ArabicNewSplits_FineTuningAraBERT_AugV5_k20_task2_organization_fold1

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: 0.6817
• Qwk: 0.4518
• Mse: 0.6817
• Rmse: 0.8256

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	0.0278	2	5.0318	0.0247	5.0318	2.2432
No log	0.0556	4	2.7159	0.0919	2.7159	1.6480
No log	0.0833	6	1.1819	0.1598	1.1819	1.0872
No log	0.1111	8	1.0216	0.1781	1.0216	1.0107
No log	0.1389	10	1.1677	0.2268	1.1677	1.0806
No log	0.1667	12	1.4310	0.2243	1.4310	1.1962
No log	0.1944	14	1.3512	0.2439	1.3512	1.1624
No log	0.2222	16	1.4651	0.0622	1.4651	1.2104
No log	0.25	18	1.4550	-0.0439	1.4550	1.2062
No log	0.2778	20	1.2284	0.0655	1.2284	1.1084
No log	0.3056	22	0.9609	0.1054	0.9609	0.9803
No log	0.3333	24	0.9277	0.1273	0.9277	0.9632
No log	0.3611	26	0.9985	0.2259	0.9985	0.9993
No log	0.3889	28	1.0651	0.2564	1.0651	1.0320
No log	0.4167	30	0.9368	0.1480	0.9368	0.9679
No log	0.4444	32	0.9452	0.1480	0.9452	0.9722
No log	0.4722	34	0.9855	0.0813	0.9855	0.9927
No log	0.5	36	1.0278	0.0602	1.0278	1.0138
No log	0.5278	38	1.0600	0.1273	1.0600	1.0296
No log	0.5556	40	1.1979	0.2177	1.1979	1.0945
No log	0.5833	42	1.1255	0.2616	1.1255	1.0609
No log	0.6111	44	0.9829	0.1273	0.9829	0.9914
No log	0.6389	46	0.8107	0.0813	0.8107	0.9004
No log	0.6667	48	0.6785	0.0680	0.6785	0.8237
No log	0.6944	50	0.6142	0.1071	0.6142	0.7837
No log	0.7222	52	0.6322	0.1071	0.6322	0.7951
No log	0.75	54	0.6609	0.0876	0.6609	0.8129
No log	0.7778	56	0.7748	0.0680	0.7748	0.8802
No log	0.8056	58	0.9007	0.0680	0.9007	0.9491
No log	0.8333	60	0.9165	0.0680	0.9165	0.9573
No log	0.8611	62	0.9234	-0.0205	0.9234	0.9610
No log	0.8889	64	0.9211	-0.0205	0.9211	0.9598
No log	0.9167	66	0.8085	0.0	0.8085	0.8991
No log	0.9444	68	0.7007	0.0	0.7007	0.8371
No log	0.9722	70	0.6571	0.0079	0.6571	0.8106
No log	1.0	72	0.6591	0.0079	0.6591	0.8118
No log	1.0278	74	0.7075	0.0212	0.7075	0.8411
No log	1.0556	76	0.6918	0.0250	0.6918	0.8317
No log	1.0833	78	0.8344	0.0212	0.8344	0.9135
No log	1.1111	80	0.9747	0.0212	0.9747	0.9873
No log	1.1389	82	1.0593	0.0370	1.0593	1.0292
No log	1.1667	84	1.0998	0.0370	1.0998	1.0487
No log	1.1944	86	0.9826	0.0212	0.9826	0.9913
No log	1.2222	88	0.8927	0.0212	0.8927	0.9449
No log	1.25	90	0.7860	0.0212	0.7860	0.8866
No log	1.2778	92	0.7100	0.0645	0.7100	0.8426
No log	1.3056	94	0.7735	0.0690	0.7735	0.8795
No log	1.3333	96	0.8339	0.0110	0.8339	0.9132
No log	1.3611	98	0.8644	0.0190	0.8644	0.9297
No log	1.3889	100	0.7558	0.0622	0.7558	0.8694
No log	1.4167	102	0.7562	0.0278	0.7562	0.8696
No log	1.4444	104	0.9595	0.0451	0.9595	0.9796
No log	1.4722	106	1.2022	0.1763	1.2022	1.0965
No log	1.5	108	1.1498	0.1763	1.1498	1.0723
No log	1.5278	110	0.7530	0.0670	0.7530	0.8678
No log	1.5556	112	0.5472	0.4104	0.5472	0.7398
No log	1.5833	114	0.5617	0.4104	0.5617	0.7494
No log	1.6111	116	0.6226	0.3340	0.6226	0.7890
No log	1.6389	118	0.6149	0.3389	0.6149	0.7841
No log	1.6667	120	0.5928	0.3367	0.5928	0.7699
No log	1.6944	122	0.7566	0.1404	0.7566	0.8698
No log	1.7222	124	0.6849	0.2162	0.6849	0.8276
No log	1.75	126	0.7239	0.3645	0.7239	0.8508
No log	1.7778	128	0.9947	0.3209	0.9947	0.9974
No log	1.8056	130	0.8946	0.4104	0.8946	0.9459
No log	1.8333	132	0.7677	0.4651	0.7677	0.8762
No log	1.8611	134	0.6065	0.3908	0.6065	0.7788
No log	1.8889	136	0.5269	0.4355	0.5269	0.7259
No log	1.9167	138	0.5471	0.3830	0.5471	0.7397
No log	1.9444	140	0.5951	0.3273	0.5951	0.7714
No log	1.9722	142	0.6288	0.1629	0.6288	0.7930
No log	2.0	144	0.6829	0.1876	0.6829	0.8264
No log	2.0278	146	0.7299	-0.0172	0.7299	0.8543
No log	2.0556	148	0.7222	0.0250	0.7222	0.8498
No log	2.0833	150	0.6708	0.0289	0.6708	0.8190
No log	2.1111	152	0.7018	0.1841	0.7018	0.8377
No log	2.1389	154	0.7427	0.2725	0.7427	0.8618
No log	2.1667	156	0.6506	0.3754	0.6506	0.8066
No log	2.1944	158	0.5553	0.4189	0.5553	0.7452
No log	2.2222	160	0.6133	0.3206	0.6133	0.7832
No log	2.25	162	0.6656	0.2028	0.6656	0.8159
No log	2.2778	164	0.5890	0.4436	0.5890	0.7675
No log	2.3056	166	0.5924	0.4838	0.5924	0.7697
No log	2.3333	168	0.7785	0.3022	0.7785	0.8823
No log	2.3611	170	0.7307	0.3317	0.7307	0.8548
No log	2.3889	172	0.6156	0.4666	0.6156	0.7846
No log	2.4167	174	0.5585	0.4355	0.5585	0.7473
No log	2.4444	176	0.6518	0.2885	0.6518	0.8074
No log	2.4722	178	0.7009	0.1901	0.7009	0.8372
No log	2.5	180	0.6600	0.2162	0.6600	0.8124
No log	2.5278	182	0.6470	0.3872	0.6470	0.8044
No log	2.5556	184	0.6625	0.2295	0.6625	0.8139
No log	2.5833	186	0.6664	0.2190	0.6664	0.8163
No log	2.6111	188	0.6245	0.3345	0.6245	0.7902
No log	2.6389	190	0.6044	0.3866	0.6044	0.7774
No log	2.6667	192	0.5806	0.4024	0.5806	0.7620
No log	2.6944	194	0.5636	0.4186	0.5636	0.7507
No log	2.7222	196	0.5398	0.3662	0.5398	0.7347
No log	2.75	198	0.5370	0.3851	0.5370	0.7328
No log	2.7778	200	0.5118	0.3297	0.5118	0.7154
No log	2.8056	202	0.5337	0.4447	0.5337	0.7305
No log	2.8333	204	0.6048	0.3280	0.6048	0.7777
No log	2.8611	206	0.5729	0.3611	0.5729	0.7569
No log	2.8889	208	0.5006	0.4376	0.5006	0.7075
No log	2.9167	210	0.5005	0.4387	0.5005	0.7075
No log	2.9444	212	0.5367	0.4673	0.5367	0.7326
No log	2.9722	214	0.6417	0.4502	0.6417	0.8010
No log	3.0	216	0.6578	0.4513	0.6578	0.8110
No log	3.0278	218	0.7698	0.3153	0.7698	0.8774
No log	3.0556	220	0.7486	0.3545	0.7486	0.8652
No log	3.0833	222	0.6301	0.4543	0.6301	0.7938
No log	3.1111	224	0.5375	0.4435	0.5375	0.7331
No log	3.1389	226	0.5406	0.5079	0.5406	0.7353
No log	3.1667	228	0.5464	0.4762	0.5464	0.7392
No log	3.1944	230	0.5686	0.4781	0.5686	0.7541
No log	3.2222	232	0.5800	0.4446	0.5800	0.7615
No log	3.25	234	0.5602	0.4782	0.5602	0.7485
No log	3.2778	236	0.5945	0.3794	0.5945	0.7710
No log	3.3056	238	0.5720	0.4130	0.5720	0.7563
No log	3.3333	240	0.5344	0.5230	0.5344	0.7310
No log	3.3611	242	0.5417	0.4912	0.5417	0.7360
No log	3.3889	244	0.5472	0.4762	0.5472	0.7397
No log	3.4167	246	0.5454	0.4929	0.5454	0.7385
No log	3.4444	248	0.5372	0.4593	0.5372	0.7330
No log	3.4722	250	0.5398	0.4593	0.5398	0.7347
No log	3.5	252	0.5423	0.4451	0.5423	0.7364
No log	3.5278	254	0.5529	0.5059	0.5529	0.7436
No log	3.5556	256	0.5680	0.4781	0.5680	0.7536
No log	3.5833	258	0.5882	0.3972	0.5882	0.7670
No log	3.6111	260	0.5818	0.3972	0.5818	0.7628
No log	3.6389	262	0.6123	0.3016	0.6123	0.7825
No log	3.6667	264	0.5754	0.3326	0.5754	0.7585
No log	3.6944	266	0.5337	0.4745	0.5337	0.7305
No log	3.7222	268	0.5321	0.4918	0.5321	0.7294
No log	3.75	270	0.5442	0.3794	0.5442	0.7377
No log	3.7778	272	0.5782	0.3280	0.5782	0.7604
No log	3.8056	274	0.5933	0.3066	0.5933	0.7703
No log	3.8333	276	0.5864	0.3066	0.5864	0.7657
No log	3.8611	278	0.5708	0.2848	0.5708	0.7555
No log	3.8889	280	0.5299	0.4047	0.5299	0.7280
No log	3.9167	282	0.5504	0.5336	0.5504	0.7419
No log	3.9444	284	0.5581	0.4841	0.5581	0.7471
No log	3.9722	286	0.5450	0.4398	0.5450	0.7383
No log	4.0	288	0.5583	0.4918	0.5583	0.7472
No log	4.0278	290	0.5711	0.4763	0.5711	0.7557
No log	4.0556	292	0.5729	0.4763	0.5729	0.7569
No log	4.0833	294	0.6016	0.3794	0.6016	0.7756
No log	4.1111	296	0.6344	0.3481	0.6344	0.7965
No log	4.1389	298	0.6972	0.2403	0.6972	0.8350
No log	4.1667	300	0.6786	0.3304	0.6786	0.8238
No log	4.1944	302	0.5920	0.3972	0.5920	0.7694
No log	4.2222	304	0.5307	0.4262	0.5307	0.7285
No log	4.25	306	0.5288	0.4693	0.5288	0.7272
No log	4.2778	308	0.5256	0.4693	0.5256	0.7250
No log	4.3056	310	0.5215	0.4558	0.5215	0.7221
No log	4.3333	312	0.5279	0.4874	0.5279	0.7266
No log	4.3611	314	0.5361	0.4874	0.5361	0.7322
No log	4.3889	316	0.5452	0.3938	0.5452	0.7383
No log	4.4167	318	0.5743	0.4282	0.5743	0.7578
No log	4.4444	320	0.5751	0.4282	0.5751	0.7583
No log	4.4722	322	0.5585	0.3729	0.5585	0.7474
No log	4.5	324	0.5543	0.3660	0.5543	0.7445
No log	4.5278	326	0.5580	0.4214	0.5580	0.7470
No log	4.5556	328	0.5725	0.4465	0.5725	0.7566
No log	4.5833	330	0.6188	0.3638	0.6188	0.7867
No log	4.6111	332	0.6350	0.3638	0.6350	0.7969
No log	4.6389	334	0.5818	0.4427	0.5818	0.7628
No log	4.6667	336	0.5347	0.3158	0.5347	0.7312
No log	4.6944	338	0.5338	0.3343	0.5338	0.7306
No log	4.7222	340	0.5212	0.3321	0.5212	0.7220
No log	4.75	342	0.5713	0.3540	0.5713	0.7559
No log	4.7778	344	0.6365	0.3548	0.6365	0.7978
No log	4.8056	346	0.6207	0.3548	0.6207	0.7879
No log	4.8333	348	0.5883	0.3256	0.5883	0.7670
No log	4.8611	350	0.5647	0.4301	0.5647	0.7515
No log	4.8889	352	0.6001	0.4184	0.6001	0.7746
No log	4.9167	354	0.6240	0.3817	0.6240	0.7899
No log	4.9444	356	0.6704	0.3494	0.6704	0.8188
No log	4.9722	358	0.7728	0.2278	0.7728	0.8791
No log	5.0	360	0.8865	0.0938	0.8865	0.9416
No log	5.0278	362	0.8750	0.0466	0.8750	0.9354
No log	5.0556	364	0.7943	0.1128	0.7943	0.8912
No log	5.0833	366	0.6795	0.2220	0.6795	0.8243
No log	5.1111	368	0.5886	0.2822	0.5886	0.7672
No log	5.1389	370	0.5599	0.3155	0.5599	0.7483
No log	5.1667	372	0.5563	0.3516	0.5563	0.7458
No log	5.1944	374	0.5695	0.3417	0.5695	0.7546
No log	5.2222	376	0.5917	0.3786	0.5917	0.7692
No log	5.25	378	0.6141	0.3349	0.6141	0.7836
No log	5.2778	380	0.6361	0.3873	0.6361	0.7975
No log	5.3056	382	0.6289	0.3873	0.6289	0.7930
No log	5.3333	384	0.5884	0.4130	0.5884	0.7671
No log	5.3611	386	0.5617	0.4067	0.5617	0.7494
No log	5.3889	388	0.5541	0.3926	0.5541	0.7443
No log	5.4167	390	0.5499	0.3348	0.5499	0.7416
No log	5.4444	392	0.5566	0.3948	0.5566	0.7460
No log	5.4722	394	0.5445	0.3684	0.5445	0.7379
No log	5.5	396	0.5258	0.3467	0.5258	0.7251
No log	5.5278	398	0.5244	0.3485	0.5244	0.7242
No log	5.5556	400	0.5327	0.3509	0.5327	0.7299
No log	5.5833	402	0.5611	0.3707	0.5611	0.7491
No log	5.6111	404	0.5914	0.3786	0.5914	0.7690
No log	5.6389	406	0.5988	0.3349	0.5988	0.7738
No log	5.6667	408	0.6093	0.3349	0.6093	0.7806
No log	5.6944	410	0.6032	0.3837	0.6032	0.7766
No log	5.7222	412	0.6032	0.4456	0.6032	0.7767
No log	5.75	414	0.5910	0.3345	0.5910	0.7688
No log	5.7778	416	0.5832	0.3104	0.5832	0.7637
No log	5.8056	418	0.5856	0.4236	0.5856	0.7652
No log	5.8333	420	0.5941	0.3440	0.5941	0.7708
No log	5.8611	422	0.6206	0.3280	0.6206	0.7878
No log	5.8889	424	0.6821	0.3327	0.6821	0.8259
No log	5.9167	426	0.7351	0.2199	0.7351	0.8574
No log	5.9444	428	0.7249	0.2199	0.7249	0.8514
No log	5.9722	430	0.6786	0.3510	0.6786	0.8238
No log	6.0	432	0.6698	0.3510	0.6698	0.8184
No log	6.0278	434	0.6783	0.3510	0.6783	0.8236
No log	6.0556	436	0.6617	0.3670	0.6617	0.8134
No log	6.0833	438	0.6239	0.3280	0.6239	0.7899
No log	6.1111	440	0.6122	0.3602	0.6122	0.7824
No log	6.1389	442	0.6201	0.3602	0.6201	0.7874
No log	6.1667	444	0.6662	0.3494	0.6662	0.8162
No log	6.1944	446	0.7120	0.3227	0.7120	0.8438
No log	6.2222	448	0.7941	0.3526	0.7941	0.8911
No log	6.25	450	0.8223	0.3316	0.8223	0.9068
No log	6.2778	452	0.7781	0.3650	0.7781	0.8821
No log	6.3056	454	0.7428	0.4004	0.7428	0.8618
No log	6.3333	456	0.7307	0.3485	0.7307	0.8548
No log	6.3611	458	0.6793	0.3990	0.6793	0.8242
No log	6.3889	460	0.6471	0.3563	0.6471	0.8044
No log	6.4167	462	0.6203	0.3713	0.6203	0.7876
No log	6.4444	464	0.6059	0.3692	0.6059	0.7784
No log	6.4722	466	0.6111	0.3692	0.6111	0.7817
No log	6.5	468	0.6170	0.3413	0.6170	0.7855
No log	6.5278	470	0.6458	0.3413	0.6458	0.8036
No log	6.5556	472	0.6733	0.4149	0.6733	0.8206
No log	6.5833	474	0.7207	0.3868	0.7207	0.8490
No log	6.6111	476	0.7165	0.3868	0.7165	0.8465
No log	6.6389	478	0.6614	0.3949	0.6614	0.8133
No log	6.6667	480	0.6394	0.3413	0.6394	0.7997
No log	6.6944	482	0.5997	0.3786	0.5997	0.7744
No log	6.7222	484	0.5821	0.4293	0.5821	0.7629
No log	6.75	486	0.5847	0.4293	0.5847	0.7646
No log	6.7778	488	0.5774	0.4293	0.5774	0.7598
No log	6.8056	490	0.5820	0.4293	0.5820	0.7629
No log	6.8333	492	0.5989	0.3786	0.5989	0.7739
No log	6.8611	494	0.6220	0.3783	0.6220	0.7886
No log	6.8889	496	0.6206	0.4240	0.6206	0.7878
No log	6.9167	498	0.6077	0.4699	0.6077	0.7795
0.3256	6.9444	500	0.5835	0.3844	0.5835	0.7639
0.3256	6.9722	502	0.5617	0.3390	0.5617	0.7495
0.3256	7.0	504	0.5599	0.3390	0.5599	0.7483
0.3256	7.0278	506	0.5658	0.3413	0.5658	0.7522
0.3256	7.0556	508	0.5839	0.3794	0.5839	0.7641
0.3256	7.0833	510	0.5893	0.4203	0.5893	0.7677
0.3256	7.1111	512	0.5887	0.4203	0.5887	0.7673
0.3256	7.1389	514	0.6032	0.4562	0.6032	0.7766
0.3256	7.1667	516	0.6163	0.4562	0.6163	0.7851
0.3256	7.1944	518	0.6237	0.4582	0.6237	0.7898
0.3256	7.2222	520	0.6171	0.4566	0.6171	0.7855
0.3256	7.25	522	0.6095	0.4958	0.6095	0.7807
0.3256	7.2778	524	0.6023	0.4638	0.6023	0.7761
0.3256	7.3056	526	0.6014	0.4635	0.6014	0.7755
0.3256	7.3333	528	0.6173	0.4562	0.6173	0.7857
0.3256	7.3611	530	0.6450	0.4314	0.6450	0.8031
0.3256	7.3889	532	0.7009	0.4373	0.7009	0.8372
0.3256	7.4167	534	0.7274	0.4558	0.7274	0.8529
0.3256	7.4444	536	0.7150	0.4421	0.7150	0.8456
0.3256	7.4722	538	0.6849	0.4373	0.6849	0.8276
0.3256	7.5	540	0.6621	0.4347	0.6621	0.8137
0.3256	7.5278	542	0.6350	0.4240	0.6350	0.7968
0.3256	7.5556	544	0.6122	0.4203	0.6122	0.7824
0.3256	7.5833	546	0.6032	0.3794	0.6032	0.7767
0.3256	7.6111	548	0.6145	0.3692	0.6145	0.7839
0.3256	7.6389	550	0.6430	0.3681	0.6430	0.8019
0.3256	7.6667	552	0.6677	0.3858	0.6677	0.8171
0.3256	7.6944	554	0.6848	0.3905	0.6848	0.8275
0.3256	7.7222	556	0.7073	0.3775	0.7073	0.8410
0.3256	7.75	558	0.7157	0.3775	0.7157	0.8460
0.3256	7.7778	560	0.7223	0.4231	0.7223	0.8499
0.3256	7.8056	562	0.7072	0.4363	0.7072	0.8409
0.3256	7.8333	564	0.6749	0.4347	0.6749	0.8215
0.3256	7.8611	566	0.6402	0.4717	0.6402	0.8002
0.3256	7.8889	568	0.6243	0.4528	0.6243	0.7901
0.3256	7.9167	570	0.6203	0.4528	0.6203	0.7876
0.3256	7.9444	572	0.6169	0.4668	0.6169	0.7855
0.3256	7.9722	574	0.6248	0.4550	0.6248	0.7905
0.3256	8.0	576	0.6367	0.4562	0.6367	0.7979
0.3256	8.0278	578	0.6599	0.4357	0.6599	0.8124
0.3256	8.0556	580	0.6834	0.3989	0.6834	0.8267
0.3256	8.0833	582	0.7312	0.4538	0.7312	0.8551
0.3256	8.1111	584	0.7624	0.4022	0.7624	0.8732
0.3256	8.1389	586	0.7617	0.4022	0.7617	0.8727
0.3256	8.1667	588	0.7468	0.4022	0.7468	0.8642
0.3256	8.1944	590	0.7074	0.4538	0.7074	0.8410
0.3256	8.2222	592	0.6710	0.4319	0.6710	0.8191
0.3256	8.25	594	0.6402	0.4272	0.6402	0.8001
0.3256	8.2778	596	0.6312	0.4240	0.6312	0.7945
0.3256	8.3056	598	0.6390	0.4272	0.6390	0.7994
0.3256	8.3333	600	0.6473	0.3830	0.6473	0.8045
0.3256	8.3611	602	0.6432	0.3783	0.6432	0.8020
0.3256	8.3889	604	0.6388	0.3783	0.6388	0.7993
0.3256	8.4167	606	0.6315	0.3783	0.6315	0.7946
0.3256	8.4444	608	0.6287	0.3783	0.6287	0.7929
0.3256	8.4722	610	0.6251	0.3783	0.6251	0.7906
0.3256	8.5	612	0.6226	0.4240	0.6226	0.7890
0.3256	8.5278	614	0.6230	0.3783	0.6230	0.7893
0.3256	8.5556	616	0.6194	0.4075	0.6194	0.7870
0.3256	8.5833	618	0.6156	0.3713	0.6156	0.7846
0.3256	8.6111	620	0.6101	0.3659	0.6101	0.7811
0.3256	8.6389	622	0.6120	0.3659	0.6120	0.7823
0.3256	8.6667	624	0.6251	0.3783	0.6251	0.7907
0.3256	8.6944	626	0.6458	0.3783	0.6458	0.8036
0.3256	8.7222	628	0.6650	0.3949	0.6650	0.8154
0.3256	8.75	630	0.6829	0.4028	0.6829	0.8264
0.3256	8.7778	632	0.6980	0.3892	0.6980	0.8355
0.3256	8.8056	634	0.7072	0.3970	0.7072	0.8410
0.3256	8.8333	636	0.7040	0.3970	0.7040	0.8390
0.3256	8.8611	638	0.6927	0.4064	0.6927	0.8323
0.3256	8.8889	640	0.6907	0.4064	0.6907	0.8311
0.3256	8.9167	642	0.6907	0.4064	0.6907	0.8311
0.3256	8.9444	644	0.6795	0.4028	0.6795	0.8243
0.3256	8.9722	646	0.6649	0.3873	0.6649	0.8154
0.3256	9.0	648	0.6560	0.3830	0.6560	0.8100
0.3256	9.0278	650	0.6588	0.3873	0.6588	0.8116
0.3256	9.0556	652	0.6658	0.4028	0.6658	0.8159
0.3256	9.0833	654	0.6755	0.4064	0.6755	0.8219
0.3256	9.1111	656	0.6776	0.4064	0.6776	0.8231
0.3256	9.1389	658	0.6726	0.4064	0.6726	0.8201
0.3256	9.1667	660	0.6707	0.3953	0.6707	0.8189
0.3256	9.1944	662	0.6723	0.3953	0.6723	0.8199
0.3256	9.2222	664	0.6792	0.4098	0.6792	0.8241
0.3256	9.25	666	0.6793	0.4098	0.6793	0.8242
0.3256	9.2778	668	0.6724	0.3953	0.6724	0.8200
0.3256	9.3056	670	0.6671	0.3953	0.6671	0.8168
0.3256	9.3333	672	0.6581	0.3914	0.6581	0.8112
0.3256	9.3611	674	0.6537	0.3873	0.6537	0.8085
0.3256	9.3889	676	0.6513	0.3873	0.6513	0.8071
0.3256	9.4167	678	0.6501	0.3873	0.6501	0.8063
0.3256	9.4444	680	0.6538	0.3873	0.6538	0.8086
0.3256	9.4722	682	0.6629	0.3914	0.6629	0.8142
0.3256	9.5	684	0.6708	0.4064	0.6708	0.8190
0.3256	9.5278	686	0.6756	0.4496	0.6756	0.8219
0.3256	9.5556	688	0.6789	0.4518	0.6789	0.8240
0.3256	9.5833	690	0.6854	0.4518	0.6854	0.8279
0.3256	9.6111	692	0.6891	0.4518	0.6891	0.8301
0.3256	9.6389	694	0.6919	0.4518	0.6919	0.8318
0.3256	9.6667	696	0.6936	0.4518	0.6936	0.8328
0.3256	9.6944	698	0.6949	0.4518	0.6949	0.8336
0.3256	9.7222	700	0.6935	0.4518	0.6935	0.8328
0.3256	9.75	702	0.6906	0.4518	0.6906	0.8310
0.3256	9.7778	704	0.6907	0.4518	0.6907	0.8311
0.3256	9.8056	706	0.6907	0.4518	0.6907	0.8311
0.3256	9.8333	708	0.6905	0.4518	0.6905	0.8309
0.3256	9.8611	710	0.6889	0.4518	0.6889	0.8300
0.3256	9.8889	712	0.6860	0.4518	0.6860	0.8283
0.3256	9.9167	714	0.6834	0.4518	0.6834	0.8267
0.3256	9.9444	716	0.6824	0.4518	0.6824	0.8261
0.3256	9.9722	718	0.6819	0.4518	0.6819	0.8258
0.3256	10.0	720	0.6817	0.4518	0.6817	0.8256

Framework versions

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