ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k18_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: 0.5994
• Qwk: 0.7048
• Mse: 0.5994
• Rmse: 0.7742

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	0.0222	2	5.0825	-0.0095	5.0825	2.2544
No log	0.0444	4	3.0872	0.0317	3.0872	1.7570
No log	0.0667	6	1.9096	0.0756	1.9096	1.3819
No log	0.0889	8	1.5806	0.1199	1.5806	1.2572
No log	0.1111	10	1.4412	0.1785	1.4412	1.2005
No log	0.1333	12	1.3465	0.1693	1.3465	1.1604
No log	0.1556	14	1.3479	0.1205	1.3479	1.1610
No log	0.1778	16	1.5104	0.1119	1.5104	1.2290
No log	0.2	18	1.3797	0.1865	1.3797	1.1746
No log	0.2222	20	1.2060	0.4416	1.2060	1.0982
No log	0.2444	22	1.1649	0.4605	1.1649	1.0793
No log	0.2667	24	1.0001	0.5269	1.0001	1.0000
No log	0.2889	26	1.0582	0.5035	1.0582	1.0287
No log	0.3111	28	1.3394	0.4256	1.3394	1.1573
No log	0.3333	30	1.6733	0.3730	1.6733	1.2936
No log	0.3556	32	1.4998	0.3547	1.4998	1.2247
No log	0.3778	34	1.4125	0.3367	1.4125	1.1885
No log	0.4	36	1.4080	0.3888	1.4080	1.1866
No log	0.4222	38	1.6978	0.3239	1.6978	1.3030
No log	0.4444	40	1.8694	0.3060	1.8694	1.3673
No log	0.4667	42	1.8497	0.3101	1.8497	1.3600
No log	0.4889	44	1.2548	0.4621	1.2548	1.1202
No log	0.5111	46	0.8410	0.6287	0.8410	0.9171
No log	0.5333	48	0.7724	0.6929	0.7724	0.8789
No log	0.5556	50	0.5707	0.7487	0.5707	0.7555
No log	0.5778	52	0.5492	0.7593	0.5492	0.7411
No log	0.6	54	0.5597	0.7514	0.5597	0.7481
No log	0.6222	56	0.5583	0.7443	0.5583	0.7472
No log	0.6444	58	0.8377	0.6286	0.8377	0.9153
No log	0.6667	60	0.8690	0.6199	0.8690	0.9322
No log	0.6889	62	0.6016	0.7243	0.6016	0.7756
No log	0.7111	64	0.5419	0.7377	0.5419	0.7362
No log	0.7333	66	0.5486	0.7338	0.5486	0.7407
No log	0.7556	68	0.5971	0.6755	0.5971	0.7727
No log	0.7778	70	0.5583	0.7061	0.5583	0.7472
No log	0.8	72	0.8571	0.5849	0.8571	0.9258
No log	0.8222	74	1.0701	0.5418	1.0701	1.0344
No log	0.8444	76	1.3919	0.4110	1.3919	1.1798
No log	0.8667	78	1.1887	0.5069	1.1887	1.0903
No log	0.8889	80	1.1135	0.5140	1.1135	1.0552
No log	0.9111	82	0.8609	0.6213	0.8609	0.9278
No log	0.9333	84	0.6006	0.6808	0.6006	0.7750
No log	0.9556	86	0.6238	0.7392	0.6238	0.7898
No log	0.9778	88	0.6461	0.6952	0.6461	0.8038
No log	1.0	90	0.6725	0.7008	0.6725	0.8201
No log	1.0222	92	0.6628	0.7370	0.6628	0.8141
No log	1.0444	94	0.6740	0.7460	0.6740	0.8210
No log	1.0667	96	0.7116	0.7324	0.7116	0.8436
No log	1.0889	98	0.7080	0.7147	0.7080	0.8414
No log	1.1111	100	0.6716	0.7063	0.6716	0.8195
No log	1.1333	102	0.7368	0.6718	0.7368	0.8583
No log	1.1556	104	0.7394	0.6678	0.7394	0.8599
No log	1.1778	106	0.7883	0.6358	0.7883	0.8878
No log	1.2	108	0.7145	0.6868	0.7145	0.8453
No log	1.2222	110	0.6767	0.6950	0.6767	0.8226
No log	1.2444	112	0.6730	0.7061	0.6730	0.8204
No log	1.2667	114	0.6829	0.7008	0.6829	0.8264
No log	1.2889	116	0.6988	0.7022	0.6988	0.8359
No log	1.3111	118	0.7633	0.6795	0.7633	0.8737
No log	1.3333	120	0.7470	0.6673	0.7470	0.8643
No log	1.3556	122	0.7672	0.6739	0.7672	0.8759
No log	1.3778	124	0.8752	0.6325	0.8752	0.9355
No log	1.4	126	0.8153	0.6775	0.8153	0.9029
No log	1.4222	128	0.7214	0.7147	0.7214	0.8494
No log	1.4444	130	0.7732	0.6979	0.7732	0.8793
No log	1.4667	132	0.9405	0.6434	0.9405	0.9698
No log	1.4889	134	0.8967	0.6475	0.8967	0.9470
No log	1.5111	136	0.7911	0.7099	0.7911	0.8894
No log	1.5333	138	0.9194	0.6382	0.9194	0.9589
No log	1.5556	140	0.8945	0.6163	0.8945	0.9458
No log	1.5778	142	0.7361	0.6682	0.7361	0.8579
No log	1.6	144	0.7257	0.7173	0.7257	0.8519
No log	1.6222	146	0.6867	0.7203	0.6867	0.8287
No log	1.6444	148	0.6251	0.6965	0.6251	0.7906
No log	1.6667	150	0.7237	0.6986	0.7237	0.8507
No log	1.6889	152	0.7949	0.6274	0.7949	0.8916
No log	1.7111	154	0.7680	0.6694	0.7680	0.8764
No log	1.7333	156	0.5984	0.6910	0.5984	0.7735
No log	1.7556	158	0.5821	0.7691	0.5821	0.7629
No log	1.7778	160	0.7212	0.7395	0.7212	0.8492
No log	1.8	162	0.7545	0.7304	0.7545	0.8686
No log	1.8222	164	0.6662	0.7534	0.6662	0.8162
No log	1.8444	166	0.6541	0.7341	0.6541	0.8088
No log	1.8667	168	0.6429	0.7371	0.6429	0.8018
No log	1.8889	170	0.6664	0.7513	0.6664	0.8163
No log	1.9111	172	0.8518	0.6671	0.8518	0.9229
No log	1.9333	174	0.8150	0.6730	0.8150	0.9028
No log	1.9556	176	0.6497	0.7256	0.6497	0.8060
No log	1.9778	178	0.6826	0.6841	0.6826	0.8262
No log	2.0	180	0.9950	0.5841	0.9950	0.9975
No log	2.0222	182	1.0649	0.5686	1.0649	1.0319
No log	2.0444	184	0.8662	0.6491	0.8662	0.9307
No log	2.0667	186	0.6846	0.6781	0.6846	0.8274
No log	2.0889	188	0.6361	0.7156	0.6361	0.7976
No log	2.1111	190	0.6218	0.7103	0.6218	0.7885
No log	2.1333	192	0.6515	0.6874	0.6515	0.8072
No log	2.1556	194	0.6900	0.6952	0.6900	0.8307
No log	2.1778	196	0.8106	0.6741	0.8106	0.9003
No log	2.2	198	0.8073	0.6796	0.8073	0.8985
No log	2.2222	200	0.6518	0.6702	0.6518	0.8073
No log	2.2444	202	0.6065	0.7267	0.6065	0.7788
No log	2.2667	204	0.6364	0.7250	0.6364	0.7977
No log	2.2889	206	0.6312	0.7155	0.6312	0.7945
No log	2.3111	208	0.6314	0.7196	0.6314	0.7946
No log	2.3333	210	0.6310	0.7205	0.6310	0.7943
No log	2.3556	212	0.6661	0.7111	0.6661	0.8162
No log	2.3778	214	0.6370	0.6897	0.6370	0.7981
No log	2.4	216	0.5932	0.7135	0.5932	0.7702
No log	2.4222	218	0.6437	0.7341	0.6437	0.8023
No log	2.4444	220	0.6834	0.7344	0.6834	0.8267
No log	2.4667	222	0.6177	0.7181	0.6177	0.7859
No log	2.4889	224	0.5842	0.7122	0.5842	0.7643
No log	2.5111	226	0.7000	0.6768	0.7000	0.8366
No log	2.5333	228	0.8265	0.6483	0.8265	0.9091
No log	2.5556	230	0.8337	0.6530	0.8337	0.9131
No log	2.5778	232	0.6872	0.6797	0.6872	0.8290
No log	2.6	234	0.5795	0.6817	0.5795	0.7612
No log	2.6222	236	0.5733	0.7324	0.5733	0.7572
No log	2.6444	238	0.5849	0.7231	0.5849	0.7648
No log	2.6667	240	0.6023	0.7350	0.6023	0.7761
No log	2.6889	242	0.6240	0.7525	0.6240	0.7899
No log	2.7111	244	0.6307	0.7416	0.6307	0.7942
No log	2.7333	246	0.6609	0.7187	0.6609	0.8130
No log	2.7556	248	0.6753	0.7028	0.6753	0.8218
No log	2.7778	250	0.6236	0.7123	0.6236	0.7897
No log	2.8	252	0.6163	0.6924	0.6163	0.7850
No log	2.8222	254	0.6015	0.7103	0.6015	0.7756
No log	2.8444	256	0.5738	0.7229	0.5738	0.7575
No log	2.8667	258	0.5712	0.7229	0.5712	0.7557
No log	2.8889	260	0.6053	0.7185	0.6053	0.7780
No log	2.9111	262	0.6067	0.7128	0.6067	0.7789
No log	2.9333	264	0.5712	0.7221	0.5712	0.7558
No log	2.9556	266	0.5675	0.7684	0.5675	0.7533
No log	2.9778	268	0.5738	0.7666	0.5738	0.7575
No log	3.0	270	0.5690	0.7593	0.5690	0.7543
No log	3.0222	272	0.5820	0.7243	0.5820	0.7629
No log	3.0444	274	0.5980	0.6969	0.5980	0.7733
No log	3.0667	276	0.6063	0.7037	0.6063	0.7786
No log	3.0889	278	0.5827	0.7019	0.5827	0.7634
No log	3.1111	280	0.5814	0.7122	0.5814	0.7625
No log	3.1333	282	0.6010	0.7021	0.6010	0.7753
No log	3.1556	284	0.7170	0.6789	0.7170	0.8468
No log	3.1778	286	0.9679	0.5966	0.9679	0.9838
No log	3.2	288	1.0053	0.5805	1.0053	1.0026
No log	3.2222	290	0.8214	0.6364	0.8214	0.9063
No log	3.2444	292	0.6267	0.7174	0.6267	0.7916
No log	3.2667	294	0.5834	0.7281	0.5834	0.7638
No log	3.2889	296	0.5837	0.7376	0.5837	0.7640
No log	3.3111	298	0.5820	0.7477	0.5820	0.7629
No log	3.3333	300	0.5827	0.7320	0.5827	0.7633
No log	3.3556	302	0.5864	0.7407	0.5864	0.7657
No log	3.3778	304	0.5761	0.7236	0.5761	0.7590
No log	3.4	306	0.5799	0.7265	0.5799	0.7615
No log	3.4222	308	0.5911	0.7278	0.5911	0.7688
No log	3.4444	310	0.6039	0.7289	0.6039	0.7771
No log	3.4667	312	0.6154	0.7316	0.6154	0.7845
No log	3.4889	314	0.5999	0.7445	0.5999	0.7745
No log	3.5111	316	0.5938	0.7600	0.5938	0.7706
No log	3.5333	318	0.6002	0.7362	0.6002	0.7747
No log	3.5556	320	0.6235	0.7294	0.6235	0.7896
No log	3.5778	322	0.5961	0.7294	0.5961	0.7721
No log	3.6	324	0.5656	0.7427	0.5656	0.7521
No log	3.6222	326	0.5427	0.7387	0.5427	0.7367
No log	3.6444	328	0.5699	0.7344	0.5699	0.7549
No log	3.6667	330	0.6409	0.7112	0.6409	0.8005
No log	3.6889	332	0.6258	0.7065	0.6258	0.7911
No log	3.7111	334	0.5622	0.7337	0.5622	0.7498
No log	3.7333	336	0.5663	0.7273	0.5663	0.7525
No log	3.7556	338	0.6297	0.7288	0.6297	0.7935
No log	3.7778	340	0.6342	0.7231	0.6342	0.7964
No log	3.8	342	0.5936	0.7305	0.5936	0.7705
No log	3.8222	344	0.6029	0.6870	0.6029	0.7765
No log	3.8444	346	0.7150	0.6927	0.7150	0.8456
No log	3.8667	348	0.7786	0.6677	0.7786	0.8824
No log	3.8889	350	0.7337	0.6850	0.7337	0.8566
No log	3.9111	352	0.6628	0.7154	0.6628	0.8141
No log	3.9333	354	0.6223	0.7250	0.6223	0.7889
No log	3.9556	356	0.5663	0.7302	0.5663	0.7525
No log	3.9778	358	0.5544	0.7349	0.5544	0.7446
No log	4.0	360	0.5490	0.7349	0.5490	0.7409
No log	4.0222	362	0.5463	0.7349	0.5463	0.7391
No log	4.0444	364	0.5485	0.7542	0.5485	0.7406
No log	4.0667	366	0.5504	0.7467	0.5504	0.7419
No log	4.0889	368	0.5549	0.7430	0.5549	0.7449
No log	4.1111	370	0.5478	0.7514	0.5478	0.7401
No log	4.1333	372	0.5368	0.7323	0.5368	0.7327
No log	4.1556	374	0.5543	0.7018	0.5543	0.7445
No log	4.1778	376	0.5544	0.6949	0.5544	0.7446
No log	4.2	378	0.5388	0.7153	0.5388	0.7340
No log	4.2222	380	0.5325	0.7571	0.5325	0.7297
No log	4.2444	382	0.5642	0.7447	0.5642	0.7511
No log	4.2667	384	0.6344	0.7213	0.6344	0.7965
No log	4.2889	386	0.6813	0.7196	0.6813	0.8254
No log	4.3111	388	0.6407	0.7243	0.6407	0.8004
No log	4.3333	390	0.5642	0.7432	0.5642	0.7512
No log	4.3556	392	0.5624	0.7497	0.5624	0.7499
No log	4.3778	394	0.6448	0.6939	0.6448	0.8030
No log	4.4	396	0.6534	0.6939	0.6534	0.8083
No log	4.4222	398	0.5999	0.7245	0.5999	0.7745
No log	4.4444	400	0.5483	0.7580	0.5483	0.7405
No log	4.4667	402	0.5533	0.7514	0.5533	0.7438
No log	4.4889	404	0.5999	0.7230	0.5999	0.7745
No log	4.5111	406	0.6848	0.6871	0.6848	0.8276
No log	4.5333	408	0.6854	0.6782	0.6854	0.8279
No log	4.5556	410	0.6373	0.6936	0.6373	0.7983
No log	4.5778	412	0.5839	0.7420	0.5839	0.7642
No log	4.6	414	0.5670	0.7505	0.5670	0.7530
No log	4.6222	416	0.5640	0.7572	0.5640	0.7510
No log	4.6444	418	0.5678	0.7425	0.5678	0.7535
No log	4.6667	420	0.5950	0.7148	0.5950	0.7714
No log	4.6889	422	0.6010	0.7148	0.6010	0.7752
No log	4.7111	424	0.5889	0.7188	0.5889	0.7674
No log	4.7333	426	0.5654	0.7371	0.5654	0.7519
No log	4.7556	428	0.5608	0.7530	0.5608	0.7488
No log	4.7778	430	0.5678	0.7488	0.5678	0.7535
No log	4.8	432	0.5701	0.7488	0.5701	0.7550
No log	4.8222	434	0.5769	0.7676	0.5769	0.7596
No log	4.8444	436	0.5971	0.7629	0.5971	0.7727
No log	4.8667	438	0.6207	0.7153	0.6207	0.7878
No log	4.8889	440	0.6525	0.7185	0.6525	0.8078
No log	4.9111	442	0.7415	0.7064	0.7415	0.8611
No log	4.9333	444	0.8519	0.6748	0.8519	0.9230
No log	4.9556	446	0.8456	0.6748	0.8456	0.9196
No log	4.9778	448	0.7642	0.7164	0.7642	0.8742
No log	5.0	450	0.6502	0.7175	0.6502	0.8063
No log	5.0222	452	0.5919	0.7195	0.5919	0.7693
No log	5.0444	454	0.5709	0.7768	0.5709	0.7556
No log	5.0667	456	0.5700	0.7678	0.5700	0.7550
No log	5.0889	458	0.5610	0.7553	0.5610	0.7490
No log	5.1111	460	0.5566	0.7436	0.5566	0.7460
No log	5.1333	462	0.5870	0.7189	0.5870	0.7661
No log	5.1556	464	0.6369	0.7059	0.6369	0.7981
No log	5.1778	466	0.6798	0.7149	0.6798	0.8245
No log	5.2	468	0.6556	0.7109	0.6556	0.8097
No log	5.2222	470	0.5986	0.7302	0.5986	0.7737
No log	5.2444	472	0.5650	0.7416	0.5650	0.7516
No log	5.2667	474	0.5603	0.7322	0.5603	0.7485
No log	5.2889	476	0.5582	0.7435	0.5582	0.7471
No log	5.3111	478	0.5556	0.7339	0.5556	0.7454
No log	5.3333	480	0.5539	0.7484	0.5539	0.7442
No log	5.3556	482	0.5627	0.7514	0.5627	0.7502
No log	5.3778	484	0.5862	0.7152	0.5862	0.7656
No log	5.4	486	0.5886	0.7138	0.5886	0.7672
No log	5.4222	488	0.5830	0.7173	0.5830	0.7635
No log	5.4444	490	0.5757	0.7173	0.5757	0.7588
No log	5.4667	492	0.5676	0.7289	0.5676	0.7534
No log	5.4889	494	0.5732	0.7245	0.5732	0.7571
No log	5.5111	496	0.5670	0.7326	0.5670	0.7530
No log	5.5333	498	0.5584	0.7661	0.5584	0.7473
0.3921	5.5556	500	0.5611	0.7661	0.5611	0.7491
0.3921	5.5778	502	0.5667	0.7703	0.5667	0.7528
0.3921	5.6	504	0.5883	0.7474	0.5883	0.7670
0.3921	5.6222	506	0.6047	0.7430	0.6047	0.7777
0.3921	5.6444	508	0.6056	0.7439	0.6056	0.7782
0.3921	5.6667	510	0.6175	0.7439	0.6175	0.7858
0.3921	5.6889	512	0.6357	0.7133	0.6357	0.7973
0.3921	5.7111	514	0.6509	0.7016	0.6509	0.8068
0.3921	5.7333	516	0.6314	0.6994	0.6314	0.7946
0.3921	5.7556	518	0.6304	0.7061	0.6304	0.7940
0.3921	5.7778	520	0.6137	0.7326	0.6137	0.7834
0.3921	5.8	522	0.5902	0.7585	0.5902	0.7682
0.3921	5.8222	524	0.5889	0.7630	0.5889	0.7674
0.3921	5.8444	526	0.5905	0.7439	0.5905	0.7684
0.3921	5.8667	528	0.5886	0.75	0.5886	0.7672
0.3921	5.8889	530	0.5777	0.7686	0.5777	0.7601
0.3921	5.9111	532	0.5780	0.7413	0.5780	0.7602
0.3921	5.9333	534	0.6154	0.7085	0.6154	0.7845
0.3921	5.9556	536	0.6301	0.7053	0.6301	0.7938
0.3921	5.9778	538	0.6091	0.6994	0.6091	0.7805
0.3921	6.0	540	0.5755	0.7233	0.5755	0.7586
0.3921	6.0222	542	0.5580	0.7316	0.5580	0.7470
0.3921	6.0444	544	0.5636	0.7403	0.5636	0.7507
0.3921	6.0667	546	0.5780	0.7385	0.5780	0.7602
0.3921	6.0889	548	0.5768	0.7355	0.5768	0.7594
0.3921	6.1111	550	0.5755	0.7150	0.5755	0.7586
0.3921	6.1333	552	0.5650	0.7203	0.5650	0.7517
0.3921	6.1556	554	0.5647	0.7200	0.5647	0.7515
0.3921	6.1778	556	0.5758	0.7200	0.5758	0.7588
0.3921	6.2	558	0.5765	0.7283	0.5765	0.7593
0.3921	6.2222	560	0.5774	0.7477	0.5774	0.7599
0.3921	6.2444	562	0.5880	0.7515	0.5880	0.7668
0.3921	6.2667	564	0.5973	0.7450	0.5973	0.7728
0.3921	6.2889	566	0.5959	0.7484	0.5959	0.7719
0.3921	6.3111	568	0.5949	0.7423	0.5949	0.7713
0.3921	6.3333	570	0.6230	0.7044	0.6230	0.7893
0.3921	6.3556	572	0.6617	0.7175	0.6617	0.8134
0.3921	6.3778	574	0.6987	0.7070	0.6987	0.8359
0.3921	6.4	576	0.6858	0.7083	0.6858	0.8281
0.3921	6.4222	578	0.6506	0.7089	0.6506	0.8066
0.3921	6.4444	580	0.6084	0.7007	0.6084	0.7800
0.3921	6.4667	582	0.5844	0.7179	0.5844	0.7645
0.3921	6.4889	584	0.5708	0.7316	0.5708	0.7555
0.3921	6.5111	586	0.5709	0.7451	0.5709	0.7556
0.3921	6.5333	588	0.5747	0.7300	0.5747	0.7581
0.3921	6.5556	590	0.5842	0.7392	0.5842	0.7643
0.3921	6.5778	592	0.5891	0.7376	0.5891	0.7675
0.3921	6.6	594	0.5988	0.7252	0.5988	0.7738
0.3921	6.6222	596	0.6000	0.7252	0.6000	0.7746
0.3921	6.6444	598	0.5968	0.7354	0.5968	0.7725
0.3921	6.6667	600	0.6015	0.7267	0.6015	0.7755
0.3921	6.6889	602	0.5964	0.7305	0.5964	0.7723
0.3921	6.7111	604	0.5885	0.7409	0.5885	0.7671
0.3921	6.7333	606	0.5756	0.7416	0.5756	0.7587
0.3921	6.7556	608	0.5686	0.7019	0.5686	0.7540
0.3921	6.7778	610	0.5763	0.7091	0.5763	0.7591
0.3921	6.8	612	0.5743	0.7069	0.5743	0.7578
0.3921	6.8222	614	0.5637	0.7156	0.5637	0.7508
0.3921	6.8444	616	0.5596	0.7198	0.5596	0.7481
0.3921	6.8667	618	0.5593	0.7345	0.5593	0.7479
0.3921	6.8889	620	0.5604	0.7316	0.5604	0.7486
0.3921	6.9111	622	0.5659	0.7231	0.5659	0.7522
0.3921	6.9333	624	0.5726	0.7194	0.5726	0.7567
0.3921	6.9556	626	0.5801	0.7283	0.5801	0.7617
0.3921	6.9778	628	0.5796	0.7311	0.5796	0.7613
0.3921	7.0	630	0.5831	0.7353	0.5831	0.7636
0.3921	7.0222	632	0.5854	0.7385	0.5854	0.7651
0.3921	7.0444	634	0.5914	0.7385	0.5914	0.7690
0.3921	7.0667	636	0.5968	0.7379	0.5968	0.7725
0.3921	7.0889	638	0.6109	0.7199	0.6109	0.7816
0.3921	7.1111	640	0.6251	0.7171	0.6251	0.7907
0.3921	7.1333	642	0.6191	0.7213	0.6191	0.7868
0.3921	7.1556	644	0.6069	0.7213	0.6069	0.7791
0.3921	7.1778	646	0.5852	0.7295	0.5852	0.7650
0.3921	7.2	648	0.5704	0.7204	0.5704	0.7552
0.3921	7.2222	650	0.5644	0.7269	0.5644	0.7513
0.3921	7.2444	652	0.5620	0.7312	0.5620	0.7497
0.3921	7.2667	654	0.5594	0.7126	0.5594	0.7479
0.3921	7.2889	656	0.5588	0.7290	0.5588	0.7475
0.3921	7.3111	658	0.5574	0.7250	0.5574	0.7466
0.3921	7.3333	660	0.5565	0.7250	0.5565	0.7460
0.3921	7.3556	662	0.5547	0.7290	0.5547	0.7447
0.3921	7.3778	664	0.5567	0.7433	0.5567	0.7461
0.3921	7.4	666	0.5603	0.7426	0.5603	0.7485
0.3921	7.4222	668	0.5665	0.7516	0.5665	0.7527
0.3921	7.4444	670	0.5713	0.7583	0.5713	0.7558
0.3921	7.4667	672	0.5773	0.7589	0.5773	0.7598
0.3921	7.4889	674	0.5836	0.7630	0.5836	0.7639
0.3921	7.5111	676	0.5888	0.7589	0.5888	0.7673
0.3921	7.5333	678	0.5921	0.7425	0.5921	0.7695
0.3921	7.5556	680	0.5915	0.7416	0.5915	0.7691
0.3921	7.5778	682	0.5862	0.7516	0.5862	0.7657
0.3921	7.6	684	0.5801	0.7516	0.5801	0.7617
0.3921	7.6222	686	0.5750	0.7618	0.5750	0.7583
0.3921	7.6444	688	0.5676	0.7585	0.5676	0.7534
0.3921	7.6667	690	0.5639	0.7528	0.5639	0.7509
0.3921	7.6889	692	0.5691	0.7308	0.5691	0.7544
0.3921	7.7111	694	0.5698	0.7247	0.5698	0.7548
0.3921	7.7333	696	0.5621	0.7402	0.5621	0.7497
0.3921	7.7556	698	0.5532	0.7411	0.5532	0.7438
0.3921	7.7778	700	0.5548	0.7479	0.5548	0.7448
0.3921	7.8	702	0.5635	0.7380	0.5635	0.7507
0.3921	7.8222	704	0.5640	0.7277	0.5640	0.7510
0.3921	7.8444	706	0.5613	0.7293	0.5613	0.7492
0.3921	7.8667	708	0.5561	0.7441	0.5561	0.7457
0.3921	7.8889	710	0.5514	0.7392	0.5514	0.7426
0.3921	7.9111	712	0.5470	0.7551	0.5470	0.7396
0.3921	7.9333	714	0.5488	0.7290	0.5488	0.7408
0.3921	7.9556	716	0.5521	0.7228	0.5521	0.7430
0.3921	7.9778	718	0.5557	0.7228	0.5557	0.7455
0.3921	8.0	720	0.5598	0.7493	0.5598	0.7482
0.3921	8.0222	722	0.5639	0.7533	0.5639	0.7510
0.3921	8.0444	724	0.5683	0.7585	0.5683	0.7539
0.3921	8.0667	726	0.5754	0.7311	0.5754	0.7585
0.3921	8.0889	728	0.5845	0.7268	0.5845	0.7645
0.3921	8.1111	730	0.5915	0.7268	0.5915	0.7691
0.3921	8.1333	732	0.5937	0.7347	0.5937	0.7705
0.3921	8.1556	734	0.5956	0.7268	0.5956	0.7717
0.3921	8.1778	736	0.5975	0.7253	0.5975	0.7730
0.3921	8.2	738	0.5912	0.7337	0.5912	0.7689
0.3921	8.2222	740	0.5880	0.7337	0.5880	0.7668
0.3921	8.2444	742	0.5848	0.7337	0.5848	0.7647
0.3921	8.2667	744	0.5852	0.7295	0.5852	0.7650
0.3921	8.2889	746	0.5897	0.7268	0.5897	0.7679
0.3921	8.3111	748	0.5996	0.7090	0.5996	0.7743
0.3921	8.3333	750	0.6094	0.7107	0.6094	0.7806
0.3921	8.3556	752	0.6204	0.7139	0.6204	0.7876
0.3921	8.3778	754	0.6196	0.7033	0.6196	0.7871
0.3921	8.4	756	0.6123	0.7075	0.6123	0.7825
0.3921	8.4222	758	0.6006	0.7048	0.6006	0.7750
0.3921	8.4444	760	0.5924	0.7090	0.5924	0.7697
0.3921	8.4667	762	0.5915	0.7090	0.5915	0.7691
0.3921	8.4889	764	0.5967	0.7090	0.5967	0.7725
0.3921	8.5111	766	0.6116	0.7107	0.6116	0.7820
0.3921	8.5333	768	0.6348	0.7126	0.6348	0.7968
0.3921	8.5556	770	0.6440	0.7107	0.6440	0.8025
0.3921	8.5778	772	0.6381	0.7107	0.6381	0.7988
0.3921	8.6	774	0.6229	0.7154	0.6229	0.7893
0.3921	8.6222	776	0.6135	0.7177	0.6135	0.7832
0.3921	8.6444	778	0.6111	0.7177	0.6111	0.7817
0.3921	8.6667	780	0.6030	0.7119	0.6030	0.7765
0.3921	8.6889	782	0.5961	0.7295	0.5961	0.7721
0.3921	8.7111	784	0.5917	0.7311	0.5917	0.7692
0.3921	8.7333	786	0.5874	0.7311	0.5874	0.7664
0.3921	8.7556	788	0.5845	0.7268	0.5845	0.7645
0.3921	8.7778	790	0.5799	0.7268	0.5799	0.7615
0.3921	8.8	792	0.5781	0.7268	0.5781	0.7603
0.3921	8.8222	794	0.5757	0.7268	0.5757	0.7587
0.3921	8.8444	796	0.5768	0.7268	0.5768	0.7595
0.3921	8.8667	798	0.5820	0.7268	0.5820	0.7629
0.3921	8.8889	800	0.5893	0.7268	0.5893	0.7676
0.3921	8.9111	802	0.5951	0.7268	0.5951	0.7714
0.3921	8.9333	804	0.6026	0.7226	0.6026	0.7763
0.3921	8.9556	806	0.6079	0.7205	0.6079	0.7797
0.3921	8.9778	808	0.6125	0.7087	0.6125	0.7826
0.3921	9.0	810	0.6178	0.7087	0.6178	0.7860
0.3921	9.0222	812	0.6207	0.7045	0.6207	0.7879
0.3921	9.0444	814	0.6210	0.7045	0.6210	0.7880
0.3921	9.0667	816	0.6210	0.7045	0.6210	0.7880
0.3921	9.0889	818	0.6146	0.7045	0.6146	0.7840
0.3921	9.1111	820	0.6088	0.7226	0.6088	0.7802
0.3921	9.1333	822	0.6022	0.7226	0.6022	0.7760
0.3921	9.1556	824	0.5956	0.7226	0.5956	0.7718
0.3921	9.1778	826	0.5938	0.7226	0.5938	0.7706
0.3921	9.2	828	0.5924	0.7226	0.5924	0.7696
0.3921	9.2222	830	0.5877	0.7268	0.5877	0.7666
0.3921	9.2444	832	0.5800	0.7268	0.5800	0.7616
0.3921	9.2667	834	0.5745	0.7311	0.5745	0.7580
0.3921	9.2889	836	0.5713	0.7311	0.5713	0.7559
0.3921	9.3111	838	0.5700	0.7311	0.5700	0.7550
0.3921	9.3333	840	0.5699	0.7311	0.5699	0.7549
0.3921	9.3556	842	0.5692	0.7311	0.5692	0.7544
0.3921	9.3778	844	0.5681	0.7311	0.5681	0.7537
0.3921	9.4	846	0.5684	0.7311	0.5684	0.7539
0.3921	9.4222	848	0.5682	0.7369	0.5682	0.7538
0.3921	9.4444	850	0.5684	0.7369	0.5684	0.7539
0.3921	9.4667	852	0.5699	0.7369	0.5699	0.7549
0.3921	9.4889	854	0.5715	0.7268	0.5715	0.7560
0.3921	9.5111	856	0.5746	0.7268	0.5746	0.7581
0.3921	9.5333	858	0.5781	0.7268	0.5781	0.7603
0.3921	9.5556	860	0.5803	0.7268	0.5803	0.7618
0.3921	9.5778	862	0.5837	0.7268	0.5837	0.7640
0.3921	9.6	864	0.5868	0.7226	0.5868	0.7660
0.3921	9.6222	866	0.5898	0.7183	0.5898	0.7680
0.3921	9.6444	868	0.5925	0.7183	0.5925	0.7697
0.3921	9.6667	870	0.5959	0.7183	0.5959	0.7720
0.3921	9.6889	872	0.5975	0.7183	0.5975	0.7730
0.3921	9.7111	874	0.5974	0.7183	0.5974	0.7729
0.3921	9.7333	876	0.5965	0.7183	0.5965	0.7724
0.3921	9.7556	878	0.5964	0.7183	0.5964	0.7723
0.3921	9.7778	880	0.5962	0.7183	0.5962	0.7721
0.3921	9.8	882	0.5962	0.7183	0.5962	0.7722
0.3921	9.8222	884	0.5974	0.7183	0.5974	0.7729
0.3921	9.8444	886	0.5985	0.7183	0.5985	0.7736
0.3921	9.8667	888	0.5998	0.7005	0.5998	0.7745
0.3921	9.8889	890	0.6004	0.7005	0.6004	0.7748
0.3921	9.9111	892	0.6003	0.7005	0.6003	0.7748
0.3921	9.9333	894	0.5998	0.7048	0.5998	0.7745
0.3921	9.9556	896	0.5995	0.7048	0.5995	0.7743
0.3921	9.9778	898	0.5994	0.7048	0.5994	0.7742
0.3921	10.0	900	0.5994	0.7048	0.5994	0.7742

Framework versions

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