ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k13_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: 0.5842
• Qwk: 0.7418
• Mse: 0.5842
• Rmse: 0.7643

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	0.0244	2	5.4091	-0.0111	5.4091	2.3257
No log	0.0488	4	3.6820	0.0425	3.6820	1.9189
No log	0.0732	6	2.3777	0.0304	2.3777	1.5420
No log	0.0976	8	2.2442	-0.0939	2.2442	1.4981
No log	0.1220	10	1.9541	-0.0040	1.9541	1.3979
No log	0.1463	12	1.5813	0.0800	1.5813	1.2575
No log	0.1707	14	1.5360	0.0359	1.5360	1.2394
No log	0.1951	16	1.6016	0.0085	1.6016	1.2655
No log	0.2195	18	1.4532	0.0329	1.4532	1.2055
No log	0.2439	20	1.4724	0.0500	1.4724	1.2134
No log	0.2683	22	1.4271	0.0720	1.4271	1.1946
No log	0.2927	24	1.4113	0.0824	1.4113	1.1880
No log	0.3171	26	1.2311	0.3053	1.2311	1.1096
No log	0.3415	28	1.0737	0.3834	1.0737	1.0362
No log	0.3659	30	1.0641	0.3956	1.0641	1.0315
No log	0.3902	32	1.2699	0.2278	1.2699	1.1269
No log	0.4146	34	1.6243	0.0892	1.6243	1.2745
No log	0.4390	36	2.1665	0.1591	2.1665	1.4719
No log	0.4634	38	2.4553	0.1854	2.4553	1.5669
No log	0.4878	40	1.9220	0.2606	1.9220	1.3863
No log	0.5122	42	1.4810	0.3097	1.4810	1.2170
No log	0.5366	44	1.4959	0.25	1.4959	1.2231
No log	0.5610	46	1.5674	0.2967	1.5674	1.2519
No log	0.5854	48	1.9688	0.2696	1.9688	1.4032
No log	0.6098	50	1.8817	0.2938	1.8817	1.3717
No log	0.6341	52	1.4417	0.3228	1.4417	1.2007
No log	0.6585	54	1.1867	0.3461	1.1867	1.0894
No log	0.6829	56	1.0194	0.4670	1.0194	1.0097
No log	0.7073	58	0.9414	0.4405	0.9414	0.9703
No log	0.7317	60	1.0233	0.4817	1.0233	1.0116
No log	0.7561	62	1.1638	0.4240	1.1638	1.0788
No log	0.7805	64	1.3070	0.4069	1.3070	1.1432
No log	0.8049	66	1.1232	0.4655	1.1232	1.0598
No log	0.8293	68	1.1243	0.4716	1.1243	1.0603
No log	0.8537	70	1.1402	0.4495	1.1402	1.0678
No log	0.8780	72	1.0739	0.4496	1.0739	1.0363
No log	0.9024	74	1.0324	0.4683	1.0324	1.0161
No log	0.9268	76	1.2340	0.4666	1.2340	1.1109
No log	0.9512	78	1.4338	0.4534	1.4338	1.1974
No log	0.9756	80	1.6928	0.3647	1.6928	1.3011
No log	1.0	82	1.5564	0.3464	1.5564	1.2476
No log	1.0244	84	1.4545	0.3836	1.4545	1.2060
No log	1.0488	86	1.0954	0.4952	1.0954	1.0466
No log	1.0732	88	0.7918	0.5843	0.7918	0.8899
No log	1.0976	90	0.7253	0.6109	0.7253	0.8516
No log	1.1220	92	0.7277	0.5838	0.7277	0.8530
No log	1.1463	94	0.7408	0.5896	0.7408	0.8607
No log	1.1707	96	0.7075	0.5638	0.7075	0.8411
No log	1.1951	98	0.7414	0.5433	0.7414	0.8610
No log	1.2195	100	0.7495	0.5510	0.7495	0.8657
No log	1.2439	102	0.7330	0.6279	0.7330	0.8562
No log	1.2683	104	0.7337	0.6315	0.7337	0.8566
No log	1.2927	106	0.7109	0.6402	0.7109	0.8432
No log	1.3171	108	0.6509	0.6778	0.6509	0.8068
No log	1.3415	110	0.6524	0.5976	0.6524	0.8077
No log	1.3659	112	0.7842	0.4906	0.7842	0.8855
No log	1.3902	114	0.7916	0.4589	0.7916	0.8897
No log	1.4146	116	0.6860	0.5369	0.6860	0.8282
No log	1.4390	118	0.6318	0.6109	0.6318	0.7948
No log	1.4634	120	0.7223	0.6861	0.7223	0.8499
No log	1.4878	122	0.9051	0.5733	0.9051	0.9514
No log	1.5122	124	0.8670	0.5826	0.8670	0.9311
No log	1.5366	126	0.7393	0.6231	0.7393	0.8598
No log	1.5610	128	0.6482	0.6559	0.6482	0.8051
No log	1.5854	130	0.6772	0.6401	0.6772	0.8229
No log	1.6098	132	0.7100	0.6421	0.7100	0.8426
No log	1.6341	134	0.7519	0.6113	0.7519	0.8671
No log	1.6585	136	0.7875	0.5897	0.7875	0.8874
No log	1.6829	138	0.6987	0.6536	0.6987	0.8359
No log	1.7073	140	0.5360	0.7484	0.5360	0.7321
No log	1.7317	142	0.5463	0.7620	0.5463	0.7391
No log	1.7561	144	0.5998	0.7352	0.5998	0.7745
No log	1.7805	146	0.5578	0.7243	0.5578	0.7468
No log	1.8049	148	0.5769	0.7424	0.5769	0.7595
No log	1.8293	150	0.6215	0.7133	0.6215	0.7884
No log	1.8537	152	0.6803	0.6850	0.6803	0.8248
No log	1.8780	154	0.6644	0.6924	0.6644	0.8151
No log	1.9024	156	0.6113	0.7179	0.6113	0.7819
No log	1.9268	158	0.5890	0.7475	0.5890	0.7674
No log	1.9512	160	0.5977	0.7551	0.5977	0.7731
No log	1.9756	162	0.6070	0.7070	0.6070	0.7791
No log	2.0	164	0.5987	0.6639	0.5987	0.7738
No log	2.0244	166	0.6107	0.6502	0.6107	0.7815
No log	2.0488	168	0.5973	0.6589	0.5973	0.7728
No log	2.0732	170	0.6184	0.6498	0.6184	0.7864
No log	2.0976	172	0.6381	0.6668	0.6381	0.7988
No log	2.1220	174	0.6717	0.6723	0.6717	0.8196
No log	2.1463	176	0.6244	0.6916	0.6244	0.7902
No log	2.1707	178	0.6034	0.7136	0.6034	0.7768
No log	2.1951	180	0.7076	0.6641	0.7076	0.8412
No log	2.2195	182	0.6912	0.6869	0.6912	0.8314
No log	2.2439	184	0.6687	0.6959	0.6687	0.8177
No log	2.2683	186	0.6118	0.7111	0.6118	0.7821
No log	2.2927	188	0.5829	0.7371	0.5829	0.7635
No log	2.3171	190	0.6061	0.6748	0.6061	0.7785
No log	2.3415	192	0.6585	0.6374	0.6585	0.8115
No log	2.3659	194	0.6702	0.6316	0.6702	0.8187
No log	2.3902	196	0.6928	0.5755	0.6928	0.8324
No log	2.4146	198	0.6712	0.6269	0.6712	0.8193
No log	2.4390	200	0.6237	0.6543	0.6237	0.7898
No log	2.4634	202	0.5877	0.6925	0.5877	0.7666
No log	2.4878	204	0.5994	0.7381	0.5994	0.7742
No log	2.5122	206	0.6101	0.7244	0.6101	0.7811
No log	2.5366	208	0.5809	0.7238	0.5809	0.7622
No log	2.5610	210	0.6202	0.6913	0.6202	0.7875
No log	2.5854	212	0.7025	0.6725	0.7025	0.8381
No log	2.6098	214	0.6637	0.6846	0.6637	0.8147
No log	2.6341	216	0.6309	0.6882	0.6309	0.7943
No log	2.6585	218	0.6645	0.6843	0.6645	0.8152
No log	2.6829	220	0.6668	0.6761	0.6668	0.8166
No log	2.7073	222	0.6231	0.7051	0.6231	0.7894
No log	2.7317	224	0.6251	0.7259	0.6251	0.7907
No log	2.7561	226	0.7250	0.7090	0.7250	0.8515
No log	2.7805	228	0.7096	0.7164	0.7096	0.8424
No log	2.8049	230	0.6131	0.7203	0.6131	0.7830
No log	2.8293	232	0.5879	0.7292	0.5879	0.7668
No log	2.8537	234	0.6025	0.7113	0.6025	0.7762
No log	2.8780	236	0.5706	0.7082	0.5706	0.7554
No log	2.9024	238	0.5531	0.7346	0.5531	0.7437
No log	2.9268	240	0.5559	0.7327	0.5559	0.7456
No log	2.9512	242	0.5676	0.7125	0.5676	0.7534
No log	2.9756	244	0.5670	0.7356	0.5670	0.7530
No log	3.0	246	0.5769	0.7379	0.5769	0.7595
No log	3.0244	248	0.5952	0.7470	0.5952	0.7715
No log	3.0488	250	0.6126	0.7350	0.6126	0.7827
No log	3.0732	252	0.6414	0.7423	0.6414	0.8009
No log	3.0976	254	0.6349	0.7233	0.6349	0.7968
No log	3.1220	256	0.6242	0.7224	0.6242	0.7901
No log	3.1463	258	0.6302	0.7185	0.6302	0.7939
No log	3.1707	260	0.6283	0.7028	0.6283	0.7927
No log	3.1951	262	0.6258	0.7021	0.6258	0.7910
No log	3.2195	264	0.6213	0.7136	0.6213	0.7882
No log	3.2439	266	0.6048	0.7234	0.6048	0.7777
No log	3.2683	268	0.5878	0.7286	0.5878	0.7667
No log	3.2927	270	0.5718	0.7368	0.5718	0.7562
No log	3.3171	272	0.5665	0.7415	0.5665	0.7526
No log	3.3415	274	0.6259	0.7496	0.6259	0.7911
No log	3.3659	276	0.6333	0.7407	0.6333	0.7958
No log	3.3902	278	0.5689	0.7485	0.5689	0.7543
No log	3.4146	280	0.5622	0.7504	0.5622	0.7498
No log	3.4390	282	0.5675	0.7461	0.5675	0.7533
No log	3.4634	284	0.5975	0.7536	0.5975	0.7730
No log	3.4878	286	0.6485	0.7631	0.6485	0.8053
No log	3.5122	288	0.6458	0.7636	0.6458	0.8036
No log	3.5366	290	0.6218	0.7409	0.6218	0.7886
No log	3.5610	292	0.6057	0.7501	0.6057	0.7783
No log	3.5854	294	0.5963	0.7510	0.5963	0.7722
No log	3.6098	296	0.5961	0.7540	0.5961	0.7721
No log	3.6341	298	0.5825	0.7531	0.5825	0.7632
No log	3.6585	300	0.5682	0.7067	0.5682	0.7538
No log	3.6829	302	0.5672	0.7229	0.5672	0.7531
No log	3.7073	304	0.5703	0.7337	0.5703	0.7552
No log	3.7317	306	0.6013	0.6902	0.6013	0.7755
No log	3.7561	308	0.5924	0.6916	0.5924	0.7697
No log	3.7805	310	0.5670	0.7041	0.5670	0.7530
No log	3.8049	312	0.5624	0.7133	0.5624	0.7500
No log	3.8293	314	0.5707	0.6765	0.5707	0.7555
No log	3.8537	316	0.5748	0.6575	0.5748	0.7581
No log	3.8780	318	0.5719	0.6788	0.5719	0.7562
No log	3.9024	320	0.5630	0.7007	0.5630	0.7503
No log	3.9268	322	0.5597	0.7297	0.5597	0.7481
No log	3.9512	324	0.5462	0.7273	0.5462	0.7391
No log	3.9756	326	0.5640	0.7480	0.5640	0.7510
No log	4.0	328	0.6337	0.7481	0.6337	0.7961
No log	4.0244	330	0.6629	0.7403	0.6629	0.8142
No log	4.0488	332	0.6211	0.7481	0.6211	0.7881
No log	4.0732	334	0.5825	0.7589	0.5825	0.7632
No log	4.0976	336	0.5656	0.7399	0.5656	0.7520
No log	4.1220	338	0.5615	0.7443	0.5615	0.7493
No log	4.1463	340	0.5672	0.7133	0.5672	0.7531
No log	4.1707	342	0.5634	0.7385	0.5634	0.7506
No log	4.1951	344	0.5698	0.7269	0.5698	0.7548
No log	4.2195	346	0.5730	0.7269	0.5730	0.7570
No log	4.2439	348	0.5709	0.7215	0.5709	0.7556
No log	4.2683	350	0.5756	0.6968	0.5756	0.7587
No log	4.2927	352	0.5821	0.6874	0.5821	0.7630
No log	4.3171	354	0.5678	0.7030	0.5678	0.7535
No log	4.3415	356	0.5685	0.7411	0.5685	0.7540
No log	4.3659	358	0.5811	0.7354	0.5811	0.7623
No log	4.3902	360	0.5857	0.7412	0.5857	0.7653
No log	4.4146	362	0.5924	0.7412	0.5924	0.7696
No log	4.4390	364	0.5880	0.7370	0.5880	0.7668
No log	4.4634	366	0.5868	0.7403	0.5868	0.7661
No log	4.4878	368	0.5906	0.7403	0.5906	0.7685
No log	4.5122	370	0.5849	0.7436	0.5849	0.7648
No log	4.5366	372	0.5697	0.7355	0.5697	0.7548
No log	4.5610	374	0.5797	0.7479	0.5797	0.7614
No log	4.5854	376	0.5818	0.7540	0.5818	0.7628
No log	4.6098	378	0.5741	0.7540	0.5741	0.7577
No log	4.6341	380	0.5655	0.7509	0.5655	0.7520
No log	4.6585	382	0.5581	0.7588	0.5581	0.7470
No log	4.6829	384	0.5590	0.7477	0.5590	0.7476
No log	4.7073	386	0.5701	0.7260	0.5701	0.7550
No log	4.7317	388	0.5719	0.7437	0.5719	0.7562
No log	4.7561	390	0.5705	0.7583	0.5705	0.7553
No log	4.7805	392	0.5698	0.7591	0.5698	0.7548
No log	4.8049	394	0.5974	0.7400	0.5974	0.7729
No log	4.8293	396	0.6329	0.7313	0.6329	0.7955
No log	4.8537	398	0.6420	0.7269	0.6420	0.8012
No log	4.8780	400	0.5882	0.7279	0.5882	0.7669
No log	4.9024	402	0.5575	0.7405	0.5575	0.7467
No log	4.9268	404	0.5658	0.7211	0.5658	0.7522
No log	4.9512	406	0.5838	0.7286	0.5838	0.7641
No log	4.9756	408	0.5588	0.7234	0.5588	0.7476
No log	5.0	410	0.5401	0.7363	0.5401	0.7349
No log	5.0244	412	0.5544	0.7269	0.5544	0.7446
No log	5.0488	414	0.5728	0.7194	0.5728	0.7568
No log	5.0732	416	0.5528	0.7076	0.5528	0.7435
No log	5.0976	418	0.5454	0.7251	0.5454	0.7385
No log	5.1220	420	0.5766	0.7384	0.5766	0.7593
No log	5.1463	422	0.6144	0.6897	0.6144	0.7838
No log	5.1707	424	0.6018	0.7114	0.6018	0.7757
No log	5.1951	426	0.5550	0.7414	0.5550	0.7450
No log	5.2195	428	0.5622	0.7433	0.5622	0.7498
No log	5.2439	430	0.6712	0.7163	0.6712	0.8193
No log	5.2683	432	0.7789	0.6789	0.7789	0.8826
No log	5.2927	434	0.7729	0.6737	0.7729	0.8792
No log	5.3171	436	0.6923	0.7057	0.6923	0.8320
No log	5.3415	438	0.6074	0.7319	0.6074	0.7793
No log	5.3659	440	0.5693	0.7418	0.5693	0.7545
No log	5.3902	442	0.5606	0.7488	0.5606	0.7487
No log	5.4146	444	0.5566	0.7693	0.5566	0.7460
No log	5.4390	446	0.5489	0.7786	0.5489	0.7409
No log	5.4634	448	0.5501	0.7812	0.5501	0.7417
No log	5.4878	450	0.5559	0.7791	0.5559	0.7456
No log	5.5122	452	0.5604	0.7704	0.5604	0.7486
No log	5.5366	454	0.5652	0.7496	0.5652	0.7518
No log	5.5610	456	0.5835	0.7270	0.5835	0.7639
No log	5.5854	458	0.5898	0.7292	0.5898	0.7680
No log	5.6098	460	0.5975	0.7194	0.5975	0.7730
No log	5.6341	462	0.5936	0.7147	0.5936	0.7705
No log	5.6585	464	0.5918	0.7051	0.5918	0.7693
No log	5.6829	466	0.5962	0.6973	0.5962	0.7721
No log	5.7073	468	0.5967	0.6888	0.5967	0.7724
No log	5.7317	470	0.5985	0.7031	0.5985	0.7736
No log	5.7561	472	0.5971	0.6846	0.5971	0.7728
No log	5.7805	474	0.5948	0.6846	0.5948	0.7712
No log	5.8049	476	0.5990	0.6959	0.5990	0.7739
No log	5.8293	478	0.6059	0.6886	0.6059	0.7784
No log	5.8537	480	0.6376	0.7192	0.6376	0.7985
No log	5.8780	482	0.6490	0.7211	0.6490	0.8056
No log	5.9024	484	0.6257	0.7207	0.6257	0.7910
No log	5.9268	486	0.6011	0.7081	0.6011	0.7753
No log	5.9512	488	0.5988	0.7111	0.5988	0.7738
No log	5.9756	490	0.6082	0.7271	0.6082	0.7798
No log	6.0	492	0.6421	0.7411	0.6421	0.8013
No log	6.0244	494	0.6724	0.7137	0.6724	0.8200
No log	6.0488	496	0.6796	0.7137	0.6796	0.8243
No log	6.0732	498	0.6708	0.7137	0.6708	0.8190
0.4325	6.0976	500	0.6424	0.7345	0.6424	0.8015
0.4325	6.1220	502	0.6268	0.7461	0.6268	0.7917
0.4325	6.1463	504	0.6253	0.7384	0.6253	0.7908
0.4325	6.1707	506	0.6044	0.7607	0.6044	0.7774
0.4325	6.1951	508	0.5992	0.7537	0.5992	0.7741
0.4325	6.2195	510	0.5992	0.7464	0.5992	0.7741
0.4325	6.2439	512	0.6011	0.7557	0.6011	0.7753
0.4325	6.2683	514	0.6019	0.7599	0.6019	0.7758
0.4325	6.2927	516	0.5979	0.7562	0.5979	0.7732
0.4325	6.3171	518	0.5945	0.7447	0.5945	0.7710
0.4325	6.3415	520	0.5956	0.7613	0.5956	0.7718
0.4325	6.3659	522	0.6110	0.7379	0.6110	0.7817
0.4325	6.3902	524	0.6465	0.7245	0.6465	0.8040
0.4325	6.4146	526	0.6421	0.7356	0.6421	0.8013
0.4325	6.4390	528	0.6159	0.7287	0.6159	0.7848
0.4325	6.4634	530	0.5905	0.7550	0.5905	0.7684
0.4325	6.4878	532	0.5877	0.7394	0.5877	0.7666
0.4325	6.5122	534	0.5929	0.7497	0.5929	0.7700
0.4325	6.5366	536	0.6005	0.7468	0.6005	0.7749
0.4325	6.5610	538	0.6215	0.7368	0.6215	0.7883
0.4325	6.5854	540	0.6869	0.7120	0.6869	0.8288
0.4325	6.6098	542	0.7413	0.6798	0.7413	0.8610
0.4325	6.6341	544	0.7357	0.6728	0.7357	0.8577
0.4325	6.6585	546	0.6803	0.7063	0.6803	0.8248
0.4325	6.6829	548	0.6117	0.7214	0.6117	0.7821
0.4325	6.7073	550	0.5804	0.7167	0.5804	0.7618
0.4325	6.7317	552	0.5831	0.6753	0.5831	0.7636
0.4325	6.7561	554	0.5868	0.6947	0.5868	0.7661
0.4325	6.7805	556	0.5780	0.7209	0.5780	0.7603
0.4325	6.8049	558	0.5737	0.7443	0.5737	0.7574
0.4325	6.8293	560	0.5902	0.7358	0.5902	0.7682
0.4325	6.8537	562	0.6163	0.7400	0.6163	0.7851
0.4325	6.8780	564	0.6237	0.7378	0.6237	0.7898
0.4325	6.9024	566	0.6267	0.7356	0.6267	0.7917
0.4325	6.9268	568	0.6157	0.7400	0.6157	0.7846
0.4325	6.9512	570	0.5963	0.7422	0.5963	0.7722
0.4325	6.9756	572	0.5798	0.7436	0.5798	0.7615
0.4325	7.0	574	0.5677	0.7592	0.5677	0.7534
0.4325	7.0244	576	0.5681	0.7592	0.5681	0.7537
0.4325	7.0488	578	0.5717	0.7592	0.5717	0.7561
0.4325	7.0732	580	0.5753	0.7359	0.5753	0.7585
0.4325	7.0976	582	0.5822	0.7308	0.5822	0.7630
0.4325	7.1220	584	0.5970	0.7363	0.5970	0.7727
0.4325	7.1463	586	0.6163	0.7156	0.6163	0.7851
0.4325	7.1707	588	0.6475	0.7166	0.6475	0.8047
0.4325	7.1951	590	0.6617	0.7166	0.6617	0.8134
0.4325	7.2195	592	0.6453	0.7188	0.6453	0.8033
0.4325	7.2439	594	0.6266	0.7171	0.6266	0.7916
0.4325	7.2683	596	0.6069	0.7441	0.6069	0.7790
0.4325	7.2927	598	0.5959	0.7477	0.5959	0.7719
0.4325	7.3171	600	0.5934	0.7485	0.5934	0.7703
0.4325	7.3415	602	0.5921	0.7467	0.5921	0.7695
0.4325	7.3659	604	0.5905	0.7428	0.5905	0.7685
0.4325	7.3902	606	0.5933	0.7410	0.5933	0.7702
0.4325	7.4146	608	0.5976	0.7453	0.5976	0.7731
0.4325	7.4390	610	0.6048	0.7468	0.6048	0.7777
0.4325	7.4634	612	0.6223	0.7515	0.6223	0.7889
0.4325	7.4878	614	0.6386	0.7325	0.6386	0.7991
0.4325	7.5122	616	0.6493	0.7319	0.6493	0.8058
0.4325	7.5366	618	0.6577	0.7118	0.6577	0.8110
0.4325	7.5610	620	0.6422	0.7303	0.6422	0.8014
0.4325	7.5854	622	0.6208	0.7389	0.6208	0.7879
0.4325	7.6098	624	0.6001	0.7521	0.6001	0.7746
0.4325	7.6341	626	0.5893	0.7521	0.5893	0.7677
0.4325	7.6585	628	0.5850	0.7521	0.5850	0.7649
0.4325	7.6829	630	0.5808	0.7521	0.5808	0.7621
0.4325	7.7073	632	0.5820	0.7521	0.5820	0.7629
0.4325	7.7317	634	0.5885	0.7521	0.5885	0.7672
0.4325	7.7561	636	0.5929	0.7515	0.5929	0.7700
0.4325	7.7805	638	0.5959	0.7330	0.5959	0.7719
0.4325	7.8049	640	0.5894	0.7515	0.5894	0.7677
0.4325	7.8293	642	0.5831	0.7515	0.5831	0.7636
0.4325	7.8537	644	0.5821	0.7515	0.5821	0.7629
0.4325	7.8780	646	0.5751	0.7564	0.5751	0.7584
0.4325	7.9024	648	0.5661	0.7520	0.5661	0.7524
0.4325	7.9268	650	0.5644	0.7511	0.5644	0.7513
0.4325	7.9512	652	0.5664	0.7580	0.5664	0.7526
0.4325	7.9756	654	0.5670	0.7580	0.5670	0.7530
0.4325	8.0	656	0.5676	0.7466	0.5676	0.7534
0.4325	8.0244	658	0.5769	0.7607	0.5769	0.7595
0.4325	8.0488	660	0.6001	0.7336	0.6001	0.7747
0.4325	8.0732	662	0.6146	0.7251	0.6146	0.7840
0.4325	8.0976	664	0.6336	0.7076	0.6336	0.7960
0.4325	8.1220	666	0.6405	0.7076	0.6405	0.8003
0.4325	8.1463	668	0.6258	0.7245	0.6258	0.7911
0.4325	8.1707	670	0.6056	0.7336	0.6056	0.7782
0.4325	8.1951	672	0.6009	0.7336	0.6009	0.7752
0.4325	8.2195	674	0.6050	0.7336	0.6050	0.7778
0.4325	8.2439	676	0.6145	0.7352	0.6145	0.7839
0.4325	8.2683	678	0.6350	0.7102	0.6350	0.7969
0.4325	8.2927	680	0.6462	0.7033	0.6462	0.8038
0.4325	8.3171	682	0.6403	0.7102	0.6403	0.8002
0.4325	8.3415	684	0.6229	0.7352	0.6229	0.7892
0.4325	8.3659	686	0.6082	0.7293	0.6082	0.7799
0.4325	8.3902	688	0.5959	0.7379	0.5959	0.7719
0.4325	8.4146	690	0.5928	0.7589	0.5928	0.7700
0.4325	8.4390	692	0.5912	0.7589	0.5912	0.7689
0.4325	8.4634	694	0.5897	0.7589	0.5897	0.7679
0.4325	8.4878	696	0.5912	0.7589	0.5912	0.7689
0.4325	8.5122	698	0.5918	0.7589	0.5918	0.7693
0.4325	8.5366	700	0.5962	0.7546	0.5962	0.7721
0.4325	8.5610	702	0.6051	0.7460	0.6051	0.7779
0.4325	8.5854	704	0.6152	0.7278	0.6152	0.7844
0.4325	8.6098	706	0.6250	0.7373	0.6250	0.7905
0.4325	8.6341	708	0.6297	0.7367	0.6297	0.7935
0.4325	8.6585	710	0.6373	0.7340	0.6373	0.7983
0.4325	8.6829	712	0.6369	0.7340	0.6369	0.7981
0.4325	8.7073	714	0.6368	0.7340	0.6368	0.7980
0.4325	8.7317	716	0.6379	0.7378	0.6379	0.7987
0.4325	8.7561	718	0.6330	0.7340	0.6330	0.7956
0.4325	8.7805	720	0.6261	0.7303	0.6261	0.7913
0.4325	8.8049	722	0.6170	0.7346	0.6170	0.7855
0.4325	8.8293	724	0.6062	0.7330	0.6062	0.7786
0.4325	8.8537	726	0.6004	0.7315	0.6004	0.7748
0.4325	8.8780	728	0.5966	0.7358	0.5966	0.7724
0.4325	8.9024	730	0.5946	0.7342	0.5946	0.7711
0.4325	8.9268	732	0.5966	0.7342	0.5966	0.7724
0.4325	8.9512	734	0.5994	0.7320	0.5994	0.7742
0.4325	8.9756	736	0.6059	0.7293	0.6059	0.7784
0.4325	9.0	738	0.6163	0.7346	0.6163	0.7851
0.4325	9.0244	740	0.6194	0.7346	0.6194	0.7870
0.4325	9.0488	742	0.6218	0.7406	0.6218	0.7886
0.4325	9.0732	744	0.6171	0.7346	0.6171	0.7855
0.4325	9.0976	746	0.6112	0.7293	0.6112	0.7818
0.4325	9.1220	748	0.6067	0.7278	0.6067	0.7789
0.4325	9.1463	750	0.6027	0.7320	0.6027	0.7763
0.4325	9.1707	752	0.6017	0.7320	0.6017	0.7757
0.4325	9.1951	754	0.5993	0.7336	0.5993	0.7741
0.4325	9.2195	756	0.5955	0.7320	0.5955	0.7717
0.4325	9.2439	758	0.5923	0.7320	0.5923	0.7696
0.4325	9.2683	760	0.5924	0.7358	0.5924	0.7697
0.4325	9.2927	762	0.5938	0.7336	0.5938	0.7706
0.4325	9.3171	764	0.5962	0.7352	0.5962	0.7721
0.4325	9.3415	766	0.5964	0.7336	0.5964	0.7722
0.4325	9.3659	768	0.5963	0.7336	0.5963	0.7722
0.4325	9.3902	770	0.5942	0.7336	0.5942	0.7709
0.4325	9.4146	772	0.5908	0.7336	0.5908	0.7686
0.4325	9.4390	774	0.5871	0.7336	0.5871	0.7662
0.4325	9.4634	776	0.5847	0.7385	0.5847	0.7647
0.4325	9.4878	778	0.5839	0.7385	0.5839	0.7641
0.4325	9.5122	780	0.5823	0.7407	0.5823	0.7631
0.4325	9.5366	782	0.5819	0.7407	0.5819	0.7628
0.4325	9.5610	784	0.5815	0.7593	0.5815	0.7626
0.4325	9.5854	786	0.5822	0.7385	0.5822	0.7630
0.4325	9.6098	788	0.5826	0.7385	0.5826	0.7633
0.4325	9.6341	790	0.5824	0.7385	0.5824	0.7632
0.4325	9.6585	792	0.5821	0.7385	0.5821	0.7630
0.4325	9.6829	794	0.5809	0.7569	0.5809	0.7622
0.4325	9.7073	796	0.5798	0.7593	0.5798	0.7615
0.4325	9.7317	798	0.5798	0.7593	0.5798	0.7615
0.4325	9.7561	800	0.5803	0.7593	0.5803	0.7618
0.4325	9.7805	802	0.5804	0.7612	0.5804	0.7619
0.4325	9.8049	804	0.5807	0.7588	0.5807	0.7620
0.4325	9.8293	806	0.5807	0.7588	0.5807	0.7620
0.4325	9.8537	808	0.5813	0.7588	0.5813	0.7624
0.4325	9.8780	810	0.5818	0.7588	0.5818	0.7628
0.4325	9.9024	812	0.5827	0.7588	0.5827	0.7633
0.4325	9.9268	814	0.5834	0.7402	0.5834	0.7638
0.4325	9.9512	816	0.5839	0.7418	0.5839	0.7641
0.4325	9.9756	818	0.5840	0.7418	0.5840	0.7642
0.4325	10.0	820	0.5842	0.7418	0.5842	0.7643

Framework versions

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