ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_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: 1.2435
• Qwk: 0.4245
• Mse: 1.2435
• Rmse: 1.1151

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	0.0364	2	5.5440	-0.0021	5.5440	2.3546
No log	0.0727	4	3.5760	0.0432	3.5760	1.8910
No log	0.1091	6	2.7016	-0.0836	2.7016	1.6437
No log	0.1455	8	2.2694	-0.0440	2.2694	1.5064
No log	0.1818	10	1.4040	0.1280	1.4040	1.1849
No log	0.2182	12	1.3223	0.2174	1.3223	1.1499
No log	0.2545	14	1.4442	0.1637	1.4442	1.2017
No log	0.2909	16	1.2648	0.1707	1.2648	1.1246
No log	0.3273	18	1.1898	0.1828	1.1898	1.0908
No log	0.3636	20	1.2760	0.1768	1.2760	1.1296
No log	0.4	22	1.2889	0.0787	1.2889	1.1353
No log	0.4364	24	1.2018	0.1002	1.2018	1.0963
No log	0.4727	26	1.1289	0.1625	1.1289	1.0625
No log	0.5091	28	1.1040	0.1933	1.1040	1.0507
No log	0.5455	30	1.0724	0.3171	1.0724	1.0355
No log	0.5818	32	1.0770	0.2954	1.0770	1.0378
No log	0.6182	34	1.2074	0.2446	1.2074	1.0988
No log	0.6545	36	1.1505	0.2681	1.1505	1.0726
No log	0.6909	38	1.0547	0.2649	1.0547	1.0270
No log	0.7273	40	1.0335	0.2498	1.0335	1.0166
No log	0.7636	42	1.1394	0.2132	1.1394	1.0674
No log	0.8	44	1.2868	0.0981	1.2868	1.1344
No log	0.8364	46	1.2424	0.2043	1.2424	1.1146
No log	0.8727	48	1.0828	0.3799	1.0828	1.0406
No log	0.9091	50	1.0315	0.3727	1.0315	1.0157
No log	0.9455	52	1.0185	0.3676	1.0185	1.0092
No log	0.9818	54	1.0245	0.3602	1.0245	1.0122
No log	1.0182	56	1.1113	0.3697	1.1113	1.0542
No log	1.0545	58	1.1022	0.3424	1.1022	1.0498
No log	1.0909	60	1.0964	0.3911	1.0964	1.0471
No log	1.1273	62	0.9341	0.4602	0.9341	0.9665
No log	1.1636	64	0.9170	0.4853	0.9170	0.9576
No log	1.2	66	0.9533	0.4598	0.9533	0.9764
No log	1.2364	68	0.9850	0.4496	0.9850	0.9925
No log	1.2727	70	1.1748	0.4099	1.1748	1.0839
No log	1.3091	72	1.3878	0.3064	1.3878	1.1780
No log	1.3455	74	1.4226	0.3333	1.4226	1.1927
No log	1.3818	76	1.2640	0.3550	1.2640	1.1243
No log	1.4182	78	1.1092	0.3757	1.1092	1.0532
No log	1.4545	80	1.1519	0.3432	1.1519	1.0732
No log	1.4909	82	1.2908	0.2928	1.2908	1.1361
No log	1.5273	84	1.3836	0.2460	1.3836	1.1763
No log	1.5636	86	1.2827	0.3619	1.2827	1.1325
No log	1.6	88	1.1422	0.4218	1.1422	1.0687
No log	1.6364	90	1.1759	0.4004	1.1759	1.0844
No log	1.6727	92	1.3002	0.3911	1.3002	1.1403
No log	1.7091	94	1.2485	0.4352	1.2485	1.1174
No log	1.7455	96	1.2805	0.4370	1.2805	1.1316
No log	1.7818	98	1.3584	0.4079	1.3584	1.1655
No log	1.8182	100	1.2368	0.4024	1.2368	1.1121
No log	1.8545	102	1.2187	0.4731	1.2187	1.1040
No log	1.8909	104	1.1183	0.4829	1.1183	1.0575
No log	1.9273	106	1.0786	0.4989	1.0786	1.0385
No log	1.9636	108	1.1313	0.4820	1.1313	1.0636
No log	2.0	110	1.1178	0.4848	1.1178	1.0573
No log	2.0364	112	1.0581	0.5105	1.0581	1.0287
No log	2.0727	114	1.0492	0.5222	1.0492	1.0243
No log	2.1091	116	1.0360	0.5159	1.0360	1.0178
No log	2.1455	118	1.0440	0.5263	1.0440	1.0218
No log	2.1818	120	1.0427	0.5060	1.0427	1.0211
No log	2.2182	122	1.0084	0.5351	1.0084	1.0042
No log	2.2545	124	1.0575	0.4531	1.0575	1.0284
No log	2.2909	126	1.0461	0.4689	1.0461	1.0228
No log	2.3273	128	1.0471	0.4921	1.0471	1.0233
No log	2.3636	130	1.0087	0.4604	1.0087	1.0043
No log	2.4	132	1.0542	0.4912	1.0542	1.0268
No log	2.4364	134	1.0409	0.4556	1.0409	1.0202
No log	2.4727	136	0.9911	0.5630	0.9911	0.9955
No log	2.5091	138	1.1838	0.4839	1.1838	1.0880
No log	2.5455	140	1.3961	0.3913	1.3961	1.1816
No log	2.5818	142	1.3419	0.3880	1.3419	1.1584
No log	2.6182	144	1.1282	0.4611	1.1282	1.0622
No log	2.6545	146	0.9858	0.5379	0.9858	0.9929
No log	2.6909	148	0.9544	0.5339	0.9544	0.9769
No log	2.7273	150	0.9917	0.4774	0.9917	0.9958
No log	2.7636	152	1.0274	0.5010	1.0274	1.0136
No log	2.8	154	1.0242	0.4745	1.0242	1.0120
No log	2.8364	156	1.0756	0.4605	1.0756	1.0371
No log	2.8727	158	1.0388	0.4485	1.0388	1.0192
No log	2.9091	160	1.0427	0.3509	1.0427	1.0211
No log	2.9455	162	1.0870	0.3501	1.0870	1.0426
No log	2.9818	164	1.1962	0.4216	1.1962	1.0937
No log	3.0182	166	1.1810	0.4463	1.1810	1.0868
No log	3.0545	168	1.0751	0.4529	1.0751	1.0369
No log	3.0909	170	1.0435	0.5257	1.0435	1.0215
No log	3.1273	172	1.0519	0.5272	1.0519	1.0256
No log	3.1636	174	1.1011	0.4747	1.1011	1.0493
No log	3.2	176	1.2703	0.4233	1.2703	1.1271
No log	3.2364	178	1.3281	0.4051	1.3281	1.1524
No log	3.2727	180	1.2311	0.4374	1.2311	1.1096
No log	3.3091	182	1.1620	0.4356	1.1620	1.0779
No log	3.3455	184	1.1222	0.4551	1.1222	1.0594
No log	3.3818	186	1.1145	0.4631	1.1145	1.0557
No log	3.4182	188	1.1380	0.4230	1.1380	1.0668
No log	3.4545	190	1.0977	0.4356	1.0977	1.0477
No log	3.4909	192	1.0728	0.4348	1.0728	1.0358
No log	3.5273	194	1.0633	0.4808	1.0633	1.0312
No log	3.5636	196	1.1079	0.4680	1.1079	1.0526
No log	3.6	198	1.2466	0.3990	1.2466	1.1165
No log	3.6364	200	1.4835	0.3431	1.4835	1.2180
No log	3.6727	202	1.8203	0.3259	1.8203	1.3492
No log	3.7091	204	1.9081	0.3040	1.9081	1.3813
No log	3.7455	206	1.6966	0.3263	1.6966	1.3025
No log	3.7818	208	1.3682	0.3746	1.3682	1.1697
No log	3.8182	210	1.1088	0.3591	1.1088	1.0530
No log	3.8545	212	1.0637	0.3180	1.0637	1.0314
No log	3.8909	214	1.0304	0.3478	1.0304	1.0151
No log	3.9273	216	1.0380	0.3521	1.0380	1.0188
No log	3.9636	218	1.1102	0.4242	1.1102	1.0537
No log	4.0	220	1.1909	0.4259	1.1909	1.0913
No log	4.0364	222	1.1967	0.4432	1.1967	1.0939
No log	4.0727	224	1.2254	0.4139	1.2254	1.1070
No log	4.1091	226	1.2496	0.4210	1.2496	1.1178
No log	4.1455	228	1.2742	0.4159	1.2742	1.1288
No log	4.1818	230	1.2713	0.4342	1.2713	1.1275
No log	4.2182	232	1.2412	0.4342	1.2412	1.1141
No log	4.2545	234	1.1691	0.4524	1.1691	1.0812
No log	4.2909	236	1.0631	0.4473	1.0631	1.0311
No log	4.3273	238	1.0518	0.4448	1.0518	1.0256
No log	4.3636	240	1.1164	0.4578	1.1164	1.0566
No log	4.4	242	1.1114	0.4229	1.1114	1.0542
No log	4.4364	244	1.0745	0.4189	1.0745	1.0366
No log	4.4727	246	1.1093	0.4201	1.1093	1.0532
No log	4.5091	248	1.1784	0.3931	1.1784	1.0855
No log	4.5455	250	1.2486	0.4174	1.2486	1.1174
No log	4.5818	252	1.3627	0.3803	1.3627	1.1673
No log	4.6182	254	1.4718	0.3518	1.4718	1.2132
No log	4.6545	256	1.4043	0.3785	1.4043	1.1850
No log	4.6909	258	1.3282	0.4130	1.3282	1.1525
No log	4.7273	260	1.3037	0.3862	1.3037	1.1418
No log	4.7636	262	1.2251	0.3550	1.2251	1.1068
No log	4.8	264	1.2053	0.3443	1.2053	1.0979
No log	4.8364	266	1.2057	0.4343	1.2057	1.0980
No log	4.8727	268	1.1375	0.4557	1.1375	1.0665
No log	4.9091	270	1.0867	0.4422	1.0867	1.0425
No log	4.9455	272	1.0065	0.4336	1.0065	1.0032
No log	4.9818	274	0.9830	0.4810	0.9830	0.9915
No log	5.0182	276	1.0054	0.5225	1.0054	1.0027
No log	5.0545	278	1.1028	0.4762	1.1028	1.0502
No log	5.0909	280	1.3814	0.4311	1.3814	1.1753
No log	5.1273	282	1.5723	0.3935	1.5723	1.2539
No log	5.1636	284	1.5458	0.3933	1.5458	1.2433
No log	5.2	286	1.3185	0.3793	1.3185	1.1483
No log	5.2364	288	1.0847	0.4838	1.0847	1.0415
No log	5.2727	290	0.9733	0.4600	0.9733	0.9866
No log	5.3091	292	0.9416	0.4326	0.9416	0.9704
No log	5.3455	294	0.9617	0.4367	0.9617	0.9807
No log	5.3818	296	1.0472	0.4750	1.0472	1.0233
No log	5.4182	298	1.1897	0.4661	1.1897	1.0907
No log	5.4545	300	1.3383	0.4091	1.3383	1.1569
No log	5.4909	302	1.2442	0.4872	1.2442	1.1154
No log	5.5273	304	1.1522	0.4762	1.1522	1.0734
No log	5.5636	306	1.1271	0.4810	1.1271	1.0617
No log	5.6	308	1.1314	0.4316	1.1314	1.0637
No log	5.6364	310	1.1227	0.4371	1.1227	1.0596
No log	5.6727	312	1.1531	0.4180	1.1531	1.0738
No log	5.7091	314	1.1500	0.4591	1.1500	1.0724
No log	5.7455	316	1.1360	0.4587	1.1360	1.0658
No log	5.7818	318	1.1013	0.4646	1.1013	1.0494
No log	5.8182	320	1.0660	0.5041	1.0660	1.0325
No log	5.8545	322	1.0771	0.4573	1.0771	1.0378
No log	5.8909	324	1.1876	0.4044	1.1876	1.0898
No log	5.9273	326	1.3415	0.3872	1.3415	1.1582
No log	5.9636	328	1.4084	0.3910	1.4084	1.1867
No log	6.0	330	1.4276	0.3910	1.4276	1.1948
No log	6.0364	332	1.2799	0.3721	1.2799	1.1313
No log	6.0727	334	1.1516	0.4582	1.1516	1.0731
No log	6.1091	336	1.0488	0.4570	1.0488	1.0241
No log	6.1455	338	1.0130	0.4725	1.0130	1.0065
No log	6.1818	340	1.0317	0.4734	1.0317	1.0157
No log	6.2182	342	1.0389	0.4765	1.0389	1.0193
No log	6.2545	344	1.0356	0.4688	1.0356	1.0176
No log	6.2909	346	1.0526	0.4857	1.0526	1.0260
No log	6.3273	348	1.0648	0.4564	1.0648	1.0319
No log	6.3636	350	1.0333	0.4505	1.0333	1.0165
No log	6.4	352	0.9900	0.5031	0.9900	0.9950
No log	6.4364	354	0.9850	0.4884	0.9850	0.9925
No log	6.4727	356	0.9908	0.5189	0.9908	0.9954
No log	6.5091	358	0.9969	0.5166	0.9969	0.9985
No log	6.5455	360	0.9702	0.5365	0.9702	0.9850
No log	6.5818	362	0.9197	0.5522	0.9197	0.9590
No log	6.6182	364	0.8673	0.5472	0.8673	0.9313
No log	6.6545	366	0.8489	0.5348	0.8489	0.9213
No log	6.6909	368	0.8563	0.5200	0.8563	0.9254
No log	6.7273	370	0.8698	0.5251	0.8698	0.9326
No log	6.7636	372	0.8949	0.5591	0.8949	0.9460
No log	6.8	374	0.9843	0.5071	0.9843	0.9921
No log	6.8364	376	1.0315	0.5585	1.0315	1.0156
No log	6.8727	378	1.0044	0.5634	1.0044	1.0022
No log	6.9091	380	0.9384	0.5431	0.9384	0.9687
No log	6.9455	382	0.9633	0.5624	0.9633	0.9815
No log	6.9818	384	1.0296	0.5135	1.0296	1.0147
No log	7.0182	386	1.0554	0.4828	1.0554	1.0273
No log	7.0545	388	1.0564	0.4462	1.0564	1.0278
No log	7.0909	390	1.0636	0.4973	1.0636	1.0313
No log	7.1273	392	1.0778	0.4561	1.0778	1.0382
No log	7.1636	394	1.0788	0.4660	1.0788	1.0387
No log	7.2	396	1.1207	0.4674	1.1207	1.0586
No log	7.2364	398	1.1956	0.4415	1.1956	1.0934
No log	7.2727	400	1.1496	0.4810	1.1496	1.0722
No log	7.3091	402	1.0996	0.4585	1.0996	1.0486
No log	7.3455	404	1.0937	0.4361	1.0937	1.0458
No log	7.3818	406	1.1059	0.4585	1.1059	1.0516
No log	7.4182	408	1.1533	0.4758	1.1533	1.0739
No log	7.4545	410	1.1643	0.4868	1.1643	1.0790
No log	7.4909	412	1.1023	0.4984	1.1023	1.0499
No log	7.5273	414	1.0143	0.5063	1.0143	1.0071
No log	7.5636	416	0.9435	0.4828	0.9435	0.9714
No log	7.6	418	0.9248	0.4972	0.9248	0.9617
No log	7.6364	420	0.9420	0.4894	0.9420	0.9706
No log	7.6727	422	1.0065	0.5298	1.0065	1.0032
No log	7.7091	424	1.0478	0.5258	1.0478	1.0236
No log	7.7455	426	1.0702	0.5060	1.0702	1.0345
No log	7.7818	428	1.0596	0.5068	1.0596	1.0294
No log	7.8182	430	1.0816	0.4984	1.0816	1.0400
No log	7.8545	432	1.0903	0.5041	1.0903	1.0442
No log	7.8909	434	1.0544	0.5346	1.0544	1.0268
No log	7.9273	436	1.0494	0.5020	1.0494	1.0244
No log	7.9636	438	1.0882	0.5095	1.0882	1.0432
No log	8.0	440	1.1740	0.4783	1.1740	1.0835
No log	8.0364	442	1.2632	0.4568	1.2632	1.1239
No log	8.0727	444	1.2915	0.4520	1.2915	1.1365
No log	8.1091	446	1.2727	0.4394	1.2727	1.1281
No log	8.1455	448	1.2389	0.4669	1.2389	1.1130
No log	8.1818	450	1.2821	0.4535	1.2821	1.1323
No log	8.2182	452	1.2993	0.4482	1.2993	1.1399
No log	8.2545	454	1.2986	0.4317	1.2986	1.1395
No log	8.2909	456	1.2935	0.4029	1.2935	1.1373
No log	8.3273	458	1.2074	0.4084	1.2074	1.0988
No log	8.3636	460	1.1146	0.4606	1.1146	1.0558
No log	8.4	462	1.0835	0.4698	1.0835	1.0409
No log	8.4364	464	1.0795	0.4845	1.0795	1.0390
No log	8.4727	466	1.1429	0.4710	1.1429	1.0691
No log	8.5091	468	1.2312	0.4506	1.2312	1.1096
No log	8.5455	470	1.3433	0.4352	1.3433	1.1590
No log	8.5818	472	1.3797	0.4214	1.3797	1.1746
No log	8.6182	474	1.3422	0.4264	1.3422	1.1585
No log	8.6545	476	1.1686	0.4855	1.1686	1.0810
No log	8.6909	478	1.0333	0.5083	1.0333	1.0165
No log	8.7273	480	0.9616	0.5433	0.9616	0.9806
No log	8.7636	482	0.9049	0.5145	0.9049	0.9513
No log	8.8	484	0.9161	0.5145	0.9161	0.9571
No log	8.8364	486	1.0003	0.5288	1.0003	1.0001
No log	8.8727	488	1.1394	0.4667	1.1394	1.0674
No log	8.9091	490	1.1840	0.4479	1.1840	1.0881
No log	8.9455	492	1.1787	0.4827	1.1787	1.0857
No log	8.9818	494	1.1976	0.4540	1.1976	1.0943
No log	9.0182	496	1.1828	0.4670	1.1828	1.0876
No log	9.0545	498	1.1244	0.4670	1.1244	1.0604
0.4383	9.0909	500	1.0459	0.4757	1.0459	1.0227
0.4383	9.1273	502	0.9877	0.5030	0.9877	0.9938
0.4383	9.1636	504	0.9608	0.5383	0.9608	0.9802
0.4383	9.2	506	0.9343	0.5550	0.9343	0.9666
0.4383	9.2364	508	0.9363	0.5452	0.9363	0.9676
0.4383	9.2727	510	0.9711	0.5385	0.9711	0.9855
0.4383	9.3091	512	0.9902	0.5132	0.9902	0.9951
0.4383	9.3455	514	1.0439	0.5121	1.0439	1.0217
0.4383	9.3818	516	1.1243	0.5053	1.1243	1.0603
0.4383	9.4182	518	1.1349	0.5105	1.1349	1.0653
0.4383	9.4545	520	1.0855	0.4860	1.0855	1.0419
0.4383	9.4909	522	1.0240	0.5028	1.0240	1.0119
0.4383	9.5273	524	0.9944	0.5478	0.9944	0.9972
0.4383	9.5636	526	0.9728	0.5601	0.9728	0.9863
0.4383	9.6	528	0.9905	0.5548	0.9905	0.9953
0.4383	9.6364	530	0.9910	0.5705	0.9910	0.9955
0.4383	9.6727	532	0.9434	0.5430	0.9434	0.9713
0.4383	9.7091	534	0.9336	0.5674	0.9336	0.9662
0.4383	9.7455	536	0.9193	0.5402	0.9193	0.9588
0.4383	9.7818	538	0.9140	0.5154	0.9140	0.9560
0.4383	9.8182	540	0.9320	0.5244	0.9320	0.9654
0.4383	9.8545	542	0.9856	0.5073	0.9856	0.9928
0.4383	9.8909	544	1.0375	0.4678	1.0375	1.0186
0.4383	9.9273	546	1.0939	0.4783	1.0939	1.0459
0.4383	9.9636	548	1.1552	0.4917	1.1552	1.0748
0.4383	10.0	550	1.1528	0.4560	1.1528	1.0737
0.4383	10.0364	552	1.0900	0.4776	1.0900	1.0440
0.4383	10.0727	554	1.0338	0.4908	1.0338	1.0167
0.4383	10.1091	556	0.9593	0.5340	0.9593	0.9794
0.4383	10.1455	558	0.9411	0.5610	0.9411	0.9701
0.4383	10.1818	560	1.0045	0.5046	1.0045	1.0023
0.4383	10.2182	562	1.0860	0.4779	1.0860	1.0421
0.4383	10.2545	564	1.1661	0.4489	1.1661	1.0799
0.4383	10.2909	566	1.2142	0.4621	1.2142	1.1019
0.4383	10.3273	568	1.1785	0.4858	1.1785	1.0856
0.4383	10.3636	570	1.0806	0.5113	1.0806	1.0395
0.4383	10.4	572	1.0365	0.5192	1.0365	1.0181
0.4383	10.4364	574	0.9770	0.5444	0.9770	0.9885
0.4383	10.4727	576	0.9807	0.5391	0.9807	0.9903
0.4383	10.5091	578	1.0170	0.4918	1.0170	1.0085
0.4383	10.5455	580	1.0962	0.4822	1.0962	1.0470
0.4383	10.5818	582	1.1672	0.4657	1.1672	1.0803
0.4383	10.6182	584	1.1387	0.4989	1.1387	1.0671
0.4383	10.6545	586	1.0430	0.5410	1.0430	1.0213
0.4383	10.6909	588	0.9612	0.6177	0.9612	0.9804
0.4383	10.7273	590	0.9341	0.5924	0.9341	0.9665
0.4383	10.7636	592	0.9506	0.5206	0.9506	0.9750
0.4383	10.8	594	1.0409	0.4848	1.0409	1.0202
0.4383	10.8364	596	1.1979	0.4710	1.1979	1.0945
0.4383	10.8727	598	1.2500	0.4659	1.2500	1.1180
0.4383	10.9091	600	1.2431	0.4569	1.2431	1.1149
0.4383	10.9455	602	1.2306	0.4652	1.2306	1.1093
0.4383	10.9818	604	1.1405	0.4834	1.1405	1.0679
0.4383	11.0182	606	1.0310	0.5366	1.0310	1.0154
0.4383	11.0545	608	0.9574	0.5665	0.9574	0.9785
0.4383	11.0909	610	0.9207	0.5773	0.9207	0.9596
0.4383	11.1273	612	0.9134	0.6023	0.9134	0.9557
0.4383	11.1636	614	0.9319	0.5823	0.9319	0.9653
0.4383	11.2	616	0.9558	0.5686	0.9558	0.9777
0.4383	11.2364	618	1.0299	0.5323	1.0299	1.0148
0.4383	11.2727	620	1.0959	0.4837	1.0959	1.0469
0.4383	11.3091	622	1.1640	0.4833	1.1640	1.0789
0.4383	11.3455	624	1.1347	0.4815	1.1347	1.0652
0.4383	11.3818	626	1.0716	0.4997	1.0716	1.0352
0.4383	11.4182	628	0.9923	0.5111	0.9923	0.9961
0.4383	11.4545	630	0.9470	0.5140	0.9470	0.9732
0.4383	11.4909	632	0.9372	0.5325	0.9372	0.9681
0.4383	11.5273	634	0.9646	0.5317	0.9646	0.9821
0.4383	11.5636	636	1.0140	0.5191	1.0140	1.0070
0.4383	11.6	638	1.0056	0.5059	1.0056	1.0028
0.4383	11.6364	640	0.9310	0.5372	0.9310	0.9649
0.4383	11.6727	642	0.8540	0.5532	0.8540	0.9241
0.4383	11.7091	644	0.8116	0.6094	0.8116	0.9009
0.4383	11.7455	646	0.8270	0.5910	0.8270	0.9094
0.4383	11.7818	648	0.8574	0.5851	0.8574	0.9259
0.4383	11.8182	650	0.8778	0.5981	0.8778	0.9369
0.4383	11.8545	652	0.9148	0.5677	0.9148	0.9564
0.4383	11.8909	654	0.9411	0.5805	0.9411	0.9701
0.4383	11.9273	656	0.9580	0.5743	0.9580	0.9788
0.4383	11.9636	658	0.9510	0.5704	0.9510	0.9752
0.4383	12.0	660	0.9389	0.5429	0.9389	0.9690
0.4383	12.0364	662	0.9681	0.5349	0.9681	0.9839
0.4383	12.0727	664	1.0353	0.5229	1.0353	1.0175
0.4383	12.1091	666	1.1354	0.4814	1.1354	1.0655
0.4383	12.1455	668	1.2216	0.4700	1.2216	1.1052
0.4383	12.1818	670	1.2357	0.4335	1.2357	1.1116
0.4383	12.2182	672	1.2358	0.4282	1.2358	1.1117
0.4383	12.2545	674	1.2298	0.4388	1.2298	1.1089
0.4383	12.2909	676	1.2435	0.4245	1.2435	1.1151

Framework versions

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