ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k18_task2_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: 1.1562
• Qwk: 0.2243
• Mse: 1.1562
• Rmse: 1.0752

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	0.0303	2	4.8041	-0.0132	4.8041	2.1918
No log	0.0606	4	3.0969	-0.0658	3.0969	1.7598
No log	0.0909	6	2.2171	-0.0045	2.2171	1.4890
No log	0.1212	8	2.5106	-0.0594	2.5106	1.5845
No log	0.1515	10	2.1278	-0.0233	2.1278	1.4587
No log	0.1818	12	1.6660	0.0372	1.6660	1.2908
No log	0.2121	14	1.6042	0.0372	1.6042	1.2666
No log	0.2424	16	1.8760	0.0372	1.8760	1.3697
No log	0.2727	18	2.4417	0.1481	2.4417	1.5626
No log	0.3030	20	2.4152	0.1187	2.4152	1.5541
No log	0.3333	22	2.0631	0.0257	2.0631	1.4363
No log	0.3636	24	1.7951	0.0504	1.7951	1.3398
No log	0.3939	26	1.5968	0.1004	1.5968	1.2637
No log	0.4242	28	1.3388	0.1493	1.3388	1.1571
No log	0.4545	30	1.2037	0.1753	1.2037	1.0971
No log	0.4848	32	1.2175	0.1715	1.2175	1.1034
No log	0.5152	34	1.3982	0.0426	1.3982	1.1825
No log	0.5455	36	1.7751	0.1540	1.7751	1.3323
No log	0.5758	38	1.8483	0.2052	1.8483	1.3595
No log	0.6061	40	1.7015	0.1304	1.7015	1.3044
No log	0.6364	42	1.6076	0.0832	1.6076	1.2679
No log	0.6667	44	1.5486	0.0832	1.5486	1.2444
No log	0.6970	46	1.3010	0.0416	1.3010	1.1406
No log	0.7273	48	1.1338	0.2959	1.1338	1.0648
No log	0.7576	50	1.0930	0.2537	1.0930	1.0454
No log	0.7879	52	1.0874	0.2537	1.0874	1.0428
No log	0.8182	54	1.0351	0.3693	1.0351	1.0174
No log	0.8485	56	1.0477	0.3693	1.0477	1.0236
No log	0.8788	58	1.0498	0.3693	1.0498	1.0246
No log	0.9091	60	1.0490	0.3693	1.0490	1.0242
No log	0.9394	62	1.0981	0.2935	1.0981	1.0479
No log	0.9697	64	1.2587	0.1346	1.2587	1.1219
No log	1.0	66	1.5320	0.0832	1.5320	1.2377
No log	1.0303	68	1.7547	0.1542	1.7547	1.3246
No log	1.0606	70	1.6637	0.2132	1.6637	1.2898
No log	1.0909	72	1.3128	0.1022	1.3128	1.1458
No log	1.1212	74	1.0823	0.2885	1.0823	1.0404
No log	1.1515	76	0.9439	0.4198	0.9439	0.9715
No log	1.1818	78	0.9830	0.4520	0.9830	0.9915
No log	1.2121	80	1.1932	0.2289	1.1932	1.0923
No log	1.2424	82	1.3156	0.1807	1.3156	1.1470
No log	1.2727	84	1.1781	0.2325	1.1781	1.0854
No log	1.3030	86	1.1352	0.2660	1.1352	1.0655
No log	1.3333	88	1.0275	0.3663	1.0275	1.0137
No log	1.3636	90	1.1285	0.3747	1.1285	1.0623
No log	1.3939	92	1.0197	0.3972	1.0197	1.0098
No log	1.4242	94	0.8799	0.5176	0.8799	0.9380
No log	1.4545	96	0.8803	0.4888	0.8803	0.9382
No log	1.4848	98	0.9614	0.3886	0.9614	0.9805
No log	1.5152	100	0.9242	0.4691	0.9242	0.9614
No log	1.5455	102	0.9038	0.4371	0.9038	0.9507
No log	1.5758	104	0.9360	0.4587	0.9360	0.9675
No log	1.6061	106	1.0560	0.3393	1.0560	1.0276
No log	1.6364	108	1.1170	0.3696	1.1170	1.0569
No log	1.6667	110	1.0583	0.3937	1.0583	1.0288
No log	1.6970	112	1.0701	0.3992	1.0701	1.0345
No log	1.7273	114	1.1633	0.4061	1.1633	1.0786
No log	1.7576	116	1.1112	0.4404	1.1112	1.0541
No log	1.7879	118	1.0371	0.2757	1.0371	1.0184
No log	1.8182	120	1.0910	0.4004	1.0910	1.0445
No log	1.8485	122	1.2387	0.3339	1.2387	1.1130
No log	1.8788	124	1.1976	0.3613	1.1976	1.0944
No log	1.9091	126	1.0235	0.3062	1.0235	1.0117
No log	1.9394	128	1.0372	0.3787	1.0372	1.0185
No log	1.9697	130	1.0069	0.3152	1.0069	1.0034
No log	2.0	132	1.0059	0.3344	1.0059	1.0029
No log	2.0303	134	1.0802	0.2811	1.0802	1.0393
No log	2.0606	136	1.0549	0.2718	1.0549	1.0271
No log	2.0909	138	1.0250	0.2492	1.0250	1.0124
No log	2.1212	140	1.0204	0.2643	1.0204	1.0102
No log	2.1515	142	1.0171	0.2545	1.0171	1.0085
No log	2.1818	144	1.0247	0.2556	1.0247	1.0123
No log	2.2121	146	1.0486	0.2916	1.0486	1.0240
No log	2.2424	148	1.0686	0.3448	1.0686	1.0337
No log	2.2727	150	1.1612	0.3785	1.1612	1.0776
No log	2.3030	152	1.1904	0.4035	1.1904	1.0911
No log	2.3333	154	1.1627	0.4008	1.1627	1.0783
No log	2.3636	156	1.1424	0.2052	1.1424	1.0688
No log	2.3939	158	1.1352	0.2492	1.1352	1.0655
No log	2.4242	160	1.0975	0.2499	1.0975	1.0476
No log	2.4545	162	1.1813	0.3660	1.1813	1.0869
No log	2.4848	164	1.6021	0.2497	1.6021	1.2658
No log	2.5152	166	1.6489	0.2257	1.6489	1.2841
No log	2.5455	168	1.2673	0.4136	1.2673	1.1257
No log	2.5758	170	1.0364	0.3902	1.0364	1.0180
No log	2.6061	172	1.0032	0.3225	1.0032	1.0016
No log	2.6364	174	1.0802	0.3225	1.0802	1.0393
No log	2.6667	176	1.0008	0.3256	1.0008	1.0004
No log	2.6970	178	0.9663	0.3062	0.9663	0.9830
No log	2.7273	180	1.0177	0.3942	1.0177	1.0088
No log	2.7576	182	1.0278	0.3981	1.0278	1.0138
No log	2.7879	184	0.9771	0.3427	0.9771	0.9885
No log	2.8182	186	1.0274	0.3365	1.0274	1.0136
No log	2.8485	188	1.0465	0.2276	1.0465	1.0230
No log	2.8788	190	1.1510	0.2507	1.1510	1.0728
No log	2.9091	192	1.3380	0.2758	1.3380	1.1567
No log	2.9394	194	1.2489	0.2411	1.2489	1.1175
No log	2.9697	196	1.0336	0.2665	1.0336	1.0167
No log	3.0	198	0.9945	0.2892	0.9945	0.9972
No log	3.0303	200	1.0459	0.3230	1.0459	1.0227
No log	3.0606	202	1.0541	0.3276	1.0541	1.0267
No log	3.0909	204	0.9965	0.2745	0.9965	0.9983
No log	3.1212	206	1.0055	0.2745	1.0055	1.0027
No log	3.1515	208	1.0207	0.2794	1.0207	1.0103
No log	3.1818	210	1.0226	0.2469	1.0226	1.0112
No log	3.2121	212	1.0310	0.2733	1.0310	1.0154
No log	3.2424	214	1.0508	0.2991	1.0508	1.0251
No log	3.2727	216	1.1857	0.2993	1.1857	1.0889
No log	3.3030	218	1.2307	0.2360	1.2307	1.1094
No log	3.3333	220	1.1021	0.3414	1.1021	1.0498
No log	3.3636	222	1.0437	0.2323	1.0437	1.0216
No log	3.3939	224	1.0748	0.2935	1.0748	1.0367
No log	3.4242	226	1.0243	0.2714	1.0243	1.0121
No log	3.4545	228	1.0303	0.3478	1.0303	1.0151
No log	3.4848	230	1.0249	0.3729	1.0249	1.0124
No log	3.5152	232	1.0410	0.3390	1.0410	1.0203
No log	3.5455	234	1.1716	0.3475	1.1716	1.0824
No log	3.5758	236	1.2053	0.3004	1.2053	1.0979
No log	3.6061	238	1.0569	0.3989	1.0569	1.0281
No log	3.6364	240	1.0172	0.3907	1.0172	1.0086
No log	3.6667	242	1.2116	0.4025	1.2116	1.1007
No log	3.6970	244	1.3335	0.3119	1.3335	1.1548
No log	3.7273	246	1.1743	0.3271	1.1743	1.0836
No log	3.7576	248	0.9906	0.4832	0.9906	0.9953
No log	3.7879	250	1.0314	0.3519	1.0314	1.0156
No log	3.8182	252	1.2479	0.2783	1.2479	1.1171
No log	3.8485	254	1.3772	0.2769	1.3772	1.1735
No log	3.8788	256	1.2917	0.2863	1.2917	1.1365
No log	3.9091	258	1.0995	0.2961	1.0995	1.0486
No log	3.9394	260	0.9874	0.3328	0.9874	0.9937
No log	3.9697	262	0.9474	0.3685	0.9474	0.9733
No log	4.0	264	0.9807	0.4163	0.9807	0.9903
No log	4.0303	266	1.0396	0.3941	1.0396	1.0196
No log	4.0606	268	1.0214	0.4402	1.0214	1.0106
No log	4.0909	270	1.0865	0.2896	1.0865	1.0424
No log	4.1212	272	1.3941	0.3042	1.3941	1.1807
No log	4.1515	274	1.5946	0.2778	1.5946	1.2628
No log	4.1818	276	1.4692	0.2690	1.4692	1.2121
No log	4.2121	278	1.1921	0.2180	1.1921	1.0919
No log	4.2424	280	1.0343	0.2814	1.0343	1.0170
No log	4.2727	282	0.9977	0.3243	0.9977	0.9989
No log	4.3030	284	0.9867	0.3720	0.9867	0.9933
No log	4.3333	286	0.9666	0.3552	0.9666	0.9831
No log	4.3636	288	0.9734	0.2364	0.9734	0.9866
No log	4.3939	290	1.0143	0.3009	1.0143	1.0071
No log	4.4242	292	1.1113	0.4120	1.1113	1.0542
No log	4.4545	294	1.0670	0.3967	1.0670	1.0330
No log	4.4848	296	0.9565	0.3337	0.9565	0.9780
No log	4.5152	298	0.9633	0.3345	0.9633	0.9815
No log	4.5455	300	1.0111	0.3401	1.0111	1.0055
No log	4.5758	302	0.9924	0.3020	0.9924	0.9962
No log	4.6061	304	0.9988	0.3674	0.9988	0.9994
No log	4.6364	306	1.1172	0.2687	1.1172	1.0570
No log	4.6667	308	1.2486	0.3249	1.2486	1.1174
No log	4.6970	310	1.2367	0.3117	1.2367	1.1121
No log	4.7273	312	1.1156	0.2555	1.1156	1.0562
No log	4.7576	314	1.0550	0.2596	1.0550	1.0271
No log	4.7879	316	1.0727	0.3113	1.0727	1.0357
No log	4.8182	318	1.1064	0.3184	1.1064	1.0519
No log	4.8485	320	1.1167	0.2495	1.1167	1.0567
No log	4.8788	322	1.0731	0.3199	1.0731	1.0359
No log	4.9091	324	1.0040	0.2562	1.0040	1.0020
No log	4.9394	326	0.9702	0.3223	0.9702	0.9850
No log	4.9697	328	0.9577	0.3070	0.9577	0.9786
No log	5.0	330	0.9430	0.3629	0.9430	0.9711
No log	5.0303	332	0.9512	0.2665	0.9512	0.9753
No log	5.0606	334	0.9862	0.3672	0.9862	0.9931
No log	5.0909	336	1.0581	0.4292	1.0581	1.0286
No log	5.1212	338	1.0419	0.4612	1.0419	1.0207
No log	5.1515	340	0.9480	0.4211	0.9480	0.9737
No log	5.1818	342	0.9298	0.4508	0.9298	0.9643
No log	5.2121	344	0.9286	0.4181	0.9286	0.9636
No log	5.2424	346	0.9629	0.4140	0.9629	0.9813
No log	5.2727	348	1.0526	0.2881	1.0526	1.0260
No log	5.3030	350	1.1605	0.2983	1.1605	1.0773
No log	5.3333	352	1.2184	0.3024	1.2184	1.1038
No log	5.3636	354	1.1490	0.2736	1.1490	1.0719
No log	5.3939	356	1.0069	0.2380	1.0069	1.0034
No log	5.4242	358	0.9246	0.3086	0.9246	0.9616
No log	5.4545	360	0.8974	0.3873	0.8974	0.9473
No log	5.4848	362	0.8823	0.3728	0.8823	0.9393
No log	5.5152	364	0.9007	0.3913	0.9007	0.9491
No log	5.5455	366	0.9813	0.4138	0.9813	0.9906
No log	5.5758	368	1.1418	0.4122	1.1418	1.0685
No log	5.6061	370	1.1721	0.4122	1.1721	1.0826
No log	5.6364	372	1.0245	0.3928	1.0245	1.0122
No log	5.6667	374	0.9485	0.4305	0.9485	0.9739
No log	5.6970	376	0.9066	0.3671	0.9066	0.9521
No log	5.7273	378	0.8974	0.3796	0.8974	0.9473
No log	5.7576	380	0.9151	0.3365	0.9151	0.9566
No log	5.7879	382	0.9505	0.3411	0.9505	0.9750
No log	5.8182	384	0.9751	0.3558	0.9751	0.9875
No log	5.8485	386	1.0762	0.3033	1.0762	1.0374
No log	5.8788	388	1.1533	0.2374	1.1533	1.0739
No log	5.9091	390	1.0984	0.3033	1.0984	1.0480
No log	5.9394	392	0.9532	0.3411	0.9532	0.9763
No log	5.9697	394	0.9247	0.3804	0.9247	0.9616
No log	6.0	396	0.9445	0.3804	0.9445	0.9719
No log	6.0303	398	0.9299	0.3478	0.9299	0.9643
No log	6.0606	400	0.9704	0.2319	0.9704	0.9851
No log	6.0909	402	0.9466	0.3421	0.9466	0.9729
No log	6.1212	404	0.9280	0.3629	0.9280	0.9633
No log	6.1515	406	0.9318	0.3596	0.9318	0.9653
No log	6.1818	408	0.9157	0.3596	0.9157	0.9569
No log	6.2121	410	0.9142	0.3884	0.9142	0.9561
No log	6.2424	412	0.9570	0.3762	0.9570	0.9783
No log	6.2727	414	1.0490	0.3782	1.0490	1.0242
No log	6.3030	416	1.0654	0.3491	1.0654	1.0322
No log	6.3333	418	0.9984	0.2515	0.9984	0.9992
No log	6.3636	420	0.9589	0.3017	0.9589	0.9792
No log	6.3939	422	0.9723	0.3596	0.9723	0.9861
No log	6.4242	424	0.9766	0.3700	0.9766	0.9882
No log	6.4545	426	0.9643	0.3493	0.9643	0.9820
No log	6.4848	428	0.9787	0.3337	0.9787	0.9893
No log	6.5152	430	1.0094	0.2843	1.0094	1.0047
No log	6.5455	432	1.0123	0.2697	1.0123	1.0061
No log	6.5758	434	1.0032	0.2965	1.0032	1.0016
No log	6.6061	436	1.0001	0.2965	1.0001	1.0001
No log	6.6364	438	0.9863	0.3421	0.9863	0.9931
No log	6.6667	440	0.9887	0.3421	0.9887	0.9943
No log	6.6970	442	0.9961	0.3318	0.9961	0.9981
No log	6.7273	444	0.9834	0.3271	0.9834	0.9917
No log	6.7576	446	0.9474	0.3326	0.9474	0.9733
No log	6.7879	448	0.9375	0.3392	0.9375	0.9683
No log	6.8182	450	0.9411	0.4361	0.9411	0.9701
No log	6.8485	452	0.9518	0.4176	0.9518	0.9756
No log	6.8788	454	0.9383	0.4139	0.9383	0.9687
No log	6.9091	456	0.9615	0.4084	0.9615	0.9806
No log	6.9394	458	1.0372	0.3719	1.0372	1.0184
No log	6.9697	460	1.1320	0.3548	1.1320	1.0639
No log	7.0	462	1.1006	0.3719	1.1006	1.0491
No log	7.0303	464	1.0040	0.3476	1.0040	1.0020
No log	7.0606	466	0.9954	0.2843	0.9954	0.9977
No log	7.0909	468	1.0175	0.2939	1.0175	1.0087
No log	7.1212	470	1.0562	0.3519	1.0562	1.0277
No log	7.1515	472	1.0642	0.3033	1.0642	1.0316
No log	7.1818	474	1.0562	0.2584	1.0562	1.0277
No log	7.2121	476	1.0238	0.3250	1.0238	1.0118
No log	7.2424	478	1.0263	0.3307	1.0263	1.0131
No log	7.2727	480	1.0172	0.3307	1.0172	1.0086
No log	7.3030	482	0.9912	0.3478	0.9912	0.9956
No log	7.3333	484	0.9609	0.3779	0.9609	0.9803
No log	7.3636	486	0.9411	0.4140	0.9411	0.9701
No log	7.3939	488	0.9375	0.4098	0.9375	0.9682
No log	7.4242	490	0.9406	0.4098	0.9406	0.9698
No log	7.4545	492	0.9381	0.3337	0.9381	0.9685
No log	7.4848	494	0.9651	0.2914	0.9651	0.9824
No log	7.5152	496	1.0253	0.3930	1.0253	1.0126
No log	7.5455	498	1.0197	0.3036	1.0197	1.0098
0.3523	7.5758	500	0.9836	0.2864	0.9836	0.9918
0.3523	7.6061	502	1.0032	0.2944	1.0032	1.0016
0.3523	7.6364	504	1.0168	0.3401	1.0168	1.0083
0.3523	7.6667	506	0.9990	0.2843	0.9990	0.9995
0.3523	7.6970	508	0.9948	0.2864	0.9948	0.9974
0.3523	7.7273	510	1.0235	0.3457	1.0235	1.0117
0.3523	7.7576	512	1.0305	0.3602	1.0305	1.0151
0.3523	7.7879	514	1.0059	0.3602	1.0059	1.0030
0.3523	7.8182	516	0.9827	0.3195	0.9827	0.9913
0.3523	7.8485	518	0.9780	0.3724	0.9780	0.9889
0.3523	7.8788	520	0.9732	0.3724	0.9732	0.9865
0.3523	7.9091	522	0.9688	0.3970	0.9688	0.9843
0.3523	7.9394	524	0.9754	0.3373	0.9754	0.9876
0.3523	7.9697	526	0.9630	0.3723	0.9630	0.9813
0.3523	8.0	528	0.9610	0.3952	0.9610	0.9803
0.3523	8.0303	530	0.9673	0.3952	0.9673	0.9835
0.3523	8.0606	532	0.9716	0.3908	0.9716	0.9857
0.3523	8.0909	534	0.9777	0.3960	0.9777	0.9888
0.3523	8.1212	536	1.0046	0.3897	1.0046	1.0023
0.3523	8.1515	538	1.0039	0.3756	1.0039	1.0020
0.3523	8.1818	540	0.9611	0.4012	0.9611	0.9804
0.3523	8.2121	542	0.9315	0.3629	0.9315	0.9652
0.3523	8.2424	544	0.9149	0.3840	0.9149	0.9565
0.3523	8.2727	546	0.8860	0.3994	0.8860	0.9413
0.3523	8.3030	548	0.8645	0.4077	0.8645	0.9298
0.3523	8.3333	550	0.8729	0.4235	0.8729	0.9343
0.3523	8.3636	552	0.8661	0.4828	0.8661	0.9307
0.3523	8.3939	554	0.8420	0.4726	0.8420	0.9176
0.3523	8.4242	556	0.8514	0.4243	0.8514	0.9227
0.3523	8.4545	558	0.8665	0.4098	0.8665	0.9309
0.3523	8.4848	560	0.8774	0.4726	0.8774	0.9367
0.3523	8.5152	562	0.9582	0.3852	0.9582	0.9789
0.3523	8.5455	564	0.9754	0.3891	0.9754	0.9876
0.3523	8.5758	566	0.9833	0.3532	0.9833	0.9916
0.3523	8.6061	568	0.9952	0.3149	0.9952	0.9976
0.3523	8.6364	570	0.9874	0.3476	0.9874	0.9937
0.3523	8.6667	572	0.9510	0.3338	0.9510	0.9752
0.3523	8.6970	574	0.9081	0.3787	0.9081	0.9529
0.3523	8.7273	576	0.8981	0.3994	0.8981	0.9477
0.3523	8.7576	578	0.8880	0.4356	0.8880	0.9423
0.3523	8.7879	580	0.9164	0.4460	0.9164	0.9573
0.3523	8.8182	582	1.0055	0.3963	1.0055	1.0027
0.3523	8.8485	584	1.0040	0.3584	1.0040	1.0020
0.3523	8.8788	586	0.9448	0.3930	0.9448	0.9720
0.3523	8.9091	588	0.9560	0.4310	0.9560	0.9778
0.3523	8.9394	590	0.9409	0.3704	0.9409	0.9700
0.3523	8.9697	592	0.9167	0.3822	0.9167	0.9575
0.3523	9.0	594	0.9220	0.3933	0.9220	0.9602
0.3523	9.0303	596	0.9509	0.3463	0.9509	0.9751
0.3523	9.0606	598	0.9555	0.3463	0.9555	0.9775
0.3523	9.0909	600	0.9536	0.3674	0.9536	0.9765
0.3523	9.1212	602	0.9844	0.3115	0.9844	0.9922
0.3523	9.1515	604	1.0019	0.3115	1.0019	1.0009
0.3523	9.1818	606	0.9892	0.3467	0.9892	0.9946
0.3523	9.2121	608	0.9887	0.3223	0.9887	0.9943
0.3523	9.2424	610	1.0364	0.2673	1.0364	1.0181
0.3523	9.2727	612	1.0461	0.2893	1.0461	1.0228
0.3523	9.3030	614	1.0204	0.2692	1.0204	1.0102
0.3523	9.3333	616	1.0150	0.3356	1.0150	1.0074
0.3523	9.3636	618	1.0124	0.3356	1.0124	1.0062
0.3523	9.3939	620	0.9918	0.3374	0.9918	0.9959
0.3523	9.4242	622	0.9725	0.3779	0.9725	0.9862
0.3523	9.4545	624	0.9511	0.4036	0.9511	0.9753
0.3523	9.4848	626	0.9404	0.3779	0.9404	0.9697
0.3523	9.5152	628	0.9401	0.3884	0.9401	0.9696
0.3523	9.5455	630	0.9394	0.3734	0.9394	0.9692
0.3523	9.5758	632	0.9362	0.3734	0.9362	0.9676
0.3523	9.6061	634	0.9287	0.3884	0.9287	0.9637
0.3523	9.6364	636	0.9478	0.3806	0.9478	0.9736
0.3523	9.6667	638	1.0011	0.4613	1.0011	1.0005
0.3523	9.6970	640	1.0252	0.3869	1.0252	1.0125
0.3523	9.7273	642	0.9990	0.4287	0.9990	0.9995
0.3523	9.7576	644	0.9491	0.3671	0.9491	0.9742
0.3523	9.7879	646	0.9195	0.3884	0.9195	0.9589
0.3523	9.8182	648	0.9427	0.3069	0.9427	0.9709
0.3523	9.8485	650	0.9465	0.3577	0.9465	0.9729
0.3523	9.8788	652	0.9396	0.3847	0.9396	0.9693
0.3523	9.9091	654	0.9630	0.3779	0.9630	0.9813
0.3523	9.9394	656	0.9982	0.2614	0.9982	0.9991
0.3523	9.9697	658	1.0712	0.1797	1.0712	1.0350
0.3523	10.0	660	1.1124	0.2232	1.1124	1.0547
0.3523	10.0303	662	1.1415	0.2374	1.1415	1.0684
0.3523	10.0606	664	1.1562	0.2243	1.1562	1.0752

Framework versions

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