ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k15_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: 0.5453
• Qwk: 0.7455
• Mse: 0.5453
• Rmse: 0.7384

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	5.2983	-0.0264	5.2983	2.3018
No log	0.0430	4	3.3133	0.0639	3.3133	1.8203
No log	0.0645	6	2.3080	0.0723	2.3080	1.5192
No log	0.0860	8	2.2310	-0.0271	2.2310	1.4936
No log	0.1075	10	1.5905	0.0565	1.5905	1.2612
No log	0.1290	12	1.3412	0.1724	1.3412	1.1581
No log	0.1505	14	1.8871	0.1354	1.8871	1.3737
No log	0.1720	16	2.1007	0.1653	2.1007	1.4494
No log	0.1935	18	2.4282	0.1963	2.4282	1.5583
No log	0.2151	20	2.0365	0.1891	2.0365	1.4270
No log	0.2366	22	2.0040	0.2194	2.0040	1.4156
No log	0.2581	24	2.3700	0.2244	2.3700	1.5395
No log	0.2796	26	2.2856	0.2342	2.2856	1.5118
No log	0.3011	28	2.1534	0.2507	2.1534	1.4674
No log	0.3226	30	2.2401	0.2415	2.2401	1.4967
No log	0.3441	32	1.9881	0.2639	1.9881	1.4100
No log	0.3656	34	1.8911	0.2616	1.8911	1.3752
No log	0.3871	36	2.0494	0.2740	2.0494	1.4316
No log	0.4086	38	1.7444	0.3079	1.7444	1.3208
No log	0.4301	40	1.3844	0.2615	1.3844	1.1766
No log	0.4516	42	1.1191	0.3727	1.1191	1.0579
No log	0.4731	44	1.0611	0.3862	1.0611	1.0301
No log	0.4946	46	1.3198	0.3091	1.3198	1.1488
No log	0.5161	48	1.8843	0.2728	1.8843	1.3727
No log	0.5376	50	2.2794	0.2594	2.2794	1.5098
No log	0.5591	52	2.2414	0.2549	2.2414	1.4971
No log	0.5806	54	1.8701	0.3032	1.8701	1.3675
No log	0.6022	56	1.2999	0.3970	1.2999	1.1401
No log	0.6237	58	0.7903	0.5312	0.7903	0.8890
No log	0.6452	60	0.7545	0.5548	0.7545	0.8686
No log	0.6667	62	0.8092	0.5083	0.8092	0.8996
No log	0.6882	64	0.9752	0.5158	0.9752	0.9875
No log	0.7097	66	1.1857	0.5055	1.1857	1.0889
No log	0.7312	68	1.5676	0.4142	1.5676	1.2521
No log	0.7527	70	1.5859	0.4007	1.5859	1.2593
No log	0.7742	72	1.4893	0.4214	1.4893	1.2204
No log	0.7957	74	1.3004	0.4623	1.3004	1.1404
No log	0.8172	76	1.3608	0.4527	1.3608	1.1665
No log	0.8387	78	1.1394	0.4994	1.1394	1.0674
No log	0.8602	80	0.8305	0.6152	0.8305	0.9113
No log	0.8817	82	0.7931	0.6362	0.7931	0.8905
No log	0.9032	84	0.7611	0.6662	0.7611	0.8724
No log	0.9247	86	0.8617	0.6358	0.8617	0.9283
No log	0.9462	88	1.0822	0.5477	1.0822	1.0403
No log	0.9677	90	0.9322	0.6422	0.9322	0.9655
No log	0.9892	92	0.6257	0.7376	0.6257	0.7910
No log	1.0108	94	0.5911	0.7576	0.5911	0.7688
No log	1.0323	96	0.5725	0.7560	0.5725	0.7566
No log	1.0538	98	0.6595	0.7230	0.6595	0.8121
No log	1.0753	100	1.1759	0.5225	1.1759	1.0844
No log	1.0968	102	1.3520	0.4915	1.3520	1.1627
No log	1.1183	104	1.2109	0.5228	1.2109	1.1004
No log	1.1398	106	1.0875	0.5469	1.0875	1.0428
No log	1.1613	108	0.9986	0.5850	0.9986	0.9993
No log	1.1828	110	0.9197	0.6558	0.9197	0.9590
No log	1.2043	112	0.7415	0.6891	0.7415	0.8611
No log	1.2258	114	0.7054	0.7320	0.7054	0.8399
No log	1.2473	116	0.7555	0.7056	0.7555	0.8692
No log	1.2688	118	1.1273	0.5777	1.1273	1.0617
No log	1.2903	120	1.6574	0.4574	1.6574	1.2874
No log	1.3118	122	1.4631	0.4659	1.4631	1.2096
No log	1.3333	124	1.2550	0.5184	1.2550	1.1203
No log	1.3548	126	0.7937	0.6734	0.7937	0.8909
No log	1.3763	128	0.6773	0.6867	0.6773	0.8230
No log	1.3978	130	0.8863	0.6500	0.8863	0.9414
No log	1.4194	132	1.2521	0.5213	1.2521	1.1190
No log	1.4409	134	1.5001	0.4584	1.5001	1.2248
No log	1.4624	136	1.1074	0.5719	1.1074	1.0523
No log	1.4839	138	0.6794	0.7060	0.6794	0.8243
No log	1.5054	140	0.6430	0.7362	0.6430	0.8019
No log	1.5269	142	0.6554	0.7224	0.6554	0.8096
No log	1.5484	144	0.8457	0.6516	0.8457	0.9196
No log	1.5699	146	1.0850	0.5943	1.0850	1.0417
No log	1.5914	148	1.0527	0.5736	1.0527	1.0260
No log	1.6129	150	0.9679	0.5888	0.9679	0.9838
No log	1.6344	152	1.1036	0.5309	1.1036	1.0505
No log	1.6559	154	1.1104	0.5309	1.1104	1.0537
No log	1.6774	156	1.0964	0.5345	1.0964	1.0471
No log	1.6989	158	0.7940	0.6790	0.7940	0.8911
No log	1.7204	160	0.6069	0.7218	0.6069	0.7791
No log	1.7419	162	0.5967	0.7243	0.5967	0.7725
No log	1.7634	164	0.6837	0.6919	0.6837	0.8268
No log	1.7849	166	0.7567	0.7058	0.7567	0.8699
No log	1.8065	168	0.9224	0.6087	0.9224	0.9604
No log	1.8280	170	1.1059	0.5484	1.1059	1.0516
No log	1.8495	172	1.0327	0.6023	1.0327	1.0162
No log	1.8710	174	0.8238	0.6853	0.8238	0.9077
No log	1.8925	176	0.7655	0.6871	0.7655	0.8750
No log	1.9140	178	0.7186	0.7080	0.7186	0.8477
No log	1.9355	180	0.7451	0.6974	0.7451	0.8632
No log	1.9570	182	0.7492	0.7219	0.7492	0.8655
No log	1.9785	184	0.6872	0.7350	0.6872	0.8290
No log	2.0	186	0.7040	0.7241	0.7040	0.8391
No log	2.0215	188	0.8032	0.7017	0.8032	0.8962
No log	2.0430	190	0.8330	0.6862	0.8330	0.9127
No log	2.0645	192	0.7210	0.6982	0.7210	0.8491
No log	2.0860	194	0.6551	0.7050	0.6551	0.8094
No log	2.1075	196	0.6641	0.6972	0.6641	0.8149
No log	2.1290	198	0.7215	0.7126	0.7215	0.8494
No log	2.1505	200	0.7033	0.6977	0.7033	0.8386
No log	2.1720	202	0.7022	0.6996	0.7022	0.8380
No log	2.1935	204	0.7714	0.6769	0.7714	0.8783
No log	2.2151	206	0.9538	0.6615	0.9538	0.9766
No log	2.2366	208	1.0429	0.6142	1.0429	1.0212
No log	2.2581	210	1.0908	0.6058	1.0908	1.0444
No log	2.2796	212	0.9792	0.6130	0.9792	0.9895
No log	2.3011	214	0.7281	0.6799	0.7281	0.8533
No log	2.3226	216	0.7105	0.6821	0.7105	0.8429
No log	2.3441	218	0.7871	0.6625	0.7871	0.8872
No log	2.3656	220	0.7839	0.6463	0.7839	0.8854
No log	2.3871	222	0.6618	0.7156	0.6618	0.8135
No log	2.4086	224	0.6125	0.6936	0.6125	0.7826
No log	2.4301	226	0.6252	0.7413	0.6252	0.7907
No log	2.4516	228	0.5932	0.6951	0.5932	0.7702
No log	2.4731	230	0.6127	0.6974	0.6127	0.7828
No log	2.4946	232	0.6992	0.6965	0.6992	0.8362
No log	2.5161	234	0.7552	0.6535	0.7552	0.8690
No log	2.5376	236	0.7427	0.6494	0.7427	0.8618
No log	2.5591	238	0.6896	0.6856	0.6896	0.8304
No log	2.5806	240	0.7246	0.6752	0.7246	0.8512
No log	2.6022	242	0.7116	0.7176	0.7116	0.8435
No log	2.6237	244	0.6930	0.7169	0.6930	0.8325
No log	2.6452	246	0.7331	0.7171	0.7331	0.8562
No log	2.6667	248	0.7716	0.6925	0.7716	0.8784
No log	2.6882	250	0.7913	0.6804	0.7913	0.8895
No log	2.7097	252	0.7366	0.7220	0.7366	0.8583
No log	2.7312	254	0.6684	0.7184	0.6684	0.8175
No log	2.7527	256	0.6683	0.7282	0.6683	0.8175
No log	2.7742	258	0.6472	0.7303	0.6472	0.8045
No log	2.7957	260	0.6168	0.7322	0.6168	0.7854
No log	2.8172	262	0.6211	0.6969	0.6211	0.7881
No log	2.8387	264	0.6737	0.7003	0.6737	0.8208
No log	2.8602	266	0.6585	0.6781	0.6585	0.8115
No log	2.8817	268	0.6869	0.6871	0.6869	0.8288
No log	2.9032	270	0.6673	0.7379	0.6673	0.8169
No log	2.9247	272	0.6488	0.7265	0.6488	0.8055
No log	2.9462	274	0.6581	0.7322	0.6581	0.8112
No log	2.9677	276	0.7074	0.7294	0.7074	0.8411
No log	2.9892	278	0.6954	0.7248	0.6954	0.8339
No log	3.0108	280	0.6683	0.7297	0.6683	0.8175
No log	3.0323	282	0.6471	0.7342	0.6471	0.8044
No log	3.0538	284	0.6748	0.7323	0.6748	0.8215
No log	3.0753	286	0.7867	0.6636	0.7867	0.8870
No log	3.0968	288	0.8602	0.6581	0.8602	0.9275
No log	3.1183	290	0.9655	0.6285	0.9655	0.9826
No log	3.1398	292	0.8834	0.6581	0.8834	0.9399
No log	3.1613	294	0.7152	0.6873	0.7152	0.8457
No log	3.1828	296	0.6542	0.7342	0.6542	0.8088
No log	3.2043	298	0.6521	0.7373	0.6521	0.8075
No log	3.2258	300	0.6434	0.7362	0.6434	0.8021
No log	3.2473	302	0.6337	0.7385	0.6337	0.7960
No log	3.2688	304	0.6721	0.6765	0.6721	0.8198
No log	3.2903	306	0.8596	0.6540	0.8596	0.9272
No log	3.3118	308	0.9999	0.5489	0.9999	1.0000
No log	3.3333	310	1.1392	0.4793	1.1392	1.0673
No log	3.3548	312	1.2161	0.4358	1.2161	1.1028
No log	3.3763	314	1.0880	0.4642	1.0880	1.0431
No log	3.3978	316	0.8140	0.6005	0.8140	0.9022
No log	3.4194	318	0.6880	0.6873	0.6880	0.8295
No log	3.4409	320	0.6431	0.6943	0.6431	0.8019
No log	3.4624	322	0.6664	0.6906	0.6664	0.8163
No log	3.4839	324	0.6675	0.6851	0.6675	0.8170
No log	3.5054	326	0.7227	0.7019	0.7227	0.8501
No log	3.5269	328	0.7382	0.6940	0.7382	0.8592
No log	3.5484	330	0.7100	0.7162	0.7100	0.8426
No log	3.5699	332	0.6539	0.7396	0.6539	0.8086
No log	3.5914	334	0.6343	0.7376	0.6343	0.7964
No log	3.6129	336	0.6152	0.7275	0.6152	0.7844
No log	3.6344	338	0.6625	0.6950	0.6625	0.8139
No log	3.6559	340	0.7185	0.6707	0.7185	0.8476
No log	3.6774	342	0.6877	0.6673	0.6877	0.8293
No log	3.6989	344	0.7025	0.6858	0.7025	0.8381
No log	3.7204	346	0.7076	0.6710	0.7076	0.8412
No log	3.7419	348	0.7471	0.6274	0.7471	0.8643
No log	3.7634	350	0.7194	0.6688	0.7194	0.8482
No log	3.7849	352	0.6617	0.7064	0.6617	0.8134
No log	3.8065	354	0.6925	0.7245	0.6925	0.8322
No log	3.8280	356	0.7411	0.7180	0.7411	0.8609
No log	3.8495	358	0.7292	0.7217	0.7292	0.8539
No log	3.8710	360	0.6774	0.7105	0.6774	0.8231
No log	3.8925	362	0.6733	0.7380	0.6733	0.8206
No log	3.9140	364	0.6477	0.7380	0.6477	0.8048
No log	3.9355	366	0.6206	0.7397	0.6206	0.7878
No log	3.9570	368	0.6213	0.7349	0.6213	0.7882
No log	3.9785	370	0.6067	0.7258	0.6067	0.7789
No log	4.0	372	0.5933	0.7397	0.5933	0.7703
No log	4.0215	374	0.6033	0.7275	0.6033	0.7767
No log	4.0430	376	0.6314	0.7130	0.6314	0.7946
No log	4.0645	378	0.6880	0.7156	0.6880	0.8295
No log	4.0860	380	0.7133	0.6914	0.7133	0.8446
No log	4.1075	382	0.7084	0.6925	0.7084	0.8417
No log	4.1290	384	0.6621	0.7246	0.6621	0.8137
No log	4.1505	386	0.6261	0.7144	0.6261	0.7913
No log	4.1720	388	0.6268	0.7159	0.6268	0.7917
No log	4.1935	390	0.6551	0.7223	0.6551	0.8094
No log	4.2151	392	0.6736	0.7185	0.6736	0.8207
No log	4.2366	394	0.6830	0.6976	0.6830	0.8264
No log	4.2581	396	0.7301	0.6841	0.7301	0.8544
No log	4.2796	398	0.7360	0.6775	0.7360	0.8579
No log	4.3011	400	0.7232	0.6925	0.7232	0.8504
No log	4.3226	402	0.6666	0.6917	0.6666	0.8165
No log	4.3441	404	0.6002	0.7229	0.6002	0.7747
No log	4.3656	406	0.5865	0.7351	0.5865	0.7658
No log	4.3871	408	0.5896	0.7447	0.5896	0.7678
No log	4.4086	410	0.5985	0.7328	0.5985	0.7736
No log	4.4301	412	0.5991	0.7352	0.5991	0.7740
No log	4.4516	414	0.6112	0.7126	0.6112	0.7818
No log	4.4731	416	0.6010	0.7166	0.6010	0.7753
No log	4.4946	418	0.5966	0.7398	0.5966	0.7724
No log	4.5161	420	0.6092	0.7227	0.6092	0.7805
No log	4.5376	422	0.6106	0.7168	0.6106	0.7814
No log	4.5591	424	0.6021	0.7193	0.6021	0.7760
No log	4.5806	426	0.6041	0.7131	0.6041	0.7772
No log	4.6022	428	0.5949	0.7224	0.5949	0.7713
No log	4.6237	430	0.5954	0.7454	0.5954	0.7716
No log	4.6452	432	0.6022	0.7235	0.6022	0.7760
No log	4.6667	434	0.5956	0.7387	0.5956	0.7717
No log	4.6882	436	0.5698	0.7357	0.5698	0.7548
No log	4.7097	438	0.5907	0.7028	0.5907	0.7686
No log	4.7312	440	0.6383	0.7030	0.6383	0.7989
No log	4.7527	442	0.6205	0.7016	0.6205	0.7877
No log	4.7742	444	0.5579	0.7211	0.5579	0.7470
No log	4.7957	446	0.5501	0.7547	0.5501	0.7417
No log	4.8172	448	0.5909	0.7337	0.5909	0.7687
No log	4.8387	450	0.5925	0.7343	0.5925	0.7698
No log	4.8602	452	0.5578	0.7302	0.5578	0.7469
No log	4.8817	454	0.5617	0.7218	0.5617	0.7495
No log	4.9032	456	0.6040	0.7460	0.6040	0.7772
No log	4.9247	458	0.6165	0.7460	0.6165	0.7852
No log	4.9462	460	0.5814	0.7223	0.5814	0.7625
No log	4.9677	462	0.5418	0.7183	0.5418	0.7361
No log	4.9892	464	0.5470	0.7453	0.5470	0.7396
No log	5.0108	466	0.5475	0.7453	0.5475	0.7399
No log	5.0323	468	0.5422	0.7329	0.5422	0.7364
No log	5.0538	470	0.5722	0.7264	0.5722	0.7565
No log	5.0753	472	0.6187	0.7145	0.6187	0.7865
No log	5.0968	474	0.6469	0.6930	0.6469	0.8043
No log	5.1183	476	0.6138	0.7099	0.6138	0.7834
No log	5.1398	478	0.5804	0.7189	0.5804	0.7618
No log	5.1613	480	0.5679	0.7301	0.5679	0.7536
No log	5.1828	482	0.5597	0.7201	0.5597	0.7482
No log	5.2043	484	0.5624	0.7217	0.5624	0.7499
No log	5.2258	486	0.5718	0.7318	0.5718	0.7562
No log	5.2473	488	0.6216	0.6621	0.6216	0.7884
No log	5.2688	490	0.6954	0.6611	0.6954	0.8339
No log	5.2903	492	0.7588	0.6467	0.7588	0.8711
No log	5.3118	494	0.7132	0.6486	0.7132	0.8445
No log	5.3333	496	0.6240	0.7305	0.6240	0.7899
No log	5.3548	498	0.5722	0.7405	0.5722	0.7564
0.3982	5.3763	500	0.5601	0.7566	0.5601	0.7484
0.3982	5.3978	502	0.5597	0.7390	0.5597	0.7481
0.3982	5.4194	504	0.5582	0.7421	0.5582	0.7471
0.3982	5.4409	506	0.5793	0.7389	0.5793	0.7611
0.3982	5.4624	508	0.6026	0.7316	0.6026	0.7763
0.3982	5.4839	510	0.5867	0.7240	0.5867	0.7660
0.3982	5.5054	512	0.5592	0.7230	0.5592	0.7478
0.3982	5.5269	514	0.5791	0.7447	0.5791	0.7610
0.3982	5.5484	516	0.6086	0.7066	0.6086	0.7801
0.3982	5.5699	518	0.6139	0.7045	0.6139	0.7835
0.3982	5.5914	520	0.6073	0.7094	0.6073	0.7793
0.3982	5.6129	522	0.5811	0.7460	0.5811	0.7623
0.3982	5.6344	524	0.5912	0.7316	0.5912	0.7689
0.3982	5.6559	526	0.6639	0.7228	0.6639	0.8148
0.3982	5.6774	528	0.7058	0.6913	0.7058	0.8401
0.3982	5.6989	530	0.6798	0.7069	0.6798	0.8245
0.3982	5.7204	532	0.6139	0.7389	0.6139	0.7835
0.3982	5.7419	534	0.5611	0.7511	0.5610	0.7490
0.3982	5.7634	536	0.5812	0.7344	0.5812	0.7623
0.3982	5.7849	538	0.6244	0.6932	0.6244	0.7902
0.3982	5.8065	540	0.6368	0.6759	0.6368	0.7980
0.3982	5.8280	542	0.6317	0.6759	0.6317	0.7948
0.3982	5.8495	544	0.6104	0.7087	0.6104	0.7813
0.3982	5.8710	546	0.6033	0.7145	0.6033	0.7767
0.3982	5.8925	548	0.5983	0.7350	0.5983	0.7735
0.3982	5.9140	550	0.5980	0.7275	0.5980	0.7733
0.3982	5.9355	552	0.6081	0.7324	0.6081	0.7798
0.3982	5.9570	554	0.6171	0.7324	0.6171	0.7855
0.3982	5.9785	556	0.6285	0.7233	0.6285	0.7928
0.3982	6.0	558	0.6213	0.7096	0.6213	0.7882
0.3982	6.0215	560	0.6153	0.7096	0.6153	0.7844
0.3982	6.0430	562	0.5973	0.7263	0.5973	0.7729
0.3982	6.0645	564	0.5890	0.7366	0.5890	0.7675
0.3982	6.0860	566	0.5893	0.7412	0.5893	0.7677
0.3982	6.1075	568	0.5869	0.7547	0.5869	0.7661
0.3982	6.1290	570	0.5829	0.7433	0.5829	0.7635
0.3982	6.1505	572	0.5807	0.7402	0.5807	0.7621
0.3982	6.1720	574	0.5825	0.7435	0.5825	0.7632
0.3982	6.1935	576	0.5841	0.7471	0.5841	0.7643
0.3982	6.2151	578	0.5959	0.7420	0.5959	0.7720
0.3982	6.2366	580	0.6046	0.7456	0.6046	0.7776
0.3982	6.2581	582	0.6081	0.7473	0.6081	0.7798
0.3982	6.2796	584	0.6101	0.7456	0.6101	0.7811
0.3982	6.3011	586	0.6011	0.7420	0.6011	0.7753
0.3982	6.3226	588	0.6013	0.7420	0.6013	0.7755
0.3982	6.3441	590	0.6072	0.7513	0.6072	0.7792
0.3982	6.3656	592	0.6102	0.7647	0.6102	0.7811
0.3982	6.3871	594	0.5998	0.7614	0.5998	0.7744
0.3982	6.4086	596	0.6088	0.7479	0.6088	0.7802
0.3982	6.4301	598	0.6314	0.6912	0.6314	0.7946
0.3982	6.4516	600	0.6358	0.6912	0.6358	0.7974
0.3982	6.4731	602	0.6252	0.7172	0.6252	0.7907
0.3982	6.4946	604	0.6018	0.7337	0.6018	0.7758
0.3982	6.5161	606	0.5664	0.7516	0.5664	0.7526
0.3982	6.5376	608	0.5626	0.7437	0.5626	0.7501
0.3982	6.5591	610	0.5753	0.7410	0.5753	0.7585
0.3982	6.5806	612	0.5703	0.7410	0.5703	0.7552
0.3982	6.6022	614	0.5612	0.7447	0.5612	0.7491
0.3982	6.6237	616	0.5655	0.7395	0.5655	0.7520
0.3982	6.6452	618	0.5653	0.7463	0.5653	0.7519
0.3982	6.6667	620	0.5723	0.7228	0.5723	0.7565
0.3982	6.6882	622	0.5654	0.7356	0.5654	0.7520
0.3982	6.7097	624	0.5615	0.7312	0.5615	0.7494
0.3982	6.7312	626	0.5692	0.7408	0.5692	0.7545
0.3982	6.7527	628	0.5843	0.7342	0.5843	0.7644
0.3982	6.7742	630	0.5933	0.7364	0.5933	0.7703
0.3982	6.7957	632	0.5971	0.74	0.5971	0.7727
0.3982	6.8172	634	0.6061	0.7361	0.6061	0.7785
0.3982	6.8387	636	0.6250	0.7291	0.6250	0.7906
0.3982	6.8602	638	0.6257	0.7376	0.6257	0.7910
0.3982	6.8817	640	0.6200	0.7376	0.6200	0.7874
0.3982	6.9032	642	0.6113	0.7419	0.6113	0.7818
0.3982	6.9247	644	0.6017	0.7393	0.6017	0.7757
0.3982	6.9462	646	0.5879	0.7432	0.5879	0.7668
0.3982	6.9677	648	0.5808	0.7389	0.5808	0.7621
0.3982	6.9892	650	0.5751	0.7471	0.5751	0.7583
0.3982	7.0108	652	0.5692	0.7477	0.5692	0.7545
0.3982	7.0323	654	0.5671	0.7427	0.5671	0.7531
0.3982	7.0538	656	0.5712	0.7463	0.5712	0.7558
0.3982	7.0753	658	0.5722	0.7509	0.5722	0.7564
0.3982	7.0968	660	0.5718	0.7509	0.5718	0.7562
0.3982	7.1183	662	0.5771	0.7388	0.5771	0.7597
0.3982	7.1398	664	0.5770	0.7449	0.5770	0.7596
0.3982	7.1613	666	0.5717	0.7441	0.5717	0.7561
0.3982	7.1828	668	0.5720	0.7433	0.5720	0.7563
0.3982	7.2043	670	0.5859	0.7334	0.5859	0.7654
0.3982	7.2258	672	0.6114	0.7354	0.6114	0.7819
0.3982	7.2473	674	0.6390	0.7057	0.6390	0.7994
0.3982	7.2688	676	0.6548	0.6913	0.6548	0.8092
0.3982	7.2903	678	0.6476	0.6950	0.6476	0.8047
0.3982	7.3118	680	0.6358	0.7230	0.6358	0.7974
0.3982	7.3333	682	0.6178	0.7467	0.6178	0.7860
0.3982	7.3548	684	0.6122	0.7467	0.6122	0.7824
0.3982	7.3763	686	0.6177	0.7279	0.6177	0.7860
0.3982	7.3978	688	0.6307	0.7050	0.6307	0.7942
0.3982	7.4194	690	0.6476	0.7048	0.6476	0.8047
0.3982	7.4409	692	0.6646	0.6821	0.6646	0.8152
0.3982	7.4624	694	0.6768	0.6881	0.6768	0.8227
0.3982	7.4839	696	0.6684	0.6753	0.6684	0.8176
0.3982	7.5054	698	0.6417	0.6998	0.6417	0.8010
0.3982	7.5269	700	0.6039	0.7387	0.6039	0.7771
0.3982	7.5484	702	0.5766	0.7416	0.5766	0.7594
0.3982	7.5699	704	0.5699	0.7362	0.5699	0.7549
0.3982	7.5914	706	0.5680	0.7385	0.5680	0.7537
0.3982	7.6129	708	0.5649	0.7362	0.5649	0.7516
0.3982	7.6344	710	0.5666	0.7318	0.5666	0.7527
0.3982	7.6559	712	0.5680	0.7357	0.5680	0.7536
0.3982	7.6774	714	0.5669	0.7454	0.5669	0.7529
0.3982	7.6989	716	0.5611	0.7357	0.5611	0.7491
0.3982	7.7204	718	0.5552	0.7340	0.5552	0.7451
0.3982	7.7419	720	0.5560	0.7385	0.5560	0.7457
0.3982	7.7634	722	0.5576	0.7429	0.5576	0.7467
0.3982	7.7849	724	0.5600	0.7412	0.5600	0.7483
0.3982	7.8065	726	0.5651	0.7368	0.5651	0.7517
0.3982	7.8280	728	0.5726	0.7340	0.5726	0.7567
0.3982	7.8495	730	0.5822	0.7297	0.5822	0.7630
0.3982	7.8710	732	0.5762	0.7237	0.5762	0.7591
0.3982	7.8925	734	0.5700	0.7346	0.5700	0.7550
0.3982	7.9140	736	0.5643	0.7346	0.5643	0.7512
0.3982	7.9355	738	0.5595	0.7352	0.5595	0.7480
0.3982	7.9570	740	0.5520	0.7262	0.5520	0.7430
0.3982	7.9785	742	0.5505	0.7308	0.5505	0.7419
0.3982	8.0	744	0.5504	0.7411	0.5504	0.7419
0.3982	8.0215	746	0.5451	0.7295	0.5451	0.7383
0.3982	8.0430	748	0.5419	0.7194	0.5419	0.7361
0.3982	8.0645	750	0.5425	0.7243	0.5425	0.7365
0.3982	8.0860	752	0.5460	0.7365	0.5460	0.7389
0.3982	8.1075	754	0.5507	0.7308	0.5507	0.7421
0.3982	8.1290	756	0.5598	0.7376	0.5598	0.7482
0.3982	8.1505	758	0.5679	0.7466	0.5679	0.7536
0.3982	8.1720	760	0.5712	0.7404	0.5712	0.7558
0.3982	8.1935	762	0.5725	0.7359	0.5725	0.7566
0.3982	8.2151	764	0.5727	0.7359	0.5727	0.7568
0.3982	8.2366	766	0.5694	0.7331	0.5694	0.7546
0.3982	8.2581	768	0.5626	0.7341	0.5626	0.7501
0.3982	8.2796	770	0.5609	0.7198	0.5609	0.7490
0.3982	8.3011	772	0.5620	0.7362	0.5620	0.7497
0.3982	8.3226	774	0.5639	0.7395	0.5639	0.7509
0.3982	8.3441	776	0.5659	0.7344	0.5659	0.7523
0.3982	8.3656	778	0.5679	0.7344	0.5679	0.7536
0.3982	8.3871	780	0.5698	0.7406	0.5698	0.7549
0.3982	8.4086	782	0.5758	0.7445	0.5758	0.7588
0.3982	8.4301	784	0.5742	0.7406	0.5742	0.7578
0.3982	8.4516	786	0.5652	0.7451	0.5652	0.7518
0.3982	8.4731	788	0.5565	0.7441	0.5565	0.7460
0.3982	8.4946	790	0.5519	0.7429	0.5519	0.7429
0.3982	8.5161	792	0.5547	0.7187	0.5547	0.7448
0.3982	8.5376	794	0.5694	0.7421	0.5694	0.7546
0.3982	8.5591	796	0.5804	0.7274	0.5804	0.7618
0.3982	8.5806	798	0.5806	0.7274	0.5806	0.7619
0.3982	8.6022	800	0.5715	0.7421	0.5715	0.7560
0.3982	8.6237	802	0.5595	0.7285	0.5595	0.7480
0.3982	8.6452	804	0.5521	0.7312	0.5521	0.7431
0.3982	8.6667	806	0.5515	0.7367	0.5515	0.7426
0.3982	8.6882	808	0.5599	0.7333	0.5599	0.7483
0.3982	8.7097	810	0.5693	0.7453	0.5693	0.7545
0.3982	8.7312	812	0.5783	0.7463	0.5783	0.7605
0.3982	8.7527	814	0.5854	0.7325	0.5854	0.7651
0.3982	8.7742	816	0.5881	0.7342	0.5881	0.7669
0.3982	8.7957	818	0.5914	0.7342	0.5914	0.7690
0.3982	8.8172	820	0.5903	0.7342	0.5903	0.7683
0.3982	8.8387	822	0.5882	0.7325	0.5882	0.7669
0.3982	8.8602	824	0.5827	0.7417	0.5827	0.7634
0.3982	8.8817	826	0.5794	0.7463	0.5794	0.7612
0.3982	8.9032	828	0.5739	0.7453	0.5739	0.7575
0.3982	8.9247	830	0.5667	0.7350	0.5667	0.7528
0.3982	8.9462	832	0.5593	0.7350	0.5593	0.7479
0.3982	8.9677	834	0.5526	0.7247	0.5526	0.7434
0.3982	8.9892	836	0.5518	0.7174	0.5518	0.7429
0.3982	9.0108	838	0.5552	0.7335	0.5552	0.7451
0.3982	9.0323	840	0.5569	0.7233	0.5569	0.7463
0.3982	9.0538	842	0.5588	0.7233	0.5588	0.7475
0.3982	9.0753	844	0.5608	0.7170	0.5608	0.7489
0.3982	9.0968	846	0.5617	0.7216	0.5617	0.7494
0.3982	9.1183	848	0.5591	0.7233	0.5591	0.7478
0.3982	9.1398	850	0.5570	0.7233	0.5570	0.7463
0.3982	9.1613	852	0.5544	0.7250	0.5544	0.7446
0.3982	9.1828	854	0.5519	0.7250	0.5519	0.7429
0.3982	9.2043	856	0.5496	0.7174	0.5496	0.7413
0.3982	9.2258	858	0.5483	0.7293	0.5483	0.7405
0.3982	9.2473	860	0.5477	0.7293	0.5477	0.7401
0.3982	9.2688	862	0.5475	0.7293	0.5475	0.7399
0.3982	9.2903	864	0.5470	0.7293	0.5470	0.7396
0.3982	9.3118	866	0.5469	0.7293	0.5469	0.7395
0.3982	9.3333	868	0.5466	0.7228	0.5466	0.7393
0.3982	9.3548	870	0.5458	0.7228	0.5458	0.7388
0.3982	9.3763	872	0.5454	0.7228	0.5454	0.7385
0.3982	9.3978	874	0.5456	0.7212	0.5456	0.7387
0.3982	9.4194	876	0.5462	0.7235	0.5462	0.7391
0.3982	9.4409	878	0.5476	0.7272	0.5476	0.7400
0.3982	9.4624	880	0.5478	0.7272	0.5478	0.7402
0.3982	9.4839	882	0.5468	0.7235	0.5468	0.7395
0.3982	9.5054	884	0.5451	0.7235	0.5451	0.7383
0.3982	9.5269	886	0.5440	0.7251	0.5440	0.7376
0.3982	9.5484	888	0.5434	0.7251	0.5434	0.7371
0.3982	9.5699	890	0.5430	0.7228	0.5430	0.7369
0.3982	9.5914	892	0.5426	0.7228	0.5426	0.7366
0.3982	9.6129	894	0.5424	0.7228	0.5424	0.7365
0.3982	9.6344	896	0.5424	0.7228	0.5424	0.7365
0.3982	9.6559	898	0.5429	0.7357	0.5429	0.7368
0.3982	9.6774	900	0.5432	0.7439	0.5432	0.7370
0.3982	9.6989	902	0.5435	0.7439	0.5435	0.7372
0.3982	9.7204	904	0.5435	0.7392	0.5435	0.7372
0.3982	9.7419	906	0.5435	0.7439	0.5435	0.7372
0.3982	9.7634	908	0.5438	0.7392	0.5438	0.7374
0.3982	9.7849	910	0.5442	0.7392	0.5442	0.7377
0.3982	9.8065	912	0.5444	0.7392	0.5444	0.7378
0.3982	9.8280	914	0.5447	0.7455	0.5447	0.7380
0.3982	9.8495	916	0.5449	0.7455	0.5449	0.7382
0.3982	9.8710	918	0.5450	0.7455	0.5450	0.7382
0.3982	9.8925	920	0.5451	0.7455	0.5451	0.7383
0.3982	9.9140	922	0.5451	0.7455	0.5451	0.7383
0.3982	9.9355	924	0.5451	0.7455	0.5451	0.7383
0.3982	9.9570	926	0.5451	0.7455	0.5451	0.7383
0.3982	9.9785	928	0.5452	0.7455	0.5452	0.7384
0.3982	10.0	930	0.5453	0.7455	0.5453	0.7384

Framework versions

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