ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k12_task3_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: 0.5687
• Qwk: 0.3846
• Mse: 0.5687
• Rmse: 0.7541

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	0.0282	2	3.4167	-0.0160	3.4167	1.8484
No log	0.0563	4	1.8232	-0.0370	1.8232	1.3502
No log	0.0845	6	1.4377	0.0	1.4377	1.1991
No log	0.1127	8	1.0361	0.0345	1.0361	1.0179
No log	0.1408	10	0.8851	0.0522	0.8851	0.9408
No log	0.1690	12	1.1256	0.1077	1.1256	1.0610
No log	0.1972	14	0.6335	0.1698	0.6335	0.7959
No log	0.2254	16	0.6069	-0.0303	0.6069	0.7790
No log	0.2535	18	0.7659	0.0359	0.7659	0.8752
No log	0.2817	20	0.9253	0.0	0.9253	0.9619
No log	0.3099	22	0.8044	0.0417	0.8044	0.8969
No log	0.3380	24	0.6722	-0.0909	0.6722	0.8199
No log	0.3662	26	0.6888	-0.0963	0.6888	0.8299
No log	0.3944	28	0.8184	0.1323	0.8184	0.9046
No log	0.4225	30	1.6794	-0.0596	1.6794	1.2959
No log	0.4507	32	2.1004	-0.0695	2.1004	1.4493
No log	0.4789	34	1.5747	0.0	1.5747	1.2549
No log	0.5070	36	1.2607	0.0	1.2607	1.1228
No log	0.5352	38	0.8903	0.0222	0.8903	0.9436
No log	0.5634	40	0.6503	0.1467	0.6503	0.8064
No log	0.5915	42	0.8802	0.0823	0.8802	0.9382
No log	0.6197	44	0.9860	0.0894	0.9860	0.9930
No log	0.6479	46	0.8926	0.0667	0.8926	0.9448
No log	0.6761	48	0.6744	0.1638	0.6744	0.8212
No log	0.7042	50	0.6313	0.2308	0.6313	0.7946
No log	0.7324	52	0.9233	0.0130	0.9233	0.9609
No log	0.7606	54	0.8809	-0.0090	0.8809	0.9386
No log	0.7887	56	0.6345	0.1282	0.6345	0.7966
No log	0.8169	58	0.6279	0.3455	0.6279	0.7924
No log	0.8451	60	0.5608	0.0476	0.5608	0.7489
No log	0.8732	62	0.6470	0.2821	0.6470	0.8044
No log	0.9014	64	0.7858	0.0	0.7858	0.8865
No log	0.9296	66	1.1461	0.0345	1.1461	1.0706
No log	0.9577	68	1.2931	0.0345	1.2931	1.1371
No log	0.9859	70	0.8475	0.0333	0.8475	0.9206
No log	1.0141	72	0.5823	0.36	0.5823	0.7631
No log	1.0423	74	0.6026	0.2000	0.6026	0.7763
No log	1.0704	76	0.9396	0.1392	0.9396	0.9693
No log	1.0986	78	0.8743	0.0823	0.8743	0.9351
No log	1.1268	80	0.5435	0.36	0.5435	0.7372
No log	1.1549	82	0.5187	0.2676	0.5187	0.7202
No log	1.1831	84	0.8622	0.2327	0.8622	0.9285
No log	1.2113	86	0.7175	0.1928	0.7175	0.8470
No log	1.2394	88	0.5853	0.3708	0.5853	0.7651
No log	1.2676	90	1.3117	0.0596	1.3117	1.1453
No log	1.2958	92	1.1937	0.0355	1.1937	1.0926
No log	1.3239	94	0.8241	0.0877	0.8241	0.9078
No log	1.3521	96	0.6642	0.2692	0.6642	0.8150
No log	1.3803	98	0.6249	0.2653	0.6249	0.7905
No log	1.4085	100	0.5742	0.2941	0.5742	0.7577
No log	1.4366	102	0.6472	0.3704	0.6472	0.8045
No log	1.4648	104	0.5633	0.3402	0.5633	0.7505
No log	1.4930	106	0.6483	0.2793	0.6483	0.8052
No log	1.5211	108	0.5888	0.4175	0.5888	0.7673
No log	1.5493	110	0.6445	0.4010	0.6445	0.8028
No log	1.5775	112	0.5789	0.3575	0.5789	0.7609
No log	1.6056	114	0.6118	0.3263	0.6118	0.7822
No log	1.6338	116	0.6093	0.3231	0.6093	0.7806
No log	1.6620	118	0.5986	0.2161	0.5986	0.7737
No log	1.6901	120	0.7951	0.2389	0.7951	0.8917
No log	1.7183	122	0.8076	0.2548	0.8076	0.8987
No log	1.7465	124	0.6708	0.2489	0.6708	0.8190
No log	1.7746	126	0.7616	0.1636	0.7616	0.8727
No log	1.8028	128	1.0870	0.1686	1.0870	1.0426
No log	1.8310	130	0.8693	0.1549	0.8693	0.9323
No log	1.8592	132	0.5359	0.3182	0.5359	0.7321
No log	1.8873	134	0.5996	0.1818	0.5996	0.7744
No log	1.9155	136	0.4849	0.3711	0.4849	0.6964
No log	1.9437	138	0.4789	0.3987	0.4789	0.6920
No log	1.9718	140	0.6151	0.3131	0.6151	0.7843
No log	2.0	142	0.5394	0.4639	0.5394	0.7344
No log	2.0282	144	0.4996	0.2889	0.4996	0.7068
No log	2.0563	146	0.5936	0.2222	0.5936	0.7705
No log	2.0845	148	0.5266	0.4171	0.5266	0.7256
No log	2.1127	150	0.6158	0.3488	0.6158	0.7847
No log	2.1408	152	0.6392	0.3951	0.6392	0.7995
No log	2.1690	154	1.2014	0.1475	1.2014	1.0961
No log	2.1972	156	1.3892	0.1484	1.3892	1.1786
No log	2.2254	158	1.0684	0.2174	1.0684	1.0336
No log	2.2535	160	0.6991	0.2857	0.6991	0.8361
No log	2.2817	162	0.7325	0.2692	0.7325	0.8558
No log	2.3099	164	0.6905	0.2871	0.6905	0.8310
No log	2.3380	166	0.7665	0.1588	0.7665	0.8755
No log	2.3662	168	1.3353	0.1213	1.3353	1.1556
No log	2.3944	170	1.1628	0.1719	1.1628	1.0783
No log	2.4225	172	0.6936	0.1923	0.6936	0.8328
No log	2.4507	174	0.6016	0.3617	0.6016	0.7756
No log	2.4789	176	0.6811	0.3161	0.6811	0.8253
No log	2.5070	178	0.6015	0.3297	0.6015	0.7756
No log	2.5352	180	0.6548	0.2762	0.6548	0.8092
No log	2.5634	182	0.7549	0.2195	0.7549	0.8688
No log	2.5915	184	0.5874	0.3641	0.5874	0.7664
No log	2.6197	186	0.7169	0.3052	0.7169	0.8467
No log	2.6479	188	0.7203	0.3524	0.7203	0.8487
No log	2.6761	190	0.5950	0.2637	0.5950	0.7714
No log	2.7042	192	0.6103	0.3498	0.6103	0.7812
No log	2.7324	194	0.5483	0.3951	0.5483	0.7405
No log	2.7606	196	0.6619	0.3103	0.6619	0.8136
No log	2.7887	198	0.7668	0.2381	0.7668	0.8757
No log	2.8169	200	0.5903	0.2000	0.5903	0.7683
No log	2.8451	202	0.5542	0.2471	0.5542	0.7445
No log	2.8732	204	0.6537	0.3061	0.6537	0.8085
No log	2.9014	206	0.6241	0.3089	0.6241	0.7900
No log	2.9296	208	0.5184	0.4286	0.5184	0.7200
No log	2.9577	210	0.5369	0.2994	0.5369	0.7327
No log	2.9859	212	0.5742	0.3814	0.5742	0.7578
No log	3.0141	214	0.5439	0.3982	0.5439	0.7375
No log	3.0423	216	0.7067	0.3138	0.7067	0.8406
No log	3.0704	218	0.7538	0.2846	0.7538	0.8682
No log	3.0986	220	0.6306	0.3859	0.6306	0.7941
No log	3.1268	222	0.6120	0.3648	0.6120	0.7823
No log	3.1549	224	0.4962	0.4844	0.4962	0.7044
No log	3.1831	226	0.4849	0.4444	0.4849	0.6963
No log	3.2113	228	0.4719	0.4783	0.4719	0.6869
No log	3.2394	230	0.4624	0.4023	0.4624	0.6800
No log	3.2676	232	0.5509	0.3684	0.5509	0.7423
No log	3.2958	234	0.6024	0.3962	0.6024	0.7762
No log	3.3239	236	0.5067	0.3548	0.5067	0.7118
No log	3.3521	238	0.6476	0.3480	0.6476	0.8047
No log	3.3803	240	0.6236	0.3628	0.6236	0.7897
No log	3.4085	242	0.5456	0.3623	0.5456	0.7386
No log	3.4366	244	0.6181	0.3498	0.6181	0.7862
No log	3.4648	246	0.8877	0.2000	0.8877	0.9422
No log	3.4930	248	0.8836	0.2000	0.8836	0.9400
No log	3.5211	250	0.5496	0.4286	0.5496	0.7414
No log	3.5493	252	0.5781	0.4118	0.5781	0.7603
No log	3.5775	254	0.5521	0.4	0.5521	0.7430
No log	3.6056	256	0.5420	0.3978	0.5420	0.7362
No log	3.6338	258	0.5450	0.3990	0.5450	0.7383
No log	3.6620	260	0.5416	0.4105	0.5416	0.7359
No log	3.6901	262	0.5611	0.4400	0.5611	0.7491
No log	3.7183	264	0.5603	0.3706	0.5603	0.7485
No log	3.7465	266	0.5799	0.4167	0.5799	0.7615
No log	3.7746	268	0.5425	0.3927	0.5425	0.7365
No log	3.8028	270	0.5086	0.3778	0.5086	0.7132
No log	3.8310	272	0.5196	0.3103	0.5196	0.7208
No log	3.8592	274	0.5229	0.3478	0.5229	0.7231
No log	3.8873	276	0.7071	0.2877	0.7071	0.8409
No log	3.9155	278	0.6674	0.2941	0.6674	0.8169
No log	3.9437	280	0.5141	0.3708	0.5141	0.7170
No log	3.9718	282	0.5997	0.4764	0.5997	0.7744
No log	4.0	284	0.5727	0.5	0.5727	0.7567
No log	4.0282	286	0.5174	0.3641	0.5174	0.7193
No log	4.0563	288	0.5385	0.3725	0.5385	0.7338
No log	4.0845	290	0.5296	0.5183	0.5296	0.7278
No log	4.1127	292	0.7694	0.2605	0.7694	0.8772
No log	4.1408	294	0.7164	0.2618	0.7164	0.8464
No log	4.1690	296	0.4956	0.4091	0.4956	0.7040
No log	4.1972	298	0.6100	0.2487	0.6100	0.7810
No log	4.2254	300	0.5922	0.2487	0.5922	0.7695
No log	4.2535	302	0.4797	0.3171	0.4797	0.6926
No log	4.2817	304	0.5225	0.3563	0.5225	0.7228
No log	4.3099	306	0.5433	0.3149	0.5433	0.7371
No log	4.3380	308	0.4757	0.3711	0.4757	0.6897
No log	4.3662	310	0.4922	0.3171	0.4922	0.7016
No log	4.3944	312	0.4756	0.3121	0.4756	0.6897
No log	4.4225	314	0.6083	0.3831	0.6083	0.7799
No log	4.4507	316	0.7284	0.2646	0.7284	0.8535
No log	4.4789	318	0.5907	0.4455	0.5907	0.7686
No log	4.5070	320	0.4845	0.4894	0.4845	0.6960
No log	4.5352	322	0.4812	0.4583	0.4812	0.6937
No log	4.5634	324	0.4966	0.4709	0.4966	0.7047
No log	4.5915	326	0.5801	0.4554	0.5801	0.7616
No log	4.6197	328	0.5593	0.4175	0.5593	0.7479
No log	4.6479	330	0.5728	0.3744	0.5728	0.7568
No log	4.6761	332	0.6055	0.4074	0.6055	0.7781
No log	4.7042	334	0.6090	0.4074	0.6090	0.7804
No log	4.7324	336	0.6235	0.4074	0.6235	0.7896
No log	4.7606	338	0.5816	0.4067	0.5816	0.7626
No log	4.7887	340	0.7439	0.2143	0.7439	0.8625
No log	4.8169	342	0.6661	0.2744	0.6661	0.8161
No log	4.8451	344	0.6249	0.3905	0.6249	0.7905
No log	4.8732	346	0.6489	0.3301	0.6489	0.8055
No log	4.9014	348	0.6064	0.4526	0.6064	0.7787
No log	4.9296	350	0.6057	0.3508	0.6057	0.7782
No log	4.9577	352	0.6316	0.4059	0.6316	0.7947
No log	4.9859	354	0.6574	0.3917	0.6574	0.8108
No log	5.0141	356	0.8060	0.2140	0.8060	0.8978
No log	5.0423	358	0.7856	0.2877	0.7856	0.8863
No log	5.0704	360	0.6744	0.3363	0.6744	0.8212
No log	5.0986	362	0.6272	0.3394	0.6272	0.7919
No log	5.1268	364	0.5367	0.3898	0.5367	0.7326
No log	5.1549	366	0.5332	0.3708	0.5332	0.7302
No log	5.1831	368	0.5287	0.4217	0.5287	0.7271
No log	5.2113	370	0.5390	0.4545	0.5390	0.7341
No log	5.2394	372	0.5314	0.4217	0.5314	0.7290
No log	5.2676	374	0.5572	0.3520	0.5572	0.7465
No log	5.2958	376	0.5782	0.3520	0.5782	0.7604
No log	5.3239	378	0.5627	0.3757	0.5627	0.7501
No log	5.3521	380	0.5562	0.4526	0.5562	0.7458
No log	5.3803	382	0.5627	0.4348	0.5627	0.7501
No log	5.4085	384	0.5613	0.3591	0.5613	0.7492
No log	5.4366	386	0.5770	0.3927	0.5770	0.7596
No log	5.4648	388	0.6573	0.3846	0.6573	0.8107
No log	5.4930	390	0.6938	0.3663	0.6938	0.8329
No log	5.5211	392	0.6271	0.3575	0.6271	0.7919
No log	5.5493	394	0.6285	0.3617	0.6285	0.7928
No log	5.5775	396	0.6368	0.3575	0.6368	0.7980
No log	5.6056	398	0.6894	0.3663	0.6894	0.8303
No log	5.6338	400	0.8560	0.1554	0.8560	0.9252
No log	5.6620	402	0.8794	0.1867	0.8794	0.9378
No log	5.6901	404	0.7818	0.2134	0.7818	0.8842
No log	5.7183	406	0.6284	0.3402	0.6284	0.7927
No log	5.7465	408	0.6116	0.3297	0.6116	0.7821
No log	5.7746	410	0.6120	0.3263	0.6120	0.7823
No log	5.8028	412	0.7165	0.3422	0.7165	0.8464
No log	5.8310	414	0.8237	0.2137	0.8237	0.9076
No log	5.8592	416	0.7323	0.2877	0.7323	0.8558
No log	5.8873	418	0.5904	0.3333	0.5904	0.7684
No log	5.9155	420	0.5876	0.3263	0.5876	0.7666
No log	5.9437	422	0.5901	0.3520	0.5901	0.7682
No log	5.9718	424	0.6301	0.3089	0.6301	0.7938
No log	6.0	426	0.7155	0.2442	0.7155	0.8459
No log	6.0282	428	0.7911	0.2579	0.7911	0.8895
No log	6.0563	430	0.6951	0.2442	0.6951	0.8337
No log	6.0845	432	0.5935	0.3407	0.5935	0.7704
No log	6.1127	434	0.5965	0.3263	0.5965	0.7723
No log	6.1408	436	0.5818	0.3043	0.5818	0.7628
No log	6.1690	438	0.6233	0.3575	0.6233	0.7895
No log	6.1972	440	0.7350	0.2593	0.7350	0.8573
No log	6.2254	442	0.7186	0.2593	0.7186	0.8477
No log	6.2535	444	0.6305	0.2967	0.6305	0.7941
No log	6.2817	446	0.5753	0.3810	0.5753	0.7585
No log	6.3099	448	0.5581	0.3371	0.5581	0.7470
No log	6.3380	450	0.5571	0.3149	0.5571	0.7464
No log	6.3662	452	0.5623	0.4023	0.5623	0.7499
No log	6.3944	454	0.5693	0.4157	0.5693	0.7545
No log	6.4225	456	0.5821	0.4222	0.5821	0.7629
No log	6.4507	458	0.5909	0.2967	0.5909	0.7687
No log	6.4789	460	0.6015	0.3369	0.6015	0.7756
No log	6.5070	462	0.5572	0.4157	0.5572	0.7464
No log	6.5352	464	0.5452	0.3023	0.5452	0.7384
No log	6.5634	466	0.5448	0.3136	0.5448	0.7381
No log	6.5915	468	0.5546	0.3757	0.5546	0.7447
No log	6.6197	470	0.6266	0.3439	0.6266	0.7916
No log	6.6479	472	0.6792	0.3061	0.6792	0.8242
No log	6.6761	474	0.6225	0.3043	0.6225	0.7890
No log	6.7042	476	0.5547	0.4157	0.5547	0.7448
No log	6.7324	478	0.5444	0.3591	0.5444	0.7379
No log	6.7606	480	0.5400	0.3297	0.5400	0.7348
No log	6.7887	482	0.5619	0.4595	0.5619	0.7496
No log	6.8169	484	0.6008	0.3369	0.6008	0.7751
No log	6.8451	486	0.6501	0.3433	0.6501	0.8063
No log	6.8732	488	0.5942	0.4947	0.5942	0.7708
No log	6.9014	490	0.5534	0.4346	0.5534	0.7439
No log	6.9296	492	0.5319	0.3990	0.5319	0.7293
No log	6.9577	494	0.5306	0.4343	0.5306	0.7284
No log	6.9859	496	0.5701	0.4595	0.5701	0.7550
No log	7.0141	498	0.5853	0.3439	0.5853	0.7650
0.4127	7.0423	500	0.5854	0.3043	0.5854	0.7651
0.4127	7.0704	502	0.5612	0.3846	0.5612	0.7491
0.4127	7.0986	504	0.5567	0.3846	0.5567	0.7461
0.4127	7.1268	506	0.5450	0.4595	0.5450	0.7382
0.4127	7.1549	508	0.5318	0.3297	0.5318	0.7292
0.4127	7.1831	510	0.5388	0.3641	0.5388	0.7340
0.4127	7.2113	512	0.5687	0.4468	0.5687	0.7541
0.4127	7.2394	514	0.5975	0.4343	0.5975	0.7730
0.4127	7.2676	516	0.5872	0.4343	0.5872	0.7663
0.4127	7.2958	518	0.5708	0.375	0.5708	0.7555
0.4127	7.3239	520	0.5965	0.4343	0.5965	0.7724
0.4127	7.3521	522	0.6057	0.4	0.6057	0.7783
0.4127	7.3803	524	0.6281	0.3663	0.6281	0.7925
0.4127	7.4085	526	0.5896	0.3369	0.5896	0.7679
0.4127	7.4366	528	0.5480	0.3446	0.5480	0.7402
0.4127	7.4648	530	0.5211	0.3520	0.5211	0.7219
0.4127	7.4930	532	0.5104	0.3591	0.5104	0.7144
0.4127	7.5211	534	0.5096	0.3253	0.5096	0.7139
0.4127	7.5493	536	0.5174	0.3054	0.5174	0.7193
0.4127	7.5775	538	0.5335	0.3446	0.5335	0.7304
0.4127	7.6056	540	0.5394	0.3636	0.5394	0.7344
0.4127	7.6338	542	0.5246	0.3488	0.5246	0.7243
0.4127	7.6620	544	0.4988	0.2593	0.4988	0.7062
0.4127	7.6901	546	0.4921	0.3488	0.4921	0.7015
0.4127	7.7183	548	0.4933	0.3258	0.4933	0.7023
0.4127	7.7465	550	0.5016	0.2593	0.5016	0.7083
0.4127	7.7746	552	0.5344	0.3846	0.5344	0.7311
0.4127	7.8028	554	0.5721	0.3043	0.5721	0.7564
0.4127	7.8310	556	0.5668	0.3043	0.5668	0.7529
0.4127	7.8592	558	0.5343	0.3846	0.5343	0.7310
0.4127	7.8873	560	0.5200	0.3371	0.5200	0.7211
0.4127	7.9155	562	0.5115	0.4105	0.5115	0.7152
0.4127	7.9437	564	0.5129	0.3927	0.5129	0.7161
0.4127	7.9718	566	0.5202	0.3814	0.5202	0.7212
0.4127	8.0	568	0.5298	0.3333	0.5298	0.7278
0.4127	8.0282	570	0.5294	0.3333	0.5294	0.7276
0.4127	8.0563	572	0.5175	0.3927	0.5175	0.7194
0.4127	8.0845	574	0.5229	0.3043	0.5229	0.7231
0.4127	8.1127	576	0.5436	0.3563	0.5436	0.7373
0.4127	8.1408	578	0.5435	0.3563	0.5435	0.7372
0.4127	8.1690	580	0.5190	0.3488	0.5190	0.7204
0.4127	8.1972	582	0.5071	0.2184	0.5071	0.7121
0.4127	8.2254	584	0.5103	0.3548	0.5103	0.7143
0.4127	8.2535	586	0.5110	0.3548	0.5110	0.7148
0.4127	8.2817	588	0.5104	0.2967	0.5104	0.7145
0.4127	8.3099	590	0.5141	0.2967	0.5141	0.7170
0.4127	8.3380	592	0.5157	0.3927	0.5157	0.7181
0.4127	8.3662	594	0.5183	0.3927	0.5183	0.7199
0.4127	8.3944	596	0.5217	0.4043	0.5217	0.7223
0.4127	8.4225	598	0.5284	0.3369	0.5284	0.7269
0.4127	8.4507	600	0.5334	0.3043	0.5334	0.7303
0.4127	8.4789	602	0.5303	0.3369	0.5303	0.7282
0.4127	8.5070	604	0.5264	0.4043	0.5264	0.7256
0.4127	8.5352	606	0.5271	0.3927	0.5271	0.7260
0.4127	8.5634	608	0.5282	0.2967	0.5282	0.7268
0.4127	8.5915	610	0.5282	0.2626	0.5282	0.7268
0.4127	8.6197	612	0.5373	0.3371	0.5373	0.7330
0.4127	8.6479	614	0.5379	0.3371	0.5379	0.7334
0.4127	8.6761	616	0.5500	0.3898	0.5500	0.7416
0.4127	8.7042	618	0.5817	0.3043	0.5817	0.7627
0.4127	8.7324	620	0.5826	0.3043	0.5826	0.7633
0.4127	8.7606	622	0.5603	0.3846	0.5603	0.7485
0.4127	8.7887	624	0.5434	0.3778	0.5434	0.7372
0.4127	8.8169	626	0.5350	0.3371	0.5350	0.7314
0.4127	8.8451	628	0.5339	0.3371	0.5339	0.7307
0.4127	8.8732	630	0.5265	0.2832	0.5265	0.7256
0.4127	8.9014	632	0.5184	0.2967	0.5184	0.7200
0.4127	8.9296	634	0.5174	0.3548	0.5174	0.7193
0.4127	8.9577	636	0.5225	0.2917	0.5225	0.7228
0.4127	8.9859	638	0.5206	0.3548	0.5206	0.7215
0.4127	9.0141	640	0.5189	0.3548	0.5189	0.7203
0.4127	9.0423	642	0.5159	0.3224	0.5159	0.7182
0.4127	9.0704	644	0.5235	0.2941	0.5235	0.7235
0.4127	9.0986	646	0.5352	0.3730	0.5352	0.7316
0.4127	9.1268	648	0.5516	0.3730	0.5516	0.7427
0.4127	9.1549	650	0.5721	0.3846	0.5721	0.7564
0.4127	9.1831	652	0.5821	0.3846	0.5821	0.7630
0.4127	9.2113	654	0.5767	0.3846	0.5767	0.7594
0.4127	9.2394	656	0.5602	0.3846	0.5602	0.7485
0.4127	9.2676	658	0.5558	0.3730	0.5558	0.7455
0.4127	9.2958	660	0.5563	0.3730	0.5563	0.7459
0.4127	9.3239	662	0.5498	0.3730	0.5498	0.7415
0.4127	9.3521	664	0.5369	0.3617	0.5369	0.7327
0.4127	9.3803	666	0.5286	0.3297	0.5286	0.7270
0.4127	9.4085	668	0.5256	0.3548	0.5256	0.7250
0.4127	9.4366	670	0.5258	0.3548	0.5258	0.7251
0.4127	9.4648	672	0.5265	0.3548	0.5265	0.7256
0.4127	9.4930	674	0.5272	0.3439	0.5272	0.7261
0.4127	9.5211	676	0.5273	0.3439	0.5273	0.7261
0.4127	9.5493	678	0.5274	0.3548	0.5274	0.7262
0.4127	9.5775	680	0.5279	0.3548	0.5279	0.7266
0.4127	9.6056	682	0.5295	0.3927	0.5295	0.7276
0.4127	9.6338	684	0.5304	0.3927	0.5304	0.7283
0.4127	9.6620	686	0.5323	0.4747	0.5323	0.7296
0.4127	9.6901	688	0.5333	0.4462	0.5333	0.7302
0.4127	9.7183	690	0.5363	0.4400	0.5363	0.7323
0.4127	9.7465	692	0.5411	0.3508	0.5411	0.7356
0.4127	9.7746	694	0.5472	0.3730	0.5472	0.7397
0.4127	9.8028	696	0.5516	0.3730	0.5516	0.7427
0.4127	9.8310	698	0.5558	0.3730	0.5558	0.7455
0.4127	9.8592	700	0.5599	0.3730	0.5599	0.7483
0.4127	9.8873	702	0.5638	0.3846	0.5638	0.7509
0.4127	9.9155	704	0.5672	0.3846	0.5672	0.7531
0.4127	9.9437	706	0.5684	0.3846	0.5684	0.7539
0.4127	9.9718	708	0.5688	0.3846	0.5688	0.7542
0.4127	10.0	710	0.5687	0.3846	0.5687	0.7541

Framework versions

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