ArabicNewSplits6_FineTuningAraBERT_run3_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: 0.4872
• Qwk: 0.4526
• Mse: 0.4872
• Rmse: 0.6980

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	3.1727	-0.0027	3.1727	1.7812
No log	0.0506	4	1.6586	-0.0130	1.6586	1.2879
No log	0.0759	6	1.1142	0.0	1.1142	1.0555
No log	0.1013	8	1.1259	-0.0558	1.1259	1.0611
No log	0.1266	10	0.7204	-0.0196	0.7204	0.8488
No log	0.1519	12	0.7259	0.0531	0.7259	0.8520
No log	0.1772	14	1.0139	0.0431	1.0139	1.0069
No log	0.2025	16	1.4041	0.0	1.4041	1.1850
No log	0.2278	18	1.1716	0.0	1.1716	1.0824
No log	0.2532	20	1.0107	0.0	1.0107	1.0053
No log	0.2785	22	1.3803	0.0	1.3803	1.1749
No log	0.3038	24	1.5839	-0.0629	1.5839	1.2585
No log	0.3291	26	1.2688	0.0	1.2688	1.1264
No log	0.3544	28	0.8790	-0.0268	0.8790	0.9376
No log	0.3797	30	0.7018	0.2994	0.7018	0.8378
No log	0.4051	32	0.7608	0.2300	0.7608	0.8722
No log	0.4304	34	0.6669	0.2857	0.6669	0.8167
No log	0.4557	36	0.6127	0.0303	0.6127	0.7828
No log	0.4810	38	0.5792	0.0	0.5792	0.7611
No log	0.5063	40	0.5924	0.0	0.5924	0.7697
No log	0.5316	42	0.6027	0.0	0.6027	0.7764
No log	0.5570	44	0.6465	-0.0081	0.6465	0.8040
No log	0.5823	46	0.7186	0.2083	0.7186	0.8477
No log	0.6076	48	0.8116	0.0476	0.8116	0.9009
No log	0.6329	50	0.8709	0.1667	0.8709	0.9332
No log	0.6582	52	1.0092	0.1486	1.0092	1.0046
No log	0.6835	54	0.9253	0.1667	0.9253	0.9619
No log	0.7089	56	0.8331	0.0933	0.8331	0.9127
No log	0.7342	58	0.7724	0.2077	0.7724	0.8789
No log	0.7595	60	0.7302	0.1323	0.7302	0.8545
No log	0.7848	62	0.7095	0.1556	0.7095	0.8423
No log	0.8101	64	0.7012	0.125	0.7012	0.8374
No log	0.8354	66	0.7504	0.1416	0.7504	0.8662
No log	0.8608	68	0.7387	0.2281	0.7387	0.8595
No log	0.8861	70	0.5706	0.2350	0.5706	0.7554
No log	0.9114	72	0.5454	0.1467	0.5454	0.7385
No log	0.9367	74	0.8106	0.2963	0.8106	0.9003
No log	0.9620	76	1.0661	0.1333	1.0661	1.0325
No log	0.9873	78	2.3082	0.0817	2.3082	1.5193
No log	1.0127	80	4.3909	0.0198	4.3909	2.0954
No log	1.0380	82	3.9854	0.0040	3.9854	1.9963
No log	1.0633	84	2.1940	0.0865	2.1940	1.4812
No log	1.0886	86	0.9352	0.1667	0.9352	0.9671
No log	1.1139	88	0.6049	0.1795	0.6049	0.7777
No log	1.1392	90	0.6427	0.1724	0.6427	0.8017
No log	1.1646	92	0.8893	0.1220	0.8893	0.9430
No log	1.1899	94	1.2916	0.0	1.2916	1.1365
No log	1.2152	96	1.4592	0.0255	1.4592	1.2080
No log	1.2405	98	1.0343	0.1605	1.0343	1.0170
No log	1.2658	100	0.7244	0.2464	0.7244	0.8511
No log	1.2911	102	0.7876	0.1852	0.7876	0.8874
No log	1.3165	104	0.8258	0.1588	0.8258	0.9087
No log	1.3418	106	0.5912	0.3224	0.5912	0.7689
No log	1.3671	108	0.5656	0.2644	0.5656	0.7521
No log	1.3924	110	0.6136	0.3224	0.6136	0.7834
No log	1.4177	112	0.6169	0.2889	0.6169	0.7854
No log	1.4430	114	0.6463	0.2350	0.6463	0.8039
No log	1.4684	116	0.6980	0.1919	0.6980	0.8355
No log	1.4937	118	0.5608	0.1565	0.5608	0.7489
No log	1.5190	120	0.5323	0.1773	0.5323	0.7296
No log	1.5443	122	0.5662	0.3333	0.5662	0.7525
No log	1.5696	124	0.9221	0.2511	0.9221	0.9602
No log	1.5949	126	0.9891	0.2713	0.9891	0.9945
No log	1.6203	128	1.0142	0.2432	1.0142	1.0071
No log	1.6456	130	0.6384	0.2850	0.6384	0.7990
No log	1.6709	132	0.4188	0.2941	0.4188	0.6472
No log	1.6962	134	0.4324	0.3924	0.4324	0.6576
No log	1.7215	136	0.5109	0.4699	0.5109	0.7148
No log	1.7468	138	0.4223	0.2883	0.4223	0.6498
No log	1.7722	140	0.7018	0.2072	0.7018	0.8377
No log	1.7975	142	0.7460	0.2281	0.7460	0.8637
No log	1.8228	144	0.5462	0.3548	0.5462	0.7390
No log	1.8481	146	0.5128	0.1617	0.5128	0.7161
No log	1.8734	148	0.7056	0.3131	0.7056	0.8400
No log	1.8987	150	1.0774	0.2296	1.0774	1.0380
No log	1.9241	152	0.7492	0.2727	0.7492	0.8656
No log	1.9494	154	0.5995	0.2683	0.5995	0.7743
No log	1.9747	156	0.6094	0.3333	0.6094	0.7806
No log	2.0	158	0.5866	0.2184	0.5866	0.7659
No log	2.0253	160	0.6448	0.2421	0.6448	0.8030
No log	2.0506	162	0.9198	0.2308	0.9198	0.9591
No log	2.0759	164	0.9184	0.2615	0.9184	0.9583
No log	2.1013	166	0.6386	0.4	0.6386	0.7991
No log	2.1266	168	0.6606	0.3448	0.6606	0.8128
No log	2.1519	170	0.6076	0.4074	0.6076	0.7795
No log	2.1772	172	0.8835	0.3103	0.8835	0.9400
No log	2.2025	174	1.5627	0.1214	1.5627	1.2501
No log	2.2278	176	1.4353	0.0790	1.4353	1.1981
No log	2.2532	178	0.8853	0.1861	0.8853	0.9409
No log	2.2785	180	0.5387	0.2370	0.5387	0.7340
No log	2.3038	182	0.5176	0.2195	0.5176	0.7194
No log	2.3291	184	0.5562	0.1905	0.5562	0.7458
No log	2.3544	186	0.6341	0.2821	0.6341	0.7963
No log	2.3797	188	0.6236	0.2917	0.6236	0.7897
No log	2.4051	190	0.5711	0.2787	0.5711	0.7557
No log	2.4304	192	0.5139	0.2832	0.5139	0.7169
No log	2.4557	194	0.5710	0.4396	0.5710	0.7556
No log	2.4810	196	0.5944	0.3962	0.5944	0.7710
No log	2.5063	198	0.5322	0.4404	0.5322	0.7295
No log	2.5316	200	0.6894	0.3833	0.6894	0.8303
No log	2.5570	202	0.6769	0.3391	0.6769	0.8228
No log	2.5823	204	0.5650	0.3103	0.5650	0.7517
No log	2.6076	206	0.5016	0.4083	0.5016	0.7082
No log	2.6329	208	0.4955	0.3208	0.4955	0.7039
No log	2.6582	210	0.5547	0.2542	0.5547	0.7448
No log	2.6835	212	0.6180	0.2727	0.6180	0.7862
No log	2.7089	214	0.4827	0.1895	0.4827	0.6948
No log	2.7342	216	0.4964	0.4211	0.4964	0.7045
No log	2.7595	218	0.5205	0.4074	0.5205	0.7214
No log	2.7848	220	0.4998	0.4824	0.4998	0.7070
No log	2.8101	222	0.5269	0.4824	0.5269	0.7259
No log	2.8354	224	0.4661	0.3939	0.4661	0.6827
No log	2.8608	226	0.7756	0.3667	0.7756	0.8807
No log	2.8861	228	0.9760	0.2060	0.9760	0.9879
No log	2.9114	230	0.5843	0.2727	0.5843	0.7644
No log	2.9367	232	0.5573	0.4732	0.5573	0.7465
No log	2.9620	234	0.7393	0.3115	0.7393	0.8598
No log	2.9873	236	0.5976	0.4909	0.5976	0.7730
No log	3.0127	238	0.5116	0.3684	0.5116	0.7153
No log	3.0380	240	0.5756	0.3035	0.5756	0.7587
No log	3.0633	242	0.5240	0.4118	0.5240	0.7238
No log	3.0886	244	0.4939	0.4112	0.4939	0.7028
No log	3.1139	246	0.5383	0.4510	0.5383	0.7337
No log	3.1392	248	0.5095	0.4639	0.5095	0.7138
No log	3.1646	250	0.5271	0.4583	0.5271	0.7260
No log	3.1899	252	0.5370	0.4518	0.5370	0.7328
No log	3.2152	254	0.6239	0.4178	0.6239	0.7899
No log	3.2405	256	0.7686	0.2615	0.7686	0.8767
No log	3.2658	258	0.6030	0.3744	0.6030	0.7765
No log	3.2911	260	0.5203	0.5025	0.5203	0.7213
No log	3.3165	262	0.5568	0.3814	0.5568	0.7462
No log	3.3418	264	0.5208	0.3730	0.5208	0.7217
No log	3.3671	266	0.4831	0.4652	0.4831	0.6950
No log	3.3924	268	0.5120	0.5602	0.5120	0.7156
No log	3.4177	270	0.4734	0.4652	0.4734	0.6880
No log	3.4430	272	0.5076	0.3297	0.5076	0.7125
No log	3.4684	274	0.5685	0.3744	0.5685	0.7540
No log	3.4937	276	0.5044	0.4286	0.5044	0.7102
No log	3.5190	278	0.4865	0.4783	0.4865	0.6975
No log	3.5443	280	0.6129	0.4035	0.6129	0.7829
No log	3.5696	282	0.7113	0.4194	0.7113	0.8434
No log	3.5949	284	0.6217	0.4439	0.6217	0.7885
No log	3.6203	286	0.6030	0.4439	0.6030	0.7765
No log	3.6456	288	0.5606	0.3803	0.5606	0.7487
No log	3.6709	290	0.6973	0.4087	0.6973	0.8350
No log	3.6962	292	0.8839	0.2174	0.8839	0.9402
No log	3.7215	294	0.9721	0.2174	0.9721	0.9859
No log	3.7468	296	0.8006	0.2490	0.8006	0.8948
No log	3.7722	298	0.5848	0.3803	0.5848	0.7647
No log	3.7975	300	0.4563	0.5027	0.4563	0.6755
No log	3.8228	302	0.4365	0.4894	0.4365	0.6607
No log	3.8481	304	0.4552	0.5145	0.4552	0.6747
No log	3.8734	306	0.5025	0.4947	0.5025	0.7089
No log	3.8987	308	0.4501	0.5145	0.4501	0.6709
No log	3.9241	310	0.4208	0.5307	0.4208	0.6487
No log	3.9494	312	0.4423	0.4413	0.4423	0.6651
No log	3.9747	314	0.4361	0.5657	0.4361	0.6603
No log	4.0	316	0.4400	0.5307	0.4400	0.6633
No log	4.0253	318	0.5386	0.5122	0.5386	0.7339
No log	4.0506	320	0.5364	0.5122	0.5364	0.7324
No log	4.0759	322	0.4677	0.4764	0.4677	0.6839
No log	4.1013	324	0.4987	0.4747	0.4987	0.7062
No log	4.1266	326	0.5327	0.4518	0.5327	0.7298
No log	4.1519	328	0.4682	0.4607	0.4682	0.6843
No log	4.1772	330	0.4602	0.4556	0.4602	0.6784
No log	4.2025	332	0.4652	0.4556	0.4652	0.6821
No log	4.2278	334	0.4778	0.4556	0.4778	0.6912
No log	4.2532	336	0.5215	0.4012	0.5215	0.7222
No log	4.2785	338	0.5152	0.4012	0.5152	0.7178
No log	4.3038	340	0.5031	0.4091	0.5031	0.7093
No log	4.3291	342	0.7404	0.1570	0.7404	0.8605
No log	4.3544	344	0.6897	0.2150	0.6897	0.8305
No log	4.3797	346	0.4848	0.3882	0.4848	0.6963
No log	4.4051	348	0.6997	0.3303	0.6997	0.8365
No log	4.4304	350	0.9184	0.2000	0.9184	0.9583
No log	4.4557	352	0.8150	0.2681	0.8150	0.9028
No log	4.4810	354	0.5547	0.3846	0.5547	0.7448
No log	4.5063	356	0.4721	0.3882	0.4721	0.6871
No log	4.5316	358	0.4733	0.4286	0.4733	0.6880
No log	4.5570	360	0.4691	0.4917	0.4691	0.6849
No log	4.5823	362	0.5268	0.4175	0.5268	0.7258
No log	4.6076	364	0.6239	0.4043	0.6239	0.7899
No log	4.6329	366	0.5538	0.4605	0.5538	0.7442
No log	4.6582	368	0.5177	0.4627	0.5177	0.7195
No log	4.6835	370	0.4554	0.4917	0.4554	0.6749
No log	4.7089	372	0.4433	0.4222	0.4433	0.6658
No log	4.7342	374	0.4418	0.4098	0.4418	0.6647
No log	4.7595	376	0.4360	0.5088	0.4360	0.6603
No log	4.7848	378	0.4885	0.4286	0.4885	0.6989
No log	4.8101	380	0.5333	0.4023	0.5333	0.7303
No log	4.8354	382	0.4906	0.4286	0.4906	0.7004
No log	4.8608	384	0.4461	0.4802	0.4461	0.6679
No log	4.8861	386	0.4693	0.3846	0.4693	0.6851
No log	4.9114	388	0.4507	0.4973	0.4507	0.6713
No log	4.9367	390	0.4712	0.5	0.4712	0.6865
No log	4.9620	392	0.5644	0.4862	0.5644	0.7513
No log	4.9873	394	0.6490	0.3537	0.6490	0.8056
No log	5.0127	396	0.5632	0.4798	0.5632	0.7505
No log	5.0380	398	0.4285	0.5111	0.4285	0.6546
No log	5.0633	400	0.4794	0.5294	0.4794	0.6924
No log	5.0886	402	0.4915	0.4732	0.4915	0.7011
No log	5.1139	404	0.4316	0.5417	0.4316	0.6570
No log	5.1392	406	0.4322	0.4483	0.4322	0.6574
No log	5.1646	408	0.5400	0.4627	0.5400	0.7348
No log	5.1899	410	0.5439	0.4404	0.5439	0.7375
No log	5.2152	412	0.4581	0.4762	0.4581	0.6768
No log	5.2405	414	0.4326	0.4884	0.4326	0.6577
No log	5.2658	416	0.4874	0.3263	0.4874	0.6982
No log	5.2911	418	0.5223	0.3575	0.5223	0.7227
No log	5.3165	420	0.4677	0.4043	0.4677	0.6839
No log	5.3418	422	0.4497	0.4762	0.4497	0.6706
No log	5.3671	424	0.4598	0.4762	0.4598	0.6781
No log	5.3924	426	0.4617	0.4802	0.4617	0.6795
No log	5.4177	428	0.4836	0.4225	0.4836	0.6954
No log	5.4430	430	0.5190	0.4703	0.5190	0.7204
No log	5.4684	432	0.4862	0.4222	0.4862	0.6973
No log	5.4937	434	0.5297	0.4680	0.5297	0.7278
No log	5.5190	436	0.5466	0.4341	0.5466	0.7393
No log	5.5443	438	0.5125	0.4286	0.5125	0.7159
No log	5.5696	440	0.5128	0.4012	0.5128	0.7161
No log	5.5949	442	0.5163	0.4012	0.5163	0.7185
No log	5.6203	444	0.5252	0.3216	0.5252	0.7247
No log	5.6456	446	0.5736	0.3402	0.5736	0.7573
No log	5.6709	448	0.5487	0.3609	0.5487	0.7407
No log	5.6962	450	0.4969	0.2795	0.4969	0.7049
No log	5.7215	452	0.5074	0.3455	0.5074	0.7123
No log	5.7468	454	0.4946	0.3455	0.4946	0.7033
No log	5.7722	456	0.4759	0.4419	0.4759	0.6898
No log	5.7975	458	0.4709	0.4802	0.4709	0.6862
No log	5.8228	460	0.4618	0.4802	0.4618	0.6795
No log	5.8481	462	0.4554	0.4222	0.4554	0.6748
No log	5.8734	464	0.4575	0.4943	0.4575	0.6764
No log	5.8987	466	0.5173	0.5233	0.5173	0.7193
No log	5.9241	468	0.5598	0.4667	0.5598	0.7482
No log	5.9494	470	0.4908	0.5319	0.4908	0.7006
No log	5.9747	472	0.4752	0.5269	0.4752	0.6893
No log	6.0	474	0.4784	0.5183	0.4784	0.6917
No log	6.0253	476	0.4572	0.4652	0.4572	0.6761
No log	6.0506	478	0.4525	0.4536	0.4525	0.6727
No log	6.0759	480	0.4524	0.4536	0.4524	0.6726
No log	6.1013	482	0.4626	0.4802	0.4626	0.6802
No log	6.1266	484	0.5190	0.5319	0.5190	0.7204
No log	6.1519	486	0.5133	0.5319	0.5133	0.7165
No log	6.1772	488	0.4689	0.4802	0.4689	0.6847
No log	6.2025	490	0.4663	0.3978	0.4663	0.6829
No log	6.2278	492	0.5219	0.3118	0.5219	0.7224
No log	6.2532	494	0.5328	0.3118	0.5328	0.7299
No log	6.2785	496	0.4743	0.4462	0.4743	0.6887
No log	6.3038	498	0.4620	0.4802	0.4620	0.6797
0.4724	6.3291	500	0.5029	0.5319	0.5029	0.7092
0.4724	6.3544	502	0.5466	0.5074	0.5466	0.7393
0.4724	6.3797	504	0.5490	0.5681	0.5490	0.7409
0.4724	6.4051	506	0.4799	0.4839	0.4799	0.6927
0.4724	6.4304	508	0.4499	0.4667	0.4499	0.6707
0.4724	6.4557	510	0.4637	0.4583	0.4637	0.6810
0.4724	6.4810	512	0.4707	0.4583	0.4707	0.6861
0.4724	6.5063	514	0.4514	0.4098	0.4514	0.6719
0.4724	6.5316	516	0.4645	0.4860	0.4645	0.6816
0.4724	6.5570	518	0.4730	0.4783	0.4730	0.6878
0.4724	6.5823	520	0.4797	0.4783	0.4797	0.6926
0.4724	6.6076	522	0.4763	0.4783	0.4763	0.6901
0.4724	6.6329	524	0.4696	0.4667	0.4696	0.6853
0.4724	6.6582	526	0.4736	0.4536	0.4736	0.6882
0.4724	6.6835	528	0.4771	0.4595	0.4771	0.6908
0.4724	6.7089	530	0.5184	0.4573	0.5184	0.7200
0.4724	6.7342	532	0.5271	0.3831	0.5271	0.7260
0.4724	6.7595	534	0.4876	0.4652	0.4876	0.6983
0.4724	6.7848	536	0.4779	0.4526	0.4779	0.6913
0.4724	6.8101	538	0.4872	0.4652	0.4872	0.6980
0.4724	6.8354	540	0.4916	0.4652	0.4916	0.7011
0.4724	6.8608	542	0.4890	0.4652	0.4890	0.6993
0.4724	6.8861	544	0.4781	0.4595	0.4781	0.6915
0.4724	6.9114	546	0.4757	0.4595	0.4757	0.6897
0.4724	6.9367	548	0.4787	0.4348	0.4787	0.6918
0.4724	6.9620	550	0.4737	0.4607	0.4737	0.6883
0.4724	6.9873	552	0.4720	0.4725	0.4720	0.6870
0.4724	7.0127	554	0.4843	0.4652	0.4843	0.6959
0.4724	7.0380	556	0.5079	0.4573	0.5079	0.7127
0.4724	7.0633	558	0.4943	0.4583	0.4943	0.7031
0.4724	7.0886	560	0.4855	0.4652	0.4855	0.6968
0.4724	7.1139	562	0.4864	0.4652	0.4864	0.6974
0.4724	7.1392	564	0.4907	0.4346	0.4907	0.7005
0.4724	7.1646	566	0.4949	0.4033	0.4949	0.7035
0.4724	7.1899	568	0.4896	0.4947	0.4896	0.6997
0.4724	7.2152	570	0.5016	0.4518	0.5016	0.7082
0.4724	7.2405	572	0.5078	0.4455	0.5078	0.7126
0.4724	7.2658	574	0.5072	0.4455	0.5072	0.7122
0.4724	7.2911	576	0.5218	0.4118	0.5218	0.7224
0.4724	7.3165	578	0.5267	0.4118	0.5267	0.7258
0.4724	7.3418	580	0.5171	0.4455	0.5171	0.7191
0.4724	7.3671	582	0.5011	0.4462	0.5011	0.7079
0.4724	7.3924	584	0.4943	0.4595	0.4943	0.7030
0.4724	7.4177	586	0.4924	0.4595	0.4924	0.7017
0.4724	7.4430	588	0.4903	0.4526	0.4903	0.7002
0.4724	7.4684	590	0.4816	0.4595	0.4816	0.6940
0.4724	7.4937	592	0.4797	0.4607	0.4797	0.6926
0.4724	7.5190	594	0.4802	0.4033	0.4802	0.6930
0.4724	7.5443	596	0.4838	0.4033	0.4838	0.6955
0.4724	7.5696	598	0.4822	0.4667	0.4822	0.6944
0.4724	7.5949	600	0.4876	0.4526	0.4876	0.6983
0.4724	7.6203	602	0.4987	0.4583	0.4987	0.7062
0.4724	7.6456	604	0.5218	0.4118	0.5218	0.7224
0.4724	7.6709	606	0.5093	0.4583	0.5093	0.7136
0.4724	7.6962	608	0.4971	0.4526	0.4971	0.7050
0.4724	7.7215	610	0.5057	0.4286	0.5057	0.7112
0.4724	7.7468	612	0.5175	0.4105	0.5175	0.7194
0.4724	7.7722	614	0.5153	0.4286	0.5153	0.7179
0.4724	7.7975	616	0.5129	0.4764	0.5129	0.7162
0.4724	7.8228	618	0.5111	0.4694	0.5111	0.7149
0.4724	7.8481	620	0.5221	0.3730	0.5221	0.7226
0.4724	7.8734	622	0.5433	0.3617	0.5433	0.7371
0.4724	7.8987	624	0.5385	0.3617	0.5385	0.7338
0.4724	7.9241	626	0.5092	0.4105	0.5092	0.7136
0.4724	7.9494	628	0.4990	0.4526	0.4990	0.7064
0.4724	7.9747	630	0.5080	0.4583	0.5080	0.7127
0.4724	8.0	632	0.5053	0.4583	0.5053	0.7109
0.4724	8.0253	634	0.4935	0.4819	0.4935	0.7025
0.4724	8.0506	636	0.4938	0.4819	0.4938	0.7027
0.4724	8.0759	638	0.5017	0.4105	0.5017	0.7083
0.4724	8.1013	640	0.4983	0.4105	0.4983	0.7059
0.4724	8.1266	642	0.4925	0.4607	0.4925	0.7018
0.4724	8.1519	644	0.4882	0.4894	0.4882	0.6987
0.4724	8.1772	646	0.4843	0.4894	0.4843	0.6959
0.4724	8.2025	648	0.4898	0.4783	0.4898	0.6999
0.4724	8.2278	650	0.4969	0.4105	0.4969	0.7049
0.4724	8.2532	652	0.4938	0.4105	0.4938	0.7027
0.4724	8.2785	654	0.4910	0.4652	0.4910	0.7007
0.4724	8.3038	656	0.4801	0.4973	0.4801	0.6929
0.4724	8.3291	658	0.4782	0.4819	0.4782	0.6915
0.4724	8.3544	660	0.4818	0.4894	0.4818	0.6941
0.4724	8.3797	662	0.4904	0.4973	0.4904	0.7003
0.4724	8.4051	664	0.5010	0.4709	0.5010	0.7078
0.4724	8.4304	666	0.5018	0.4709	0.5018	0.7084
0.4724	8.4557	668	0.4967	0.4667	0.4967	0.7048
0.4724	8.4810	670	0.4934	0.4595	0.4934	0.7024
0.4724	8.5063	672	0.4924	0.4595	0.4924	0.7017
0.4724	8.5316	674	0.4924	0.4526	0.4924	0.7017
0.4724	8.5570	676	0.4919	0.4595	0.4919	0.7013
0.4724	8.5823	678	0.4931	0.4526	0.4931	0.7022
0.4724	8.6076	680	0.4952	0.4652	0.4952	0.7037
0.4724	8.6329	682	0.4995	0.4348	0.4995	0.7068
0.4724	8.6582	684	0.4974	0.4348	0.4974	0.7052
0.4724	8.6835	686	0.4964	0.4652	0.4964	0.7046
0.4724	8.7089	688	0.4931	0.4652	0.4931	0.7022
0.4724	8.7342	690	0.4910	0.4526	0.4910	0.7007
0.4724	8.7595	692	0.4901	0.4667	0.4901	0.7001
0.4724	8.7848	694	0.4943	0.4667	0.4943	0.7030
0.4724	8.8101	696	0.4949	0.4667	0.4949	0.7035
0.4724	8.8354	698	0.4931	0.4526	0.4931	0.7022
0.4724	8.8608	700	0.4935	0.4526	0.4935	0.7025
0.4724	8.8861	702	0.4946	0.4526	0.4946	0.7033
0.4724	8.9114	704	0.4952	0.4526	0.4952	0.7037
0.4724	8.9367	706	0.4948	0.4526	0.4948	0.7034
0.4724	8.9620	708	0.4938	0.4526	0.4938	0.7027
0.4724	8.9873	710	0.4935	0.4526	0.4935	0.7025
0.4724	9.0127	712	0.4959	0.4462	0.4959	0.7042
0.4724	9.0380	714	0.4959	0.4462	0.4959	0.7042
0.4724	9.0633	716	0.4931	0.4526	0.4931	0.7022
0.4724	9.0886	718	0.4896	0.4526	0.4896	0.6997
0.4724	9.1139	720	0.4887	0.4819	0.4887	0.6990
0.4724	9.1392	722	0.4885	0.4819	0.4885	0.6989
0.4724	9.1646	724	0.4897	0.5102	0.4897	0.6998
0.4724	9.1899	726	0.4910	0.4526	0.4910	0.7007
0.4724	9.2152	728	0.4932	0.4526	0.4932	0.7023
0.4724	9.2405	730	0.4931	0.4526	0.4931	0.7022
0.4724	9.2658	732	0.4917	0.4526	0.4917	0.7012
0.4724	9.2911	734	0.4898	0.4526	0.4898	0.6999
0.4724	9.3165	736	0.4912	0.4639	0.4912	0.7008
0.4724	9.3418	738	0.4936	0.4639	0.4936	0.7026
0.4724	9.3671	740	0.4940	0.4583	0.4940	0.7028
0.4724	9.3924	742	0.4920	0.4639	0.4920	0.7014
0.4724	9.4177	744	0.4880	0.5102	0.4880	0.6986
0.4724	9.4430	746	0.4864	0.5102	0.4864	0.6974
0.4724	9.4684	748	0.4861	0.4819	0.4861	0.6972
0.4724	9.4937	750	0.4864	0.4526	0.4864	0.6974
0.4724	9.5190	752	0.4879	0.4526	0.4879	0.6985
0.4724	9.5443	754	0.4904	0.4526	0.4904	0.7003
0.4724	9.5696	756	0.4925	0.4526	0.4925	0.7018
0.4724	9.5949	758	0.4946	0.4462	0.4946	0.7033
0.4724	9.6203	760	0.4945	0.4462	0.4945	0.7032
0.4724	9.6456	762	0.4942	0.4462	0.4942	0.7030
0.4724	9.6709	764	0.4931	0.4526	0.4931	0.7022
0.4724	9.6962	766	0.4915	0.4526	0.4915	0.7011
0.4724	9.7215	768	0.4894	0.4526	0.4894	0.6995
0.4724	9.7468	770	0.4882	0.4526	0.4882	0.6987
0.4724	9.7722	772	0.4885	0.4526	0.4885	0.6989
0.4724	9.7975	774	0.4888	0.4526	0.4888	0.6992
0.4724	9.8228	776	0.4888	0.4526	0.4888	0.6991
0.4724	9.8481	778	0.4886	0.4526	0.4886	0.6990
0.4724	9.8734	780	0.4885	0.4526	0.4885	0.6989
0.4724	9.8987	782	0.4881	0.4526	0.4881	0.6986
0.4724	9.9241	784	0.4876	0.4526	0.4876	0.6983
0.4724	9.9494	786	0.4873	0.4526	0.4873	0.6981
0.4724	9.9747	788	0.4872	0.4526	0.4872	0.6980
0.4724	10.0	790	0.4872	0.4526	0.4872	0.6980

Framework versions

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