ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k14_task1_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: 0.6528
• Qwk: 0.6806
• Mse: 0.6528
• Rmse: 0.8080

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	5.2680	-0.0016	5.2680	2.2952
No log	0.0506	4	3.1539	0.0597	3.1539	1.7759
No log	0.0759	6	1.8922	0.1210	1.8922	1.3756
No log	0.1013	8	1.3212	0.2191	1.3212	1.1494
No log	0.1266	10	1.0999	0.2428	1.0999	1.0488
No log	0.1519	12	1.1472	0.1753	1.1472	1.0711
No log	0.1772	14	1.2943	0.2225	1.2943	1.1377
No log	0.2025	16	1.4861	0.0025	1.4861	1.2191
No log	0.2278	18	1.4219	0.0825	1.4219	1.1924
No log	0.2532	20	1.3237	0.2252	1.3237	1.1505
No log	0.2785	22	1.1903	0.2260	1.1903	1.0910
No log	0.3038	24	1.1303	0.1863	1.1303	1.0632
No log	0.3291	26	1.1544	0.1649	1.1544	1.0744
No log	0.3544	28	1.1080	0.1863	1.1080	1.0526
No log	0.3797	30	1.2187	0.2392	1.2187	1.1039
No log	0.4051	32	1.4095	0.1164	1.4095	1.1872
No log	0.4304	34	1.5253	0.0513	1.5253	1.2350
No log	0.4557	36	1.4482	0.1309	1.4482	1.2034
No log	0.4810	38	1.1031	0.3565	1.1031	1.0503
No log	0.5063	40	0.8583	0.5191	0.8583	0.9265
No log	0.5316	42	0.8229	0.4856	0.8229	0.9072
No log	0.5570	44	0.8017	0.5630	0.8017	0.8954
No log	0.5823	46	1.0425	0.3333	1.0425	1.0210
No log	0.6076	48	1.3017	0.2675	1.3017	1.1409
No log	0.6329	50	1.3044	0.2823	1.3044	1.1421
No log	0.6582	52	1.1319	0.3643	1.1319	1.0639
No log	0.6835	54	1.0732	0.4185	1.0732	1.0359
No log	0.7089	56	0.8371	0.5972	0.8371	0.9149
No log	0.7342	58	0.6174	0.7162	0.6174	0.7858
No log	0.7595	60	0.6142	0.7192	0.6142	0.7837
No log	0.7848	62	0.7365	0.6832	0.7365	0.8582
No log	0.8101	64	1.0876	0.5336	1.0876	1.0429
No log	0.8354	66	1.1844	0.4905	1.1844	1.0883
No log	0.8608	68	0.8550	0.6178	0.8550	0.9247
No log	0.8861	70	0.5876	0.7536	0.5876	0.7666
No log	0.9114	72	0.5780	0.7379	0.5780	0.7603
No log	0.9367	74	0.5780	0.7156	0.5780	0.7602
No log	0.9620	76	0.5624	0.7288	0.5624	0.7499
No log	0.9873	78	0.5692	0.7184	0.5692	0.7545
No log	1.0127	80	0.5539	0.6848	0.5539	0.7443
No log	1.0380	82	0.6700	0.6822	0.6700	0.8185
No log	1.0633	84	0.7081	0.6732	0.7081	0.8415
No log	1.0886	86	0.6590	0.7210	0.6590	0.8118
No log	1.1139	88	0.5898	0.7346	0.5898	0.7680
No log	1.1392	90	0.5904	0.7607	0.5904	0.7684
No log	1.1646	92	0.5928	0.7817	0.5928	0.7700
No log	1.1899	94	0.5609	0.7791	0.5609	0.7489
No log	1.2152	96	0.5477	0.7490	0.5477	0.7401
No log	1.2405	98	0.6284	0.7203	0.6284	0.7927
No log	1.2658	100	0.8825	0.5691	0.8825	0.9394
No log	1.2911	102	0.7646	0.5770	0.7646	0.8744
No log	1.3165	104	0.5991	0.7036	0.5991	0.7740
No log	1.3418	106	0.6372	0.7032	0.6372	0.7982
No log	1.3671	108	0.7095	0.6927	0.7095	0.8423
No log	1.3924	110	0.6814	0.7267	0.6814	0.8254
No log	1.4177	112	0.5999	0.7229	0.5999	0.7745
No log	1.4430	114	0.9206	0.6235	0.9206	0.9595
No log	1.4684	116	0.9962	0.6093	0.9962	0.9981
No log	1.4937	118	0.6768	0.7081	0.6768	0.8227
No log	1.5190	120	0.6473	0.7379	0.6473	0.8045
No log	1.5443	122	0.6888	0.7312	0.6888	0.8299
No log	1.5696	124	0.6289	0.7417	0.6289	0.7930
No log	1.5949	126	0.6666	0.7455	0.6666	0.8164
No log	1.6203	128	0.6889	0.7474	0.6889	0.8300
No log	1.6456	130	0.7669	0.6985	0.7669	0.8757
No log	1.6709	132	0.8517	0.6420	0.8517	0.9229
No log	1.6962	134	0.7816	0.6839	0.7816	0.8841
No log	1.7215	136	0.5943	0.7204	0.5943	0.7709
No log	1.7468	138	0.6181	0.7591	0.6181	0.7862
No log	1.7722	140	0.6024	0.7856	0.6024	0.7761
No log	1.7975	142	0.5766	0.7449	0.5766	0.7593
No log	1.8228	144	0.7742	0.6616	0.7742	0.8799
No log	1.8481	146	0.7788	0.6557	0.7788	0.8825
No log	1.8734	148	0.6085	0.7276	0.6085	0.7801
No log	1.8987	150	0.6769	0.7384	0.6769	0.8227
No log	1.9241	152	1.0900	0.6565	1.0900	1.0440
No log	1.9494	154	1.1754	0.6397	1.1754	1.0842
No log	1.9747	156	1.0071	0.6956	1.0071	1.0035
No log	2.0	158	0.9085	0.6969	0.9085	0.9532
No log	2.0253	160	0.7333	0.7106	0.7333	0.8563
No log	2.0506	162	0.6466	0.7066	0.6466	0.8041
No log	2.0759	164	0.6347	0.7324	0.6347	0.7967
No log	2.1013	166	0.6856	0.7105	0.6856	0.8280
No log	2.1266	168	0.7494	0.6909	0.7494	0.8657
No log	2.1519	170	0.7192	0.6850	0.7192	0.8481
No log	2.1772	172	0.6278	0.7207	0.6278	0.7924
No log	2.2025	174	0.6158	0.7516	0.6158	0.7848
No log	2.2278	176	0.6699	0.7280	0.6699	0.8185
No log	2.2532	178	0.7579	0.7015	0.7579	0.8706
No log	2.2785	180	0.7193	0.6972	0.7193	0.8481
No log	2.3038	182	0.7078	0.6972	0.7078	0.8413
No log	2.3291	184	0.6373	0.7417	0.6373	0.7983
No log	2.3544	186	0.6110	0.7526	0.6110	0.7817
No log	2.3797	188	0.6187	0.7325	0.6187	0.7866
No log	2.4051	190	0.6181	0.7174	0.6181	0.7862
No log	2.4304	192	0.6168	0.7306	0.6168	0.7854
No log	2.4557	194	0.6742	0.7202	0.6742	0.8211
No log	2.4810	196	0.8614	0.6695	0.8614	0.9281
No log	2.5063	198	0.8452	0.6630	0.8452	0.9193
No log	2.5316	200	0.7037	0.7057	0.7037	0.8389
No log	2.5570	202	0.5667	0.7391	0.5667	0.7528
No log	2.5823	204	0.6743	0.6963	0.6743	0.8211
No log	2.6076	206	0.7003	0.6844	0.7003	0.8368
No log	2.6329	208	0.5908	0.7092	0.5908	0.7687
No log	2.6582	210	0.6098	0.7630	0.6098	0.7809
No log	2.6835	212	0.7875	0.7033	0.7875	0.8874
No log	2.7089	214	0.7970	0.7103	0.7970	0.8928
No log	2.7342	216	0.6803	0.7698	0.6803	0.8248
No log	2.7595	218	0.5804	0.7475	0.5804	0.7618
No log	2.7848	220	0.5665	0.7688	0.5665	0.7527
No log	2.8101	222	0.6106	0.7583	0.6106	0.7814
No log	2.8354	224	0.7010	0.7557	0.7010	0.8373
No log	2.8608	226	0.7048	0.7604	0.7048	0.8395
No log	2.8861	228	0.6155	0.7285	0.6155	0.7845
No log	2.9114	230	0.6024	0.7737	0.6024	0.7761
No log	2.9367	232	0.5903	0.7369	0.5903	0.7683
No log	2.9620	234	0.6284	0.7270	0.6284	0.7927
No log	2.9873	236	0.6903	0.7369	0.6903	0.8309
No log	3.0127	238	0.6826	0.7369	0.6826	0.8262
No log	3.0380	240	0.6365	0.7264	0.6365	0.7978
No log	3.0633	242	0.6146	0.7155	0.6146	0.7840
No log	3.0886	244	0.6094	0.7324	0.6094	0.7807
No log	3.1139	246	0.6150	0.7413	0.6150	0.7842
No log	3.1392	248	0.6349	0.7404	0.6349	0.7968
No log	3.1646	250	0.6068	0.7437	0.6068	0.7790
No log	3.1899	252	0.6049	0.7183	0.6049	0.7778
No log	3.2152	254	0.6025	0.7220	0.6025	0.7762
No log	3.2405	256	0.5937	0.7367	0.5937	0.7705
No log	3.2658	258	0.5993	0.7372	0.5993	0.7742
No log	3.2911	260	0.5995	0.7387	0.5995	0.7743
No log	3.3165	262	0.6031	0.7372	0.6031	0.7766
No log	3.3418	264	0.6090	0.7392	0.6090	0.7804
No log	3.3671	266	0.6283	0.7405	0.6283	0.7926
No log	3.3924	268	0.6173	0.7396	0.6173	0.7857
No log	3.4177	270	0.6123	0.7427	0.6123	0.7825
No log	3.4430	272	0.6135	0.7373	0.6135	0.7833
No log	3.4684	274	0.5925	0.7505	0.5925	0.7697
No log	3.4937	276	0.5647	0.7574	0.5647	0.7515
No log	3.5190	278	0.5871	0.7473	0.5871	0.7662
No log	3.5443	280	0.7426	0.6961	0.7426	0.8617
No log	3.5696	282	0.8941	0.6562	0.8941	0.9456
No log	3.5949	284	0.9038	0.6764	0.9038	0.9507
No log	3.6203	286	0.8249	0.6859	0.8249	0.9082
No log	3.6456	288	0.6966	0.7160	0.6966	0.8346
No log	3.6709	290	0.6370	0.7365	0.6370	0.7981
No log	3.6962	292	0.6251	0.7291	0.6251	0.7906
No log	3.7215	294	0.6488	0.7148	0.6488	0.8055
No log	3.7468	296	0.7116	0.6952	0.7116	0.8436
No log	3.7722	298	0.8192	0.6767	0.8192	0.9051
No log	3.7975	300	0.8336	0.6645	0.8336	0.9130
No log	3.8228	302	0.7128	0.6747	0.7128	0.8443
No log	3.8481	304	0.5910	0.7342	0.5910	0.7687
No log	3.8734	306	0.5710	0.7447	0.5710	0.7556
No log	3.8987	308	0.5911	0.7244	0.5911	0.7689
No log	3.9241	310	0.5791	0.7421	0.5791	0.7610
No log	3.9494	312	0.5915	0.7692	0.5915	0.7691
No log	3.9747	314	0.7386	0.7247	0.7386	0.8594
No log	4.0	316	0.8097	0.7183	0.8097	0.8999
No log	4.0253	318	0.7223	0.7306	0.7223	0.8499
No log	4.0506	320	0.6395	0.7149	0.6395	0.7997
No log	4.0759	322	0.5875	0.7485	0.5875	0.7665
No log	4.1013	324	0.5750	0.7487	0.5750	0.7583
No log	4.1266	326	0.5789	0.7451	0.5789	0.7608
No log	4.1519	328	0.6001	0.7296	0.6001	0.7747
No log	4.1772	330	0.6490	0.7210	0.6490	0.8056
No log	4.2025	332	0.6921	0.6921	0.6921	0.8319
No log	4.2278	334	0.6627	0.7164	0.6627	0.8141
No log	4.2532	336	0.6074	0.7103	0.6074	0.7793
No log	4.2785	338	0.5853	0.7332	0.5853	0.7650
No log	4.3038	340	0.5871	0.7449	0.5871	0.7662
No log	4.3291	342	0.5936	0.7473	0.5936	0.7705
No log	4.3544	344	0.6003	0.7438	0.6003	0.7748
No log	4.3797	346	0.6112	0.7545	0.6112	0.7818
No log	4.4051	348	0.5931	0.7590	0.5931	0.7701
No log	4.4304	350	0.5651	0.7566	0.5651	0.7517
No log	4.4557	352	0.5767	0.7251	0.5767	0.7594
No log	4.4810	354	0.5766	0.7314	0.5766	0.7594
No log	4.5063	356	0.5592	0.7470	0.5592	0.7478
No log	4.5316	358	0.5634	0.7777	0.5634	0.7506
No log	4.5570	360	0.6136	0.7398	0.6136	0.7833
No log	4.5823	362	0.6551	0.7046	0.6551	0.8094
No log	4.6076	364	0.6188	0.7389	0.6188	0.7866
No log	4.6329	366	0.5901	0.7394	0.5901	0.7682
No log	4.6582	368	0.5883	0.7422	0.5883	0.7670
No log	4.6835	370	0.6535	0.7057	0.6535	0.8084
No log	4.7089	372	0.7035	0.6859	0.7035	0.8388
No log	4.7342	374	0.7489	0.6774	0.7489	0.8654
No log	4.7595	376	0.6974	0.6844	0.6974	0.8351
No log	4.7848	378	0.6215	0.7207	0.6215	0.7883
No log	4.8101	380	0.6047	0.7402	0.6047	0.7776
No log	4.8354	382	0.6038	0.7490	0.6038	0.7770
No log	4.8608	384	0.6104	0.7227	0.6104	0.7813
No log	4.8861	386	0.6213	0.7056	0.6213	0.7882
No log	4.9114	388	0.6469	0.7083	0.6469	0.8043
No log	4.9367	390	0.7456	0.6491	0.7456	0.8635
No log	4.9620	392	0.7887	0.6550	0.7887	0.8881
No log	4.9873	394	0.7437	0.6679	0.7437	0.8624
No log	5.0127	396	0.6487	0.6959	0.6487	0.8054
No log	5.0380	398	0.5993	0.7486	0.5993	0.7742
No log	5.0633	400	0.5666	0.7607	0.5666	0.7527
No log	5.0886	402	0.5479	0.7693	0.5479	0.7402
No log	5.1139	404	0.5467	0.7513	0.5467	0.7394
No log	5.1392	406	0.5391	0.7768	0.5391	0.7343
No log	5.1646	408	0.5639	0.7179	0.5639	0.7509
No log	5.1899	410	0.5757	0.7125	0.5757	0.7587
No log	5.2152	412	0.5829	0.7269	0.5829	0.7634
No log	5.2405	414	0.5643	0.7179	0.5643	0.7512
No log	5.2658	416	0.5656	0.7323	0.5656	0.7521
No log	5.2911	418	0.5885	0.7380	0.5885	0.7671
No log	5.3165	420	0.5979	0.7440	0.5979	0.7733
No log	5.3418	422	0.6718	0.6852	0.6718	0.8196
No log	5.3671	424	0.7107	0.6992	0.7107	0.8431
No log	5.3924	426	0.6783	0.7238	0.6783	0.8236
No log	5.4177	428	0.6325	0.7308	0.6325	0.7953
No log	5.4430	430	0.5896	0.7467	0.5896	0.7679
No log	5.4684	432	0.5607	0.7717	0.5607	0.7488
No log	5.4937	434	0.5494	0.7854	0.5494	0.7412
No log	5.5190	436	0.5538	0.7733	0.5538	0.7441
No log	5.5443	438	0.5579	0.7714	0.5579	0.7469
No log	5.5696	440	0.5844	0.7486	0.5844	0.7644
No log	5.5949	442	0.6676	0.7090	0.6676	0.8170
No log	5.6203	444	0.7420	0.6876	0.7420	0.8614
No log	5.6456	446	0.7145	0.6795	0.7145	0.8453
No log	5.6709	448	0.6226	0.7362	0.6226	0.7890
No log	5.6962	450	0.5545	0.7832	0.5545	0.7446
No log	5.7215	452	0.5454	0.7730	0.5454	0.7385
No log	5.7468	454	0.5495	0.7738	0.5495	0.7413
No log	5.7722	456	0.5738	0.7462	0.5738	0.7575
No log	5.7975	458	0.6283	0.7144	0.6283	0.7927
No log	5.8228	460	0.6516	0.7134	0.6516	0.8072
No log	5.8481	462	0.6310	0.7240	0.6310	0.7943
No log	5.8734	464	0.5799	0.7364	0.5799	0.7615
No log	5.8987	466	0.5439	0.7376	0.5439	0.7375
No log	5.9241	468	0.5272	0.7465	0.5272	0.7261
No log	5.9494	470	0.5273	0.7357	0.5273	0.7262
No log	5.9747	472	0.5313	0.7421	0.5313	0.7289
No log	6.0	474	0.5454	0.7331	0.5454	0.7385
No log	6.0253	476	0.6052	0.7119	0.6052	0.7779
No log	6.0506	478	0.7053	0.6883	0.7053	0.8398
No log	6.0759	480	0.7513	0.6831	0.7513	0.8668
No log	6.1013	482	0.7323	0.6914	0.7323	0.8557
No log	6.1266	484	0.6984	0.7081	0.6984	0.8357
No log	6.1519	486	0.6593	0.7022	0.6593	0.8120
No log	6.1772	488	0.6473	0.6968	0.6473	0.8045
No log	6.2025	490	0.6367	0.7213	0.6367	0.7980
No log	6.2278	492	0.6592	0.6755	0.6592	0.8119
No log	6.2532	494	0.6944	0.6666	0.6944	0.8333
No log	6.2785	496	0.6938	0.6676	0.6938	0.8329
No log	6.3038	498	0.6725	0.6721	0.6725	0.8200
0.4573	6.3291	500	0.6377	0.7135	0.6377	0.7986
0.4573	6.3544	502	0.6052	0.7142	0.6052	0.7780
0.4573	6.3797	504	0.5961	0.7382	0.5961	0.7721
0.4573	6.4051	506	0.5985	0.7266	0.5985	0.7736
0.4573	6.4304	508	0.6190	0.7166	0.6190	0.7868
0.4573	6.4557	510	0.6709	0.6936	0.6709	0.8191
0.4573	6.4810	512	0.7422	0.6556	0.7422	0.8615
0.4573	6.5063	514	0.7478	0.6649	0.7478	0.8647
0.4573	6.5316	516	0.7015	0.6737	0.7015	0.8376
0.4573	6.5570	518	0.6185	0.7093	0.6185	0.7864
0.4573	6.5823	520	0.5791	0.7306	0.5791	0.7610
0.4573	6.6076	522	0.5724	0.7306	0.5724	0.7565
0.4573	6.6329	524	0.5782	0.7340	0.5782	0.7604
0.4573	6.6582	526	0.5767	0.7340	0.5767	0.7594
0.4573	6.6835	528	0.5858	0.7340	0.5858	0.7654
0.4573	6.7089	530	0.5948	0.7245	0.5948	0.7713
0.4573	6.7342	532	0.6002	0.7245	0.6002	0.7747
0.4573	6.7595	534	0.6121	0.7245	0.6121	0.7824
0.4573	6.7848	536	0.6174	0.7245	0.6174	0.7858
0.4573	6.8101	538	0.6013	0.7364	0.6013	0.7755
0.4573	6.8354	540	0.5715	0.7445	0.5715	0.7559
0.4573	6.8608	542	0.5583	0.7551	0.5583	0.7472
0.4573	6.8861	544	0.5615	0.7591	0.5615	0.7493
0.4573	6.9114	546	0.5760	0.7410	0.5760	0.7590
0.4573	6.9367	548	0.6236	0.7364	0.6236	0.7897
0.4573	6.9620	550	0.6979	0.6586	0.6979	0.8354
0.4573	6.9873	552	0.7575	0.6551	0.7575	0.8703
0.4573	7.0127	554	0.8077	0.6582	0.8077	0.8987
0.4573	7.0380	556	0.8073	0.6582	0.8073	0.8985
0.4573	7.0633	558	0.7632	0.6551	0.7632	0.8736
0.4573	7.0886	560	0.7080	0.6654	0.7080	0.8414
0.4573	7.1139	562	0.6837	0.6876	0.6837	0.8269
0.4573	7.1392	564	0.6346	0.7269	0.6346	0.7966
0.4573	7.1646	566	0.6069	0.7227	0.6069	0.7790
0.4573	7.1899	568	0.6046	0.7296	0.6046	0.7775
0.4573	7.2152	570	0.6033	0.7370	0.6033	0.7767
0.4573	7.2405	572	0.6126	0.7364	0.6126	0.7827
0.4573	7.2658	574	0.6271	0.7267	0.6271	0.7919
0.4573	7.2911	576	0.6377	0.7003	0.6377	0.7986
0.4573	7.3165	578	0.6667	0.7036	0.6667	0.8165
0.4573	7.3418	580	0.6827	0.6849	0.6827	0.8263
0.4573	7.3671	582	0.6757	0.6956	0.6757	0.8220
0.4573	7.3924	584	0.6682	0.6963	0.6682	0.8175
0.4573	7.4177	586	0.6685	0.6990	0.6685	0.8176
0.4573	7.4430	588	0.6521	0.7065	0.6521	0.8075
0.4573	7.4684	590	0.6330	0.7154	0.6330	0.7956
0.4573	7.4937	592	0.6256	0.7154	0.6256	0.7910
0.4573	7.5190	594	0.6126	0.7325	0.6126	0.7827
0.4573	7.5443	596	0.5941	0.7314	0.5941	0.7708
0.4573	7.5696	598	0.5846	0.7321	0.5846	0.7646
0.4573	7.5949	600	0.5819	0.7257	0.5819	0.7628
0.4573	7.6203	602	0.5869	0.7267	0.5869	0.7661
0.4573	7.6456	604	0.6027	0.7336	0.6027	0.7763
0.4573	7.6709	606	0.6198	0.7125	0.6198	0.7873
0.4573	7.6962	608	0.6399	0.6871	0.6399	0.8000
0.4573	7.7215	610	0.6665	0.6953	0.6665	0.8164
0.4573	7.7468	612	0.6694	0.6998	0.6694	0.8181
0.4573	7.7722	614	0.6637	0.6960	0.6637	0.8147
0.4573	7.7975	616	0.6534	0.6897	0.6534	0.8083
0.4573	7.8228	618	0.6415	0.6833	0.6415	0.8009
0.4573	7.8481	620	0.6507	0.6806	0.6507	0.8067
0.4573	7.8734	622	0.6753	0.6953	0.6753	0.8218
0.4573	7.8987	624	0.7133	0.6740	0.7133	0.8446
0.4573	7.9241	626	0.7482	0.6523	0.7482	0.8650
0.4573	7.9494	628	0.7381	0.6722	0.7381	0.8591
0.4573	7.9747	630	0.7062	0.6646	0.7062	0.8403
0.4573	8.0	632	0.6633	0.6688	0.6633	0.8144
0.4573	8.0253	634	0.6427	0.6916	0.6427	0.8017
0.4573	8.0506	636	0.6390	0.6950	0.6390	0.7994
0.4573	8.0759	638	0.6352	0.6950	0.6352	0.7970
0.4573	8.1013	640	0.6358	0.6950	0.6358	0.7974
0.4573	8.1266	642	0.6597	0.6833	0.6597	0.8122
0.4573	8.1519	644	0.6880	0.6947	0.6880	0.8295
0.4573	8.1772	646	0.6951	0.6933	0.6951	0.8337
0.4573	8.2025	648	0.6832	0.6947	0.6832	0.8266
0.4573	8.2278	650	0.6824	0.7173	0.6824	0.8260
0.4573	8.2532	652	0.6870	0.7000	0.6870	0.8289
0.4573	8.2785	654	0.6882	0.7074	0.6882	0.8296
0.4573	8.3038	656	0.6812	0.7014	0.6812	0.8254
0.4573	8.3291	658	0.6764	0.7020	0.6764	0.8224
0.4573	8.3544	660	0.6894	0.7031	0.6894	0.8303
0.4573	8.3797	662	0.7033	0.6982	0.7033	0.8386
0.4573	8.4051	664	0.7203	0.6975	0.7203	0.8487
0.4573	8.4304	666	0.7159	0.6975	0.7159	0.8461
0.4573	8.4557	668	0.6916	0.6927	0.6916	0.8316
0.4573	8.4810	670	0.6532	0.6719	0.6532	0.8082
0.4573	8.5063	672	0.6254	0.6970	0.6254	0.7908
0.4573	8.5316	674	0.6082	0.7251	0.6082	0.7798
0.4573	8.5570	676	0.6031	0.7251	0.6031	0.7766
0.4573	8.5823	678	0.5965	0.7325	0.5965	0.7723
0.4573	8.6076	680	0.5976	0.7308	0.5976	0.7731
0.4573	8.6329	682	0.6055	0.7122	0.6055	0.7782
0.4573	8.6582	684	0.6159	0.7162	0.6159	0.7848
0.4573	8.6835	686	0.6239	0.7215	0.6239	0.7899
0.4573	8.7089	688	0.6334	0.7126	0.6334	0.7958
0.4573	8.7342	690	0.6534	0.6904	0.6534	0.8083
0.4573	8.7595	692	0.6845	0.6915	0.6845	0.8273
0.4573	8.7848	694	0.7054	0.6939	0.7054	0.8399
0.4573	8.8101	696	0.7300	0.6902	0.7300	0.8544
0.4573	8.8354	698	0.7322	0.6902	0.7322	0.8557
0.4573	8.8608	700	0.7236	0.6902	0.7236	0.8506
0.4573	8.8861	702	0.7056	0.6982	0.7056	0.8400
0.4573	8.9114	704	0.6786	0.6947	0.6786	0.8238
0.4573	8.9367	706	0.6540	0.6739	0.6540	0.8087
0.4573	8.9620	708	0.6379	0.6739	0.6379	0.7987
0.4573	8.9873	710	0.6293	0.6810	0.6293	0.7933
0.4573	9.0127	712	0.6306	0.6810	0.6306	0.7941
0.4573	9.0380	714	0.6332	0.6646	0.6332	0.7958
0.4573	9.0633	716	0.6361	0.6739	0.6361	0.7975
0.4573	9.0886	718	0.6378	0.6739	0.6378	0.7986
0.4573	9.1139	720	0.6354	0.6646	0.6354	0.7971
0.4573	9.1392	722	0.6333	0.6646	0.6333	0.7958
0.4573	9.1646	724	0.6310	0.6737	0.6310	0.7944
0.4573	9.1899	726	0.6375	0.6664	0.6375	0.7985
0.4573	9.2152	728	0.6505	0.6741	0.6505	0.8066
0.4573	9.2405	730	0.6599	0.6806	0.6599	0.8124
0.4573	9.2658	732	0.6707	0.6871	0.6707	0.8190
0.4573	9.2911	734	0.6753	0.6935	0.6753	0.8218
0.4573	9.3165	736	0.6775	0.6833	0.6775	0.8231
0.4573	9.3418	738	0.6762	0.6833	0.6762	0.8223
0.4573	9.3671	740	0.6767	0.6833	0.6767	0.8226
0.4573	9.3924	742	0.6806	0.6833	0.6806	0.8250
0.4573	9.4177	744	0.6789	0.6833	0.6789	0.8240
0.4573	9.4430	746	0.6781	0.6833	0.6781	0.8235
0.4573	9.4684	748	0.6708	0.6806	0.6708	0.8190
0.4573	9.4937	750	0.6636	0.6806	0.6636	0.8146
0.4573	9.5190	752	0.6591	0.6806	0.6591	0.8118
0.4573	9.5443	754	0.6596	0.6806	0.6596	0.8122
0.4573	9.5696	756	0.6589	0.6806	0.6589	0.8117
0.4573	9.5949	758	0.6569	0.6806	0.6569	0.8105
0.4573	9.6203	760	0.6542	0.6806	0.6542	0.8088
0.4573	9.6456	762	0.6528	0.6806	0.6528	0.8079
0.4573	9.6709	764	0.6499	0.6806	0.6499	0.8062
0.4573	9.6962	766	0.6498	0.6806	0.6498	0.8061
0.4573	9.7215	768	0.6509	0.6806	0.6509	0.8068
0.4573	9.7468	770	0.6500	0.6806	0.6500	0.8062
0.4573	9.7722	772	0.6504	0.6806	0.6504	0.8065
0.4573	9.7975	774	0.6531	0.6806	0.6531	0.8082
0.4573	9.8228	776	0.6540	0.6806	0.6540	0.8087
0.4573	9.8481	778	0.6538	0.6806	0.6538	0.8086
0.4573	9.8734	780	0.6546	0.6806	0.6546	0.8091
0.4573	9.8987	782	0.6540	0.6806	0.6540	0.8087
0.4573	9.9241	784	0.6529	0.6806	0.6529	0.8080
0.4573	9.9494	786	0.6525	0.6806	0.6525	0.8078
0.4573	9.9747	788	0.6527	0.6806	0.6527	0.8079
0.4573	10.0	790	0.6528	0.6806	0.6528	0.8080

Framework versions

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