ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k19_task2_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: 0.6987
• Qwk: 0.4701
• Mse: 0.6987
• Rmse: 0.8359

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	0.0169	2	4.0732	-0.0344	4.0732	2.0182
No log	0.0339	4	2.3466	-0.0034	2.3466	1.5319
No log	0.0508	6	1.7720	-0.0959	1.7720	1.3312
No log	0.0678	8	1.7990	-0.1433	1.7990	1.3413
No log	0.0847	10	1.8241	-0.1226	1.8241	1.3506
No log	0.1017	12	1.1847	0.0224	1.1847	1.0884
No log	0.1186	14	1.2167	0.0224	1.2167	1.1030
No log	0.1356	16	1.1110	0.0296	1.1110	1.0540
No log	0.1525	18	0.8737	0.1209	0.8737	0.9347
No log	0.1695	20	0.7618	0.2321	0.7618	0.8728
No log	0.1864	22	0.7315	0.2741	0.7315	0.8553
No log	0.2034	24	0.8347	0.2283	0.8347	0.9136
No log	0.2203	26	1.2751	0.2350	1.2751	1.1292
No log	0.2373	28	1.6528	0.1457	1.6528	1.2856
No log	0.2542	30	2.0956	0.0964	2.0956	1.4476
No log	0.2712	32	1.8707	0.1131	1.8707	1.3677
No log	0.2881	34	1.2113	0.1142	1.2113	1.1006
No log	0.3051	36	0.8162	0.1868	0.8162	0.9034
No log	0.3220	38	0.7057	0.2715	0.7057	0.8401
No log	0.3390	40	0.6737	0.3440	0.6737	0.8208
No log	0.3559	42	0.6993	0.2932	0.6993	0.8363
No log	0.3729	44	0.8651	0.1663	0.8651	0.9301
No log	0.3898	46	1.2260	0.1249	1.2260	1.1073
No log	0.4068	48	1.3628	0.1517	1.3628	1.1674
No log	0.4237	50	1.1807	0.1249	1.1807	1.0866
No log	0.4407	52	0.9246	0.1959	0.9246	0.9616
No log	0.4576	54	0.8988	0.2060	0.8988	0.9480
No log	0.4746	56	1.0671	0.0921	1.0671	1.0330
No log	0.4915	58	1.4931	0.0306	1.4931	1.2219
No log	0.5085	60	1.6877	0.0366	1.6877	1.2991
No log	0.5254	62	2.2347	0.0435	2.2347	1.4949
No log	0.5424	64	1.9354	0.1168	1.9354	1.3912
No log	0.5593	66	1.9119	0.1077	1.9119	1.3827
No log	0.5763	68	1.7023	0.1218	1.7023	1.3047
No log	0.5932	70	1.3046	0.2059	1.3046	1.1422
No log	0.6102	72	1.0320	0.2863	1.0320	1.0159
No log	0.6271	74	0.9476	0.2841	0.9476	0.9735
No log	0.6441	76	0.8781	0.2339	0.8781	0.9371
No log	0.6610	78	0.8672	0.3235	0.8672	0.9312
No log	0.6780	80	0.9904	0.1909	0.9904	0.9952
No log	0.6949	82	0.9979	0.1481	0.9979	0.9989
No log	0.7119	84	0.9070	0.1862	0.9070	0.9524
No log	0.7288	86	0.8102	0.1946	0.8102	0.9001
No log	0.7458	88	0.7957	0.2056	0.7957	0.8920
No log	0.7627	90	0.7499	0.3159	0.7499	0.8660
No log	0.7797	92	0.7977	0.3503	0.7977	0.8931
No log	0.7966	94	0.9553	0.2942	0.9553	0.9774
No log	0.8136	96	1.1547	0.2912	1.1547	1.0746
No log	0.8305	98	1.2073	0.2501	1.2073	1.0988
No log	0.8475	100	1.1884	0.2816	1.1884	1.0901
No log	0.8644	102	1.4280	0.2333	1.4280	1.1950
No log	0.8814	104	1.3864	0.2333	1.3864	1.1774
No log	0.8983	106	1.0938	0.3027	1.0938	1.0458
No log	0.9153	108	0.8134	0.4008	0.8134	0.9019
No log	0.9322	110	0.7953	0.3910	0.7953	0.8918
No log	0.9492	112	0.8561	0.4199	0.8561	0.9253
No log	0.9661	114	1.0322	0.3310	1.0322	1.0160
No log	0.9831	116	1.4467	0.2443	1.4467	1.2028
No log	1.0	118	1.6074	0.2192	1.6074	1.2678
No log	1.0169	120	1.6262	0.2225	1.6262	1.2752
No log	1.0339	122	1.2413	0.3229	1.2413	1.1141
No log	1.0508	124	0.8893	0.3681	0.8893	0.9430
No log	1.0678	126	0.7682	0.3780	0.7682	0.8765
No log	1.0847	128	0.7635	0.3963	0.7635	0.8738
No log	1.1017	130	0.8127	0.3726	0.8127	0.9015
No log	1.1186	132	0.9033	0.3580	0.9033	0.9504
No log	1.1356	134	1.0058	0.3726	1.0058	1.0029
No log	1.1525	136	0.9569	0.3399	0.9569	0.9782
No log	1.1695	138	0.7695	0.3947	0.7695	0.8772
No log	1.1864	140	0.7169	0.4103	0.7169	0.8467
No log	1.2034	142	0.7605	0.3986	0.7605	0.8721
No log	1.2203	144	0.9037	0.3961	0.9037	0.9506
No log	1.2373	146	0.9135	0.3934	0.9135	0.9558
No log	1.2542	148	0.8775	0.3898	0.8775	0.9367
No log	1.2712	150	0.8635	0.3652	0.8635	0.9293
No log	1.2881	152	0.8628	0.3976	0.8628	0.9288
No log	1.3051	154	0.9133	0.3988	0.9133	0.9557
No log	1.3220	156	1.1026	0.3882	1.1026	1.0500
No log	1.3390	158	1.2368	0.3121	1.2368	1.1121
No log	1.3559	160	1.2722	0.3078	1.2722	1.1279
No log	1.3729	162	1.1227	0.3226	1.1227	1.0596
No log	1.3898	164	0.9059	0.4293	0.9059	0.9518
No log	1.4068	166	0.8117	0.4179	0.8117	0.9009
No log	1.4237	168	0.8280	0.4118	0.8280	0.9099
No log	1.4407	170	0.7930	0.4213	0.7930	0.8905
No log	1.4576	172	0.7771	0.3802	0.7771	0.8815
No log	1.4746	174	0.8940	0.4438	0.8940	0.9455
No log	1.4915	176	0.9132	0.3995	0.9132	0.9556
No log	1.5085	178	0.8486	0.4373	0.8486	0.9212
No log	1.5254	180	0.7600	0.4705	0.7600	0.8718
No log	1.5424	182	0.7496	0.4779	0.7496	0.8658
No log	1.5593	184	0.7492	0.4798	0.7492	0.8655
No log	1.5763	186	0.8363	0.3794	0.8363	0.9145
No log	1.5932	188	0.9601	0.4142	0.9601	0.9798
No log	1.6102	190	1.0601	0.4250	1.0601	1.0296
No log	1.6271	192	1.1571	0.4123	1.1571	1.0757
No log	1.6441	194	1.0661	0.4489	1.0661	1.0325
No log	1.6610	196	0.8765	0.3843	0.8765	0.9362
No log	1.6780	198	0.7939	0.4164	0.7939	0.8910
No log	1.6949	200	0.7817	0.4416	0.7817	0.8841
No log	1.7119	202	0.7665	0.4378	0.7665	0.8755
No log	1.7288	204	0.7761	0.3951	0.7761	0.8810
No log	1.7458	206	0.8779	0.4067	0.8779	0.9370
No log	1.7627	208	0.9437	0.3996	0.9437	0.9714
No log	1.7797	210	1.0021	0.3969	1.0021	1.0010
No log	1.7966	212	0.9356	0.3843	0.9356	0.9673
No log	1.8136	214	0.8715	0.4422	0.8715	0.9335
No log	1.8305	216	0.8900	0.4524	0.8900	0.9434
No log	1.8475	218	0.9064	0.4642	0.9064	0.9521
No log	1.8644	220	0.8615	0.4647	0.8615	0.9281
No log	1.8814	222	0.7803	0.4351	0.7803	0.8833
No log	1.8983	224	0.7339	0.4776	0.7339	0.8567
No log	1.9153	226	0.6977	0.4725	0.6977	0.8353
No log	1.9322	228	0.7145	0.4662	0.7145	0.8453
No log	1.9492	230	0.7208	0.4688	0.7208	0.8490
No log	1.9661	232	0.7622	0.4819	0.7622	0.8730
No log	1.9831	234	0.8809	0.3958	0.8809	0.9385
No log	2.0	236	0.9316	0.4035	0.9316	0.9652
No log	2.0169	238	0.8615	0.4031	0.8615	0.9282
No log	2.0339	240	0.8348	0.4253	0.8348	0.9137
No log	2.0508	242	0.9579	0.4209	0.9579	0.9787
No log	2.0678	244	0.9696	0.4281	0.9696	0.9847
No log	2.0847	246	0.8622	0.3979	0.8622	0.9285
No log	2.1017	248	0.7822	0.3975	0.7822	0.8844
No log	2.1186	250	0.8368	0.4770	0.8368	0.9147
No log	2.1356	252	0.8992	0.4459	0.8992	0.9482
No log	2.1525	254	0.8408	0.4507	0.8408	0.9170
No log	2.1695	256	0.7319	0.4399	0.7319	0.8555
No log	2.1864	258	0.7329	0.4680	0.7329	0.8561
No log	2.2034	260	0.7392	0.4675	0.7392	0.8597
No log	2.2203	262	0.7261	0.4437	0.7261	0.8521
No log	2.2373	264	0.7343	0.4322	0.7343	0.8569
No log	2.2542	266	0.7422	0.4407	0.7422	0.8615
No log	2.2712	268	0.7343	0.4407	0.7343	0.8569
No log	2.2881	270	0.6920	0.4747	0.6920	0.8319
No log	2.3051	272	0.6988	0.4378	0.6988	0.8359
No log	2.3220	274	0.7012	0.4520	0.7012	0.8374
No log	2.3390	276	0.7109	0.4689	0.7109	0.8431
No log	2.3559	278	0.7620	0.4626	0.7620	0.8729
No log	2.3729	280	0.7526	0.4843	0.7526	0.8675
No log	2.3898	282	0.7346	0.4895	0.7346	0.8571
No log	2.4068	284	0.7493	0.4612	0.7493	0.8656
No log	2.4237	286	0.8307	0.4719	0.8307	0.9115
No log	2.4407	288	0.8414	0.4861	0.8414	0.9173
No log	2.4576	290	0.7914	0.4442	0.7914	0.8896
No log	2.4746	292	0.7935	0.4240	0.7935	0.8908
No log	2.4915	294	0.8174	0.4509	0.8174	0.9041
No log	2.5085	296	0.8444	0.4362	0.8444	0.9189
No log	2.5254	298	0.8613	0.475	0.8613	0.9281
No log	2.5424	300	0.8620	0.4858	0.8620	0.9284
No log	2.5593	302	0.8185	0.4755	0.8185	0.9047
No log	2.5763	304	0.7538	0.4540	0.7538	0.8682
No log	2.5932	306	0.7154	0.4683	0.7154	0.8458
No log	2.6102	308	0.7043	0.4530	0.7043	0.8392
No log	2.6271	310	0.7368	0.4598	0.7368	0.8584
No log	2.6441	312	0.7668	0.4901	0.7668	0.8757
No log	2.6610	314	0.7411	0.4779	0.7411	0.8609
No log	2.6780	316	0.7091	0.4527	0.7091	0.8421
No log	2.6949	318	0.7275	0.4650	0.7275	0.8529
No log	2.7119	320	0.7438	0.4587	0.7438	0.8625
No log	2.7288	322	0.7460	0.4662	0.7460	0.8637
No log	2.7458	324	0.7658	0.4727	0.7658	0.8751
No log	2.7627	326	0.7755	0.4632	0.7755	0.8806
No log	2.7797	328	0.7630	0.4770	0.7630	0.8735
No log	2.7966	330	0.7846	0.4263	0.7846	0.8858
No log	2.8136	332	0.8429	0.4620	0.8429	0.9181
No log	2.8305	334	0.9447	0.4493	0.9447	0.9720
No log	2.8475	336	0.9429	0.4493	0.9429	0.9710
No log	2.8644	338	0.8965	0.4502	0.8965	0.9468
No log	2.8814	340	0.8526	0.4417	0.8526	0.9234
No log	2.8983	342	0.8621	0.4560	0.8621	0.9285
No log	2.9153	344	0.8410	0.4683	0.8410	0.9171
No log	2.9322	346	0.7992	0.4427	0.7992	0.8940
No log	2.9492	348	0.7877	0.4299	0.7877	0.8876
No log	2.9661	350	0.7892	0.4716	0.7892	0.8884
No log	2.9831	352	0.7990	0.4839	0.7990	0.8939
No log	3.0	354	0.7903	0.4712	0.7903	0.8890
No log	3.0169	356	0.8105	0.4878	0.8105	0.9003
No log	3.0339	358	0.7772	0.5087	0.7772	0.8816
No log	3.0508	360	0.7579	0.5173	0.7579	0.8706
No log	3.0678	362	0.7543	0.5006	0.7543	0.8685
No log	3.0847	364	0.7973	0.5166	0.7973	0.8929
No log	3.1017	366	0.8376	0.5531	0.8376	0.9152
No log	3.1186	368	0.8545	0.5422	0.8545	0.9244
No log	3.1356	370	0.8199	0.5403	0.8199	0.9055
No log	3.1525	372	0.7500	0.4988	0.7500	0.8660
No log	3.1695	374	0.7281	0.4372	0.7281	0.8533
No log	3.1864	376	0.7204	0.4518	0.7204	0.8488
No log	3.2034	378	0.7092	0.4546	0.7092	0.8421
No log	3.2203	380	0.7328	0.5009	0.7328	0.8560
No log	3.2373	382	0.7790	0.5242	0.7790	0.8826
No log	3.2542	384	0.7735	0.5117	0.7735	0.8795
No log	3.2712	386	0.7153	0.4957	0.7153	0.8458
No log	3.2881	388	0.7018	0.4406	0.7018	0.8377
No log	3.3051	390	0.7264	0.4540	0.7264	0.8523
No log	3.3220	392	0.7636	0.4511	0.7636	0.8738
No log	3.3390	394	0.7404	0.4493	0.7404	0.8605
No log	3.3559	396	0.7207	0.4834	0.7207	0.8489
No log	3.3729	398	0.7086	0.4925	0.7086	0.8418
No log	3.3898	400	0.6812	0.4836	0.6812	0.8253
No log	3.4068	402	0.6691	0.4587	0.6691	0.8180
No log	3.4237	404	0.6638	0.4503	0.6638	0.8147
No log	3.4407	406	0.6491	0.5152	0.6491	0.8057
No log	3.4576	408	0.6614	0.4971	0.6614	0.8133
No log	3.4746	410	0.6752	0.4816	0.6752	0.8217
No log	3.4915	412	0.6692	0.5309	0.6692	0.8180
No log	3.5085	414	0.6679	0.5159	0.6679	0.8172
No log	3.5254	416	0.6912	0.5133	0.6912	0.8314
No log	3.5424	418	0.7163	0.4791	0.7163	0.8463
No log	3.5593	420	0.7284	0.4797	0.7284	0.8535
No log	3.5763	422	0.7255	0.4834	0.7255	0.8517
No log	3.5932	424	0.7192	0.4824	0.7192	0.8481
No log	3.6102	426	0.7074	0.4664	0.7074	0.8411
No log	3.6271	428	0.6932	0.5019	0.6932	0.8326
No log	3.6441	430	0.7135	0.4857	0.7135	0.8447
No log	3.6610	432	0.7520	0.4980	0.7520	0.8672
No log	3.6780	434	0.7544	0.4914	0.7544	0.8685
No log	3.6949	436	0.7044	0.4726	0.7044	0.8393
No log	3.7119	438	0.7009	0.4957	0.7009	0.8372
No log	3.7288	440	0.7476	0.4563	0.7476	0.8646
No log	3.7458	442	0.7804	0.4405	0.7804	0.8834
No log	3.7627	444	0.7607	0.4524	0.7607	0.8722
No log	3.7797	446	0.7443	0.4946	0.7443	0.8627
No log	3.7966	448	0.7747	0.4952	0.7747	0.8802
No log	3.8136	450	0.7771	0.5180	0.7771	0.8816
No log	3.8305	452	0.7599	0.5211	0.7599	0.8717
No log	3.8475	454	0.7403	0.5120	0.7403	0.8604
No log	3.8644	456	0.7286	0.5185	0.7286	0.8536
No log	3.8814	458	0.7186	0.5174	0.7186	0.8477
No log	3.8983	460	0.7155	0.4870	0.7155	0.8459
No log	3.9153	462	0.7322	0.4653	0.7322	0.8557
No log	3.9322	464	0.7485	0.4741	0.7485	0.8652
No log	3.9492	466	0.7858	0.4773	0.7858	0.8865
No log	3.9661	468	0.8434	0.4950	0.8434	0.9184
No log	3.9831	470	0.8723	0.4952	0.8723	0.9340
No log	4.0	472	0.8418	0.5050	0.8418	0.9175
No log	4.0169	474	0.8016	0.5114	0.8016	0.8953
No log	4.0339	476	0.7486	0.5110	0.7486	0.8652
No log	4.0508	478	0.7263	0.5089	0.7263	0.8522
No log	4.0678	480	0.7089	0.5104	0.7089	0.8420
No log	4.0847	482	0.6987	0.4931	0.6987	0.8359
No log	4.1017	484	0.7200	0.5191	0.7200	0.8485
No log	4.1186	486	0.7484	0.4770	0.7484	0.8651
No log	4.1356	488	0.7240	0.5040	0.7240	0.8509
No log	4.1525	490	0.6769	0.5068	0.6769	0.8227
No log	4.1695	492	0.6904	0.4907	0.6904	0.8309
No log	4.1864	494	0.7664	0.4706	0.7664	0.8755
No log	4.2034	496	0.8098	0.4706	0.8098	0.8999
No log	4.2203	498	0.7728	0.4997	0.7728	0.8791
0.4813	4.2373	500	0.7360	0.4938	0.7360	0.8579
0.4813	4.2542	502	0.7272	0.5065	0.7272	0.8528
0.4813	4.2712	504	0.7135	0.5097	0.7135	0.8447
0.4813	4.2881	506	0.6905	0.5258	0.6905	0.8309
0.4813	4.3051	508	0.6746	0.5322	0.6746	0.8213
0.4813	4.3220	510	0.6585	0.5265	0.6585	0.8115
0.4813	4.3390	512	0.6575	0.4949	0.6575	0.8108
0.4813	4.3559	514	0.6775	0.5094	0.6775	0.8231
0.4813	4.3729	516	0.6952	0.5003	0.6952	0.8338
0.4813	4.3898	518	0.7256	0.4861	0.7256	0.8518
0.4813	4.4068	520	0.7462	0.4878	0.7462	0.8638
0.4813	4.4237	522	0.7449	0.4863	0.7449	0.8631
0.4813	4.4407	524	0.7655	0.4549	0.7655	0.8749
0.4813	4.4576	526	0.7886	0.4651	0.7886	0.8880
0.4813	4.4746	528	0.7949	0.4566	0.7949	0.8916
0.4813	4.4915	530	0.8143	0.4835	0.8143	0.9024
0.4813	4.5085	532	0.8684	0.4829	0.8684	0.9319
0.4813	4.5254	534	0.8967	0.4669	0.8967	0.9469
0.4813	4.5424	536	0.8601	0.4894	0.8601	0.9274
0.4813	4.5593	538	0.7894	0.4635	0.7894	0.8885
0.4813	4.5763	540	0.7496	0.4842	0.7496	0.8658
0.4813	4.5932	542	0.7428	0.5367	0.7428	0.8618
0.4813	4.6102	544	0.7472	0.5640	0.7472	0.8644
0.4813	4.6271	546	0.7474	0.5828	0.7474	0.8645
0.4813	4.6441	548	0.7355	0.5741	0.7355	0.8576
0.4813	4.6610	550	0.7195	0.4873	0.7195	0.8482
0.4813	4.6780	552	0.6948	0.5301	0.6948	0.8336
0.4813	4.6949	554	0.6664	0.5341	0.6664	0.8163
0.4813	4.7119	556	0.6546	0.5654	0.6546	0.8091
0.4813	4.7288	558	0.6510	0.5669	0.6510	0.8068
0.4813	4.7458	560	0.6638	0.5492	0.6638	0.8147
0.4813	4.7627	562	0.6860	0.5377	0.6860	0.8282
0.4813	4.7797	564	0.7124	0.5625	0.7124	0.8441
0.4813	4.7966	566	0.7304	0.5129	0.7304	0.8546
0.4813	4.8136	568	0.7421	0.4719	0.7421	0.8614
0.4813	4.8305	570	0.7504	0.4621	0.7504	0.8662
0.4813	4.8475	572	0.7267	0.4699	0.7267	0.8525
0.4813	4.8644	574	0.7006	0.5200	0.7006	0.8370
0.4813	4.8814	576	0.6983	0.5150	0.6983	0.8357
0.4813	4.8983	578	0.7080	0.4957	0.7080	0.8414
0.4813	4.9153	580	0.6924	0.5060	0.6924	0.8321
0.4813	4.9322	582	0.6824	0.5337	0.6824	0.8261
0.4813	4.9492	584	0.6953	0.4451	0.6953	0.8338
0.4813	4.9661	586	0.6933	0.4664	0.6933	0.8327
0.4813	4.9831	588	0.6616	0.4597	0.6616	0.8134
0.4813	5.0	590	0.6385	0.4940	0.6385	0.7991
0.4813	5.0169	592	0.6282	0.5268	0.6282	0.7926
0.4813	5.0339	594	0.6306	0.5356	0.6306	0.7941
0.4813	5.0508	596	0.6477	0.5441	0.6477	0.8048
0.4813	5.0678	598	0.6666	0.5049	0.6666	0.8165
0.4813	5.0847	600	0.6857	0.4656	0.6857	0.8281
0.4813	5.1017	602	0.7139	0.4486	0.7139	0.8449
0.4813	5.1186	604	0.7302	0.4446	0.7302	0.8545
0.4813	5.1356	606	0.7455	0.4616	0.7455	0.8634
0.4813	5.1525	608	0.7624	0.4398	0.7624	0.8732
0.4813	5.1695	610	0.7703	0.4583	0.7703	0.8777
0.4813	5.1864	612	0.7457	0.4760	0.7457	0.8635
0.4813	5.2034	614	0.7262	0.4672	0.7262	0.8522
0.4813	5.2203	616	0.7051	0.4920	0.7051	0.8397
0.4813	5.2373	618	0.6937	0.4694	0.6937	0.8329
0.4813	5.2542	620	0.6980	0.4574	0.6980	0.8354
0.4813	5.2712	622	0.6947	0.4630	0.6947	0.8335
0.4813	5.2881	624	0.6781	0.4653	0.6781	0.8235
0.4813	5.3051	626	0.6676	0.5240	0.6676	0.8171
0.4813	5.3220	628	0.6757	0.4981	0.6757	0.8220
0.4813	5.3390	630	0.7117	0.4823	0.7117	0.8436
0.4813	5.3559	632	0.7153	0.4823	0.7153	0.8457
0.4813	5.3729	634	0.6930	0.4933	0.6930	0.8325
0.4813	5.3898	636	0.6675	0.5220	0.6675	0.8170
0.4813	5.4068	638	0.6784	0.4902	0.6784	0.8236
0.4813	5.4237	640	0.7028	0.4805	0.7028	0.8383
0.4813	5.4407	642	0.7132	0.4909	0.7132	0.8445
0.4813	5.4576	644	0.7117	0.4735	0.7117	0.8436
0.4813	5.4746	646	0.7143	0.5376	0.7143	0.8452
0.4813	5.4915	648	0.7342	0.4941	0.7342	0.8568
0.4813	5.5085	650	0.7361	0.4933	0.7361	0.8579
0.4813	5.5254	652	0.7278	0.4806	0.7278	0.8531
0.4813	5.5424	654	0.7463	0.4881	0.7463	0.8639
0.4813	5.5593	656	0.7714	0.4875	0.7714	0.8783
0.4813	5.5763	658	0.7595	0.4854	0.7595	0.8715
0.4813	5.5932	660	0.7408	0.4881	0.7408	0.8607
0.4813	5.6102	662	0.7227	0.4669	0.7227	0.8501
0.4813	5.6271	664	0.7221	0.4755	0.7221	0.8498
0.4813	5.6441	666	0.7258	0.4806	0.7258	0.8520
0.4813	5.6610	668	0.7324	0.4462	0.7324	0.8558
0.4813	5.6780	670	0.7521	0.4933	0.7521	0.8672
0.4813	5.6949	672	0.7655	0.4854	0.7655	0.8750
0.4813	5.7119	674	0.7471	0.4854	0.7471	0.8644
0.4813	5.7288	676	0.7176	0.4737	0.7176	0.8471
0.4813	5.7458	678	0.6774	0.4696	0.6774	0.8230
0.4813	5.7627	680	0.6513	0.4829	0.6513	0.8070
0.4813	5.7797	682	0.6311	0.5346	0.6311	0.7944
0.4813	5.7966	684	0.6245	0.5178	0.6245	0.7902
0.4813	5.8136	686	0.6281	0.5166	0.6281	0.7925
0.4813	5.8305	688	0.6355	0.4976	0.6355	0.7972
0.4813	5.8475	690	0.6536	0.4798	0.6536	0.8085
0.4813	5.8644	692	0.6693	0.4804	0.6693	0.8181
0.4813	5.8814	694	0.6915	0.4860	0.6915	0.8316
0.4813	5.8983	696	0.7129	0.4892	0.7129	0.8443
0.4813	5.9153	698	0.7414	0.4817	0.7414	0.8611
0.4813	5.9322	700	0.7574	0.4871	0.7574	0.8703
0.4813	5.9492	702	0.7476	0.5022	0.7476	0.8646
0.4813	5.9661	704	0.7402	0.4912	0.7402	0.8603
0.4813	5.9831	706	0.7330	0.4912	0.7330	0.8562
0.4813	6.0	708	0.7418	0.4811	0.7418	0.8613
0.4813	6.0169	710	0.7275	0.4673	0.7275	0.8529
0.4813	6.0339	712	0.6968	0.4754	0.6968	0.8347
0.4813	6.0508	714	0.6734	0.4973	0.6734	0.8206
0.4813	6.0678	716	0.6498	0.5013	0.6498	0.8061
0.4813	6.0847	718	0.6476	0.5309	0.6476	0.8048
0.4813	6.1017	720	0.6494	0.5309	0.6494	0.8058
0.4813	6.1186	722	0.6495	0.5247	0.6495	0.8059
0.4813	6.1356	724	0.6493	0.4871	0.6493	0.8058
0.4813	6.1525	726	0.6725	0.4574	0.6725	0.8201
0.4813	6.1695	728	0.7043	0.4524	0.7043	0.8392
0.4813	6.1864	730	0.7113	0.4350	0.7113	0.8434
0.4813	6.2034	732	0.6921	0.4664	0.6921	0.8319
0.4813	6.2203	734	0.6831	0.4976	0.6831	0.8265
0.4813	6.2373	736	0.6854	0.4976	0.6854	0.8279
0.4813	6.2542	738	0.6840	0.4959	0.6840	0.8271
0.4813	6.2712	740	0.6827	0.4720	0.6827	0.8263
0.4813	6.2881	742	0.6754	0.4814	0.6754	0.8218
0.4813	6.3051	744	0.6660	0.4598	0.6660	0.8161
0.4813	6.3220	746	0.6503	0.4638	0.6503	0.8064
0.4813	6.3390	748	0.6417	0.4643	0.6417	0.8011
0.4813	6.3559	750	0.6314	0.5108	0.6314	0.7946
0.4813	6.3729	752	0.6283	0.5108	0.6283	0.7927
0.4813	6.3898	754	0.6347	0.5056	0.6347	0.7967
0.4813	6.4068	756	0.6456	0.5346	0.6456	0.8035
0.4813	6.4237	758	0.6616	0.4889	0.6616	0.8134
0.4813	6.4407	760	0.6768	0.4757	0.6768	0.8227
0.4813	6.4576	762	0.6881	0.4752	0.6881	0.8295
0.4813	6.4746	764	0.7021	0.4610	0.7021	0.8379
0.4813	6.4915	766	0.7066	0.4610	0.7066	0.8406
0.4813	6.5085	768	0.7159	0.4610	0.7159	0.8461
0.4813	6.5254	770	0.7154	0.4610	0.7154	0.8458
0.4813	6.5424	772	0.7178	0.4831	0.7178	0.8472
0.4813	6.5593	774	0.7301	0.5233	0.7301	0.8545
0.4813	6.5763	776	0.7486	0.4742	0.7486	0.8652
0.4813	6.5932	778	0.7441	0.4482	0.7441	0.8626
0.4813	6.6102	780	0.7239	0.5081	0.7239	0.8508
0.4813	6.6271	782	0.7057	0.5126	0.7057	0.8401
0.4813	6.6441	784	0.7077	0.4779	0.7077	0.8412
0.4813	6.6610	786	0.7185	0.4607	0.7185	0.8476
0.4813	6.6780	788	0.7073	0.4611	0.7073	0.8410
0.4813	6.6949	790	0.6788	0.4739	0.6788	0.8239
0.4813	6.7119	792	0.6675	0.4899	0.6675	0.8170
0.4813	6.7288	794	0.6585	0.5144	0.6585	0.8115
0.4813	6.7458	796	0.6502	0.5144	0.6502	0.8064
0.4813	6.7627	798	0.6357	0.5077	0.6357	0.7973
0.4813	6.7797	800	0.6282	0.5257	0.6282	0.7926
0.4813	6.7966	802	0.6384	0.5264	0.6384	0.7990
0.4813	6.8136	804	0.6505	0.5105	0.6505	0.8066
0.4813	6.8305	806	0.6554	0.5105	0.6554	0.8096
0.4813	6.8475	808	0.6589	0.5105	0.6589	0.8117
0.4813	6.8644	810	0.6555	0.5009	0.6555	0.8097
0.4813	6.8814	812	0.6591	0.4960	0.6591	0.8118
0.4813	6.8983	814	0.6725	0.4973	0.6725	0.8201
0.4813	6.9153	816	0.6775	0.4973	0.6775	0.8231
0.4813	6.9322	818	0.6772	0.4970	0.6772	0.8229
0.4813	6.9492	820	0.6807	0.4950	0.6807	0.8251
0.4813	6.9661	822	0.6993	0.4743	0.6993	0.8363
0.4813	6.9831	824	0.7092	0.4980	0.7092	0.8421
0.4813	7.0	826	0.7066	0.4972	0.7066	0.8406
0.4813	7.0169	828	0.6919	0.5112	0.6919	0.8318
0.4813	7.0339	830	0.6846	0.4726	0.6846	0.8274
0.4813	7.0508	832	0.6836	0.4770	0.6836	0.8268
0.4813	7.0678	834	0.6901	0.4788	0.6901	0.8307
0.4813	7.0847	836	0.6893	0.4827	0.6893	0.8303
0.4813	7.1017	838	0.6858	0.4874	0.6858	0.8281
0.4813	7.1186	840	0.6751	0.4816	0.6751	0.8216
0.4813	7.1356	842	0.6688	0.4726	0.6688	0.8178
0.4813	7.1525	844	0.6680	0.4912	0.6680	0.8173
0.4813	7.1695	846	0.6726	0.4964	0.6726	0.8201
0.4813	7.1864	848	0.6678	0.4912	0.6678	0.8172
0.4813	7.2034	850	0.6632	0.5	0.6632	0.8144
0.4813	7.2203	852	0.6589	0.5337	0.6589	0.8117
0.4813	7.2373	854	0.6559	0.5337	0.6559	0.8099
0.4813	7.2542	856	0.6543	0.5337	0.6543	0.8089
0.4813	7.2712	858	0.6566	0.5341	0.6566	0.8103
0.4813	7.2881	860	0.6611	0.4950	0.6611	0.8131
0.4813	7.3051	862	0.6741	0.5222	0.6741	0.8210
0.4813	7.3220	864	0.6847	0.5120	0.6847	0.8274
0.4813	7.3390	866	0.7010	0.4938	0.7010	0.8372
0.4813	7.3559	868	0.7075	0.4864	0.7075	0.8411
0.4813	7.3729	870	0.6982	0.4938	0.6982	0.8356
0.4813	7.3898	872	0.6814	0.5326	0.6814	0.8255
0.4813	7.4068	874	0.6754	0.5269	0.6754	0.8218
0.4813	7.4237	876	0.6682	0.5292	0.6682	0.8174
0.4813	7.4407	878	0.6607	0.5303	0.6607	0.8128
0.4813	7.4576	880	0.6646	0.5200	0.6646	0.8152
0.4813	7.4746	882	0.6672	0.5140	0.6672	0.8168
0.4813	7.4915	884	0.6714	0.5200	0.6714	0.8194
0.4813	7.5085	886	0.6809	0.5150	0.6809	0.8252
0.4813	7.5254	888	0.6876	0.5087	0.6876	0.8292
0.4813	7.5424	890	0.6895	0.5031	0.6895	0.8303
0.4813	7.5593	892	0.6900	0.5009	0.6900	0.8307
0.4813	7.5763	894	0.6945	0.5009	0.6945	0.8334
0.4813	7.5932	896	0.6950	0.4860	0.6950	0.8337
0.4813	7.6102	898	0.6954	0.5097	0.6954	0.8339
0.4813	7.6271	900	0.7053	0.4933	0.7053	0.8398
0.4813	7.6441	902	0.7146	0.5163	0.7146	0.8453
0.4813	7.6610	904	0.7280	0.5147	0.7280	0.8532
0.4813	7.6780	906	0.7345	0.5147	0.7345	0.8570
0.4813	7.6949	908	0.7398	0.5219	0.7398	0.8601
0.4813	7.7119	910	0.7277	0.4926	0.7277	0.8530
0.4813	7.7288	912	0.7182	0.5032	0.7182	0.8475
0.4813	7.7458	914	0.7108	0.4814	0.7108	0.8431
0.4813	7.7627	916	0.7112	0.4703	0.7112	0.8433
0.4813	7.7797	918	0.7121	0.5160	0.7121	0.8439
0.4813	7.7966	920	0.7087	0.5101	0.7087	0.8419
0.4813	7.8136	922	0.7034	0.5160	0.7034	0.8387
0.4813	7.8305	924	0.6945	0.4859	0.6945	0.8334
0.4813	7.8475	926	0.6911	0.4681	0.6911	0.8313
0.4813	7.8644	928	0.6959	0.4749	0.6959	0.8342
0.4813	7.8814	930	0.7108	0.5028	0.7108	0.8431
0.4813	7.8983	932	0.7183	0.4861	0.7183	0.8476
0.4813	7.9153	934	0.7111	0.4803	0.7111	0.8433
0.4813	7.9322	936	0.6973	0.4814	0.6973	0.8350
0.4813	7.9492	938	0.6859	0.5014	0.6859	0.8282
0.4813	7.9661	940	0.6790	0.4965	0.6790	0.8240
0.4813	7.9831	942	0.6725	0.4739	0.6725	0.8201
0.4813	8.0	944	0.6711	0.5183	0.6711	0.8192
0.4813	8.0169	946	0.6734	0.5003	0.6734	0.8206
0.4813	8.0339	948	0.6768	0.5189	0.6768	0.8227
0.4813	8.0508	950	0.6834	0.4739	0.6834	0.8267
0.4813	8.0678	952	0.6967	0.4958	0.6967	0.8347
0.4813	8.0847	954	0.7117	0.4776	0.7117	0.8436
0.4813	8.1017	956	0.7277	0.4882	0.7277	0.8531
0.4813	8.1186	958	0.7391	0.4882	0.7391	0.8597
0.4813	8.1356	960	0.7336	0.4955	0.7336	0.8565
0.4813	8.1525	962	0.7228	0.4857	0.7228	0.8502
0.4813	8.1695	964	0.7103	0.4958	0.7103	0.8428
0.4813	8.1864	966	0.6951	0.5049	0.6951	0.8337
0.4813	8.2034	968	0.6847	0.4770	0.6847	0.8275
0.4813	8.2203	970	0.6792	0.5044	0.6792	0.8242
0.4813	8.2373	972	0.6780	0.5044	0.6780	0.8234
0.4813	8.2542	974	0.6799	0.5214	0.6799	0.8246
0.4813	8.2712	976	0.6863	0.5106	0.6863	0.8284
0.4813	8.2881	978	0.6918	0.5032	0.6918	0.8317
0.4813	8.3051	980	0.6954	0.5127	0.6954	0.8339
0.4813	8.3220	982	0.6997	0.5127	0.6997	0.8365
0.4813	8.3390	984	0.7106	0.4889	0.7106	0.8430
0.4813	8.3559	986	0.7147	0.4814	0.7147	0.8454
0.4813	8.3729	988	0.7268	0.4864	0.7268	0.8525
0.4813	8.3898	990	0.7321	0.4779	0.7321	0.8556
0.4813	8.4068	992	0.7307	0.4779	0.7307	0.8548
0.4813	8.4237	994	0.7224	0.4790	0.7224	0.8500
0.4813	8.4407	996	0.7159	0.4797	0.7159	0.8461
0.4813	8.4576	998	0.7092	0.4785	0.7092	0.8421
0.0791	8.4746	1000	0.6983	0.4861	0.6983	0.8356
0.0791	8.4915	1002	0.6810	0.5231	0.6810	0.8252
0.0791	8.5085	1004	0.6662	0.5456	0.6662	0.8162
0.0791	8.5254	1006	0.6576	0.5622	0.6576	0.8109
0.0791	8.5424	1008	0.6514	0.5622	0.6514	0.8071
0.0791	8.5593	1010	0.6527	0.5606	0.6527	0.8079
0.0791	8.5763	1012	0.6506	0.5622	0.6506	0.8066
0.0791	8.5932	1014	0.6536	0.5622	0.6536	0.8085
0.0791	8.6102	1016	0.6610	0.5456	0.6610	0.8130
0.0791	8.6271	1018	0.6687	0.5456	0.6687	0.8177
0.0791	8.6441	1020	0.6798	0.5368	0.6798	0.8245
0.0791	8.6610	1022	0.6840	0.5368	0.6840	0.8271
0.0791	8.6780	1024	0.6910	0.5094	0.6910	0.8313
0.0791	8.6949	1026	0.7022	0.4955	0.7022	0.8380
0.0791	8.7119	1028	0.7158	0.4861	0.7158	0.8461
0.0791	8.7288	1030	0.7320	0.4785	0.7320	0.8556
0.0791	8.7458	1032	0.7335	0.4785	0.7335	0.8565
0.0791	8.7627	1034	0.7376	0.4871	0.7376	0.8588
0.0791	8.7797	1036	0.7357	0.4871	0.7357	0.8577
0.0791	8.7966	1038	0.7298	0.4814	0.7298	0.8543
0.0791	8.8136	1040	0.7241	0.4814	0.7241	0.8510
0.0791	8.8305	1042	0.7187	0.4814	0.7187	0.8478
0.0791	8.8475	1044	0.7132	0.4814	0.7132	0.8445
0.0791	8.8644	1046	0.7109	0.4889	0.7109	0.8432
0.0791	8.8814	1048	0.7082	0.4701	0.7082	0.8415
0.0791	8.8983	1050	0.7129	0.4889	0.7129	0.8443
0.0791	8.9153	1052	0.7147	0.4701	0.7147	0.8454
0.0791	8.9322	1054	0.7211	0.4889	0.7211	0.8492
0.0791	8.9492	1056	0.7327	0.4814	0.7327	0.8560
0.0791	8.9661	1058	0.7425	0.4722	0.7425	0.8617
0.0791	8.9831	1060	0.7501	0.4647	0.7501	0.8661
0.0791	9.0	1062	0.7524	0.4647	0.7524	0.8674
0.0791	9.0169	1064	0.7455	0.4722	0.7455	0.8634
0.0791	9.0339	1066	0.7363	0.4722	0.7363	0.8581
0.0791	9.0508	1068	0.7335	0.4722	0.7335	0.8564
0.0791	9.0678	1070	0.7285	0.4722	0.7285	0.8535
0.0791	9.0847	1072	0.7265	0.4670	0.7265	0.8523
0.0791	9.1017	1074	0.7221	0.4670	0.7221	0.8498
0.0791	9.1186	1076	0.7138	0.4814	0.7138	0.8449
0.0791	9.1356	1078	0.7047	0.4701	0.7047	0.8395
0.0791	9.1525	1080	0.6996	0.5189	0.6996	0.8364
0.0791	9.1695	1082	0.6993	0.5189	0.6993	0.8362
0.0791	9.1864	1084	0.6987	0.5189	0.6987	0.8359
0.0791	9.2034	1086	0.6991	0.5189	0.6991	0.8361
0.0791	9.2203	1088	0.6971	0.5206	0.6971	0.8349
0.0791	9.2373	1090	0.6984	0.4914	0.6984	0.8357
0.0791	9.2542	1092	0.6988	0.4914	0.6988	0.8359
0.0791	9.2712	1094	0.6990	0.4776	0.6990	0.8360
0.0791	9.2881	1096	0.6981	0.4776	0.6981	0.8355
0.0791	9.3051	1098	0.7011	0.4776	0.7011	0.8373
0.0791	9.3220	1100	0.7053	0.4776	0.7053	0.8398
0.0791	9.3390	1102	0.7104	0.4701	0.7104	0.8428
0.0791	9.3559	1104	0.7143	0.4701	0.7143	0.8451
0.0791	9.3729	1106	0.7190	0.4889	0.7190	0.8479
0.0791	9.3898	1108	0.7239	0.4670	0.7239	0.8508
0.0791	9.4068	1110	0.7250	0.4665	0.7250	0.8515
0.0791	9.4237	1112	0.7255	0.4665	0.7255	0.8518
0.0791	9.4407	1114	0.7237	0.4814	0.7237	0.8507
0.0791	9.4576	1116	0.7189	0.4627	0.7189	0.8479
0.0791	9.4746	1118	0.7163	0.4701	0.7163	0.8463
0.0791	9.4915	1120	0.7154	0.4701	0.7154	0.8458
0.0791	9.5085	1122	0.7156	0.4701	0.7156	0.8459
0.0791	9.5254	1124	0.7144	0.4701	0.7144	0.8452
0.0791	9.5424	1126	0.7141	0.4701	0.7141	0.8450
0.0791	9.5593	1128	0.7126	0.4701	0.7126	0.8442
0.0791	9.5763	1130	0.7117	0.4701	0.7117	0.8436
0.0791	9.5932	1132	0.7081	0.4701	0.7081	0.8415
0.0791	9.6102	1134	0.7056	0.4850	0.7056	0.8400
0.0791	9.6271	1136	0.7034	0.4850	0.7034	0.8387
0.0791	9.6441	1138	0.7010	0.4850	0.7010	0.8373
0.0791	9.6610	1140	0.6997	0.4989	0.6997	0.8365
0.0791	9.6780	1142	0.6998	0.4850	0.6998	0.8365
0.0791	9.6949	1144	0.6984	0.4989	0.6984	0.8357
0.0791	9.7119	1146	0.6973	0.4989	0.6973	0.8351
0.0791	9.7288	1148	0.6969	0.4989	0.6969	0.8348
0.0791	9.7458	1150	0.6969	0.4989	0.6969	0.8348
0.0791	9.7627	1152	0.6959	0.4989	0.6959	0.8342
0.0791	9.7797	1154	0.6944	0.4989	0.6944	0.8333
0.0791	9.7966	1156	0.6939	0.4989	0.6939	0.8330
0.0791	9.8136	1158	0.6940	0.4989	0.6940	0.8331
0.0791	9.8305	1160	0.6941	0.4989	0.6941	0.8332
0.0791	9.8475	1162	0.6944	0.4989	0.6944	0.8333
0.0791	9.8644	1164	0.6952	0.4989	0.6952	0.8338
0.0791	9.8814	1166	0.6962	0.4914	0.6962	0.8344
0.0791	9.8983	1168	0.6973	0.4914	0.6973	0.8350
0.0791	9.9153	1170	0.6980	0.4701	0.6980	0.8355
0.0791	9.9322	1172	0.6982	0.4701	0.6982	0.8356
0.0791	9.9492	1174	0.6985	0.4701	0.6985	0.8358
0.0791	9.9661	1176	0.6987	0.4701	0.6987	0.8359
0.0791	9.9831	1178	0.6987	0.4701	0.6987	0.8359
0.0791	10.0	1180	0.6987	0.4701	0.6987	0.8359

Framework versions

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