ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k16_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: 0.6218
• Qwk: 0.7373
• Mse: 0.6218
• Rmse: 0.7886

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	5.2609	-0.0125	5.2609	2.2937
No log	0.0444	4	3.0737	0.0867	3.0737	1.7532
No log	0.0667	6	2.0067	0.0962	2.0067	1.4166
No log	0.0889	8	1.5679	0.0872	1.5679	1.2522
No log	0.1111	10	1.2830	0.2430	1.2830	1.1327
No log	0.1333	12	1.1790	0.2430	1.1790	1.0858
No log	0.1556	14	1.2439	0.2010	1.2439	1.1153
No log	0.1778	16	1.4152	0.0657	1.4152	1.1896
No log	0.2	18	2.0946	0.0211	2.0946	1.4473
No log	0.2222	20	1.9777	0.0410	1.9777	1.4063
No log	0.2444	22	2.0520	0.0696	2.0520	1.4325
No log	0.2667	24	1.4539	0.2022	1.4539	1.2058
No log	0.2889	26	1.0784	0.4123	1.0784	1.0385
No log	0.3111	28	1.0232	0.4669	1.0232	1.0115
No log	0.3333	30	1.0128	0.4916	1.0128	1.0064
No log	0.3556	32	0.9719	0.5278	0.9719	0.9858
No log	0.3778	34	1.1554	0.4841	1.1554	1.0749
No log	0.4	36	1.6461	0.3700	1.6461	1.2830
No log	0.4222	38	1.7049	0.3626	1.7049	1.3057
No log	0.4444	40	1.5628	0.3964	1.5628	1.2501
No log	0.4667	42	1.2977	0.4645	1.2977	1.1392
No log	0.4889	44	1.4235	0.4356	1.4235	1.1931
No log	0.5111	46	1.4351	0.4367	1.4351	1.1979
No log	0.5333	48	1.2004	0.5196	1.2004	1.0956
No log	0.5556	50	1.2608	0.4931	1.2608	1.1229
No log	0.5778	52	1.3467	0.4871	1.3467	1.1605
No log	0.6	54	1.0071	0.5535	1.0071	1.0035
No log	0.6222	56	0.9056	0.5692	0.9056	0.9516
No log	0.6444	58	0.9241	0.5597	0.9241	0.9613
No log	0.6667	60	0.7603	0.6915	0.7603	0.8720
No log	0.6889	62	0.6038	0.7399	0.6038	0.7771
No log	0.7111	64	0.6018	0.7373	0.6018	0.7757
No log	0.7333	66	0.6979	0.7084	0.6979	0.8354
No log	0.7556	68	0.6787	0.7112	0.6787	0.8238
No log	0.7778	70	0.6677	0.7281	0.6677	0.8171
No log	0.8	72	1.4071	0.4646	1.4071	1.1862
No log	0.8222	74	1.4623	0.4399	1.4623	1.2093
No log	0.8444	76	0.8411	0.5961	0.8411	0.9171
No log	0.8667	78	0.6121	0.7370	0.6121	0.7824
No log	0.8889	80	0.6392	0.7261	0.6392	0.7995
No log	0.9111	82	0.6032	0.7512	0.6032	0.7767
No log	0.9333	84	0.6728	0.7055	0.6728	0.8202
No log	0.9556	86	0.7100	0.6860	0.7100	0.8426
No log	0.9778	88	0.6668	0.7184	0.6668	0.8166
No log	1.0	90	0.7459	0.6779	0.7459	0.8637
No log	1.0222	92	0.8901	0.6447	0.8901	0.9435
No log	1.0444	94	0.8579	0.6596	0.8579	0.9262
No log	1.0667	96	1.0319	0.6033	1.0319	1.0158
No log	1.0889	98	1.1877	0.5523	1.1877	1.0898
No log	1.1111	100	1.0014	0.6253	1.0014	1.0007
No log	1.1333	102	0.7496	0.7083	0.7496	0.8658
No log	1.1556	104	0.6910	0.7055	0.6910	0.8312
No log	1.1778	106	0.6241	0.74	0.6241	0.7900
No log	1.2	108	0.6512	0.7320	0.6512	0.8070
No log	1.2222	110	0.6200	0.7308	0.6200	0.7874
No log	1.2444	112	0.7118	0.6913	0.7118	0.8437
No log	1.2667	114	0.7083	0.6925	0.7083	0.8416
No log	1.2889	116	0.6486	0.7048	0.6486	0.8054
No log	1.3111	118	0.6285	0.7265	0.6285	0.7928
No log	1.3333	120	0.8390	0.6995	0.8390	0.9160
No log	1.3556	122	0.7938	0.7127	0.7938	0.8910
No log	1.3778	124	0.5974	0.7537	0.5974	0.7729
No log	1.4	126	0.7046	0.6855	0.7046	0.8394
No log	1.4222	128	0.6412	0.6896	0.6412	0.8008
No log	1.4444	130	0.6299	0.7290	0.6299	0.7937
No log	1.4667	132	0.6831	0.7090	0.6831	0.8265
No log	1.4889	134	0.5937	0.7495	0.5937	0.7705
No log	1.5111	136	0.6436	0.6846	0.6436	0.8022
No log	1.5333	138	0.7124	0.6635	0.7124	0.8441
No log	1.5556	140	0.6047	0.7082	0.6047	0.7777
No log	1.5778	142	0.5941	0.7154	0.5941	0.7708
No log	1.6	144	0.5760	0.7263	0.5760	0.7590
No log	1.6222	146	0.5691	0.7312	0.5691	0.7544
No log	1.6444	148	0.5945	0.7326	0.5945	0.7711
No log	1.6667	150	0.5990	0.7250	0.5990	0.7740
No log	1.6889	152	0.6671	0.6655	0.6671	0.8168
No log	1.7111	154	0.6409	0.7067	0.6409	0.8006
No log	1.7333	156	0.5999	0.7371	0.5999	0.7745
No log	1.7556	158	0.6122	0.7242	0.6122	0.7824
No log	1.7778	160	0.6248	0.7268	0.6248	0.7904
No log	1.8	162	0.6337	0.7383	0.6337	0.7960
No log	1.8222	164	0.6865	0.7346	0.6865	0.8286
No log	1.8444	166	0.7638	0.7100	0.7638	0.8740
No log	1.8667	168	0.6671	0.7215	0.6671	0.8168
No log	1.8889	170	0.6206	0.7415	0.6206	0.7878
No log	1.9111	172	0.6340	0.7573	0.6340	0.7962
No log	1.9333	174	0.6062	0.7415	0.6062	0.7786
No log	1.9556	176	0.7318	0.7317	0.7318	0.8554
No log	1.9778	178	0.7783	0.6833	0.7783	0.8822
No log	2.0	180	0.6465	0.7538	0.6465	0.8040
No log	2.0222	182	0.6207	0.7199	0.6207	0.7878
No log	2.0444	184	0.6232	0.7355	0.6232	0.7894
No log	2.0667	186	0.6753	0.7568	0.6753	0.8217
No log	2.0889	188	0.8088	0.6882	0.8088	0.8993
No log	2.1111	190	0.7634	0.7000	0.7634	0.8737
No log	2.1333	192	0.6457	0.7509	0.6457	0.8035
No log	2.1556	194	0.6279	0.7311	0.6279	0.7924
No log	2.1778	196	0.6306	0.7357	0.6306	0.7941
No log	2.2	198	0.6107	0.7518	0.6107	0.7815
No log	2.2222	200	0.6772	0.7335	0.6772	0.8229
No log	2.2444	202	0.7177	0.7310	0.7177	0.8472
No log	2.2667	204	0.6406	0.7418	0.6406	0.8004
No log	2.2889	206	0.6780	0.7162	0.6780	0.8234
No log	2.3111	208	0.9233	0.6089	0.9233	0.9609
No log	2.3333	210	0.9585	0.5926	0.9585	0.9790
No log	2.3556	212	0.8517	0.6721	0.8517	0.9229
No log	2.3778	214	0.7544	0.6807	0.7544	0.8685
No log	2.4	216	0.7261	0.6876	0.7261	0.8521
No log	2.4222	218	0.7185	0.6562	0.7185	0.8476
No log	2.4444	220	0.6978	0.6594	0.6978	0.8354
No log	2.4667	222	0.6605	0.6953	0.6605	0.8127
No log	2.4889	224	0.6520	0.7060	0.6520	0.8075
No log	2.5111	226	0.6583	0.7045	0.6583	0.8114
No log	2.5333	228	0.6581	0.7448	0.6581	0.8112
No log	2.5556	230	0.6557	0.7427	0.6557	0.8098
No log	2.5778	232	0.6396	0.7467	0.6396	0.7997
No log	2.6	234	0.6117	0.7471	0.6117	0.7821
No log	2.6222	236	0.6554	0.7510	0.6554	0.8095
No log	2.6444	238	0.7049	0.7497	0.7049	0.8396
No log	2.6667	240	0.7033	0.7472	0.7033	0.8387
No log	2.6889	242	0.6382	0.7245	0.6382	0.7989
No log	2.7111	244	0.6025	0.7360	0.6025	0.7762
No log	2.7333	246	0.6051	0.7501	0.6051	0.7779
No log	2.7556	248	0.6345	0.7486	0.6345	0.7965
No log	2.7778	250	0.7630	0.7267	0.7630	0.8735
No log	2.8	252	0.8594	0.6855	0.8594	0.9270
No log	2.8222	254	0.7644	0.7289	0.7644	0.8743
No log	2.8444	256	0.7034	0.7393	0.7034	0.8387
No log	2.8667	258	0.7372	0.7175	0.7372	0.8586
No log	2.8889	260	0.8088	0.7110	0.8088	0.8994
No log	2.9111	262	0.7700	0.7052	0.7700	0.8775
No log	2.9333	264	0.6837	0.7097	0.6837	0.8269
No log	2.9556	266	0.6714	0.7097	0.6714	0.8194
No log	2.9778	268	0.6416	0.7215	0.6416	0.8010
No log	3.0	270	0.6480	0.7417	0.6480	0.8050
No log	3.0222	272	0.6411	0.7279	0.6411	0.8007
No log	3.0444	274	0.6356	0.7376	0.6356	0.7972
No log	3.0667	276	0.6460	0.7379	0.6460	0.8037
No log	3.0889	278	0.6662	0.7570	0.6662	0.8162
No log	3.1111	280	0.6838	0.7609	0.6838	0.8269
No log	3.1333	282	0.6934	0.7644	0.6934	0.8327
No log	3.1556	284	0.6718	0.7592	0.6718	0.8196
No log	3.1778	286	0.6439	0.7538	0.6439	0.8024
No log	3.2	288	0.6172	0.7450	0.6172	0.7856
No log	3.2222	290	0.6239	0.7627	0.6239	0.7899
No log	3.2444	292	0.6104	0.7544	0.6104	0.7813
No log	3.2667	294	0.5908	0.7280	0.5908	0.7687
No log	3.2889	296	0.6017	0.7166	0.6017	0.7757
No log	3.3111	298	0.6261	0.7151	0.6261	0.7912
No log	3.3333	300	0.6548	0.7096	0.6548	0.8092
No log	3.3556	302	0.7291	0.6972	0.7291	0.8539
No log	3.3778	304	0.8151	0.6921	0.8151	0.9028
No log	3.4	306	0.8220	0.6903	0.8220	0.9066
No log	3.4222	308	0.7309	0.7176	0.7309	0.8549
No log	3.4444	310	0.6907	0.7374	0.6907	0.8311
No log	3.4667	312	0.6982	0.7477	0.6982	0.8356
No log	3.4889	314	0.6726	0.7342	0.6726	0.8201
No log	3.5111	316	0.6536	0.7403	0.6536	0.8085
No log	3.5333	318	0.6356	0.7416	0.6356	0.7973
No log	3.5556	320	0.6345	0.7463	0.6345	0.7966
No log	3.5778	322	0.6601	0.7309	0.6601	0.8125
No log	3.6	324	0.6485	0.7539	0.6485	0.8053
No log	3.6222	326	0.6468	0.7425	0.6468	0.8043
No log	3.6444	328	0.6456	0.7278	0.6456	0.8035
No log	3.6667	330	0.6655	0.7158	0.6655	0.8158
No log	3.6889	332	0.6650	0.7355	0.6650	0.8155
No log	3.7111	334	0.6664	0.7385	0.6664	0.8163
No log	3.7333	336	0.7357	0.7055	0.7357	0.8577
No log	3.7556	338	0.7475	0.6877	0.7475	0.8646
No log	3.7778	340	0.7008	0.6859	0.7008	0.8372
No log	3.8	342	0.6501	0.7439	0.6501	0.8063
No log	3.8222	344	0.6421	0.7482	0.6421	0.8013
No log	3.8444	346	0.6588	0.7452	0.6588	0.8116
No log	3.8667	348	0.7154	0.7214	0.7154	0.8458
No log	3.8889	350	0.7327	0.7185	0.7327	0.8560
No log	3.9111	352	0.7360	0.7222	0.7360	0.8579
No log	3.9333	354	0.7676	0.7144	0.7676	0.8761
No log	3.9556	356	0.8402	0.6920	0.8402	0.9166
No log	3.9778	358	0.9238	0.6657	0.9238	0.9611
No log	4.0	360	0.9477	0.6657	0.9477	0.9735
No log	4.0222	362	0.8036	0.6591	0.8036	0.8964
No log	4.0444	364	0.6312	0.7278	0.6312	0.7945
No log	4.0667	366	0.5878	0.7361	0.5878	0.7667
No log	4.0889	368	0.5882	0.7496	0.5882	0.7670
No log	4.1111	370	0.6031	0.7587	0.6031	0.7766
No log	4.1333	372	0.6400	0.7511	0.6400	0.8000
No log	4.1556	374	0.6430	0.7519	0.6430	0.8018
No log	4.1778	376	0.6483	0.7425	0.6483	0.8052
No log	4.2	378	0.6864	0.7285	0.6864	0.8285
No log	4.2222	380	0.7365	0.7027	0.7365	0.8582
No log	4.2444	382	0.6937	0.7309	0.6937	0.8329
No log	4.2667	384	0.6246	0.7430	0.6246	0.7903
No log	4.2889	386	0.6414	0.7150	0.6414	0.8009
No log	4.3111	388	0.6470	0.7170	0.6470	0.8043
No log	4.3333	390	0.6231	0.7293	0.6231	0.7894
No log	4.3556	392	0.6208	0.7343	0.6208	0.7879
No log	4.3778	394	0.6430	0.7320	0.6430	0.8018
No log	4.4	396	0.6269	0.7238	0.6269	0.7918
No log	4.4222	398	0.6135	0.7068	0.6135	0.7833
No log	4.4444	400	0.6292	0.7056	0.6292	0.7932
No log	4.4667	402	0.6102	0.7019	0.6102	0.7812
No log	4.4889	404	0.5950	0.7300	0.5950	0.7713
No log	4.5111	406	0.5923	0.7420	0.5923	0.7696
No log	4.5333	408	0.5912	0.7204	0.5912	0.7689
No log	4.5556	410	0.5987	0.7308	0.5987	0.7737
No log	4.5778	412	0.5917	0.7387	0.5917	0.7692
No log	4.6	414	0.6113	0.7469	0.6113	0.7819
No log	4.6222	416	0.6114	0.7451	0.6114	0.7819
No log	4.6444	418	0.5908	0.7409	0.5908	0.7686
No log	4.6667	420	0.5891	0.7395	0.5891	0.7676
No log	4.6889	422	0.5882	0.7339	0.5882	0.7669
No log	4.7111	424	0.5862	0.7472	0.5862	0.7657
No log	4.7333	426	0.5917	0.7420	0.5917	0.7692
No log	4.7556	428	0.6179	0.7289	0.6179	0.7861
No log	4.7778	430	0.6700	0.7376	0.6700	0.8185
No log	4.8	432	0.6733	0.7450	0.6733	0.8206
No log	4.8222	434	0.6391	0.7353	0.6391	0.7994
No log	4.8444	436	0.6321	0.7295	0.6321	0.7950
No log	4.8667	438	0.6545	0.7195	0.6545	0.8090
No log	4.8889	440	0.6852	0.6825	0.6852	0.8277
No log	4.9111	442	0.7173	0.6855	0.7173	0.8469
No log	4.9333	444	0.6840	0.6775	0.6840	0.8270
No log	4.9556	446	0.6128	0.7308	0.6128	0.7828
No log	4.9778	448	0.5918	0.7458	0.5918	0.7693
No log	5.0	450	0.5975	0.7539	0.5975	0.7730
No log	5.0222	452	0.6082	0.7518	0.6082	0.7799
No log	5.0444	454	0.6225	0.7501	0.6225	0.7890
No log	5.0667	456	0.6364	0.7384	0.6364	0.7978
No log	5.0889	458	0.6910	0.7315	0.6910	0.8312
No log	5.1111	460	0.7383	0.7077	0.7383	0.8592
No log	5.1333	462	0.7314	0.7083	0.7314	0.8552
No log	5.1556	464	0.7007	0.7035	0.7007	0.8371
No log	5.1778	466	0.6373	0.7134	0.6373	0.7983
No log	5.2	468	0.5985	0.7424	0.5985	0.7736
No log	5.2222	470	0.5936	0.7388	0.5936	0.7705
No log	5.2444	472	0.5956	0.7522	0.5956	0.7717
No log	5.2667	474	0.6147	0.7232	0.6147	0.7840
No log	5.2889	476	0.6458	0.6866	0.6458	0.8036
No log	5.3111	478	0.6461	0.6798	0.6461	0.8038
No log	5.3333	480	0.6202	0.7385	0.6202	0.7876
No log	5.3556	482	0.6071	0.7514	0.6071	0.7792
No log	5.3778	484	0.6136	0.7432	0.6136	0.7833
No log	5.4	486	0.6472	0.7218	0.6472	0.8045
No log	5.4222	488	0.6593	0.7275	0.6593	0.8120
No log	5.4444	490	0.6465	0.7240	0.6465	0.8040
No log	5.4667	492	0.6038	0.7623	0.6038	0.7770
No log	5.4889	494	0.5968	0.7378	0.5968	0.7725
No log	5.5111	496	0.6187	0.7199	0.6187	0.7866
No log	5.5333	498	0.6026	0.7429	0.6026	0.7763
0.4208	5.5556	500	0.5807	0.7393	0.5807	0.7620
0.4208	5.5778	502	0.5943	0.7623	0.5943	0.7709
0.4208	5.6	504	0.6228	0.7476	0.6228	0.7892
0.4208	5.6222	506	0.6442	0.7531	0.6442	0.8026
0.4208	5.6444	508	0.6366	0.7586	0.6366	0.7979
0.4208	5.6667	510	0.6023	0.7452	0.6023	0.7761
0.4208	5.6889	512	0.5883	0.7269	0.5883	0.7670
0.4208	5.7111	514	0.5911	0.7346	0.5911	0.7689
0.4208	5.7333	516	0.5941	0.7254	0.5941	0.7708
0.4208	5.7556	518	0.5754	0.7432	0.5754	0.7585
0.4208	5.7778	520	0.5934	0.7406	0.5934	0.7703
0.4208	5.8	522	0.6743	0.7249	0.6743	0.8212
0.4208	5.8222	524	0.7470	0.7039	0.7470	0.8643
0.4208	5.8444	526	0.7645	0.7021	0.7645	0.8744
0.4208	5.8667	528	0.7027	0.7118	0.7027	0.8383
0.4208	5.8889	530	0.6253	0.7404	0.6253	0.7908
0.4208	5.9111	532	0.5862	0.7460	0.5862	0.7656
0.4208	5.9333	534	0.5757	0.7557	0.5757	0.7588
0.4208	5.9556	536	0.5724	0.7447	0.5724	0.7566
0.4208	5.9778	538	0.5822	0.7332	0.5822	0.7630
0.4208	6.0	540	0.6042	0.7309	0.6042	0.7773
0.4208	6.0222	542	0.6227	0.7194	0.6227	0.7891
0.4208	6.0444	544	0.6185	0.7406	0.6185	0.7865
0.4208	6.0667	546	0.6173	0.7480	0.6173	0.7857
0.4208	6.0889	548	0.6096	0.7390	0.6096	0.7808
0.4208	6.1111	550	0.6073	0.7375	0.6073	0.7793
0.4208	6.1333	552	0.6357	0.7420	0.6357	0.7973
0.4208	6.1556	554	0.6595	0.7470	0.6595	0.8121
0.4208	6.1778	556	0.6539	0.7398	0.6539	0.8086
0.4208	6.2	558	0.6352	0.7450	0.6352	0.7970
0.4208	6.2222	560	0.6215	0.7460	0.6215	0.7884
0.4208	6.2444	562	0.6199	0.7497	0.6199	0.7873
0.4208	6.2667	564	0.6133	0.7454	0.6133	0.7831
0.4208	6.2889	566	0.6098	0.7551	0.6098	0.7809
0.4208	6.3111	568	0.6078	0.7454	0.6078	0.7796
0.4208	6.3333	570	0.6109	0.7497	0.6109	0.7816
0.4208	6.3556	572	0.6065	0.7480	0.6065	0.7788
0.4208	6.3778	574	0.6168	0.7474	0.6168	0.7853
0.4208	6.4	576	0.6395	0.7179	0.6395	0.7997
0.4208	6.4222	578	0.6509	0.7252	0.6509	0.8068
0.4208	6.4444	580	0.6411	0.7159	0.6411	0.8007
0.4208	6.4667	582	0.6152	0.7466	0.6152	0.7843
0.4208	6.4889	584	0.5980	0.7445	0.5980	0.7733
0.4208	6.5111	586	0.5940	0.7424	0.5940	0.7707
0.4208	6.5333	588	0.5939	0.7473	0.5939	0.7706
0.4208	6.5556	590	0.5952	0.7386	0.5952	0.7715
0.4208	6.5778	592	0.5958	0.7386	0.5958	0.7719
0.4208	6.6	594	0.5999	0.7386	0.5999	0.7745
0.4208	6.6222	596	0.6049	0.7423	0.6049	0.7778
0.4208	6.6444	598	0.6120	0.7466	0.6120	0.7823
0.4208	6.6667	600	0.6129	0.7395	0.6129	0.7829
0.4208	6.6889	602	0.6121	0.7438	0.6121	0.7824
0.4208	6.7111	604	0.6087	0.7380	0.6087	0.7802
0.4208	6.7333	606	0.6104	0.7423	0.6104	0.7813
0.4208	6.7556	608	0.6040	0.7423	0.6040	0.7772
0.4208	6.7778	610	0.6051	0.7423	0.6051	0.7779
0.4208	6.8	612	0.6172	0.7557	0.6172	0.7856
0.4208	6.8222	614	0.6317	0.7252	0.6317	0.7948
0.4208	6.8444	616	0.6421	0.7237	0.6421	0.8013
0.4208	6.8667	618	0.6295	0.7414	0.6295	0.7934
0.4208	6.8889	620	0.6188	0.7528	0.6188	0.7867
0.4208	6.9111	622	0.6145	0.7569	0.6145	0.7839
0.4208	6.9333	624	0.6157	0.7452	0.6157	0.7846
0.4208	6.9556	626	0.6131	0.7452	0.6131	0.7830
0.4208	6.9778	628	0.6164	0.7427	0.6164	0.7851
0.4208	7.0	630	0.6302	0.7368	0.6302	0.7938
0.4208	7.0222	632	0.6385	0.7122	0.6385	0.7990
0.4208	7.0444	634	0.6424	0.7136	0.6424	0.8015
0.4208	7.0667	636	0.6225	0.7460	0.6225	0.7890
0.4208	7.0889	638	0.6050	0.7375	0.6050	0.7778
0.4208	7.1111	640	0.6132	0.7583	0.6132	0.7830
0.4208	7.1333	642	0.6302	0.7463	0.6302	0.7939
0.4208	7.1556	644	0.6328	0.7475	0.6328	0.7955
0.4208	7.1778	646	0.6310	0.7699	0.6310	0.7944
0.4208	7.2	648	0.6356	0.7483	0.6356	0.7972
0.4208	7.2222	650	0.6524	0.7368	0.6524	0.8077
0.4208	7.2444	652	0.6641	0.7228	0.6641	0.8149
0.4208	7.2667	654	0.6731	0.7211	0.6731	0.8204
0.4208	7.2889	656	0.6598	0.7114	0.6598	0.8123
0.4208	7.3111	658	0.6329	0.7191	0.6329	0.7955
0.4208	7.3333	660	0.6054	0.7497	0.6054	0.7780
0.4208	7.3556	662	0.5954	0.7507	0.5954	0.7716
0.4208	7.3778	664	0.5926	0.7525	0.5926	0.7698
0.4208	7.4	666	0.5934	0.7439	0.5934	0.7703
0.4208	7.4222	668	0.5943	0.7497	0.5943	0.7709
0.4208	7.4444	670	0.5970	0.7497	0.5970	0.7726
0.4208	7.4667	672	0.6059	0.7466	0.6059	0.7784
0.4208	7.4889	674	0.6178	0.7379	0.6178	0.7860
0.4208	7.5111	676	0.6261	0.7265	0.6261	0.7913
0.4208	7.5333	678	0.6264	0.7047	0.6264	0.7914
0.4208	7.5556	680	0.6400	0.6873	0.6400	0.8000
0.4208	7.5778	682	0.6526	0.6878	0.6526	0.8078
0.4208	7.6	684	0.6540	0.6975	0.6540	0.8087
0.4208	7.6222	686	0.6385	0.6873	0.6385	0.7991
0.4208	7.6444	688	0.6276	0.7058	0.6276	0.7922
0.4208	7.6667	690	0.6052	0.7466	0.6052	0.7779
0.4208	7.6889	692	0.5909	0.7419	0.5909	0.7687
0.4208	7.7111	694	0.5873	0.7445	0.5873	0.7663
0.4208	7.7333	696	0.5880	0.7462	0.5880	0.7668
0.4208	7.7556	698	0.5894	0.7419	0.5894	0.7677
0.4208	7.7778	700	0.5951	0.7477	0.5951	0.7714
0.4208	7.8	702	0.5986	0.7477	0.5986	0.7737
0.4208	7.8222	704	0.6134	0.7395	0.6134	0.7832
0.4208	7.8444	706	0.6513	0.6968	0.6513	0.8070
0.4208	7.8667	708	0.7037	0.6664	0.7037	0.8389
0.4208	7.8889	710	0.7414	0.6827	0.7414	0.8611
0.4208	7.9111	712	0.7317	0.6827	0.7317	0.8554
0.4208	7.9333	714	0.6912	0.6726	0.6912	0.8314
0.4208	7.9556	716	0.6398	0.6814	0.6398	0.7998
0.4208	7.9778	718	0.5987	0.7241	0.5987	0.7737
0.4208	8.0	720	0.5781	0.7559	0.5781	0.7603
0.4208	8.0222	722	0.5739	0.7619	0.5739	0.7575
0.4208	8.0444	724	0.5745	0.7619	0.5745	0.7579
0.4208	8.0667	726	0.5758	0.7619	0.5758	0.7588
0.4208	8.0889	728	0.5790	0.7619	0.5790	0.7609
0.4208	8.1111	730	0.5866	0.7441	0.5866	0.7659
0.4208	8.1333	732	0.5972	0.7419	0.5972	0.7728
0.4208	8.1556	734	0.6090	0.7477	0.6090	0.7804
0.4208	8.1778	736	0.6191	0.7369	0.6191	0.7868
0.4208	8.2	738	0.6224	0.7268	0.6224	0.7889
0.4208	8.2222	740	0.6166	0.7369	0.6166	0.7852
0.4208	8.2444	742	0.6034	0.7419	0.6034	0.7768
0.4208	8.2667	744	0.5981	0.7419	0.5981	0.7734
0.4208	8.2889	746	0.5928	0.7419	0.5928	0.7699
0.4208	8.3111	748	0.5914	0.7419	0.5914	0.7690
0.4208	8.3333	750	0.5957	0.7419	0.5957	0.7718
0.4208	8.3556	752	0.5975	0.7517	0.5975	0.7730
0.4208	8.3778	754	0.6049	0.7608	0.6049	0.7778
0.4208	8.4	756	0.6137	0.7585	0.6137	0.7834
0.4208	8.4222	758	0.6207	0.7441	0.6207	0.7879
0.4208	8.4444	760	0.6231	0.7399	0.6231	0.7893
0.4208	8.4667	762	0.6228	0.7357	0.6228	0.7892
0.4208	8.4889	764	0.6156	0.7495	0.6156	0.7846
0.4208	8.5111	766	0.6065	0.7417	0.6065	0.7788
0.4208	8.5333	768	0.6043	0.7417	0.6043	0.7774
0.4208	8.5556	770	0.5990	0.7396	0.5990	0.7740
0.4208	8.5778	772	0.5910	0.7396	0.5910	0.7688
0.4208	8.6	774	0.5812	0.7476	0.5812	0.7623
0.4208	8.6222	776	0.5776	0.7476	0.5776	0.7600
0.4208	8.6444	778	0.5764	0.7482	0.5764	0.7592
0.4208	8.6667	780	0.5779	0.7482	0.5779	0.7602
0.4208	8.6889	782	0.5800	0.7382	0.5800	0.7616
0.4208	8.7111	784	0.5838	0.7381	0.5838	0.7641
0.4208	8.7333	786	0.5874	0.7381	0.5874	0.7664
0.4208	8.7556	788	0.5927	0.7381	0.5927	0.7699
0.4208	8.7778	790	0.5990	0.7376	0.5990	0.7740
0.4208	8.8	792	0.6045	0.7434	0.6045	0.7775
0.4208	8.8222	794	0.6097	0.7466	0.6097	0.7809
0.4208	8.8444	796	0.6161	0.7458	0.6161	0.7849
0.4208	8.8667	798	0.6154	0.7379	0.6154	0.7845
0.4208	8.8889	800	0.6079	0.7466	0.6079	0.7797
0.4208	8.9111	802	0.6021	0.7430	0.6021	0.7760
0.4208	8.9333	804	0.5986	0.7430	0.5986	0.7737
0.4208	8.9556	806	0.5999	0.7488	0.5999	0.7745
0.4208	8.9778	808	0.6034	0.7488	0.6034	0.7768
0.4208	9.0	810	0.6072	0.7466	0.6072	0.7792
0.4208	9.0222	812	0.6055	0.7466	0.6055	0.7782
0.4208	9.0444	814	0.6052	0.7402	0.6052	0.7779
0.4208	9.0667	816	0.6025	0.7488	0.6025	0.7762
0.4208	9.0889	818	0.5992	0.7488	0.5992	0.7741
0.4208	9.1111	820	0.5995	0.7488	0.5995	0.7742
0.4208	9.1333	822	0.5987	0.7488	0.5987	0.7737
0.4208	9.1556	824	0.6002	0.7488	0.6002	0.7747
0.4208	9.1778	826	0.6016	0.7488	0.6016	0.7756
0.4208	9.2	828	0.6015	0.7488	0.6015	0.7756
0.4208	9.2222	830	0.6022	0.7488	0.6022	0.7760
0.4208	9.2444	832	0.6015	0.7488	0.6015	0.7756
0.4208	9.2667	834	0.6039	0.7424	0.6039	0.7771
0.4208	9.2889	836	0.6067	0.7400	0.6067	0.7789
0.4208	9.3111	838	0.6089	0.7379	0.6089	0.7803
0.4208	9.3333	840	0.6126	0.7379	0.6126	0.7827
0.4208	9.3556	842	0.6144	0.7379	0.6144	0.7838
0.4208	9.3778	844	0.6143	0.7379	0.6143	0.7838
0.4208	9.4	846	0.6147	0.7379	0.6147	0.7840
0.4208	9.4222	848	0.6133	0.7299	0.6133	0.7831
0.4208	9.4444	850	0.6130	0.7299	0.6130	0.7829
0.4208	9.4667	852	0.6110	0.7299	0.6110	0.7817
0.4208	9.4889	854	0.6089	0.7402	0.6089	0.7803
0.4208	9.5111	856	0.6065	0.7402	0.6065	0.7788
0.4208	9.5333	858	0.6017	0.7424	0.6017	0.7757
0.4208	9.5556	860	0.5990	0.7326	0.5990	0.7740
0.4208	9.5778	862	0.5972	0.7332	0.5972	0.7728
0.4208	9.6	864	0.5973	0.7332	0.5973	0.7729
0.4208	9.6222	866	0.5970	0.7332	0.5970	0.7727
0.4208	9.6444	868	0.5975	0.7391	0.5975	0.7730
0.4208	9.6667	870	0.5982	0.7326	0.5982	0.7735
0.4208	9.6889	872	0.6011	0.7326	0.6011	0.7753
0.4208	9.7111	874	0.6036	0.7326	0.6036	0.7769
0.4208	9.7333	876	0.6062	0.7402	0.6062	0.7786
0.4208	9.7556	878	0.6078	0.7402	0.6078	0.7796
0.4208	9.7778	880	0.6092	0.7402	0.6092	0.7805
0.4208	9.8	882	0.6115	0.7402	0.6115	0.7820
0.4208	9.8222	884	0.6141	0.7358	0.6141	0.7836
0.4208	9.8444	886	0.6165	0.7438	0.6165	0.7852
0.4208	9.8667	888	0.6185	0.7336	0.6185	0.7864
0.4208	9.8889	890	0.6200	0.7373	0.6200	0.7874
0.4208	9.9111	892	0.6211	0.7373	0.6211	0.7881
0.4208	9.9333	894	0.6217	0.7373	0.6217	0.7885
0.4208	9.9556	896	0.6219	0.7373	0.6219	0.7886
0.4208	9.9778	898	0.6218	0.7373	0.6218	0.7885
0.4208	10.0	900	0.6218	0.7373	0.6218	0.7886

Framework versions

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