ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k17_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: 0.5886
• Qwk: 0.3118
• Mse: 0.5886
• Rmse: 0.7672

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	0.0253	2	3.1556	0.0014	3.1556	1.7764
No log	0.0506	4	1.7473	-0.0370	1.7473	1.3218
No log	0.0759	6	0.9098	0.0698	0.9098	0.9538
No log	0.1013	8	1.8755	0.0458	1.8755	1.3695
No log	0.1266	10	1.2189	0.0388	1.2189	1.1040
No log	0.1519	12	0.5827	0.0071	0.5827	0.7634
No log	0.1772	14	0.7378	0.1765	0.7378	0.8589
No log	0.2025	16	1.0488	0.0522	1.0488	1.0241
No log	0.2278	18	0.7137	-0.0323	0.7137	0.8448
No log	0.2532	20	0.6301	0.0145	0.6301	0.7938
No log	0.2785	22	0.6213	-0.0233	0.6213	0.7882
No log	0.3038	24	0.6785	-0.0667	0.6785	0.8237
No log	0.3291	26	0.6911	0.0256	0.6911	0.8313
No log	0.3544	28	1.0277	0.0476	1.0277	1.0137
No log	0.3797	30	1.5253	0.0	1.5253	1.2350
No log	0.4051	32	1.0790	0.0388	1.0790	1.0387
No log	0.4304	34	0.5894	0.0222	0.5894	0.7677
No log	0.4557	36	0.5523	0.0	0.5523	0.7432
No log	0.4810	38	0.5683	0.0725	0.5683	0.7538
No log	0.5063	40	0.8328	0.1545	0.8328	0.9126
No log	0.5316	42	1.2462	0.0	1.2462	1.1164
No log	0.5570	44	1.0668	0.0	1.0668	1.0329
No log	0.5823	46	0.7127	0.3237	0.7127	0.8442
No log	0.6076	48	0.5671	0.0569	0.5671	0.7531
No log	0.6329	50	0.5573	0.0	0.5573	0.7465
No log	0.6582	52	0.5556	0.0	0.5556	0.7454
No log	0.6835	54	0.6303	0.2593	0.6303	0.7939
No log	0.7089	56	0.9099	0.1220	0.9099	0.9539
No log	0.7342	58	1.1019	0.0698	1.1019	1.0497
No log	0.7595	60	1.0447	0.0698	1.0447	1.0221
No log	0.7848	62	0.7330	0.2432	0.7330	0.8562
No log	0.8101	64	0.5540	0.0303	0.5540	0.7443
No log	0.8354	66	0.5431	-0.0149	0.5431	0.7370
No log	0.8608	68	0.5355	0.0769	0.5355	0.7318
No log	0.8861	70	0.5486	0.2201	0.5486	0.7407
No log	0.9114	72	0.7763	0.2877	0.7763	0.8811
No log	0.9367	74	0.7213	0.2762	0.7213	0.8493
No log	0.9620	76	0.5483	0.1905	0.5483	0.7405
No log	0.9873	78	0.5602	0.2184	0.5602	0.7485
No log	1.0127	80	0.5383	0.0303	0.5383	0.7337
No log	1.0380	82	0.5399	0.0638	0.5399	0.7348
No log	1.0633	84	0.7013	0.2850	0.7013	0.8374
No log	1.0886	86	0.9272	0.2542	0.9272	0.9629
No log	1.1139	88	0.6390	0.2990	0.6390	0.7994
No log	1.1392	90	0.4914	0.1111	0.4914	0.7010
No log	1.1646	92	0.4928	0.1206	0.4928	0.7020
No log	1.1899	94	0.6742	0.2410	0.6742	0.8211
No log	1.2152	96	0.8436	0.2000	0.8436	0.9185
No log	1.2405	98	0.5560	0.2970	0.5560	0.7456
No log	1.2658	100	0.6020	0.3333	0.6020	0.7759
No log	1.2911	102	0.5830	0.1667	0.5830	0.7635
No log	1.3165	104	0.6596	0.2683	0.6596	0.8121
No log	1.3418	106	0.5936	0.25	0.5936	0.7705
No log	1.3671	108	0.6043	0.2749	0.6043	0.7774
No log	1.3924	110	0.7439	0.2618	0.7439	0.8625
No log	1.4177	112	0.8545	0.2450	0.8545	0.9244
No log	1.4430	114	0.5782	0.4098	0.5782	0.7604
No log	1.4684	116	0.8657	0.1562	0.8657	0.9304
No log	1.4937	118	0.7827	0.2593	0.7827	0.8847
No log	1.5190	120	0.5920	0.2432	0.5920	0.7694
No log	1.5443	122	0.6203	0.2577	0.6203	0.7876
No log	1.5696	124	0.5894	0.2432	0.5894	0.7677
No log	1.5949	126	0.6301	0.2487	0.6301	0.7938
No log	1.6203	128	0.5973	0.2432	0.5973	0.7729
No log	1.6456	130	0.5703	0.3446	0.5703	0.7552
No log	1.6709	132	0.6171	0.2083	0.6171	0.7855
No log	1.6962	134	0.6254	0.3561	0.6254	0.7908
No log	1.7215	136	0.6581	0.4087	0.6581	0.8113
No log	1.7468	138	0.6428	0.2830	0.6428	0.8017
No log	1.7722	140	0.6831	0.4234	0.6831	0.8265
No log	1.7975	142	1.4684	0.1220	1.4684	1.2118
No log	1.8228	144	1.8149	0.1296	1.8149	1.3472
No log	1.8481	146	1.1921	0.2055	1.1921	1.0918
No log	1.8734	148	0.6004	0.1828	0.6004	0.7749
No log	1.8987	150	0.5115	0.1407	0.5115	0.7152
No log	1.9241	152	0.5231	0.0909	0.5231	0.7233
No log	1.9494	154	0.5674	0.1605	0.5674	0.7533
No log	1.9747	156	0.8028	0.2793	0.8028	0.8960
No log	2.0	158	0.9200	0.1730	0.9200	0.9591
No log	2.0253	160	0.7210	0.2850	0.7210	0.8491
No log	2.0506	162	0.5208	0.2201	0.5208	0.7217
No log	2.0759	164	0.5513	0.3407	0.5513	0.7425
No log	2.1013	166	0.5206	0.3862	0.5206	0.7215
No log	2.1266	168	0.5211	0.3939	0.5211	0.7218
No log	2.1519	170	0.5162	0.4175	0.5162	0.7185
No log	2.1772	172	0.9404	0.1736	0.9404	0.9697
No log	2.2025	174	1.1525	0.1355	1.1525	1.0736
No log	2.2278	176	0.7109	0.3962	0.7109	0.8431
No log	2.2532	178	0.5688	0.3524	0.5688	0.7542
No log	2.2785	180	0.4989	0.4286	0.4989	0.7063
No log	2.3038	182	0.4767	0.4286	0.4767	0.6905
No log	2.3291	184	0.4790	0.4229	0.4790	0.6921
No log	2.3544	186	0.4788	0.4343	0.4788	0.6919
No log	2.3797	188	0.4813	0.4286	0.4813	0.6938
No log	2.4051	190	0.5342	0.4340	0.5342	0.7309
No log	2.4304	192	0.4800	0.4667	0.4800	0.6928
No log	2.4557	194	0.7943	0.3569	0.7943	0.8913
No log	2.4810	196	0.6290	0.4389	0.6290	0.7931
No log	2.5063	198	0.4628	0.4510	0.4628	0.6803
No log	2.5316	200	0.7253	0.3052	0.7253	0.8517
No log	2.5570	202	0.8749	0.2281	0.8749	0.9353
No log	2.5823	204	0.5728	0.2917	0.5728	0.7569
No log	2.6076	206	0.6247	0.3898	0.6247	0.7904
No log	2.6329	208	0.9878	0.3007	0.9878	0.9939
No log	2.6582	210	0.7757	0.3171	0.7757	0.8807
No log	2.6835	212	0.4667	0.3882	0.4667	0.6831
No log	2.7089	214	0.6846	0.3131	0.6846	0.8274
No log	2.7342	216	0.7136	0.3035	0.7136	0.8448
No log	2.7595	218	0.4936	0.2575	0.4936	0.7026
No log	2.7848	220	0.5567	0.4286	0.5567	0.7461
No log	2.8101	222	0.5778	0.4167	0.5778	0.7601
No log	2.8354	224	0.5011	0.4152	0.5011	0.7079
No log	2.8608	226	0.4977	0.4023	0.4977	0.7055
No log	2.8861	228	0.5183	0.4894	0.5183	0.7199
No log	2.9114	230	0.5363	0.4764	0.5363	0.7324
No log	2.9367	232	0.5798	0.48	0.5798	0.7614
No log	2.9620	234	0.5952	0.4231	0.5952	0.7715
No log	2.9873	236	0.5840	0.4123	0.5840	0.7642
No log	3.0127	238	0.5772	0.4341	0.5772	0.7597
No log	3.0380	240	0.5733	0.4396	0.5733	0.7571
No log	3.0633	242	0.5922	0.4074	0.5922	0.7696
No log	3.0886	244	0.5398	0.4118	0.5398	0.7347
No log	3.1139	246	0.6061	0.3427	0.6061	0.7785
No log	3.1392	248	0.5460	0.4225	0.5460	0.7389
No log	3.1646	250	0.6214	0.3905	0.6214	0.7883
No log	3.1899	252	0.6095	0.3905	0.6095	0.7807
No log	3.2152	254	0.5266	0.3439	0.5266	0.7257
No log	3.2405	256	0.4950	0.4157	0.4950	0.7035
No log	3.2658	258	0.4832	0.4667	0.4832	0.6952
No log	3.2911	260	0.5253	0.4229	0.5253	0.7248
No log	3.3165	262	0.4834	0.4526	0.4834	0.6953
No log	3.3418	264	0.4868	0.4286	0.4868	0.6977
No log	3.3671	266	0.5272	0.4343	0.5272	0.7261
No log	3.3924	268	0.5087	0.4783	0.5087	0.7132
No log	3.4177	270	0.5170	0.5023	0.5170	0.7190
No log	3.4430	272	0.6675	0.3739	0.6675	0.8170
No log	3.4684	274	0.9670	0.1729	0.9670	0.9834
No log	3.4937	276	0.8243	0.3125	0.8243	0.9079
No log	3.5190	278	0.5044	0.3927	0.5044	0.7102
No log	3.5443	280	0.4961	0.3966	0.4961	0.7043
No log	3.5696	282	0.5055	0.4043	0.5055	0.7110
No log	3.5949	284	0.4939	0.3407	0.4939	0.7028
No log	3.6203	286	0.5889	0.4231	0.5889	0.7674
No log	3.6456	288	0.6234	0.3951	0.6234	0.7896
No log	3.6709	290	0.4989	0.3478	0.4989	0.7063
No log	3.6962	292	0.6225	0.3427	0.6225	0.7890
No log	3.7215	294	0.7300	0.3180	0.7300	0.8544
No log	3.7468	296	0.5313	0.4	0.5313	0.7289
No log	3.7722	298	0.4830	0.4152	0.4830	0.6950
No log	3.7975	300	0.5346	0.3898	0.5346	0.7312
No log	3.8228	302	0.4863	0.4682	0.4863	0.6974
No log	3.8481	304	0.5320	0.3636	0.5320	0.7294
No log	3.8734	306	0.6408	0.25	0.6408	0.8005
No log	3.8987	308	0.6321	0.25	0.6321	0.7951
No log	3.9241	310	0.5125	0.3103	0.5125	0.7159
No log	3.9494	312	0.5010	0.4353	0.5010	0.7078
No log	3.9747	314	0.5243	0.4353	0.5243	0.7241
No log	4.0	316	0.5297	0.4743	0.5297	0.7278
No log	4.0253	318	0.5209	0.4222	0.5209	0.7217
No log	4.0506	320	0.5430	0.4404	0.5430	0.7369
No log	4.0759	322	0.5639	0.4947	0.5639	0.7510
No log	4.1013	324	0.6697	0.3143	0.6697	0.8184
No log	4.1266	326	0.6813	0.3143	0.6813	0.8254
No log	4.1519	328	0.5771	0.3797	0.5771	0.7597
No log	4.1772	330	0.5580	0.3797	0.5580	0.7470
No log	4.2025	332	0.5660	0.3913	0.5660	0.7523
No log	4.2278	334	0.5666	0.4409	0.5666	0.7527
No log	4.2532	336	0.5233	0.3797	0.5233	0.7234
No log	4.2785	338	0.5129	0.3898	0.5129	0.7161
No log	4.3038	340	0.5171	0.3778	0.5171	0.7191
No log	4.3291	342	0.5379	0.3797	0.5379	0.7334
No log	4.3544	344	0.7243	0.3607	0.7243	0.8510
No log	4.3797	346	0.8225	0.3092	0.8225	0.9069
No log	4.4051	348	0.6711	0.3455	0.6711	0.8192
No log	4.4304	350	0.5649	0.2990	0.5649	0.7516
No log	4.4557	352	0.5333	0.3161	0.5333	0.7303
No log	4.4810	354	0.5492	0.2914	0.5492	0.7411
No log	4.5063	356	0.5847	0.3446	0.5847	0.7647
No log	4.5316	358	0.6436	0.3365	0.6436	0.8022
No log	4.5570	360	0.5701	0.3609	0.5701	0.7550
No log	4.5823	362	0.4931	0.2911	0.4931	0.7022
No log	4.6076	364	0.4838	0.4074	0.4838	0.6955
No log	4.6329	366	0.4882	0.4083	0.4882	0.6987
No log	4.6582	368	0.6102	0.4067	0.6102	0.7811
No log	4.6835	370	0.6948	0.3929	0.6948	0.8336
No log	4.7089	372	0.5786	0.3623	0.5786	0.7607
No log	4.7342	374	0.5223	0.4098	0.5223	0.7227
No log	4.7595	376	0.5337	0.4286	0.5337	0.7305
No log	4.7848	378	0.5094	0.4220	0.5094	0.7137
No log	4.8101	380	0.5104	0.3054	0.5104	0.7144
No log	4.8354	382	0.5319	0.2941	0.5319	0.7293
No log	4.8608	384	0.5094	0.3563	0.5094	0.7138
No log	4.8861	386	0.5223	0.4764	0.5223	0.7227
No log	4.9114	388	0.5456	0.4764	0.5456	0.7387
No log	4.9367	390	0.5565	0.4894	0.5565	0.7460
No log	4.9620	392	0.5909	0.3089	0.5909	0.7687
No log	4.9873	394	0.5853	0.4286	0.5853	0.7650
No log	5.0127	396	0.6127	0.3077	0.6127	0.7827
No log	5.0380	398	0.6328	0.3116	0.6328	0.7955
No log	5.0633	400	0.6575	0.2442	0.6575	0.8108
No log	5.0886	402	0.6542	0.2442	0.6542	0.8088
No log	5.1139	404	0.6160	0.2893	0.6160	0.7849
No log	5.1392	406	0.6191	0.2871	0.6191	0.7869
No log	5.1646	408	0.7093	0.2830	0.7093	0.8422
No log	5.1899	410	0.7200	0.1845	0.7200	0.8485
No log	5.2152	412	0.6341	0.2410	0.6341	0.7963
No log	5.2405	414	0.5742	0.3118	0.5742	0.7577
No log	5.2658	416	0.7103	0.2308	0.7103	0.8428
No log	5.2911	418	0.7210	0.2607	0.7210	0.8491
No log	5.3165	420	0.5982	0.3778	0.5982	0.7734
No log	5.3418	422	0.5788	0.3118	0.5788	0.7608
No log	5.3671	424	0.7491	0.1855	0.7491	0.8655
No log	5.3924	426	0.7754	0.2208	0.7754	0.8806
No log	5.4177	428	0.6531	0.2245	0.6531	0.8081
No log	5.4430	430	0.5223	0.2821	0.5223	0.7227
No log	5.4684	432	0.5598	0.3455	0.5598	0.7482
No log	5.4937	434	0.6020	0.3216	0.6020	0.7759
No log	5.5190	436	0.5473	0.3086	0.5473	0.7398
No log	5.5443	438	0.5160	0.3253	0.5160	0.7183
No log	5.5696	440	0.6120	0.3267	0.6120	0.7823
No log	5.5949	442	0.6336	0.3585	0.6336	0.7960
No log	5.6203	444	0.5428	0.3118	0.5428	0.7367
No log	5.6456	446	0.5022	0.3846	0.5022	0.7087
No log	5.6709	448	0.5477	0.3591	0.5477	0.7400
No log	5.6962	450	0.5624	0.3563	0.5624	0.7499
No log	5.7215	452	0.5296	0.3488	0.5296	0.7278
No log	5.7468	454	0.5096	0.3182	0.5096	0.7139
No log	5.7722	456	0.5738	0.3333	0.5738	0.7575
No log	5.7975	458	0.6137	0.3267	0.6137	0.7834
No log	5.8228	460	0.5693	0.3263	0.5693	0.7545
No log	5.8481	462	0.5442	0.3684	0.5442	0.7377
No log	5.8734	464	0.5606	0.3191	0.5606	0.7488
No log	5.8987	466	0.6151	0.3561	0.6151	0.7843
No log	5.9241	468	0.5806	0.3297	0.5806	0.7619
No log	5.9494	470	0.5367	0.4023	0.5367	0.7326
No log	5.9747	472	0.5358	0.3927	0.5358	0.7320
No log	6.0	474	0.5425	0.3684	0.5425	0.7366
No log	6.0253	476	0.5722	0.3297	0.5722	0.7565
No log	6.0506	478	0.5715	0.3191	0.5715	0.7560
No log	6.0759	480	0.5447	0.3149	0.5447	0.7380
No log	6.1013	482	0.5468	0.3730	0.5468	0.7395
No log	6.1266	484	0.5513	0.4043	0.5513	0.7425
No log	6.1519	486	0.5457	0.3231	0.5457	0.7387
No log	6.1772	488	0.5567	0.3118	0.5567	0.7461
No log	6.2025	490	0.5419	0.3478	0.5419	0.7361
No log	6.2278	492	0.5383	0.3263	0.5383	0.7337
No log	6.2532	494	0.5337	0.3520	0.5337	0.7305
No log	6.2785	496	0.5406	0.3118	0.5406	0.7352
No log	6.3038	498	0.5408	0.3439	0.5408	0.7354
0.4284	6.3291	500	0.5455	0.3439	0.5455	0.7386
0.4284	6.3544	502	0.5515	0.3439	0.5515	0.7427
0.4284	6.3797	504	0.5554	0.3478	0.5554	0.7453
0.4284	6.4051	506	0.5599	0.3617	0.5599	0.7483
0.4284	6.4304	508	0.5489	0.3478	0.5489	0.7409
0.4284	6.4557	510	0.5416	0.3478	0.5416	0.7360
0.4284	6.4810	512	0.5335	0.3073	0.5335	0.7304
0.4284	6.5063	514	0.5353	0.3149	0.5353	0.7316
0.4284	6.5316	516	0.5322	0.3149	0.5322	0.7295
0.4284	6.5570	518	0.5113	0.3073	0.5113	0.7150
0.4284	6.5823	520	0.5106	0.3488	0.5106	0.7145
0.4284	6.6076	522	0.5119	0.4607	0.5119	0.7155
0.4284	6.6329	524	0.5073	0.3103	0.5073	0.7122
0.4284	6.6582	526	0.5088	0.3520	0.5088	0.7133
0.4284	6.6835	528	0.5032	0.3520	0.5032	0.7093
0.4284	6.7089	530	0.5043	0.3520	0.5043	0.7101
0.4284	6.7342	532	0.5246	0.3661	0.5246	0.7243
0.4284	6.7595	534	0.5223	0.3661	0.5223	0.7227
0.4284	6.7848	536	0.4958	0.3757	0.4958	0.7042
0.4284	6.8101	538	0.4953	0.3182	0.4953	0.7038
0.4284	6.8354	540	0.4950	0.4286	0.4950	0.7035
0.4284	6.8608	542	0.5037	0.3520	0.5037	0.7097
0.4284	6.8861	544	0.5318	0.4043	0.5318	0.7293
0.4284	6.9114	546	0.5342	0.4162	0.5342	0.7309
0.4284	6.9367	548	0.5361	0.4162	0.5361	0.7322
0.4284	6.9620	550	0.5051	0.3182	0.5051	0.7107
0.4284	6.9873	552	0.5020	0.4023	0.5020	0.7085
0.4284	7.0127	554	0.5074	0.3684	0.5074	0.7123
0.4284	7.0380	556	0.5154	0.3684	0.5154	0.7179
0.4284	7.0633	558	0.5367	0.3829	0.5367	0.7326
0.4284	7.0886	560	0.5422	0.3778	0.5422	0.7363
0.4284	7.1139	562	0.5450	0.3224	0.5450	0.7383
0.4284	7.1392	564	0.5308	0.3149	0.5308	0.7286
0.4284	7.1646	566	0.5270	0.3846	0.5270	0.7260
0.4284	7.1899	568	0.5506	0.3118	0.5506	0.7420
0.4284	7.2152	570	0.5979	0.3365	0.5979	0.7733
0.4284	7.2405	572	0.6431	0.3665	0.6431	0.8019
0.4284	7.2658	574	0.6888	0.3333	0.6888	0.8299
0.4284	7.2911	576	0.7046	0.3305	0.7046	0.8394
0.4284	7.3165	578	0.6451	0.3333	0.6451	0.8032
0.4284	7.3418	580	0.6131	0.3365	0.6131	0.7830
0.4284	7.3671	582	0.5890	0.3402	0.5890	0.7675
0.4284	7.3924	584	0.5861	0.3439	0.5861	0.7655
0.4284	7.4177	586	0.5970	0.3089	0.5970	0.7726
0.4284	7.4430	588	0.6147	0.3035	0.6147	0.7840
0.4284	7.4684	590	0.6249	0.2621	0.6249	0.7905
0.4284	7.4937	592	0.6096	0.2621	0.6096	0.7808
0.4284	7.5190	594	0.5869	0.3118	0.5869	0.7661
0.4284	7.5443	596	0.5788	0.3520	0.5788	0.7608
0.4284	7.5696	598	0.5835	0.3508	0.5835	0.7639
0.4284	7.5949	600	0.5872	0.3297	0.5872	0.7663
0.4284	7.6203	602	0.5935	0.3478	0.5935	0.7704
0.4284	7.6456	604	0.6254	0.2621	0.6254	0.7908
0.4284	7.6709	606	0.6558	0.2621	0.6558	0.8098
0.4284	7.6962	608	0.6414	0.2621	0.6414	0.8009
0.4284	7.7215	610	0.6241	0.2621	0.6241	0.7900
0.4284	7.7468	612	0.6217	0.2621	0.6217	0.7885
0.4284	7.7722	614	0.6084	0.2637	0.6084	0.7800
0.4284	7.7975	616	0.5820	0.3118	0.5820	0.7629
0.4284	7.8228	618	0.5646	0.3520	0.5646	0.7514
0.4284	7.8481	620	0.5889	0.4286	0.5889	0.7674
0.4284	7.8734	622	0.6090	0.3462	0.6090	0.7804
0.4284	7.8987	624	0.6287	0.3462	0.6287	0.7929
0.4284	7.9241	626	0.6004	0.3561	0.6004	0.7748
0.4284	7.9494	628	0.5605	0.3333	0.5605	0.7487
0.4284	7.9747	630	0.5588	0.3149	0.5588	0.7475
0.4284	8.0	632	0.5805	0.3089	0.5805	0.7619
0.4284	8.0253	634	0.5912	0.3089	0.5912	0.7689
0.4284	8.0506	636	0.5850	0.3089	0.5850	0.7649
0.4284	8.0759	638	0.5646	0.3118	0.5646	0.7514
0.4284	8.1013	640	0.5493	0.3182	0.5493	0.7412
0.4284	8.1266	642	0.5549	0.3882	0.5549	0.7449
0.4284	8.1519	644	0.5693	0.3636	0.5693	0.7545
0.4284	8.1772	646	0.5757	0.3636	0.5757	0.7588
0.4284	8.2025	648	0.5791	0.3520	0.5791	0.7610
0.4284	8.2278	650	0.5671	0.3757	0.5671	0.7531
0.4284	8.2532	652	0.5540	0.3488	0.5540	0.7443
0.4284	8.2785	654	0.5636	0.3149	0.5636	0.7507
0.4284	8.3038	656	0.5767	0.3089	0.5767	0.7594
0.4284	8.3291	658	0.6038	0.2637	0.6038	0.7770
0.4284	8.3544	660	0.6088	0.2637	0.6088	0.7803
0.4284	8.3797	662	0.5931	0.3089	0.5931	0.7701
0.4284	8.4051	664	0.5778	0.3043	0.5778	0.7601
0.4284	8.4304	666	0.5756	0.3407	0.5756	0.7587
0.4284	8.4557	668	0.5802	0.3439	0.5802	0.7617
0.4284	8.4810	670	0.5839	0.3439	0.5839	0.7641
0.4284	8.5063	672	0.5849	0.3439	0.5849	0.7648
0.4284	8.5316	674	0.5814	0.3508	0.5814	0.7625
0.4284	8.5570	676	0.5821	0.3043	0.5821	0.7630
0.4284	8.5823	678	0.5842	0.3043	0.5842	0.7643
0.4284	8.6076	680	0.5902	0.3016	0.5902	0.7682
0.4284	8.6329	682	0.5877	0.3016	0.5877	0.7666
0.4284	8.6582	684	0.5823	0.3043	0.5823	0.7631
0.4284	8.6835	686	0.5810	0.3073	0.5810	0.7622
0.4284	8.7089	688	0.5806	0.3407	0.5806	0.7619
0.4284	8.7342	690	0.5821	0.3043	0.5821	0.7629
0.4284	8.7595	692	0.5808	0.3407	0.5808	0.7621
0.4284	8.7848	694	0.5798	0.3708	0.5798	0.7614
0.4284	8.8101	696	0.5812	0.3708	0.5812	0.7624
0.4284	8.8354	698	0.5793	0.3617	0.5793	0.7611
0.4284	8.8608	700	0.5800	0.3407	0.5800	0.7616
0.4284	8.8861	702	0.5801	0.3297	0.5801	0.7616
0.4284	8.9114	704	0.5803	0.3617	0.5803	0.7618
0.4284	8.9367	706	0.5801	0.3617	0.5801	0.7616
0.4284	8.9620	708	0.5797	0.3369	0.5797	0.7614
0.4284	8.9873	710	0.5846	0.3439	0.5846	0.7646
0.4284	9.0127	712	0.5920	0.3061	0.5920	0.7694
0.4284	9.0380	714	0.5974	0.3061	0.5974	0.7729
0.4284	9.0633	716	0.5943	0.3367	0.5943	0.7709
0.4284	9.0886	718	0.5867	0.3369	0.5867	0.7659
0.4284	9.1139	720	0.5841	0.3369	0.5841	0.7643
0.4284	9.1392	722	0.5840	0.3263	0.5840	0.7642
0.4284	9.1646	724	0.5856	0.3297	0.5856	0.7653
0.4284	9.1899	726	0.5871	0.3263	0.5871	0.7662
0.4284	9.2152	728	0.5896	0.3369	0.5896	0.7679
0.4284	9.2405	730	0.5927	0.3369	0.5927	0.7699
0.4284	9.2658	732	0.5950	0.3369	0.5950	0.7713
0.4284	9.2911	734	0.5988	0.3267	0.5988	0.7738
0.4284	9.3165	736	0.5989	0.3061	0.5989	0.7739
0.4284	9.3418	738	0.5974	0.3267	0.5974	0.7729
0.4284	9.3671	740	0.5935	0.3333	0.5935	0.7704
0.4284	9.3924	742	0.5914	0.3369	0.5914	0.7690
0.4284	9.4177	744	0.5894	0.3369	0.5894	0.7677
0.4284	9.4430	746	0.5886	0.3369	0.5886	0.7672
0.4284	9.4684	748	0.5890	0.3684	0.5890	0.7675
0.4284	9.4937	750	0.5887	0.3684	0.5887	0.7673
0.4284	9.5190	752	0.5882	0.3684	0.5882	0.7670
0.4284	9.5443	754	0.5878	0.3684	0.5878	0.7667
0.4284	9.5696	756	0.5877	0.3333	0.5877	0.7666
0.4284	9.5949	758	0.5882	0.3333	0.5882	0.7670
0.4284	9.6203	760	0.5901	0.3118	0.5901	0.7681
0.4284	9.6456	762	0.5941	0.3118	0.5941	0.7708
0.4284	9.6709	764	0.5973	0.3089	0.5973	0.7729
0.4284	9.6962	766	0.5995	0.3061	0.5995	0.7742
0.4284	9.7215	768	0.5991	0.3061	0.5991	0.7740
0.4284	9.7468	770	0.5977	0.3089	0.5977	0.7731
0.4284	9.7722	772	0.5964	0.3089	0.5964	0.7722
0.4284	9.7975	774	0.5940	0.3089	0.5940	0.7707
0.4284	9.8228	776	0.5911	0.3118	0.5911	0.7688
0.4284	9.8481	778	0.5893	0.3118	0.5893	0.7677
0.4284	9.8734	780	0.5891	0.3118	0.5891	0.7675
0.4284	9.8987	782	0.5887	0.3118	0.5887	0.7673
0.4284	9.9241	784	0.5885	0.3118	0.5885	0.7671
0.4284	9.9494	786	0.5885	0.3118	0.5885	0.7671
0.4284	9.9747	788	0.5885	0.3118	0.5885	0.7671
0.4284	10.0	790	0.5886	0.3118	0.5886	0.7672

Framework versions

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