ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k16_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: 0.6890
• Qwk: 0.2632
• Mse: 0.6890
• Rmse: 0.8300

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	0.0267	2	3.3025	-0.0160	3.3025	1.8173
No log	0.0533	4	1.8483	-0.0390	1.8483	1.3595
No log	0.08	6	1.1784	0.0255	1.1784	1.0855
No log	0.1067	8	1.0105	0.0114	1.0105	1.0052
No log	0.1333	10	1.1465	0.0294	1.1465	1.0708
No log	0.16	12	0.7110	0.1475	0.7110	0.8432
No log	0.1867	14	0.6663	0.0805	0.6663	0.8163
No log	0.2133	16	0.6430	0.1698	0.6430	0.8019
No log	0.24	18	0.7030	0.1373	0.7030	0.8384
No log	0.2667	20	1.0878	0.0201	1.0878	1.0430
No log	0.2933	22	0.7246	0.2077	0.7246	0.8512
No log	0.32	24	0.5861	0.1698	0.5861	0.7656
No log	0.3467	26	0.6824	0.3535	0.6824	0.8260
No log	0.3733	28	0.6417	0.2917	0.6417	0.8010
No log	0.4	30	0.5282	0.0909	0.5282	0.7268
No log	0.4267	32	0.5419	0.0	0.5419	0.7361
No log	0.4533	34	0.5564	-0.0159	0.5564	0.7459
No log	0.48	36	0.6111	-0.0068	0.6111	0.7817
No log	0.5067	38	0.6224	-0.1064	0.6224	0.7889
No log	0.5333	40	0.5947	0.0	0.5947	0.7711
No log	0.56	42	0.5979	0.0	0.5979	0.7732
No log	0.5867	44	0.5812	-0.0081	0.5812	0.7624
No log	0.6133	46	0.7175	0.1515	0.7175	0.8471
No log	0.64	48	0.7481	0.1443	0.7481	0.8649
No log	0.6667	50	0.7239	0.0222	0.7239	0.8508
No log	0.6933	52	0.7079	0.0476	0.7079	0.8414
No log	0.72	54	0.6558	0.0327	0.6558	0.8098
No log	0.7467	56	0.6512	-0.1014	0.6512	0.8069
No log	0.7733	58	0.7085	-0.0303	0.7085	0.8417
No log	0.8	60	0.6601	0.1565	0.6601	0.8125
No log	0.8267	62	0.6547	0.1895	0.6547	0.8091
No log	0.8533	64	0.6610	0.1329	0.6610	0.8130
No log	0.88	66	0.7466	0.1038	0.7466	0.8641
No log	0.9067	68	0.8936	0.1068	0.8936	0.9453
No log	0.9333	70	0.7106	0.1186	0.7106	0.8430
No log	0.96	72	0.6728	0.0534	0.6728	0.8202
No log	0.9867	74	0.6590	-0.0159	0.6590	0.8118
No log	1.0133	76	0.6203	-0.0159	0.6203	0.7876
No log	1.04	78	0.6375	0.0850	0.6375	0.7984
No log	1.0667	80	0.6678	0.0123	0.6678	0.8172
No log	1.0933	82	0.6442	0.1448	0.6442	0.8026
No log	1.12	84	0.6999	0.2090	0.6999	0.8366
No log	1.1467	86	0.7682	0.3091	0.7682	0.8765
No log	1.1733	88	0.6335	0.2766	0.6335	0.7959
No log	1.2	90	0.5890	0.3730	0.5890	0.7674
No log	1.2267	92	0.6738	0.3061	0.6738	0.8208
No log	1.2533	94	0.5194	0.3488	0.5194	0.7207
No log	1.28	96	0.5714	0.2381	0.5714	0.7559
No log	1.3067	98	0.7510	0.1644	0.7510	0.8666
No log	1.3333	100	0.5823	0.2707	0.5823	0.7631
No log	1.3600	102	0.5147	0.2516	0.5147	0.7175
No log	1.3867	104	0.5538	0.3000	0.5538	0.7442
No log	1.4133	106	0.5796	0.52	0.5796	0.7613
No log	1.44	108	0.5582	0.1233	0.5582	0.7471
No log	1.4667	110	0.5450	0.1233	0.5450	0.7382
No log	1.4933	112	0.5559	0.2883	0.5559	0.7456
No log	1.52	114	0.7033	0.2692	0.7033	0.8386
No log	1.5467	116	0.9394	0.1181	0.9394	0.9692
No log	1.5733	118	0.7526	0.3548	0.7526	0.8675
No log	1.6	120	0.7448	0.3548	0.7448	0.8630
No log	1.6267	122	1.0665	0.0376	1.0665	1.0327
No log	1.6533	124	1.2012	0.1351	1.2012	1.0960
No log	1.6800	126	0.9362	0.0958	0.9362	0.9676
No log	1.7067	128	0.7496	0.1724	0.7496	0.8658
No log	1.7333	130	0.6192	0.4348	0.6192	0.7869
No log	1.76	132	0.6864	0.2239	0.6864	0.8285
No log	1.7867	134	0.7833	0.1855	0.7833	0.8851
No log	1.8133	136	0.5987	0.3208	0.5987	0.7737
No log	1.8400	138	0.5392	0.3253	0.5392	0.7343
No log	1.8667	140	0.5135	0.3067	0.5135	0.7166
No log	1.8933	142	0.7863	0.2661	0.7863	0.8867
No log	1.92	144	1.1085	0.0836	1.1085	1.0529
No log	1.9467	146	1.1217	0.0515	1.1217	1.0591
No log	1.9733	148	0.7027	0.1698	0.7027	0.8383
No log	2.0	150	0.5973	0.3874	0.5973	0.7729
No log	2.0267	152	0.5915	0.3427	0.5915	0.7691
No log	2.0533	154	1.1109	0.1399	1.1109	1.0540
No log	2.08	156	1.4020	0.0500	1.4020	1.1840
No log	2.1067	158	1.1807	0.0853	1.1807	1.0866
No log	2.1333	160	0.5909	0.4286	0.5909	0.7687
No log	2.16	162	0.6113	0.2692	0.6113	0.7818
No log	2.1867	164	0.6868	0.1855	0.6868	0.8287
No log	2.2133	166	0.5571	0.3862	0.5571	0.7464
No log	2.24	168	0.9078	0.0916	0.9078	0.9528
No log	2.2667	170	1.2978	0.0927	1.2978	1.1392
No log	2.2933	172	1.1395	0.1095	1.1395	1.0675
No log	2.32	174	0.6796	0.3303	0.6796	0.8244
No log	2.3467	176	0.6088	0.3860	0.6088	0.7802
No log	2.3733	178	0.6662	0.3303	0.6662	0.8162
No log	2.4	180	0.9248	0.0625	0.9248	0.9617
No log	2.4267	182	1.1550	0.1141	1.1550	1.0747
No log	2.4533	184	0.9735	0.1292	0.9735	0.9867
No log	2.48	186	0.6008	0.3684	0.6008	0.7751
No log	2.5067	188	0.5833	0.3508	0.5833	0.7637
No log	2.5333	190	0.6809	0.3365	0.6809	0.8252
No log	2.56	192	1.1486	0.1409	1.1486	1.0717
No log	2.5867	194	1.1378	0.1399	1.1378	1.0667
No log	2.6133	196	0.6789	0.2986	0.6789	0.8239
No log	2.64	198	0.5754	0.3469	0.5754	0.7585
No log	2.6667	200	0.6057	0.3862	0.6057	0.7783
No log	2.6933	202	1.0079	0.1367	1.0079	1.0040
No log	2.7200	204	1.1814	0.1467	1.1814	1.0869
No log	2.7467	206	0.8983	0.1818	0.8983	0.9478
No log	2.7733	208	0.5457	0.4157	0.5457	0.7387
No log	2.8	210	0.6059	0.2410	0.6059	0.7784
No log	2.8267	212	0.5281	0.3073	0.5281	0.7267
No log	2.8533	214	0.6646	0.3237	0.6646	0.8153
No log	2.88	216	0.9101	0.2464	0.9101	0.9540
No log	2.9067	218	0.9099	0.2892	0.9099	0.9539
No log	2.9333	220	0.6481	0.3028	0.6481	0.8050
No log	2.96	222	0.5846	0.3623	0.5846	0.7646
No log	2.9867	224	0.5926	0.3433	0.5926	0.7698
No log	3.0133	226	0.8581	0.2424	0.8581	0.9263
No log	3.04	228	0.8804	0.1877	0.8804	0.9383
No log	3.0667	230	0.7426	0.3619	0.7426	0.8617
No log	3.0933	232	0.5088	0.4043	0.5088	0.7133
No log	3.12	234	0.7910	0.3306	0.7910	0.8894
No log	3.1467	236	0.7428	0.2743	0.7428	0.8619
No log	3.1733	238	0.4872	0.2485	0.4872	0.6980
No log	3.2	240	0.5466	0.3609	0.5466	0.7393
No log	3.2267	242	0.5805	0.3966	0.5805	0.7619
No log	3.2533	244	0.6783	0.3973	0.6783	0.8236
No log	3.2800	246	0.6162	0.3725	0.6162	0.7850
No log	3.3067	248	0.5654	0.28	0.5654	0.7519
No log	3.3333	250	0.5847	0.3010	0.5847	0.7647
No log	3.36	252	0.6586	0.2646	0.6586	0.8115
No log	3.3867	254	0.9263	0.2401	0.9263	0.9624
No log	3.4133	256	0.8246	0.3307	0.8246	0.9081
No log	3.44	258	0.5781	0.3131	0.5781	0.7603
No log	3.4667	260	0.5869	0.2889	0.5869	0.7661
No log	3.4933	262	0.5511	0.3073	0.5511	0.7424
No log	3.52	264	0.6297	0.3663	0.6297	0.7935
No log	3.5467	266	0.5943	0.4167	0.5943	0.7709
No log	3.5733	268	0.5425	0.2941	0.5425	0.7366
No log	3.6	270	0.5505	0.2914	0.5505	0.7419
No log	3.6267	272	0.6856	0.2811	0.6856	0.8280
No log	3.6533	274	0.8003	0.3388	0.8003	0.8946
No log	3.68	276	0.8358	0.3016	0.8358	0.9142
No log	3.7067	278	0.6231	0.2621	0.6231	0.7894
No log	3.7333	280	0.6173	0.3814	0.6173	0.7857
No log	3.76	282	0.5952	0.3369	0.5952	0.7715
No log	3.7867	284	0.7131	0.2727	0.7131	0.8444
No log	3.8133	286	1.2095	0.0951	1.2095	1.0998
No log	3.84	288	1.2652	0.0951	1.2652	1.1248
No log	3.8667	290	0.9239	0.2635	0.9239	0.9612
No log	3.8933	292	0.5701	0.3548	0.5701	0.7550
No log	3.92	294	0.6057	0.3231	0.6057	0.7782
No log	3.9467	296	0.5599	0.3103	0.5599	0.7483
No log	3.9733	298	0.6119	0.3831	0.6119	0.7822
No log	4.0	300	0.9062	0.1635	0.9062	0.9520
No log	4.0267	302	1.0938	0.1429	1.0938	1.0459
No log	4.0533	304	0.9198	0.1396	0.9198	0.9591
No log	4.08	306	0.7167	0.3422	0.7167	0.8466
No log	4.1067	308	0.6407	0.3761	0.6407	0.8005
No log	4.1333	310	0.6917	0.3722	0.6917	0.8317
No log	4.16	312	0.6986	0.3548	0.6986	0.8358
No log	4.1867	314	0.6159	0.4010	0.6159	0.7848
No log	4.2133	316	0.6379	0.3242	0.6379	0.7987
No log	4.24	318	0.6134	0.3333	0.6134	0.7832
No log	4.2667	320	0.5387	0.3862	0.5387	0.7340
No log	4.2933	322	0.5465	0.4222	0.5465	0.7393
No log	4.32	324	0.6609	0.2607	0.6609	0.8129
No log	4.3467	326	0.6321	0.2549	0.6321	0.7951
No log	4.3733	328	0.5571	0.3846	0.5571	0.7464
No log	4.4	330	0.5435	0.4157	0.5435	0.7372
No log	4.4267	332	0.5167	0.3548	0.5167	0.7188
No log	4.4533	334	0.5324	0.3797	0.5324	0.7296
No log	4.48	336	0.5338	0.4043	0.5338	0.7306
No log	4.5067	338	0.7390	0.2479	0.7390	0.8597
No log	4.5333	340	0.8948	0.2548	0.8948	0.9460
No log	4.5600	342	0.7528	0.2208	0.7528	0.8676
No log	4.5867	344	0.5463	0.4162	0.5463	0.7391
No log	4.6133	346	0.6264	0.3333	0.6264	0.7914
No log	4.64	348	0.6792	0.3116	0.6792	0.8241
No log	4.6667	350	0.5639	0.2967	0.5639	0.7509
No log	4.6933	352	0.6418	0.3498	0.6418	0.8011
No log	4.72	354	0.7971	0.2275	0.7971	0.8928
No log	4.7467	356	0.7278	0.2838	0.7278	0.8531
No log	4.7733	358	0.6277	0.3561	0.6277	0.7923
No log	4.8	360	0.5934	0.4	0.5934	0.7704
No log	4.8267	362	0.5867	0.3661	0.5867	0.7659
No log	4.8533	364	0.6103	0.4	0.6103	0.7812
No log	4.88	366	0.7633	0.3360	0.7633	0.8737
No log	4.9067	368	1.0682	0.1095	1.0682	1.0335
No log	4.9333	370	1.0743	0.1143	1.0743	1.0365
No log	4.96	372	0.8134	0.2797	0.8134	0.9019
No log	4.9867	374	0.5700	0.4162	0.5700	0.7550
No log	5.0133	376	0.5862	0.3508	0.5862	0.7657
No log	5.04	378	0.5475	0.3407	0.5475	0.7400
No log	5.0667	380	0.5400	0.3966	0.5400	0.7348
No log	5.0933	382	0.6019	0.3216	0.6019	0.7758
No log	5.12	384	0.6004	0.3216	0.6004	0.7749
No log	5.1467	386	0.5739	0.3253	0.5739	0.7576
No log	5.1733	388	0.5965	0.4023	0.5965	0.7723
No log	5.2	390	0.7727	0.2531	0.7727	0.8790
No log	5.2267	392	0.8998	0.2537	0.8998	0.9486
No log	5.2533	394	0.9012	0.2481	0.9012	0.9493
No log	5.28	396	0.8701	0.3235	0.8701	0.9328
No log	5.3067	398	0.6942	0.2743	0.6942	0.8332
No log	5.3333	400	0.6245	0.3561	0.6245	0.7903
No log	5.36	402	0.6240	0.4694	0.6240	0.7900
No log	5.3867	404	0.5939	0.4059	0.5939	0.7706
No log	5.4133	406	0.7503	0.2743	0.7503	0.8662
No log	5.44	408	0.8758	0.2782	0.8758	0.9358
No log	5.4667	410	0.7987	0.2199	0.7987	0.8937
No log	5.4933	412	0.6196	0.3641	0.6196	0.7872
No log	5.52	414	0.5823	0.3548	0.5823	0.7631
No log	5.5467	416	0.5801	0.4091	0.5801	0.7616
No log	5.5733	418	0.6128	0.3161	0.6128	0.7828
No log	5.6	420	0.6978	0.2727	0.6978	0.8353
No log	5.6267	422	0.7011	0.2727	0.7011	0.8373
No log	5.6533	424	0.5944	0.3548	0.5944	0.7710
No log	5.68	426	0.5527	0.3978	0.5527	0.7435
No log	5.7067	428	0.5662	0.2967	0.5662	0.7525
No log	5.7333	430	0.5727	0.3369	0.5727	0.7567
No log	5.76	432	0.5887	0.3641	0.5887	0.7673
No log	5.7867	434	0.6604	0.2661	0.6604	0.8127
No log	5.8133	436	0.6458	0.3333	0.6458	0.8036
No log	5.84	438	0.5819	0.4583	0.5819	0.7629
No log	5.8667	440	0.5561	0.3508	0.5561	0.7457
No log	5.8933	442	0.5750	0.4409	0.5750	0.7583
No log	5.92	444	0.6561	0.3394	0.6561	0.8100
No log	5.9467	446	0.7473	0.3153	0.7473	0.8645
No log	5.9733	448	0.7804	0.2759	0.7804	0.8834
No log	6.0	450	0.7510	0.2961	0.7510	0.8666
No log	6.0267	452	0.8380	0.2129	0.8380	0.9154
No log	6.0533	454	0.8148	0.264	0.8148	0.9027
No log	6.08	456	0.7404	0.2579	0.7404	0.8605
No log	6.1067	458	0.6718	0.3535	0.6718	0.8196
No log	6.1333	460	0.6909	0.2919	0.6909	0.8312
No log	6.16	462	0.6760	0.3575	0.6760	0.8222
No log	6.1867	464	0.7705	0.2208	0.7705	0.8778
No log	6.2133	466	0.9145	0.2366	0.9145	0.9563
No log	6.24	468	1.0140	0.2177	1.0140	1.0070
No log	6.2667	470	0.9204	0.1562	0.9204	0.9594
No log	6.2933	472	0.7336	0.2217	0.7336	0.8565
No log	6.32	474	0.6244	0.3730	0.6244	0.7902
No log	6.3467	476	0.6187	0.3617	0.6187	0.7866
No log	6.3733	478	0.6565	0.2965	0.6565	0.8103
No log	6.4	480	0.7919	0.1453	0.7919	0.8899
No log	6.4267	482	0.8062	0.1148	0.8062	0.8979
No log	6.4533	484	0.7701	0.1392	0.7701	0.8776
No log	6.48	486	0.8367	0.1429	0.8367	0.9147
No log	6.5067	488	0.8277	0.1429	0.8277	0.9098
No log	6.5333	490	0.7361	0.2566	0.7361	0.8580
No log	6.5600	492	0.6812	0.3028	0.6812	0.8254
No log	6.5867	494	0.7125	0.2579	0.7125	0.8441
No log	6.6133	496	0.7173	0.2566	0.7173	0.8469
No log	6.64	498	0.6808	0.3180	0.6808	0.8251
0.4326	6.6667	500	0.6688	0.3131	0.6688	0.8178
0.4326	6.6933	502	0.6632	0.3208	0.6632	0.8144
0.4326	6.72	504	0.7053	0.1927	0.7053	0.8398
0.4326	6.7467	506	0.8073	0.2129	0.8073	0.8985
0.4326	6.7733	508	0.7708	0.1515	0.7708	0.8779
0.4326	6.8	510	0.6969	0.1790	0.6969	0.8348
0.4326	6.8267	512	0.6375	0.2577	0.6375	0.7985
0.4326	6.8533	514	0.5772	0.4083	0.5772	0.7597
0.4326	6.88	516	0.5771	0.3659	0.5771	0.7597
0.4326	6.9067	518	0.5829	0.3659	0.5829	0.7635
0.4326	6.9333	520	0.5991	0.4091	0.5991	0.7740
0.4326	6.96	522	0.6215	0.3927	0.6215	0.7884
0.4326	6.9867	524	0.6872	0.2074	0.6872	0.8290
0.4326	7.0133	526	0.7808	0.1504	0.7808	0.8836
0.4326	7.04	528	0.7529	0.1724	0.7529	0.8677
0.4326	7.0667	530	0.6477	0.2258	0.6477	0.8048
0.4326	7.0933	532	0.6180	0.4012	0.6180	0.7862
0.4326	7.12	534	0.6342	0.3267	0.6342	0.7963
0.4326	7.1467	536	0.6490	0.3267	0.6490	0.8056
0.4326	7.1733	538	0.6248	0.3267	0.6248	0.7904
0.4326	7.2	540	0.6075	0.3757	0.6075	0.7794
0.4326	7.2267	542	0.6216	0.4483	0.6216	0.7884
0.4326	7.2533	544	0.6071	0.4419	0.6071	0.7792
0.4326	7.28	546	0.5886	0.3757	0.5886	0.7672
0.4326	7.3067	548	0.5848	0.4012	0.5848	0.7647
0.4326	7.3333	550	0.6039	0.4556	0.6039	0.7771
0.4326	7.36	552	0.6642	0.1765	0.6642	0.8150
0.4326	7.3867	554	0.6758	0.1765	0.6758	0.8221
0.4326	7.4133	556	0.6520	0.25	0.6520	0.8075
0.4326	7.44	558	0.6119	0.2809	0.6119	0.7823
0.4326	7.4667	560	0.5800	0.4483	0.5800	0.7616
0.4326	7.4933	562	0.5755	0.4350	0.5755	0.7586
0.4326	7.52	564	0.5803	0.3730	0.5803	0.7618
0.4326	7.5467	566	0.5822	0.4098	0.5822	0.7630
0.4326	7.5733	568	0.6076	0.3333	0.6076	0.7795
0.4326	7.6	570	0.6580	0.3498	0.6580	0.8112
0.4326	7.6267	572	0.6929	0.2075	0.6929	0.8324
0.4326	7.6533	574	0.6930	0.2075	0.6930	0.8325
0.4326	7.68	576	0.6632	0.3103	0.6632	0.8143
0.4326	7.7067	578	0.6077	0.3913	0.6077	0.7796
0.4326	7.7333	580	0.5898	0.3913	0.5898	0.7680
0.4326	7.76	582	0.5702	0.4023	0.5702	0.7551
0.4326	7.7867	584	0.5612	0.3609	0.5612	0.7491
0.4326	7.8133	586	0.5548	0.4157	0.5548	0.7448
0.4326	7.84	588	0.5584	0.4157	0.5584	0.7472
0.4326	7.8667	590	0.5690	0.3829	0.5690	0.7543
0.4326	7.8933	592	0.5923	0.3591	0.5923	0.7696
0.4326	7.92	594	0.6552	0.3200	0.6552	0.8095
0.4326	7.9467	596	0.7368	0.2146	0.7368	0.8584
0.4326	7.9733	598	0.7876	0.1858	0.7876	0.8874
0.4326	8.0	600	0.7532	0.2140	0.7532	0.8679
0.4326	8.0267	602	0.6689	0.3116	0.6689	0.8178
0.4326	8.0533	604	0.6461	0.3433	0.6461	0.8038
0.4326	8.08	606	0.6153	0.3591	0.6153	0.7844
0.4326	8.1067	608	0.5847	0.4350	0.5847	0.7646
0.4326	8.1333	610	0.5806	0.3778	0.5806	0.7620
0.4326	8.16	612	0.6082	0.3862	0.6082	0.7799
0.4326	8.1867	614	0.6455	0.3561	0.6455	0.8034
0.4326	8.2133	616	0.6937	0.3067	0.6937	0.8329
0.4326	8.24	618	0.6728	0.3488	0.6728	0.8202
0.4326	8.2667	620	0.6149	0.3433	0.6149	0.7841
0.4326	8.2933	622	0.5762	0.3829	0.5762	0.7591
0.4326	8.32	624	0.5736	0.3829	0.5736	0.7573
0.4326	8.3467	626	0.5957	0.3797	0.5957	0.7718
0.4326	8.3733	628	0.6286	0.3469	0.6286	0.7929
0.4326	8.4	630	0.6720	0.3394	0.6720	0.8197
0.4326	8.4267	632	0.7024	0.2982	0.7024	0.8381
0.4326	8.4533	634	0.6821	0.3303	0.6821	0.8259
0.4326	8.48	636	0.6370	0.3299	0.6370	0.7981
0.4326	8.5067	638	0.6083	0.3778	0.6083	0.7799
0.4326	8.5333	640	0.6051	0.3778	0.6051	0.7779
0.4326	8.56	642	0.6160	0.4286	0.6160	0.7849
0.4326	8.5867	644	0.6630	0.3684	0.6630	0.8142
0.4326	8.6133	646	0.7356	0.3067	0.7356	0.8577
0.4326	8.64	648	0.7622	0.2414	0.7622	0.8731
0.4326	8.6667	650	0.7805	0.2140	0.7805	0.8835
0.4326	8.6933	652	0.7408	0.2423	0.7408	0.8607
0.4326	8.72	654	0.6859	0.3394	0.6859	0.8282
0.4326	8.7467	656	0.6426	0.3684	0.6426	0.8017
0.4326	8.7733	658	0.6199	0.3402	0.6199	0.7874
0.4326	8.8	660	0.6075	0.3333	0.6075	0.7794
0.4326	8.8267	662	0.6199	0.3769	0.6199	0.7874
0.4326	8.8533	664	0.6546	0.3744	0.6546	0.8091
0.4326	8.88	666	0.6758	0.3628	0.6758	0.8221
0.4326	8.9067	668	0.6889	0.3067	0.6889	0.8300
0.4326	8.9333	670	0.6984	0.3333	0.6984	0.8357
0.4326	8.96	672	0.6944	0.3247	0.6944	0.8333
0.4326	8.9867	674	0.6844	0.3628	0.6844	0.8273
0.4326	9.0133	676	0.6666	0.3704	0.6666	0.8165
0.4326	9.04	678	0.6590	0.3744	0.6590	0.8118
0.4326	9.0667	680	0.6691	0.3628	0.6691	0.8180
0.4326	9.0933	682	0.6788	0.3628	0.6788	0.8239
0.4326	9.12	684	0.6771	0.3628	0.6771	0.8229
0.4326	9.1467	686	0.6958	0.2632	0.6958	0.8342
0.4326	9.1733	688	0.6906	0.2632	0.6906	0.8310
0.4326	9.2	690	0.6834	0.2632	0.6834	0.8267
0.4326	9.2267	692	0.6755	0.3004	0.6755	0.8219
0.4326	9.2533	694	0.6605	0.3052	0.6605	0.8127
0.4326	9.28	696	0.6456	0.3744	0.6456	0.8035
0.4326	9.3067	698	0.6468	0.3744	0.6468	0.8043
0.4326	9.3333	700	0.6428	0.3744	0.6428	0.8017
0.4326	9.36	702	0.6310	0.3786	0.6310	0.7943
0.4326	9.3867	704	0.6272	0.3831	0.6272	0.7920
0.4326	9.4133	706	0.6247	0.3831	0.6247	0.7904
0.4326	9.44	708	0.6171	0.3831	0.6171	0.7856
0.4326	9.4667	710	0.6063	0.3927	0.6063	0.7787
0.4326	9.4933	712	0.6023	0.4409	0.6023	0.7761
0.4326	9.52	714	0.6021	0.4409	0.6021	0.7759
0.4326	9.5467	716	0.6035	0.4286	0.6035	0.7769
0.4326	9.5733	718	0.6018	0.4286	0.6018	0.7757
0.4326	9.6	720	0.6060	0.4286	0.6060	0.7785
0.4326	9.6267	722	0.6168	0.3769	0.6168	0.7854
0.4326	9.6533	724	0.6311	0.3786	0.6311	0.7944
0.4326	9.68	726	0.6488	0.3704	0.6488	0.8055
0.4326	9.7067	728	0.6602	0.3665	0.6602	0.8125
0.4326	9.7333	730	0.6665	0.3665	0.6665	0.8164
0.4326	9.76	732	0.6719	0.3665	0.6719	0.8197
0.4326	9.7867	734	0.6775	0.3247	0.6775	0.8231
0.4326	9.8133	736	0.6834	0.3247	0.6834	0.8267
0.4326	9.84	738	0.6852	0.3247	0.6852	0.8278
0.4326	9.8667	740	0.6877	0.3247	0.6877	0.8293
0.4326	9.8933	742	0.6877	0.3247	0.6877	0.8293
0.4326	9.92	744	0.6862	0.3247	0.6862	0.8284
0.4326	9.9467	746	0.6868	0.3247	0.6868	0.8288
0.4326	9.9733	748	0.6881	0.2632	0.6881	0.8295
0.4326	10.0	750	0.6890	0.2632	0.6890	0.8300

Framework versions

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