.2121	370	0.9573	0.5846	0.9573	0.9784
No log	11.2727	372	0.9379	0.6061	0.9379	0.9685
No log	11.3333	374	0.9552	0.5846	0.9552	0.9774
No log	11.3939	376	1.1241	0.5564	1.1241	1.0602
No log	11.4545	378	1.2556	0.5147	1.2556	1.1205
No log	11.5152	380	1.2630	0.5333	1.2630	1.1238
No log	11.5758	382	1.1755	0.6047	1.1755	1.0842
No log	11.6364	384	1.0998	0.6032	1.0998	1.0487
No log	11.6970	386	1.0979	0.6032	1.0979	1.0478
No log	11.7576	388	1.1257	0.5920	1.1257	1.0610
No log	11.8182	390	1.2078	0.5984	1.2078	1.0990
No log	11.8788	392	1.2416	0.5581	1.2416	1.1143
No log	11.9394	394	1.2215	0.5581	1.2215	1.1052
No log	12.0	396	1.2100	0.5781	1.2100	1.1000
No log	12.0606	398	1.1691	0.5984	1.1691	1.0813
No log	12.1212	400	1.1083	0.6032	1.1083	1.0528
No log	12.1818	402	1.1120	0.6032	1.1120	1.0545
No log	12.2424	404	1.1899	0.6047	1.1899	1.0908
No log	12.3030	406	1.3780	0.4593	1.3780	1.1739
No log	12.3636	408	1.4662	0.4380	1.4662	1.2109
No log	12.4242	410	1.3759	0.4593	1.3759	1.1730
No log	12.4848	412	1.2341	0.5606	1.2341	1.1109
No log	12.5455	414	1.1534	0.6047	1.1534	1.0740
No log	12.6061	416	1.1380	0.5938	1.1380	1.0668
No log	12.6667	418	1.1557	0.5736	1.1557	1.0751
No log	12.7273	420	1.2582	0.5263	1.2582	1.1217
No log	12.7879	422	1.3569	0.5037	1.3569	1.1649
No log	12.8485	424	1.3841	0.5037	1.3841	1.1765
No log	12.9091	426	1.2389	0.5152	1.2389	1.1131
No log	12.9697	428	1.0858	0.5781	1.0858	1.0420
No log	13.0303	430	1.0798	0.5781	1.0798	1.0391
No log	13.0909	432	1.1143	0.5669	1.1143	1.0556
No log	13.1515	434	1.2026	0.5669	1.2026	1.0966
No log	13.2121	436	1.3559	0.4923	1.3559	1.1644
No log	13.2727	438	1.4388	0.4427	1.4388	1.1995
No log	13.3333	440	1.4340	0.4427	1.4340	1.1975
No log	13.3939	442	1.3462	0.5271	1.3462	1.1603
No log	13.4545	444	1.2382	0.5669	1.2382	1.1128
No log	13.5152	446	1.2065	0.5781	1.2065	1.0984
No log	13.5758	448	1.1947	0.5781	1.1947	1.0930
No log	13.6364	450	1.2240	0.5581	1.2240	1.1063
No log	13.6970	452	1.1597	0.6047	1.1597	1.0769
No log	13.7576	454	1.0849	0.5984	1.0849	1.0416
No log	13.8182	456	1.0349	0.5714	1.0349	1.0173
No log	13.8788	458	0.9862	0.6202	0.9862	0.9931
No log	13.9394	460	0.9244	0.5938	0.9244	0.9614
No log	14.0	462	0.8865	0.5938	0.8865	0.9416
No log	14.0606	464	0.8947	0.5938	0.8947	0.9459
No log	14.1212	466	0.9270	0.6202	0.9270	0.9628
No log	14.1818	468	0.9724	0.6094	0.9724	0.9861
No log	14.2424	470	1.0365	0.6094	1.0365	1.0181
No log	14.3030	472	1.1284	0.6094	1.1284	1.0623
No log	14.3636	474	1.1717	0.6094	1.1717	1.0825
No log	14.4242	476	1.1474	0.5984	1.1474	1.0712
No log	14.4848	478	1.1125	0.5714	1.1125	1.0547
No log	14.5455	480	1.1202	0.6094	1.1202	1.0584
No log	14.6061	482	1.2485	0.5802	1.2485	1.1174
No log	14.6667	484	1.4516	0.4511	1.4516	1.2048
No log	14.7273	486	1.5461	0.3582	1.5461	1.2434
No log	14.7879	488	1.5689	0.3759	1.5689	1.2525
No log	14.8485	490	1.4774	0.4154	1.4774	1.2155
No log	14.9091	492	1.3317	0.5	1.3317	1.1540
No log	14.9697	494	1.2701	0.56	1.2701	1.1270
No log	15.0303	496	1.2713	0.56	1.2713	1.1275
No log	15.0909	498	1.3310	0.4724	1.3310	1.1537
0.37	15.1515	500	1.4840	0.4154	1.4840	1.2182
0.37	15.2121	502	1.6674	0.3556	1.6674	1.2913
0.37	15.2727	504	1.7159	0.3382	1.7159	1.3099
0.37	15.3333	506	1.6300	0.3556	1.6300	1.2767
0.37	15.3939	508	1.4197	0.4341	1.4197	1.1915
0.37	15.4545	510	1.1768	0.5323	1.1768	1.0848
0.37	15.5152	512	1.0862	0.5873	1.0862	1.0422
0.37	15.5758	514	1.0661	0.5873	1.0661	1.0325
0.37	15.6364	516	1.0932	0.5873	1.0932	1.0456
0.37	15.6970	518	1.2027	0.5556	1.2027	1.0967
0.37	15.7576	520	1.3585	0.4462	1.3585	1.1656
0.37	15.8182	522	1.3569	0.4462	1.3569	1.1649
0.37	15.8788	524	1.2687	0.5556	1.2687	1.1264
0.37	15.9394	526	1.2359	0.5556	1.2359	1.1117
0.37	16.0	528	1.2082	0.56	1.2082	1.0992
0.37	16.0606	530	1.2304	0.5323	1.2304	1.1092
0.37	16.1212	532	1.3130	0.528	1.3130	1.1458
0.37	16.1818	534	1.4739	0.4769	1.4739	1.2141
0.37	16.2424	536	1.5202	0.3636	1.5202	1.2329
0.37	16.3030	538	1.4213	0.4496	1.4213	1.1922
0.37	16.3636	540	1.2814	0.5512	1.2814	1.1320
0.37	16.4242	542	1.2352	0.528	1.2352	1.1114
0.37	16.4848	544	1.2425	0.5039	1.2425	1.1147
0.37	16.5455	546	1.3206	0.4844	1.3206	1.1492
0.37	16.6061	548	1.3994	0.4580	1.3994	1.1830
0.37	16.6667	550	1.4249	0.4769	1.4249	1.1937
0.37	16.7273	552	1.5342	0.3910	1.5342	1.2386
0.37	16.7879	554	1.5009	0.4	1.5009	1.2251
0.37	16.8485	556	1.2994	0.5238	1.2994	1.1399
0.37	16.9091	558	1.2187	0.56	1.2187	1.1039
0.37	16.9697	560	1.1840	0.56	1.1840	1.0881
0.37	17.0303	562	1.2237	0.5238	1.2237	1.1062
0.37	17.0909	564	1.2903	0.4844	1.2903	1.1359
0.37	17.1515	566	1.3545	0.4531	1.3545	1.1638
0.37	17.2121	568	1.3943	0.4308	1.3943	1.1808
0.37	17.2727	570	1.3410	0.4531	1.3410	1.1580
0.37	17.3333	572	1.2323	0.4677	1.2323	1.1101
0.37	17.3939	574	1.1996	0.5238	1.1996	1.0953
0.37	17.4545	576	1.1930	0.5512	1.1930	1.0922
0.37	17.5152	578	1.1932	0.5512	1.1932	1.0923
0.37	17.5758	580	1.2332	0.5512	1.2332	1.1105
0.37	17.6364	582	1.2845	0.5512	1.2845	1.1334
0.37	17.6970	584	1.2895	0.5512	1.2895	1.1356
0.37	17.7576	586	1.2318	0.5238	1.2318	1.1099
0.37	17.8182	588	1.1627	0.5484	1.1627	1.0783
0.37	17.8788	590	1.1179	0.5289	1.1179	1.0573
0.37	17.9394	592	1.1060	0.4786	1.1060	1.0517
0.37	18.0	594	1.0855	0.5246	1.0855	1.0419
0.37	18.0606	596	1.1316	0.5556	1.1316	1.0638
0.37	18.1212	598	1.1747	0.5781	1.1747	1.0838
0.37	18.1818	600	1.1807	0.5781	1.1807	1.0866
0.37	18.2424	602	1.1387	0.5781	1.1387	1.0671
0.37	18.3030	604	1.0895	0.5781	1.0895	1.0438
0.37	18.3636	606	1.0482	0.5714	1.0482	1.0238
0.37	18.4242	608	1.0414	0.5760	1.0414	1.0205
0.37	18.4848	610	1.0663	0.5760	1.0663	1.0326
0.37	18.5455	612	1.1432	0.5827	1.1432	1.0692
0.37	18.6061	614	1.2521	0.5781	1.2521	1.1190
0.37	18.6667	616	1.2515	0.5781	1.2515	1.1187
0.37	18.7273	618	1.2127	0.5827	1.2127	1.1012
0.37	18.7879	620	1.2004	0.544	1.2004	1.0956
0.37	18.8485	622	1.1944	0.5484	1.1944	1.0929
0.37	18.9091	624	1.1515	0.5760	1.1515	1.0731
0.37	18.9697	626	1.1119	0.5714	1.1119	1.0544
0.37	19.0303	628	1.0516	0.5714	1.0516	1.0255
0.37	19.0909	630	1.0622	0.5984	1.0622	1.0306
0.37	19.1515	632	1.1268	0.6	1.1268	1.0615
0.37	19.2121	634	1.1365	0.6047	1.1365	1.0661
0.37	19.2727	636	1.0691	0.5984	1.0691	1.0340
0.37	19.3333	638	1.0498	0.5760	1.0498	1.0246
0.37	19.3939	640	1.0669	0.5714	1.0669	1.0329
0.37	19.4545	642	1.0802	0.5714	1.0802	1.0393
0.37	19.5152	644	1.1191	0.544	1.1191	1.0579
0.37	19.5758	646	1.1413	0.5714	1.1413	1.0683
0.37	19.6364	648	1.1660	0.5669	1.1660	1.0798
0.37	19.6970	650	1.1486	0.5669	1.1486	1.0717
0.37	19.7576	652	1.1620	0.5669	1.1620	1.0780
0.37	19.8182	654	1.2290	0.5669	1.2290	1.1086
0.37	19.8788	656	1.3284	0.5692	1.3284	1.1526
0.37	19.9394	658	1.3479	0.5625	1.3479	1.1610
0.37	20.0	660	1.3566	0.5625	1.3566	1.1647
0.37	20.0606	662	1.3327	0.5354	1.3327	1.1544
0.37	20.1212	664	1.3354	0.5581	1.3354	1.1556
0.37	20.1818	666	1.2962	0.5581	1.2962	1.1385
0.37	20.2424	668	1.3057	0.5692	1.3057	1.1427
0.37	20.3030	670	1.2578	0.5846	1.2578	1.1215
0.37	20.3636	672	1.2156	0.5891	1.2156	1.1025
0.37	20.4242	674	1.2556	0.5692	1.2556	1.1206
0.37	20.4848	676	1.2345	0.5736	1.2345	1.1111
0.37	20.5455	678	1.1815	0.5736	1.1815	1.0870
0.37	20.6061	680	1.1588	0.5484	1.1588	1.0765
0.37	20.6667	682	1.1383	0.5484	1.1383	1.0669
0.37	20.7273	684	1.1316	0.5484	1.1316	1.0638
0.37	20.7879	686	1.1487	0.5760	1.1487	1.0718
0.37	20.8485	688	1.1366	0.5873	1.1366	1.0661
0.37	20.9091	690	1.1466	0.5736	1.1466	1.0708
0.37	20.9697	692	1.1661	0.5736	1.1661	1.0799
0.37	21.0303	694	1.1681	0.5736	1.1681	1.0808
0.37	21.0909	696	1.1463	0.5827	1.1463	1.0707
0.37	21.1515	698	1.1432	0.5827	1.1432	1.0692
0.37	21.2121	700	1.1199	0.5827	1.1199	1.0582
0.37	21.2727	702	1.1320	0.5827	1.1320	1.0640
0.37	21.3333	704	1.1676	0.5496	1.1676	1.0805
0.37	21.3939	706	1.1225	0.5781	1.1225	1.0595
0.37	21.4545	708	1.0199	0.5827	1.0199	1.0099
0.37	21.5152	710	0.9932	0.5714	0.9932	0.9966
0.37	21.5758	712	1.0113	0.5714	1.0113	1.0056
0.37	21.6364	714	1.0714	0.5781	1.0714	1.0351
0.37	21.6970	716	1.1129	0.5512	1.1129	1.0549
0.37	21.7576	718	1.1401	0.5512	1.1401	1.0678
0.37	21.8182	720	1.1515	0.544	1.1515	1.0731
0.37	21.8788	722	1.1499	0.5484	1.1499	1.0724
0.37	21.9394	724	1.1582	0.5528	1.1582	1.0762
0.37	22.0	726	1.1643	0.4706	1.1643	1.0790
0.37	22.0606	728	1.1462	0.5289	1.1462	1.0706
0.37	22.1212	730	1.1974	0.544	1.1974	1.0943
0.37	22.1818	732	1.2873	0.5496	1.2873	1.1346
0.37	22.2424	734	1.3674	0.5303	1.3674	1.1694
0.37	22.3030	736	1.3773	0.4776	1.3773	1.1736
0.37	22.3636	738	1.3274	0.5496	1.3274	1.1521
0.37	22.4242	740	1.3202	0.5303	1.3202	1.1490
0.37	22.4848	742	1.2673	0.5538	1.2673	1.1257
0.37	22.5455	744	1.2027	0.544	1.2027	1.0967
0.37	22.6061	746	1.1949	0.5484	1.1949	1.0931
0.37	22.6667	748	1.2331	0.5484	1.2331	1.1104
0.37	22.7273	750	1.2520	0.5484	1.2520	1.1189
0.37	22.7879	752	1.2855	0.5397	1.2855	1.1338
0.37	22.8485	754	1.3233	0.5	1.3233	1.1503
0.37	22.9091	756	1.3047	0.5538	1.3047	1.1422
0.37	22.9697	758	1.2618	0.5397	1.2618	1.1233
0.37	23.0303	760	1.2611	0.5397	1.2611	1.1230
0.37	23.0909	762	1.2844	0.5354	1.2844	1.1333
0.37	23.1515	764	1.3074	0.5271	1.3074	1.1434
0.37	23.2121	766	1.3947	0.5038	1.3947	1.1810
0.37	23.2727	768	1.4519	0.4154	1.4519	1.2049
0.37	23.3333	770	1.5643	0.3788	1.5643	1.2507
0.37	23.3939	772	1.6223	0.3284	1.6223	1.2737
0.37	23.4545	774	1.5746	0.3788	1.5746	1.2548
0.37	23.5152	776	1.4247	0.4769	1.4247	1.1936
0.37	23.5758	778	1.3069	0.5156	1.3069	1.1432
0.37	23.6364	780	1.2400	0.5354	1.2400	1.1135
0.37	23.6970	782	1.2230	0.5354	1.2230	1.1059
0.37	23.7576	784	1.1978	0.5354	1.1978	1.0944
0.37	23.8182	786	1.1955	0.5354	1.1955	1.0934
0.37	23.8788	788	1.2355	0.5156	1.2355	1.1115
0.37	23.9394	790	1.3150	0.5038	1.3150	1.1467
0.37	24.0	792	1.3424	0.4769	1.3424	1.1586
0.37	24.0606	794	1.3085	0.4496	1.3085	1.1439
0.37	24.1212	796	1.2659	0.5161	1.2659	1.1251
0.37	24.1818	798	1.2390	0.5484	1.2390	1.1131
0.37	24.2424	800	1.2053	0.5484	1.2053	1.0979
0.37	24.3030	802	1.1911	0.5484	1.1911	1.0914
0.37	24.3636	804	1.2197	0.5354	1.2197	1.1044
0.37	24.4242	806	1.2793	0.5385	1.2793	1.1311
0.37	24.4848	808	1.3245	0.5496	1.3245	1.1509
0.37	24.5455	810	1.3458	0.5496	1.3458	1.1601
0.37	24.6061	812	1.3401	0.5496	1.3401	1.1576
0.37	24.6667	814	1.2969	0.5496	1.2969	1.1388
0.37	24.7273	816	1.2402	0.5426	1.2402	1.1137
0.37	24.7879	818	1.2498	0.5385	1.2498	1.1180
0.37	24.8485	820	1.2597	0.5496	1.2597	1.1224
0.37	24.9091	822	1.2378	0.5385	1.2378	1.1126
0.37	24.9697	824	1.2268	0.5156	1.2268	1.1076
0.37	25.0303	826	1.2258	0.5156	1.2258	1.1072
0.37	25.0909	828	1.2282	0.5156	1.2282	1.1083
0.37	25.1515	830	1.2366	0.5156	1.2366	1.1120
0.37	25.2121	832	1.2769	0.5156	1.2769	1.1300
0.37	25.2727	834	1.3211	0.5426	1.3211	1.1494
0.37	25.3333	836	1.3308	0.5156	1.3308	1.1536
0.37	25.3939	838	1.2882	0.5156	1.2882	1.1350
0.37	25.4545	840	1.2539	0.5354	1.2539	1.1198
0.37	25.5152	842	1.2369	0.5354	1.2369	1.1122
0.37	25.5758	844	1.2134	0.5397	1.2134	1.1016
0.37	25.6364	846	1.1703	0.544	1.1703	1.0818
0.37	25.6970	848	1.1983	0.5354	1.1983	1.0947
0.37	25.7576	850	1.2133	0.5156	1.2133	1.1015
0.37	25.8182	852	1.1889	0.5354	1.1889	1.0904
0.37	25.8788	854	1.1635	0.5484	1.1635	1.0787
0.37	25.9394	856	1.1297	0.5484	1.1297	1.0629
0.37	26.0	858	1.1155	0.5484	1.1155	1.0562
0.37	26.0606	860	1.1605	0.5354	1.1605	1.0773
0.37	26.1212	862	1.2474	0.5156	1.2474	1.1169
0.37	26.1818	864	1.3176	0.5385	1.3176	1.1479
0.37	26.2424	866	1.3765	0.4848	1.3765	1.1733
0.37	26.3030	868	1.3527	0.4848	1.3527	1.1631
0.37	26.3636	870	1.2342	0.5496	1.2342	1.1109
0.37	26.4242	872	1.1152	0.5354	1.1152	1.0560
0.37	26.4848	874	1.0865	0.5397	1.0865	1.0423
0.37	26.5455	876	1.1005	0.5397	1.1005	1.0491
0.37	26.6061	878	1.1306	0.5354	1.1306	1.0633
0.37	26.6667	880	1.1750	0.5156	1.1750	1.0840
0.37	26.7273	882	1.2074	0.5426	1.2074	1.0988
0.37	26.7879	884	1.1913	0.5426	1.1913	1.0915
0.37	26.8485	886	1.1867	0.5426	1.1867	1.0894
0.37	26.9091	888	1.1546	0.5397	1.1546	1.0745
0.37	26.9697	890	1.1268	0.5484	1.1268	1.0615
0.37	27.0303	892	1.1485	0.5410	1.1485	1.0717
0.37	27.0909	894	1.1721	0.5455	1.1721	1.0826
0.37	27.1515	896	1.1809	0.5410	1.1809	1.0867
0.37	27.2121	898	1.1781	0.5082	1.1781	1.0854
0.37	27.2727	900	1.2151	0.512	1.2151	1.1023
0.37	27.3333	902	1.2587	0.5156	1.2587	1.1219
0.37	27.3939	904	1.3312	0.4961	1.3312	1.1538
0.37	27.4545	906	1.3628	0.5038	1.3628	1.1674
0.37	27.5152	908	1.3709	0.5038	1.3709	1.1709
0.37	27.5758	910	1.3609	0.5038	1.3609	1.1666
0.37	27.6364	912	1.3051	0.5231	1.3051	1.1424
0.37	27.6970	914	1.2940	0.5156	1.2940	1.1376
0.37	27.7576	916	1.2655	0.5156	1.2655	1.1249
0.37	27.8182	918	1.2405	0.5156	1.2405	1.1138
0.37	27.8788	920	1.2371	0.5156	1.2371	1.1122
0.37	27.9394	922	1.2882	0.5271	1.2882	1.1350
0.37	28.0	924	1.3308	0.5231	1.3308	1.1536
0.37	28.0606	926	1.3701	0.4961	1.3701	1.1705
0.37	28.1212	928	1.3690	0.4961	1.3690	1.1700
0.37	28.1818	930	1.3233	0.5271	1.3233	1.1503
0.37	28.2424	932	1.3136	0.5271	1.3136	1.1461
0.37	28.3030	934	1.3289	0.5271	1.3289	1.1528
0.37	28.3636	936	1.2971	0.5271	1.2971	1.1389
0.37	28.4242	938	1.2794	0.5271	1.2794	1.1311
0.37	28.4848	940	1.2355	0.5271	1.2355	1.1115
0.37	28.5455	942	1.2087	0.5271	1.2087	1.0994
0.37	28.6061	944	1.2397	0.5271	1.2397	1.1134
0.37	28.6667	946	1.2977	0.4812	1.2977	1.1391
0.37	28.7273	948	1.3086	0.4545	1.3086	1.1439
0.37	28.7879	950	1.2853	0.5344	1.2853	1.1337
0.37	28.8485	952	1.3050	0.5077	1.3050	1.1424
0.37	28.9091	954	1.3138	0.5077	1.3138	1.1462
0.37	28.9697	956	1.3235	0.4961	1.3235	1.1504
0.37	29.0303	958	1.3235	0.4961	1.3235	1.1504
0.37	29.0909	960	1.3453	0.4961	1.3453	1.1599
0.37	29.1515	962	1.3706	0.4961	1.3706	1.1707
0.37	29.2121	964	1.3564	0.4961	1.3564	1.1646
0.37	29.2727	966	1.3135	0.5	1.3135	1.1461
0.37	29.3333	968	1.2541	0.5	1.2541	1.1199
0.37	29.3939	970	1.2363	0.5	1.2363	1.1119
0.37	29.4545	972	1.1931	0.4724	1.1931	1.0923
0.37	29.5152	974	1.1805	0.4724	1.1805	1.0865
0.37	29.5758	976	1.2081	0.4724	1.2081	1.0992
0.37	29.6364	978	1.2872	0.5	1.2872	1.1346
0.37	29.6970	980	1.3511	0.4724	1.3511	1.1624
0.37	29.7576	982	1.3907	0.4724	1.3907	1.1793
0.37	29.8182	984	1.3818	0.4724	1.3818	1.1755
0.37	29.8788	986	1.3333	0.4724	1.3333	1.1547
0.37	29.9394	988	1.2512	0.5	1.2512	1.1186
0.37	30.0	990	1.1865	0.5271	1.1865	1.0893
0.37	30.0606	992	1.1358	0.5556	1.1358	1.0657
0.37	30.1212	994	1.1250	0.5354	1.1250	1.0607
0.37	30.1818	996	1.1388	0.5271	1.1388	1.0672
0.37	30.2424	998	1.1652	0.5271	1.1652	1.0795
0.0634	30.3030	1000	1.2225	0.5538	1.2225	1.1057
0.0634	30.3636	1002	1.3397	0.4769	1.3397	1.1574
0.0634	30.4242	1004	1.3807	0.3969	1.3807	1.1751
0.0634	30.4848	1006	1.3353	0.4769	1.3353	1.1555
0.0634	30.5455	1008	1.2941	0.5	1.2941	1.1376
0.0634	30.6061	1010	1.2539	0.5	1.2539	1.1198

Framework versions

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