ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k19_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: 0.5764
• Qwk: 0.7558
• Mse: 0.5764
• Rmse: 0.7592

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	0.0215	2	5.1327	-0.0354	5.1327	2.2656
No log	0.0430	4	3.2304	0.0724	3.2304	1.7973
No log	0.0645	6	1.9601	0.1064	1.9601	1.4001
No log	0.0860	8	1.8384	0.0001	1.8384	1.3559
No log	0.1075	10	1.3882	0.0781	1.3882	1.1782
No log	0.1290	12	1.1292	0.2305	1.1292	1.0627
No log	0.1505	14	1.3042	0.1758	1.3042	1.1420
No log	0.1720	16	1.3535	0.1373	1.3535	1.1634
No log	0.1935	18	1.6534	-0.0020	1.6534	1.2858
No log	0.2151	20	1.9916	0.0565	1.9916	1.4112
No log	0.2366	22	2.0679	0.0703	2.0679	1.4380
No log	0.2581	24	1.6228	0.0955	1.6228	1.2739
No log	0.2796	26	1.3027	0.1752	1.3027	1.1413
No log	0.3011	28	1.1862	0.2002	1.1862	1.0891
No log	0.3226	30	1.4114	0.1673	1.4114	1.1880
No log	0.3441	32	1.5620	0.1454	1.5620	1.2498
No log	0.3656	34	1.8647	0.1136	1.8647	1.3655
No log	0.3871	36	2.1380	0.1492	2.1380	1.4622
No log	0.4086	38	2.0344	0.1590	2.0344	1.4263
No log	0.4301	40	1.8092	0.1798	1.8092	1.3451
No log	0.4516	42	1.5184	0.2135	1.5184	1.2322
No log	0.4731	44	1.5498	0.2216	1.5498	1.2449
No log	0.4946	46	1.4700	0.2176	1.4700	1.2124
No log	0.5161	48	1.4208	0.2599	1.4208	1.1920
No log	0.5376	50	1.7925	0.2436	1.7925	1.3388
No log	0.5591	52	2.2407	0.2570	2.2407	1.4969
No log	0.5806	54	2.7165	0.1383	2.7165	1.6482
No log	0.6022	56	2.5304	0.1962	2.5304	1.5907
No log	0.6237	58	2.1142	0.2717	2.1142	1.4540
No log	0.6452	60	1.4968	0.3119	1.4968	1.2235
No log	0.6667	62	1.1775	0.3231	1.1775	1.0851
No log	0.6882	64	1.2318	0.2849	1.2318	1.1099
No log	0.7097	66	1.4869	0.2391	1.4869	1.2194
No log	0.7312	68	1.6907	0.2266	1.6907	1.3003
No log	0.7527	70	2.0238	0.2469	2.0238	1.4226
No log	0.7742	72	2.0084	0.2417	2.0084	1.4172
No log	0.7957	74	1.6301	0.2671	1.6301	1.2768
No log	0.8172	76	1.1010	0.3850	1.1010	1.0493
No log	0.8387	78	0.7713	0.5179	0.7713	0.8782
No log	0.8602	80	0.8960	0.4489	0.8960	0.9466
No log	0.8817	82	0.8141	0.5021	0.8141	0.9023
No log	0.9032	84	0.9283	0.5177	0.9283	0.9635
No log	0.9247	86	1.4519	0.3093	1.4519	1.2050
No log	0.9462	88	1.9361	0.2841	1.9361	1.3914
No log	0.9677	90	1.7778	0.2822	1.7778	1.3333
No log	0.9892	92	1.3447	0.3640	1.3447	1.1596
No log	1.0108	94	0.9958	0.4503	0.9958	0.9979
No log	1.0323	96	0.8796	0.4768	0.8796	0.9379
No log	1.0538	98	0.7599	0.5427	0.7599	0.8717
No log	1.0753	100	0.8061	0.5605	0.8061	0.8978
No log	1.0968	102	0.7611	0.5846	0.7611	0.8724
No log	1.1183	104	0.6669	0.6647	0.6669	0.8167
No log	1.1398	106	0.6770	0.6801	0.6770	0.8228
No log	1.1613	108	0.8887	0.5794	0.8887	0.9427
No log	1.1828	110	0.9569	0.5779	0.9569	0.9782
No log	1.2043	112	0.8562	0.5969	0.8562	0.9253
No log	1.2258	114	0.7075	0.6585	0.7075	0.8411
No log	1.2473	116	0.6331	0.7117	0.6331	0.7957
No log	1.2688	118	0.6328	0.7168	0.6328	0.7955
No log	1.2903	120	0.6078	0.7375	0.6078	0.7796
No log	1.3118	122	0.6294	0.7133	0.6294	0.7933
No log	1.3333	124	0.6462	0.6917	0.6462	0.8039
No log	1.3548	126	0.6137	0.7000	0.6137	0.7834
No log	1.3763	128	0.6097	0.7103	0.6097	0.7809
No log	1.3978	130	0.6209	0.7258	0.6209	0.7880
No log	1.4194	132	0.6377	0.7360	0.6377	0.7985
No log	1.4409	134	0.6813	0.6535	0.6813	0.8254
No log	1.4624	136	0.9028	0.5526	0.9028	0.9501
No log	1.4839	138	1.1885	0.4602	1.1885	1.0902
No log	1.5054	140	1.2334	0.4444	1.2334	1.1106
No log	1.5269	142	1.0346	0.5082	1.0346	1.0172
No log	1.5484	144	0.9123	0.5796	0.9123	0.9552
No log	1.5699	146	0.6861	0.6995	0.6861	0.8283
No log	1.5914	148	0.6471	0.7301	0.6471	0.8044
No log	1.6129	150	0.6392	0.7183	0.6392	0.7995
No log	1.6344	152	0.6608	0.6969	0.6608	0.8129
No log	1.6559	154	0.7029	0.7030	0.7029	0.8384
No log	1.6774	156	0.7220	0.7061	0.7220	0.8497
No log	1.6989	158	0.6564	0.6913	0.6564	0.8102
No log	1.7204	160	0.6114	0.7278	0.6114	0.7819
No log	1.7419	162	0.6119	0.7375	0.6119	0.7822
No log	1.7634	164	0.7239	0.7006	0.7239	0.8508
No log	1.7849	166	0.9781	0.6354	0.9781	0.9890
No log	1.8065	168	0.8738	0.6582	0.8738	0.9348
No log	1.8280	170	0.6925	0.6990	0.6925	0.8322
No log	1.8495	172	0.6497	0.6755	0.6497	0.8060
No log	1.8710	174	0.8065	0.6278	0.8065	0.8981
No log	1.8925	176	0.9535	0.5970	0.9535	0.9765
No log	1.9140	178	0.9019	0.6170	0.9019	0.9497
No log	1.9355	180	0.6973	0.6684	0.6973	0.8350
No log	1.9570	182	0.5536	0.7007	0.5536	0.7440
No log	1.9785	184	0.6050	0.7084	0.6050	0.7778
No log	2.0	186	0.5806	0.7387	0.5806	0.7619
No log	2.0215	188	0.5662	0.7731	0.5662	0.7525
No log	2.0430	190	0.6401	0.7474	0.6401	0.8000
No log	2.0645	192	0.6443	0.7306	0.6443	0.8027
No log	2.0860	194	0.5639	0.7657	0.5639	0.7509
No log	2.1075	196	0.5498	0.7407	0.5498	0.7415
No log	2.1290	198	0.5781	0.7152	0.5781	0.7603
No log	2.1505	200	0.5479	0.7050	0.5479	0.7402
No log	2.1720	202	0.5339	0.7491	0.5339	0.7307
No log	2.1935	204	0.5815	0.7385	0.5815	0.7626
No log	2.2151	206	0.6262	0.7457	0.6262	0.7913
No log	2.2366	208	0.6067	0.7366	0.6067	0.7789
No log	2.2581	210	0.5896	0.7527	0.5896	0.7679
No log	2.2796	212	0.5869	0.7429	0.5869	0.7661
No log	2.3011	214	0.5974	0.7520	0.5974	0.7729
No log	2.3226	216	0.5985	0.7341	0.5985	0.7736
No log	2.3441	218	0.6345	0.7574	0.6345	0.7966
No log	2.3656	220	0.6879	0.7316	0.6879	0.8294
No log	2.3871	222	0.6470	0.7625	0.6470	0.8044
No log	2.4086	224	0.6028	0.7718	0.6028	0.7764
No log	2.4301	226	0.5737	0.7318	0.5737	0.7575
No log	2.4516	228	0.5766	0.7379	0.5766	0.7594
No log	2.4731	230	0.5972	0.7398	0.5972	0.7728
No log	2.4946	232	0.7414	0.6751	0.7414	0.8611
No log	2.5161	234	0.9512	0.6126	0.9512	0.9753
No log	2.5376	236	0.9396	0.6095	0.9396	0.9693
No log	2.5591	238	0.7394	0.6928	0.7394	0.8599
No log	2.5806	240	0.6030	0.7253	0.6030	0.7765
No log	2.6022	242	0.6178	0.7259	0.6178	0.7860
No log	2.6237	244	0.6423	0.7265	0.6423	0.8014
No log	2.6452	246	0.5988	0.7263	0.5988	0.7738
No log	2.6667	248	0.6078	0.7456	0.6078	0.7796
No log	2.6882	250	0.6528	0.6848	0.6528	0.8080
No log	2.7097	252	0.6411	0.6836	0.6411	0.8007
No log	2.7312	254	0.5742	0.7534	0.5742	0.7578
No log	2.7527	256	0.5449	0.7435	0.5449	0.7382
No log	2.7742	258	0.5568	0.7279	0.5568	0.7462
No log	2.7957	260	0.5446	0.7509	0.5446	0.7380
No log	2.8172	262	0.5661	0.7544	0.5661	0.7524
No log	2.8387	264	0.5545	0.7713	0.5545	0.7446
No log	2.8602	266	0.5504	0.7537	0.5504	0.7419
No log	2.8817	268	0.5514	0.7546	0.5514	0.7426
No log	2.9032	270	0.5705	0.7621	0.5705	0.7553
No log	2.9247	272	0.5822	0.7383	0.5822	0.7630
No log	2.9462	274	0.5553	0.7415	0.5553	0.7452
No log	2.9677	276	0.5480	0.7465	0.5480	0.7403
No log	2.9892	278	0.5541	0.7642	0.5541	0.7444
No log	3.0108	280	0.5466	0.7501	0.5466	0.7393
No log	3.0323	282	0.5528	0.7574	0.5528	0.7435
No log	3.0538	284	0.5639	0.7534	0.5639	0.7509
No log	3.0753	286	0.5682	0.7613	0.5682	0.7538
No log	3.0968	288	0.5733	0.7484	0.5733	0.7572
No log	3.1183	290	0.5727	0.7429	0.5727	0.7568
No log	3.1398	292	0.5799	0.7387	0.5799	0.7615
No log	3.1613	294	0.5852	0.7351	0.5852	0.7650
No log	3.1828	296	0.5899	0.7181	0.5899	0.7680
No log	3.2043	298	0.5963	0.7223	0.5963	0.7722
No log	3.2258	300	0.5991	0.6783	0.5991	0.7740
No log	3.2473	302	0.6022	0.6674	0.6022	0.7760
No log	3.2688	304	0.5949	0.6911	0.5949	0.7713
No log	3.2903	306	0.5923	0.7245	0.5923	0.7696
No log	3.3118	308	0.5979	0.7208	0.5979	0.7733
No log	3.3333	310	0.5935	0.7215	0.5935	0.7704
No log	3.3548	312	0.5850	0.7403	0.5850	0.7649
No log	3.3763	314	0.5814	0.7386	0.5814	0.7625
No log	3.3978	316	0.5820	0.7517	0.5820	0.7629
No log	3.4194	318	0.5786	0.7340	0.5786	0.7607
No log	3.4409	320	0.5866	0.7368	0.5866	0.7659
No log	3.4624	322	0.5966	0.7200	0.5966	0.7724
No log	3.4839	324	0.6117	0.7051	0.6117	0.7821
No log	3.5054	326	0.5958	0.6992	0.5958	0.7719
No log	3.5269	328	0.5883	0.6911	0.5883	0.7670
No log	3.5484	330	0.6305	0.6980	0.6305	0.7940
No log	3.5699	332	0.6348	0.6653	0.6348	0.7967
No log	3.5914	334	0.5876	0.6897	0.5876	0.7665
No log	3.6129	336	0.5786	0.6988	0.5786	0.7607
No log	3.6344	338	0.5737	0.7101	0.5737	0.7574
No log	3.6559	340	0.5754	0.7069	0.5754	0.7585
No log	3.6774	342	0.5773	0.6927	0.5773	0.7598
No log	3.6989	344	0.5703	0.7015	0.5703	0.7552
No log	3.7204	346	0.5632	0.7169	0.5632	0.7504
No log	3.7419	348	0.5625	0.7226	0.5625	0.7500
No log	3.7634	350	0.5950	0.7084	0.5950	0.7714
No log	3.7849	352	0.6360	0.7214	0.6360	0.7975
No log	3.8065	354	0.6119	0.6918	0.6119	0.7823
No log	3.8280	356	0.5463	0.7268	0.5463	0.7391
No log	3.8495	358	0.5541	0.7622	0.5541	0.7444
No log	3.8710	360	0.6827	0.7055	0.6827	0.8263
No log	3.8925	362	0.7730	0.6745	0.7730	0.8792
No log	3.9140	364	0.7580	0.6835	0.7580	0.8706
No log	3.9355	366	0.7125	0.6944	0.7125	0.8441
No log	3.9570	368	0.6513	0.7312	0.6513	0.8070
No log	3.9785	370	0.6258	0.7336	0.6258	0.7911
No log	4.0	372	0.6363	0.7170	0.6363	0.7977
No log	4.0215	374	0.6266	0.6786	0.6266	0.7916
No log	4.0430	376	0.5926	0.7007	0.5926	0.7698
No log	4.0645	378	0.5888	0.7116	0.5888	0.7674
No log	4.0860	380	0.6182	0.7116	0.6182	0.7862
No log	4.1075	382	0.6367	0.7106	0.6367	0.7980
No log	4.1290	384	0.6164	0.7158	0.6164	0.7851
No log	4.1505	386	0.5759	0.7075	0.5759	0.7589
No log	4.1720	388	0.5831	0.6954	0.5831	0.7636
No log	4.1935	390	0.6888	0.6848	0.6888	0.8300
No log	4.2151	392	0.7573	0.6680	0.7573	0.8702
No log	4.2366	394	0.7124	0.6882	0.7124	0.8440
No log	4.2581	396	0.6107	0.7224	0.6107	0.7815
No log	4.2796	398	0.5650	0.7363	0.5650	0.7517
No log	4.3011	400	0.5743	0.7265	0.5743	0.7578
No log	4.3226	402	0.5777	0.7150	0.5777	0.7601
No log	4.3441	404	0.5706	0.7339	0.5706	0.7554
No log	4.3656	406	0.6007	0.6988	0.6007	0.7750
No log	4.3871	408	0.6373	0.6725	0.6373	0.7983
No log	4.4086	410	0.6361	0.6688	0.6361	0.7976
No log	4.4301	412	0.6387	0.6949	0.6387	0.7992
No log	4.4516	414	0.6141	0.7072	0.6141	0.7836
No log	4.4731	416	0.5865	0.7308	0.5865	0.7658
No log	4.4946	418	0.5825	0.7412	0.5825	0.7632
No log	4.5161	420	0.5868	0.7344	0.5868	0.7660
No log	4.5376	422	0.5888	0.7210	0.5888	0.7673
No log	4.5591	424	0.5929	0.7145	0.5929	0.7700
No log	4.5806	426	0.5999	0.7012	0.5999	0.7745
No log	4.6022	428	0.6004	0.6908	0.6004	0.7748
No log	4.6237	430	0.6006	0.7108	0.6006	0.7750
No log	4.6452	432	0.5967	0.7156	0.5967	0.7724
No log	4.6667	434	0.5941	0.7161	0.5941	0.7708
No log	4.6882	436	0.6000	0.7284	0.6000	0.7746
No log	4.7097	438	0.6081	0.7331	0.6081	0.7798
No log	4.7312	440	0.6211	0.7308	0.6211	0.7881
No log	4.7527	442	0.6079	0.7461	0.6079	0.7797
No log	4.7742	444	0.6064	0.7403	0.6064	0.7787
No log	4.7957	446	0.5986	0.7555	0.5986	0.7737
No log	4.8172	448	0.5804	0.7458	0.5804	0.7618
No log	4.8387	450	0.5719	0.7449	0.5719	0.7563
No log	4.8602	452	0.5644	0.7483	0.5644	0.7513
No log	4.8817	454	0.5600	0.7568	0.5600	0.7483
No log	4.9032	456	0.5544	0.7356	0.5544	0.7446
No log	4.9247	458	0.5474	0.7369	0.5474	0.7399
No log	4.9462	460	0.5494	0.7358	0.5494	0.7412
No log	4.9677	462	0.5437	0.7566	0.5437	0.7374
No log	4.9892	464	0.5480	0.7443	0.5480	0.7403
No log	5.0108	466	0.5582	0.7470	0.5582	0.7471
No log	5.0323	468	0.5592	0.7410	0.5592	0.7478
No log	5.0538	470	0.5577	0.7549	0.5577	0.7468
No log	5.0753	472	0.5626	0.7468	0.5626	0.7501
No log	5.0968	474	0.5690	0.7468	0.5690	0.7543
No log	5.1183	476	0.5724	0.7575	0.5724	0.7566
No log	5.1398	478	0.5792	0.7487	0.5792	0.7610
No log	5.1613	480	0.5886	0.7539	0.5886	0.7672
No log	5.1828	482	0.5968	0.7484	0.5968	0.7725
No log	5.2043	484	0.6028	0.7426	0.6028	0.7764
No log	5.2258	486	0.6096	0.7449	0.6096	0.7808
No log	5.2473	488	0.6182	0.7170	0.6182	0.7863
No log	5.2688	490	0.6306	0.7044	0.6306	0.7941
No log	5.2903	492	0.6228	0.7141	0.6228	0.7892
No log	5.3118	494	0.6085	0.7150	0.6085	0.7800
No log	5.3333	496	0.6092	0.7250	0.6092	0.7805
No log	5.3548	498	0.6051	0.7233	0.6051	0.7779
0.439	5.3763	500	0.5999	0.7280	0.5999	0.7746
0.439	5.3978	502	0.5973	0.7407	0.5973	0.7728
0.439	5.4194	504	0.5997	0.7553	0.5997	0.7744
0.439	5.4409	506	0.5943	0.7464	0.5943	0.7709
0.439	5.4624	508	0.5881	0.7458	0.5881	0.7668
0.439	5.4839	510	0.5769	0.7464	0.5769	0.7596
0.439	5.5054	512	0.5636	0.7384	0.5636	0.7507
0.439	5.5269	514	0.5541	0.7531	0.5541	0.7444
0.439	5.5484	516	0.5548	0.7355	0.5548	0.7449
0.439	5.5699	518	0.5512	0.7314	0.5512	0.7424
0.439	5.5914	520	0.5580	0.7538	0.5580	0.7470
0.439	5.6129	522	0.5536	0.7463	0.5536	0.7440
0.439	5.6344	524	0.5501	0.7520	0.5501	0.7417
0.439	5.6559	526	0.5495	0.7487	0.5495	0.7413
0.439	5.6774	528	0.5509	0.7172	0.5509	0.7422
0.439	5.6989	530	0.5641	0.7000	0.5641	0.7510
0.439	5.7204	532	0.5703	0.7035	0.5703	0.7552
0.439	5.7419	534	0.5543	0.7119	0.5543	0.7445
0.439	5.7634	536	0.5424	0.7283	0.5424	0.7365
0.439	5.7849	538	0.5469	0.7494	0.5469	0.7395
0.439	5.8065	540	0.5524	0.7476	0.5524	0.7432
0.439	5.8280	542	0.5440	0.7676	0.5440	0.7376
0.439	5.8495	544	0.5600	0.7326	0.5600	0.7483
0.439	5.8710	546	0.6498	0.6771	0.6498	0.8061
0.439	5.8925	548	0.7191	0.6827	0.7191	0.8480
0.439	5.9140	550	0.7064	0.6850	0.7064	0.8405
0.439	5.9355	552	0.6287	0.6841	0.6287	0.7929
0.439	5.9570	554	0.5485	0.7159	0.5485	0.7406
0.439	5.9785	556	0.5330	0.7441	0.5330	0.7301
0.439	6.0	558	0.5367	0.7327	0.5367	0.7326
0.439	6.0215	560	0.5381	0.7297	0.5381	0.7336
0.439	6.0430	562	0.5386	0.7096	0.5386	0.7339
0.439	6.0645	564	0.5556	0.7072	0.5556	0.7454
0.439	6.0860	566	0.5658	0.7192	0.5658	0.7522
0.439	6.1075	568	0.5644	0.7146	0.5644	0.7513
0.439	6.1290	570	0.5642	0.7124	0.5642	0.7511
0.439	6.1505	572	0.5698	0.7203	0.5698	0.7549
0.439	6.1720	574	0.5636	0.7229	0.5636	0.7508
0.439	6.1935	576	0.5594	0.7285	0.5594	0.7479
0.439	6.2151	578	0.5628	0.7252	0.5628	0.7502
0.439	6.2366	580	0.5807	0.7180	0.5807	0.7620
0.439	6.2581	582	0.5896	0.7200	0.5896	0.7678
0.439	6.2796	584	0.5823	0.7174	0.5823	0.7631
0.439	6.3011	586	0.5791	0.7174	0.5791	0.7610
0.439	6.3226	588	0.5750	0.7104	0.5750	0.7583
0.439	6.3441	590	0.5681	0.7230	0.5681	0.7537
0.439	6.3656	592	0.5625	0.7513	0.5625	0.7500
0.439	6.3871	594	0.5615	0.7513	0.5615	0.7493
0.439	6.4086	596	0.5574	0.7496	0.5574	0.7466
0.439	6.4301	598	0.5539	0.7437	0.5539	0.7443
0.439	6.4516	600	0.5563	0.7324	0.5563	0.7458
0.439	6.4731	602	0.5624	0.7352	0.5624	0.7499
0.439	6.4946	604	0.5574	0.7368	0.5574	0.7466
0.439	6.5161	606	0.5522	0.7478	0.5522	0.7431
0.439	6.5376	608	0.5551	0.7613	0.5551	0.7450
0.439	6.5591	610	0.5659	0.7584	0.5659	0.7522
0.439	6.5806	612	0.5683	0.7540	0.5683	0.7538
0.439	6.6022	614	0.5623	0.7566	0.5623	0.7499
0.439	6.6237	616	0.5585	0.7558	0.5585	0.7473
0.439	6.6452	618	0.5575	0.7466	0.5575	0.7467
0.439	6.6667	620	0.5620	0.7264	0.5620	0.7497
0.439	6.6882	622	0.5687	0.7076	0.5687	0.7541
0.439	6.7097	624	0.5655	0.7076	0.5655	0.7520
0.439	6.7312	626	0.5622	0.7233	0.5622	0.7498
0.439	6.7527	628	0.5729	0.7333	0.5729	0.7569
0.439	6.7742	630	0.5773	0.7366	0.5773	0.7598
0.439	6.7957	632	0.5705	0.7339	0.5705	0.7553
0.439	6.8172	634	0.5663	0.7249	0.5663	0.7525
0.439	6.8387	636	0.5702	0.7040	0.5702	0.7551
0.439	6.8602	638	0.5852	0.7211	0.5852	0.7650
0.439	6.8817	640	0.5871	0.7211	0.5871	0.7662
0.439	6.9032	642	0.5809	0.7274	0.5809	0.7621
0.439	6.9247	644	0.5808	0.7274	0.5808	0.7621
0.439	6.9462	646	0.5802	0.7274	0.5802	0.7617
0.439	6.9677	648	0.5751	0.7185	0.5751	0.7584
0.439	6.9892	650	0.5726	0.7308	0.5726	0.7567
0.439	7.0108	652	0.5740	0.7245	0.5740	0.7576
0.439	7.0323	654	0.5694	0.7308	0.5694	0.7546
0.439	7.0538	656	0.5642	0.7279	0.5642	0.7511
0.439	7.0753	658	0.5621	0.7340	0.5621	0.7498
0.439	7.0968	660	0.5627	0.7318	0.5627	0.7501
0.439	7.1183	662	0.5671	0.7378	0.5671	0.7530
0.439	7.1398	664	0.5755	0.7415	0.5755	0.7586
0.439	7.1613	666	0.5805	0.7510	0.5805	0.7619
0.439	7.1828	668	0.5787	0.7372	0.5787	0.7608
0.439	7.2043	670	0.5757	0.7357	0.5757	0.7588
0.439	7.2258	672	0.5745	0.7357	0.5745	0.7579
0.439	7.2473	674	0.5735	0.7237	0.5735	0.7573
0.439	7.2688	676	0.5760	0.7271	0.5760	0.7589
0.439	7.2903	678	0.5793	0.7394	0.5793	0.7611
0.439	7.3118	680	0.5784	0.7349	0.5784	0.7606
0.439	7.3333	682	0.5832	0.7236	0.5832	0.7637
0.439	7.3548	684	0.5889	0.7314	0.5889	0.7674
0.439	7.3763	686	0.5903	0.7382	0.5903	0.7683
0.439	7.3978	688	0.5857	0.7371	0.5857	0.7653
0.439	7.4194	690	0.5775	0.7445	0.5775	0.7599
0.439	7.4409	692	0.5782	0.7511	0.5782	0.7604
0.439	7.4624	694	0.5794	0.7357	0.5794	0.7612
0.439	7.4839	696	0.5814	0.7340	0.5814	0.7625
0.439	7.5054	698	0.5851	0.7443	0.5851	0.7649
0.439	7.5269	700	0.5890	0.7539	0.5890	0.7675
0.439	7.5484	702	0.5937	0.7452	0.5937	0.7705
0.439	7.5699	704	0.6025	0.7467	0.6025	0.7762
0.439	7.5914	706	0.6113	0.7599	0.6113	0.7819
0.439	7.6129	708	0.6270	0.7432	0.6270	0.7918
0.439	7.6344	710	0.6317	0.7463	0.6317	0.7948
0.439	7.6559	712	0.6264	0.7486	0.6264	0.7914
0.439	7.6774	714	0.6133	0.7537	0.6133	0.7831
0.439	7.6989	716	0.6002	0.7490	0.6002	0.7747
0.439	7.7204	718	0.5963	0.7334	0.5963	0.7722
0.439	7.7419	720	0.5937	0.7420	0.5937	0.7705
0.439	7.7634	722	0.5926	0.7464	0.5926	0.7698
0.439	7.7849	724	0.5944	0.7405	0.5944	0.7710
0.439	7.8065	726	0.5966	0.7389	0.5966	0.7724
0.439	7.8280	728	0.5970	0.7447	0.5970	0.7727
0.439	7.8495	730	0.5992	0.7583	0.5992	0.7741
0.439	7.8710	732	0.6115	0.7493	0.6115	0.7820
0.439	7.8925	734	0.6215	0.7307	0.6215	0.7884
0.439	7.9140	736	0.6209	0.7307	0.6209	0.7880
0.439	7.9355	738	0.6129	0.7408	0.6129	0.7829
0.439	7.9570	740	0.6006	0.7430	0.6006	0.7750
0.439	7.9785	742	0.5951	0.7430	0.5951	0.7714
0.439	8.0	744	0.5887	0.7516	0.5887	0.7673
0.439	8.0215	746	0.5866	0.7473	0.5866	0.7659
0.439	8.0430	748	0.5892	0.7526	0.5892	0.7676
0.439	8.0645	750	0.5950	0.7514	0.5950	0.7713
0.439	8.0860	752	0.5989	0.7514	0.5989	0.7739
0.439	8.1075	754	0.5971	0.7514	0.5971	0.7727
0.439	8.1290	756	0.5908	0.7526	0.5908	0.7686
0.439	8.1505	758	0.5838	0.7582	0.5838	0.7640
0.439	8.1720	760	0.5817	0.7564	0.5817	0.7627
0.439	8.1935	762	0.5815	0.7564	0.5815	0.7626
0.439	8.2151	764	0.5799	0.7564	0.5799	0.7615
0.439	8.2366	766	0.5815	0.7564	0.5815	0.7626
0.439	8.2581	768	0.5900	0.7467	0.5900	0.7681
0.439	8.2796	770	0.5969	0.7579	0.5969	0.7726
0.439	8.3011	772	0.5980	0.7631	0.5980	0.7733
0.439	8.3226	774	0.5973	0.7631	0.5973	0.7728
0.439	8.3441	776	0.5909	0.7535	0.5909	0.7687
0.439	8.3656	778	0.5883	0.7535	0.5883	0.7670
0.439	8.3871	780	0.5890	0.7535	0.5890	0.7675
0.439	8.4086	782	0.5894	0.7517	0.5894	0.7677
0.439	8.4301	784	0.5870	0.7499	0.5870	0.7661
0.439	8.4516	786	0.5810	0.7445	0.5810	0.7622
0.439	8.4731	788	0.5806	0.7473	0.5806	0.7620
0.439	8.4946	790	0.5849	0.7488	0.5849	0.7648
0.439	8.5161	792	0.5831	0.7450	0.5831	0.7636
0.439	8.5376	794	0.5795	0.7450	0.5795	0.7612
0.439	8.5591	796	0.5749	0.7473	0.5749	0.7582
0.439	8.5806	798	0.5738	0.7516	0.5738	0.7575
0.439	8.6022	800	0.5760	0.7473	0.5760	0.7590
0.439	8.6237	802	0.5781	0.7430	0.5781	0.7603
0.439	8.6452	804	0.5769	0.7473	0.5769	0.7595
0.439	8.6667	806	0.5727	0.7473	0.5727	0.7568
0.439	8.6882	808	0.5713	0.7490	0.5713	0.7559
0.439	8.7097	810	0.5677	0.7384	0.5677	0.7535
0.439	8.7312	812	0.5660	0.7384	0.5660	0.7523
0.439	8.7527	814	0.5658	0.7384	0.5658	0.7522
0.439	8.7742	816	0.5666	0.7384	0.5666	0.7528
0.439	8.7957	818	0.5667	0.7384	0.5667	0.7528
0.439	8.8172	820	0.5675	0.7384	0.5675	0.7534
0.439	8.8387	822	0.5707	0.7558	0.5707	0.7554
0.439	8.8602	824	0.5762	0.7450	0.5762	0.7591
0.439	8.8817	826	0.5820	0.7488	0.5820	0.7629
0.439	8.9032	828	0.5889	0.7488	0.5889	0.7674
0.439	8.9247	830	0.5963	0.7525	0.5963	0.7722
0.439	8.9462	832	0.6008	0.7525	0.6008	0.7751
0.439	8.9677	834	0.6037	0.7519	0.6037	0.7770
0.439	8.9892	836	0.6011	0.7519	0.6011	0.7753
0.439	9.0108	838	0.5971	0.7525	0.5971	0.7727
0.439	9.0323	840	0.5919	0.7530	0.5919	0.7694
0.439	9.0538	842	0.5922	0.7530	0.5922	0.7696
0.439	9.0753	844	0.5919	0.7530	0.5919	0.7694
0.439	9.0968	846	0.5851	0.7530	0.5851	0.7649
0.439	9.1183	848	0.5784	0.7493	0.5784	0.7605
0.439	9.1398	850	0.5729	0.7535	0.5729	0.7569
0.439	9.1613	852	0.5705	0.7558	0.5705	0.7553
0.439	9.1828	854	0.5699	0.7464	0.5699	0.7549
0.439	9.2043	856	0.5704	0.7405	0.5704	0.7553
0.439	9.2258	858	0.5707	0.7405	0.5707	0.7554
0.439	9.2473	860	0.5715	0.7405	0.5715	0.7560
0.439	9.2688	862	0.5727	0.7405	0.5727	0.7568
0.439	9.2903	864	0.5735	0.7405	0.5735	0.7573
0.439	9.3118	866	0.5739	0.7601	0.5739	0.7576
0.439	9.3333	868	0.5751	0.7601	0.5751	0.7584
0.439	9.3548	870	0.5775	0.7535	0.5775	0.7599
0.439	9.3763	872	0.5809	0.7535	0.5809	0.7621
0.439	9.3978	874	0.5848	0.7493	0.5848	0.7647
0.439	9.4194	876	0.5893	0.7530	0.5893	0.7677
0.439	9.4409	878	0.5923	0.7530	0.5923	0.7696
0.439	9.4624	880	0.5941	0.7530	0.5941	0.7708
0.439	9.4839	882	0.5968	0.7530	0.5968	0.7725
0.439	9.5054	884	0.5957	0.7530	0.5957	0.7718
0.439	9.5269	886	0.5933	0.7530	0.5933	0.7702
0.439	9.5484	888	0.5902	0.7493	0.5902	0.7682
0.439	9.5699	890	0.5880	0.7493	0.5880	0.7668
0.439	9.5914	892	0.5869	0.7493	0.5869	0.7661
0.439	9.6129	894	0.5863	0.7493	0.5863	0.7657
0.439	9.6344	896	0.5849	0.7493	0.5849	0.7648
0.439	9.6559	898	0.5833	0.7493	0.5833	0.7638
0.439	9.6774	900	0.5818	0.7535	0.5818	0.7628
0.439	9.6989	902	0.5807	0.7535	0.5807	0.7620
0.439	9.7204	904	0.5794	0.7535	0.5794	0.7612
0.439	9.7419	906	0.5789	0.7535	0.5789	0.7609
0.439	9.7634	908	0.5786	0.7535	0.5786	0.7606
0.439	9.7849	910	0.5783	0.7535	0.5783	0.7605
0.439	9.8065	912	0.5780	0.7535	0.5780	0.7603
0.439	9.8280	914	0.5776	0.7535	0.5776	0.7600
0.439	9.8495	916	0.5775	0.7535	0.5775	0.7599
0.439	9.8710	918	0.5772	0.7535	0.5772	0.7597
0.439	9.8925	920	0.5770	0.7535	0.5770	0.7596
0.439	9.9140	922	0.5769	0.7535	0.5769	0.7595
0.439	9.9355	924	0.5767	0.7558	0.5767	0.7594
0.439	9.9570	926	0.5766	0.7558	0.5766	0.7593
0.439	9.9785	928	0.5765	0.7558	0.5765	0.7592
0.439	10.0	930	0.5764	0.7558	0.5764	0.7592

Framework versions

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