ArabicNewSplits6_FineTuningAraBERT_run2_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: 0.6146
• Qwk: 0.7465
• Mse: 0.6146
• Rmse: 0.7839

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	0.0267	2	5.1314	-0.0372	5.1314	2.2653
No log	0.0533	4	3.3690	0.0355	3.3690	1.8355
No log	0.08	6	2.2780	-0.0271	2.2780	1.5093
No log	0.1067	8	1.7065	0.0640	1.7065	1.3063
No log	0.1333	10	1.1711	0.2612	1.1711	1.0822
No log	0.16	12	1.0962	0.2716	1.0962	1.0470
No log	0.1867	14	1.0802	0.3290	1.0802	1.0393
No log	0.2133	16	1.0860	0.3357	1.0860	1.0421
No log	0.24	18	1.1611	0.3381	1.1611	1.0775
No log	0.2667	20	1.5255	0.1771	1.5255	1.2351
No log	0.2933	22	1.6985	0.2038	1.6985	1.3033
No log	0.32	24	1.1937	0.2873	1.1937	1.0926
No log	0.3467	26	1.1715	0.3454	1.1715	1.0823
No log	0.3733	28	1.4074	0.2562	1.4074	1.1863
No log	0.4	30	1.5374	0.2132	1.5374	1.2399
No log	0.4267	32	1.4530	0.1991	1.4530	1.2054
No log	0.4533	34	1.5442	0.2214	1.5442	1.2427
No log	0.48	36	1.5625	0.2316	1.5625	1.2500
No log	0.5067	38	1.4042	0.2502	1.4042	1.1850
No log	0.5333	40	1.4908	0.2447	1.4908	1.2210
No log	0.56	42	1.5582	0.2436	1.5582	1.2483
No log	0.5867	44	1.6878	0.2487	1.6878	1.2992
No log	0.6133	46	1.6697	0.2202	1.6697	1.2922
No log	0.64	48	1.3486	0.2913	1.3486	1.1613
No log	0.6667	50	0.9695	0.4904	0.9695	0.9847
No log	0.6933	52	0.8061	0.4855	0.8061	0.8978
No log	0.72	54	0.8319	0.5056	0.8319	0.9121
No log	0.7467	56	1.2080	0.3954	1.2080	1.0991
No log	0.7733	58	1.4725	0.3229	1.4725	1.2135
No log	0.8	60	1.2224	0.4332	1.2224	1.1056
No log	0.8267	62	0.8599	0.5536	0.8599	0.9273
No log	0.8533	64	0.6899	0.5603	0.6899	0.8306
No log	0.88	66	0.7820	0.6069	0.7820	0.8843
No log	0.9067	68	0.6943	0.5836	0.6943	0.8333
No log	0.9333	70	0.7224	0.6067	0.7224	0.8499
No log	0.96	72	1.3256	0.4188	1.3256	1.1513
No log	0.9867	74	2.1910	0.2592	2.1910	1.4802
No log	1.0133	76	2.3641	0.2548	2.3641	1.5376
No log	1.04	78	1.9613	0.2480	1.9613	1.4005
No log	1.0667	80	1.3831	0.2813	1.3831	1.1760
No log	1.0933	82	0.9381	0.3920	0.9381	0.9686
No log	1.12	84	0.8077	0.4858	0.8077	0.8987
No log	1.1467	86	0.7517	0.4823	0.7517	0.8670
No log	1.1733	88	0.7270	0.4612	0.7270	0.8527
No log	1.2	90	0.7221	0.4612	0.7221	0.8497
No log	1.2267	92	0.7343	0.5024	0.7343	0.8569
No log	1.2533	94	0.7266	0.5615	0.7266	0.8524
No log	1.28	96	0.6829	0.5807	0.6829	0.8264
No log	1.3067	98	0.6922	0.5565	0.6922	0.8320
No log	1.3333	100	0.8469	0.6345	0.8469	0.9203
No log	1.3600	102	1.1513	0.5301	1.1513	1.0730
No log	1.3867	104	1.5033	0.3387	1.5033	1.2261
No log	1.4133	106	1.3936	0.3808	1.3936	1.1805
No log	1.44	108	1.0396	0.5717	1.0396	1.0196
No log	1.4667	110	0.7218	0.6308	0.7218	0.8496
No log	1.4933	112	0.6086	0.6597	0.6086	0.7801
No log	1.52	114	0.5994	0.7234	0.5994	0.7742
No log	1.5467	116	0.7274	0.6820	0.7274	0.8529
No log	1.5733	118	0.9696	0.5642	0.9696	0.9847
No log	1.6	120	0.9465	0.5792	0.9465	0.9729
No log	1.6267	122	0.9342	0.5791	0.9342	0.9665
No log	1.6533	124	0.7350	0.6927	0.7350	0.8573
No log	1.6800	126	0.5754	0.7570	0.5754	0.7585
No log	1.7067	128	0.5653	0.7343	0.5653	0.7518
No log	1.7333	130	0.5685	0.7687	0.5685	0.7540
No log	1.76	132	0.6035	0.7278	0.6035	0.7768
No log	1.7867	134	0.6901	0.6865	0.6901	0.8307
No log	1.8133	136	0.6903	0.6855	0.6903	0.8309
No log	1.8400	138	0.6300	0.7242	0.6300	0.7937
No log	1.8667	140	0.6866	0.6706	0.6866	0.8286
No log	1.8933	142	0.6834	0.6783	0.6834	0.8267
No log	1.92	144	0.7778	0.6324	0.7778	0.8819
No log	1.9467	146	0.8567	0.6088	0.8567	0.9256
No log	1.9733	148	0.7475	0.6555	0.7475	0.8646
No log	2.0	150	0.6540	0.7176	0.6540	0.8087
No log	2.0267	152	0.5582	0.7831	0.5582	0.7471
No log	2.0533	154	0.6252	0.7287	0.6252	0.7907
No log	2.08	156	0.6119	0.7395	0.6119	0.7822
No log	2.1067	158	0.5685	0.7522	0.5685	0.7540
No log	2.1333	160	0.5839	0.7558	0.5839	0.7642
No log	2.16	162	0.5697	0.76	0.5697	0.7548
No log	2.1867	164	0.5773	0.7623	0.5773	0.7598
No log	2.2133	166	0.5905	0.7353	0.5905	0.7684
No log	2.24	168	0.5747	0.7269	0.5747	0.7581
No log	2.2667	170	0.6068	0.6534	0.6068	0.7790
No log	2.2933	172	0.5746	0.7275	0.5746	0.7580
No log	2.32	174	0.5668	0.7486	0.5668	0.7528
No log	2.3467	176	0.5719	0.7576	0.5719	0.7563
No log	2.3733	178	0.5676	0.7540	0.5676	0.7534
No log	2.4	180	0.6015	0.7519	0.6015	0.7755
No log	2.4267	182	0.7911	0.6363	0.7911	0.8895
No log	2.4533	184	0.8334	0.6330	0.8334	0.9129
No log	2.48	186	0.8521	0.6398	0.8521	0.9231
No log	2.5067	188	0.7407	0.6950	0.7407	0.8607
No log	2.5333	190	0.7782	0.6619	0.7782	0.8822
No log	2.56	192	0.7444	0.6724	0.7444	0.8628
No log	2.5867	194	0.7966	0.6408	0.7966	0.8925
No log	2.6133	196	0.6866	0.6789	0.6866	0.8286
No log	2.64	198	0.5735	0.7516	0.5735	0.7573
No log	2.6667	200	0.5995	0.7227	0.5995	0.7743
No log	2.6933	202	0.5759	0.7602	0.5759	0.7589
No log	2.7200	204	0.6057	0.7236	0.6057	0.7783
No log	2.7467	206	0.6988	0.6375	0.6988	0.8359
No log	2.7733	208	0.8159	0.6319	0.8159	0.9033
No log	2.8	210	0.8488	0.6364	0.8488	0.9213
No log	2.8267	212	0.7236	0.6375	0.7236	0.8506
No log	2.8533	214	0.6277	0.7159	0.6277	0.7923
No log	2.88	216	0.6004	0.7509	0.6004	0.7748
No log	2.9067	218	0.6030	0.7472	0.6030	0.7766
No log	2.9333	220	0.6131	0.7419	0.6131	0.7830
No log	2.96	222	0.6089	0.6932	0.6089	0.7803
No log	2.9867	224	0.7522	0.6043	0.7522	0.8673
No log	3.0133	226	1.0112	0.5717	1.0112	1.0056
No log	3.04	228	1.0161	0.5717	1.0161	1.0080
No log	3.0667	230	0.7774	0.6118	0.7774	0.8817
No log	3.0933	232	0.5879	0.7240	0.5879	0.7668
No log	3.12	234	0.6227	0.7489	0.6227	0.7891
No log	3.1467	236	0.6508	0.7076	0.6508	0.8067
No log	3.1733	238	0.6059	0.7359	0.6059	0.7784
No log	3.2	240	0.5761	0.7544	0.5761	0.7590
No log	3.2267	242	0.5750	0.7411	0.5750	0.7583
No log	3.2533	244	0.6012	0.7251	0.6012	0.7754
No log	3.2800	246	0.6799	0.7013	0.6799	0.8245
No log	3.3067	248	0.7651	0.6601	0.7651	0.8747
No log	3.3333	250	0.7835	0.6682	0.7835	0.8851
No log	3.36	252	0.7155	0.7051	0.7155	0.8459
No log	3.3867	254	0.6235	0.7077	0.6235	0.7896
No log	3.4133	256	0.5965	0.7046	0.5965	0.7723
No log	3.44	258	0.6027	0.7023	0.6027	0.7764
No log	3.4667	260	0.6094	0.7165	0.6094	0.7806
No log	3.4933	262	0.6420	0.7577	0.6420	0.8012
No log	3.52	264	0.7150	0.6953	0.7150	0.8456
No log	3.5467	266	0.7301	0.6929	0.7301	0.8545
No log	3.5733	268	0.6907	0.7164	0.6907	0.8311
No log	3.6	270	0.6354	0.7382	0.6354	0.7971
No log	3.6267	272	0.6367	0.7428	0.6367	0.7979
No log	3.6533	274	0.6400	0.7506	0.6400	0.8000
No log	3.68	276	0.6801	0.7397	0.6801	0.8247
No log	3.7067	278	0.8059	0.6861	0.8059	0.8977
No log	3.7333	280	0.8626	0.6413	0.8626	0.9288
No log	3.76	282	0.8169	0.6413	0.8169	0.9038
No log	3.7867	284	0.6893	0.7356	0.6893	0.8303
No log	3.8133	286	0.6257	0.7316	0.6257	0.7910
No log	3.84	288	0.6295	0.7368	0.6295	0.7934
No log	3.8667	290	0.6267	0.7391	0.6267	0.7917
No log	3.8933	292	0.6017	0.7244	0.6017	0.7757
No log	3.92	294	0.6174	0.7203	0.6174	0.7858
No log	3.9467	296	0.6898	0.7065	0.6898	0.8305
No log	3.9733	298	0.7468	0.6629	0.7468	0.8642
No log	4.0	300	0.7221	0.6737	0.7221	0.8497
No log	4.0267	302	0.6303	0.7215	0.6303	0.7939
No log	4.0533	304	0.5855	0.7390	0.5855	0.7652
No log	4.08	306	0.6077	0.7021	0.6077	0.7796
No log	4.1067	308	0.6259	0.6916	0.6259	0.7912
No log	4.1333	310	0.6218	0.7180	0.6218	0.7885
No log	4.16	312	0.6045	0.7033	0.6045	0.7775
No log	4.1867	314	0.6074	0.7098	0.6074	0.7794
No log	4.2133	316	0.6070	0.7167	0.6070	0.7791
No log	4.24	318	0.6176	0.7183	0.6176	0.7859
No log	4.2667	320	0.6087	0.6940	0.6087	0.7802
No log	4.2933	322	0.6203	0.7258	0.6203	0.7876
No log	4.32	324	0.6290	0.7108	0.6290	0.7931
No log	4.3467	326	0.6410	0.7087	0.6410	0.8006
No log	4.3733	328	0.6354	0.7108	0.6354	0.7971
No log	4.4	330	0.6252	0.7349	0.6252	0.7907
No log	4.4267	332	0.6188	0.7394	0.6188	0.7867
No log	4.4533	334	0.6122	0.7217	0.6122	0.7824
No log	4.48	336	0.6062	0.7306	0.6062	0.7786
No log	4.5067	338	0.6095	0.7284	0.6095	0.7807
No log	4.5333	340	0.6015	0.7271	0.6015	0.7756
No log	4.5600	342	0.6024	0.7116	0.6024	0.7761
No log	4.5867	344	0.6111	0.7019	0.6111	0.7817
No log	4.6133	346	0.6093	0.6795	0.6093	0.7806
No log	4.64	348	0.6048	0.7116	0.6048	0.7777
No log	4.6667	350	0.6040	0.7406	0.6040	0.7772
No log	4.6933	352	0.6043	0.7410	0.6043	0.7774
No log	4.72	354	0.6077	0.7308	0.6077	0.7796
No log	4.7467	356	0.6351	0.7407	0.6351	0.7969
No log	4.7733	358	0.6298	0.7556	0.6298	0.7936
No log	4.8	360	0.6240	0.7476	0.6240	0.7900
No log	4.8267	362	0.6374	0.7307	0.6374	0.7984
No log	4.8533	364	0.6595	0.7243	0.6595	0.8121
No log	4.88	366	0.6479	0.7207	0.6479	0.8049
No log	4.9067	368	0.6302	0.7275	0.6302	0.7939
No log	4.9333	370	0.6317	0.7087	0.6317	0.7948
No log	4.96	372	0.6447	0.7128	0.6447	0.8029
No log	4.9867	374	0.6406	0.7128	0.6406	0.8004
No log	5.0133	376	0.6542	0.7042	0.6542	0.8088
No log	5.04	378	0.6657	0.7079	0.6657	0.8159
No log	5.0667	380	0.6643	0.7093	0.6643	0.8150
No log	5.0933	382	0.6680	0.7132	0.6680	0.8173
No log	5.12	384	0.7036	0.7063	0.7036	0.8388
No log	5.1467	386	0.7153	0.6916	0.7153	0.8458
No log	5.1733	388	0.7042	0.6960	0.7042	0.8392
No log	5.2	390	0.6615	0.7058	0.6615	0.8133
No log	5.2267	392	0.6149	0.7469	0.6149	0.7842
No log	5.2533	394	0.5951	0.7578	0.5951	0.7715
No log	5.28	396	0.6001	0.7691	0.6001	0.7747
No log	5.3067	398	0.5878	0.7620	0.5878	0.7667
No log	5.3333	400	0.5886	0.7509	0.5886	0.7672
No log	5.36	402	0.6268	0.7201	0.6268	0.7917
No log	5.3867	404	0.7298	0.6615	0.7298	0.8543
No log	5.4133	406	0.7931	0.6164	0.7931	0.8906
No log	5.44	408	0.8108	0.6011	0.8108	0.9004
No log	5.4667	410	0.7745	0.6011	0.7745	0.8801
No log	5.4933	412	0.6921	0.6909	0.6921	0.8319
No log	5.52	414	0.6204	0.7142	0.6204	0.7876
No log	5.5467	416	0.5980	0.7228	0.5980	0.7733
No log	5.5733	418	0.5946	0.7332	0.5946	0.7711
No log	5.6	420	0.6001	0.7367	0.6001	0.7747
No log	5.6267	422	0.6175	0.7258	0.6175	0.7858
No log	5.6533	424	0.6230	0.7300	0.6230	0.7893
No log	5.68	426	0.6052	0.7445	0.6052	0.7779
No log	5.7067	428	0.5952	0.7513	0.5952	0.7715
No log	5.7333	430	0.5977	0.7595	0.5977	0.7731
No log	5.76	432	0.6111	0.7589	0.6111	0.7817
No log	5.7867	434	0.6529	0.7069	0.6529	0.8080
No log	5.8133	436	0.6909	0.6744	0.6909	0.8312
No log	5.84	438	0.6875	0.6662	0.6875	0.8291
No log	5.8667	440	0.6455	0.7040	0.6455	0.8034
No log	5.8933	442	0.6075	0.7392	0.6075	0.7794
No log	5.92	444	0.5901	0.7538	0.5901	0.7682
No log	5.9467	446	0.5861	0.7371	0.5861	0.7656
No log	5.9733	448	0.5881	0.7395	0.5881	0.7669
No log	6.0	450	0.6104	0.7283	0.6104	0.7813
No log	6.0267	452	0.6691	0.6995	0.6691	0.8180
No log	6.0533	454	0.7381	0.6588	0.7381	0.8591
No log	6.08	456	0.7702	0.6490	0.7702	0.8776
No log	6.1067	458	0.7491	0.6733	0.7491	0.8655
No log	6.1333	460	0.6737	0.7072	0.6737	0.8208
No log	6.16	462	0.6183	0.7104	0.6183	0.7863
No log	6.1867	464	0.6010	0.7213	0.6010	0.7753
No log	6.2133	466	0.5950	0.6880	0.5950	0.7713
No log	6.24	468	0.5944	0.7260	0.5944	0.7710
No log	6.2667	470	0.5995	0.7278	0.5995	0.7743
No log	6.2933	472	0.6086	0.7398	0.6086	0.7801
No log	6.32	474	0.6150	0.7418	0.6150	0.7842
No log	6.3467	476	0.6089	0.7445	0.6089	0.7803
No log	6.3733	478	0.5977	0.7404	0.5977	0.7731
No log	6.4	480	0.5924	0.7410	0.5924	0.7697
No log	6.4267	482	0.5935	0.7441	0.5935	0.7704
No log	6.4533	484	0.5957	0.7341	0.5957	0.7718
No log	6.48	486	0.5894	0.7122	0.5894	0.7677
No log	6.5067	488	0.5890	0.6749	0.5890	0.7675
No log	6.5333	490	0.5856	0.7286	0.5856	0.7653
No log	6.5600	492	0.5889	0.7377	0.5889	0.7674
No log	6.5867	494	0.6007	0.7370	0.6007	0.7750
No log	6.6133	496	0.6136	0.7160	0.6136	0.7833
No log	6.64	498	0.6235	0.7239	0.6235	0.7896
0.4454	6.6667	500	0.6338	0.7194	0.6338	0.7961
0.4454	6.6933	502	0.6239	0.7171	0.6239	0.7899
0.4454	6.72	504	0.5917	0.7319	0.5917	0.7692
0.4454	6.7467	506	0.5729	0.7273	0.5729	0.7569
0.4454	6.7733	508	0.5712	0.7239	0.5712	0.7558
0.4454	6.8	510	0.5732	0.7338	0.5732	0.7571
0.4454	6.8267	512	0.5935	0.7381	0.5935	0.7704
0.4454	6.8533	514	0.6181	0.7307	0.6181	0.7862
0.4454	6.88	516	0.6182	0.7434	0.6182	0.7863
0.4454	6.9067	518	0.6056	0.7374	0.6056	0.7782
0.4454	6.9333	520	0.6068	0.7374	0.6068	0.7790
0.4454	6.96	522	0.5912	0.7486	0.5912	0.7689
0.4454	6.9867	524	0.5808	0.7521	0.5808	0.7621
0.4454	7.0133	526	0.5781	0.7540	0.5781	0.7603
0.4454	7.04	528	0.5796	0.7540	0.5796	0.7613
0.4454	7.0667	530	0.5847	0.7540	0.5847	0.7647
0.4454	7.0933	532	0.5961	0.7510	0.5961	0.7721
0.4454	7.12	534	0.6098	0.7352	0.6098	0.7809
0.4454	7.1467	536	0.6056	0.7441	0.6056	0.7782
0.4454	7.1733	538	0.5966	0.7510	0.5966	0.7724
0.4454	7.2	540	0.5939	0.7580	0.5939	0.7706
0.4454	7.2267	542	0.5896	0.7604	0.5896	0.7679
0.4454	7.2533	544	0.5923	0.7548	0.5923	0.7696
0.4454	7.28	546	0.5980	0.7568	0.5980	0.7733
0.4454	7.3067	548	0.6082	0.7582	0.6082	0.7799
0.4454	7.3333	550	0.6070	0.7526	0.6070	0.7791
0.4454	7.36	552	0.6022	0.7551	0.6022	0.7760
0.4454	7.3867	554	0.6010	0.7637	0.6010	0.7752
0.4454	7.4133	556	0.6051	0.7569	0.6051	0.7779
0.4454	7.44	558	0.6023	0.7569	0.6023	0.7761
0.4454	7.4667	560	0.5968	0.7661	0.5968	0.7725
0.4454	7.4933	562	0.5956	0.7652	0.5956	0.7717
0.4454	7.52	564	0.5944	0.7613	0.5944	0.7710
0.4454	7.5467	566	0.5943	0.7597	0.5943	0.7709
0.4454	7.5733	568	0.6060	0.7471	0.6060	0.7784
0.4454	7.6	570	0.6214	0.7457	0.6214	0.7883
0.4454	7.6267	572	0.6279	0.7412	0.6279	0.7924
0.4454	7.6533	574	0.6262	0.7412	0.6262	0.7913
0.4454	7.68	576	0.6167	0.7459	0.6167	0.7853
0.4454	7.7067	578	0.6121	0.7398	0.6121	0.7824
0.4454	7.7333	580	0.6164	0.7436	0.6164	0.7851
0.4454	7.76	582	0.6137	0.7352	0.6137	0.7834
0.4454	7.7867	584	0.6061	0.7420	0.6061	0.7785
0.4454	7.8133	586	0.6018	0.7465	0.6018	0.7758
0.4454	7.84	588	0.6064	0.7457	0.6064	0.7787
0.4454	7.8667	590	0.6100	0.7457	0.6100	0.7810
0.4454	7.8933	592	0.6026	0.7551	0.6026	0.7762
0.4454	7.92	594	0.5921	0.7529	0.5921	0.7695
0.4454	7.9467	596	0.5910	0.7559	0.5910	0.7688
0.4454	7.9733	598	0.5933	0.7523	0.5933	0.7703
0.4454	8.0	600	0.5936	0.7523	0.5936	0.7705
0.4454	8.0267	602	0.5941	0.7559	0.5941	0.7708
0.4454	8.0533	604	0.5983	0.7529	0.5983	0.7735
0.4454	8.08	606	0.6020	0.7588	0.6020	0.7759
0.4454	8.1067	608	0.6069	0.7533	0.6069	0.7790
0.4454	8.1333	610	0.6060	0.7597	0.6060	0.7785
0.4454	8.16	612	0.5998	0.7535	0.5998	0.7745
0.4454	8.1867	614	0.5986	0.7544	0.5986	0.7737
0.4454	8.2133	616	0.6070	0.7163	0.6070	0.7791
0.4454	8.24	618	0.6117	0.6979	0.6117	0.7821
0.4454	8.2667	620	0.6085	0.7099	0.6085	0.7800
0.4454	8.2933	622	0.6058	0.7203	0.6058	0.7784
0.4454	8.32	624	0.6055	0.7138	0.6055	0.7782
0.4454	8.3467	626	0.6062	0.7138	0.6062	0.7786
0.4454	8.3733	628	0.6060	0.7138	0.6060	0.7784
0.4454	8.4	630	0.6010	0.7220	0.6010	0.7752
0.4454	8.4267	632	0.5976	0.7518	0.5976	0.7731
0.4454	8.4533	634	0.5984	0.7630	0.5984	0.7736
0.4454	8.48	636	0.6022	0.7561	0.6022	0.7760
0.4454	8.5067	638	0.6047	0.7516	0.6047	0.7776
0.4454	8.5333	640	0.6044	0.7516	0.6044	0.7775
0.4454	8.56	642	0.6029	0.7516	0.6029	0.7765
0.4454	8.5867	644	0.6022	0.7516	0.6022	0.7760
0.4454	8.6133	646	0.5995	0.7585	0.5995	0.7743
0.4454	8.64	648	0.5972	0.7551	0.5972	0.7728
0.4454	8.6667	650	0.5945	0.7475	0.5945	0.7710
0.4454	8.6933	652	0.5943	0.7508	0.5943	0.7709
0.4454	8.72	654	0.5929	0.7508	0.5929	0.7700
0.4454	8.7467	656	0.5895	0.7545	0.5895	0.7678
0.4454	8.7733	658	0.5881	0.7561	0.5881	0.7669
0.4454	8.8	660	0.5877	0.7596	0.5877	0.7666
0.4454	8.8267	662	0.5898	0.7506	0.5898	0.7680
0.4454	8.8533	664	0.5933	0.7521	0.5933	0.7703
0.4454	8.88	666	0.6011	0.7502	0.6011	0.7753
0.4454	8.9067	668	0.6064	0.7502	0.6064	0.7787
0.4454	8.9333	670	0.6085	0.7502	0.6085	0.7801
0.4454	8.96	672	0.6127	0.7502	0.6127	0.7828
0.4454	8.9867	674	0.6135	0.7502	0.6135	0.7833
0.4454	9.0133	676	0.6153	0.7502	0.6153	0.7844
0.4454	9.04	678	0.6194	0.7502	0.6194	0.7870
0.4454	9.0667	680	0.6207	0.7502	0.6207	0.7878
0.4454	9.0933	682	0.6229	0.7502	0.6229	0.7893
0.4454	9.12	684	0.6248	0.7502	0.6248	0.7904
0.4454	9.1467	686	0.6258	0.7502	0.6258	0.7911
0.4454	9.1733	688	0.6228	0.7502	0.6228	0.7892
0.4454	9.2	690	0.6169	0.7548	0.6169	0.7854
0.4454	9.2267	692	0.6112	0.7455	0.6112	0.7818
0.4454	9.2533	694	0.6105	0.7455	0.6105	0.7814
0.4454	9.28	696	0.6108	0.7455	0.6108	0.7815
0.4454	9.3067	698	0.6111	0.7455	0.6111	0.7818
0.4454	9.3333	700	0.6135	0.7455	0.6135	0.7832
0.4454	9.36	702	0.6178	0.7548	0.6178	0.7860
0.4454	9.3867	704	0.6212	0.7484	0.6212	0.7881
0.4454	9.4133	706	0.6229	0.7502	0.6229	0.7893
0.4454	9.44	708	0.6256	0.7502	0.6256	0.7909
0.4454	9.4667	710	0.6303	0.7457	0.6303	0.7939
0.4454	9.4933	712	0.6323	0.7457	0.6323	0.7952
0.4454	9.52	714	0.6319	0.7457	0.6319	0.7949
0.4454	9.5467	716	0.6326	0.7457	0.6326	0.7953
0.4454	9.5733	718	0.6331	0.7457	0.6331	0.7957
0.4454	9.6	720	0.6304	0.7457	0.6304	0.7939
0.4454	9.6267	722	0.6257	0.7457	0.6257	0.7910
0.4454	9.6533	724	0.6228	0.7502	0.6228	0.7891
0.4454	9.68	726	0.6213	0.7502	0.6213	0.7882
0.4454	9.7067	728	0.6194	0.7441	0.6194	0.7870
0.4454	9.7333	730	0.6179	0.7441	0.6179	0.7860
0.4454	9.76	732	0.6173	0.7465	0.6173	0.7857
0.4454	9.7867	734	0.6177	0.7465	0.6177	0.7860
0.4454	9.8133	736	0.6176	0.7465	0.6176	0.7859
0.4454	9.84	738	0.6167	0.7465	0.6167	0.7853
0.4454	9.8667	740	0.6158	0.7465	0.6158	0.7847
0.4454	9.8933	742	0.6150	0.7465	0.6150	0.7842
0.4454	9.92	744	0.6146	0.7465	0.6146	0.7840
0.4454	9.9467	746	0.6146	0.7465	0.6146	0.7840
0.4454	9.9733	748	0.6146	0.7465	0.6146	0.7840
0.4454	10.0	750	0.6146	0.7465	0.6146	0.7839

Framework versions

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