ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k14_task3_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: 0.5595
• Qwk: 0.3000
• Mse: 0.5595
• Rmse: 0.7480

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	3.4956	-0.0066	3.4956	1.8697
No log	0.0488	4	1.9712	-0.0070	1.9712	1.4040
No log	0.0732	6	1.0703	0.0588	1.0703	1.0346
No log	0.0976	8	0.7374	0.0909	0.7374	0.8587
No log	0.1220	10	1.0111	0.0370	1.0111	1.0055
No log	0.1463	12	1.7536	-0.0182	1.7536	1.3242
No log	0.1707	14	1.2801	-0.0081	1.2801	1.1314
No log	0.1951	16	0.7286	0.1414	0.7286	0.8536
No log	0.2195	18	0.7766	0.2766	0.7766	0.8813
No log	0.2439	20	0.8535	0.2692	0.8535	0.9239
No log	0.2683	22	0.7936	0.2919	0.7936	0.8908
No log	0.2927	24	0.9531	0.0929	0.9531	0.9763
No log	0.3171	26	1.0105	0.0	1.0105	1.0052
No log	0.3415	28	1.0059	0.0038	1.0059	1.0029
No log	0.3659	30	0.9778	0.0038	0.9778	0.9889
No log	0.3902	32	0.9469	0.0388	0.9469	0.9731
No log	0.4146	34	0.6998	0.1913	0.6998	0.8366
No log	0.4390	36	0.6084	0.1407	0.6084	0.7800
No log	0.4634	38	0.7567	-0.0417	0.7567	0.8699
No log	0.4878	40	1.0016	0.0159	1.0016	1.0008
No log	0.5122	42	0.8834	0.0159	0.8834	0.9399
No log	0.5366	44	0.8755	0.0159	0.8755	0.9357
No log	0.5610	46	0.8283	-0.0411	0.8283	0.9101
No log	0.5854	48	0.7654	-0.1111	0.7654	0.8749
No log	0.6098	50	0.6668	0.0725	0.6668	0.8166
No log	0.6341	52	0.6983	-0.0769	0.6983	0.8357
No log	0.6585	54	0.8920	-0.0046	0.8920	0.9444
No log	0.6829	56	1.1852	0.0569	1.1852	1.0887
No log	0.7073	58	1.1296	0.0667	1.1296	1.0628
No log	0.7317	60	0.9790	0.0578	0.9790	0.9894
No log	0.7561	62	0.8708	0.0423	0.8708	0.9332
No log	0.7805	64	0.6345	0.1111	0.6345	0.7966
No log	0.8049	66	0.5789	0.0569	0.5789	0.7609
No log	0.8293	68	0.5831	0.0476	0.5831	0.7636
No log	0.8537	70	0.7978	-0.0667	0.7978	0.8932
No log	0.8780	72	1.0381	0.0370	1.0381	1.0189
No log	0.9024	74	0.8538	0.0249	0.8538	0.9240
No log	0.9268	76	0.6344	0.2973	0.6344	0.7965
No log	0.9512	78	0.8262	0.1568	0.8262	0.9089
No log	0.9756	80	0.8267	0.12	0.8267	0.9092
No log	1.0	82	0.6593	0.1788	0.6593	0.8120
No log	1.0244	84	0.6605	0.1556	0.6605	0.8127
No log	1.0488	86	1.2951	0.0476	1.2951	1.1380
No log	1.0732	88	1.5530	0.0	1.5530	1.2462
No log	1.0976	90	1.3865	0.0	1.3865	1.1775
No log	1.1220	92	0.9765	0.0476	0.9765	0.9882
No log	1.1463	94	0.5996	0.2970	0.5996	0.7743
No log	1.1707	96	0.5506	0.0	0.5506	0.7420
No log	1.1951	98	0.5932	0.0815	0.5932	0.7702
No log	1.2195	100	0.6047	0.0815	0.6047	0.7776
No log	1.2439	102	0.6107	0.0649	0.6107	0.7815
No log	1.2683	104	1.0529	0.0991	1.0529	1.0261
No log	1.2927	106	1.5382	0.0565	1.5382	1.2403
No log	1.3171	108	1.3439	0.0861	1.3439	1.1593
No log	1.3415	110	0.8193	0.0918	0.8193	0.9051
No log	1.3659	112	0.6185	0.1807	0.6185	0.7865
No log	1.3902	114	0.6890	0.1753	0.6890	0.8301
No log	1.4146	116	0.7145	0.2637	0.7145	0.8453
No log	1.4390	118	0.6152	0.1716	0.6152	0.7843
No log	1.4634	120	0.7790	0.1133	0.7790	0.8826
No log	1.4878	122	1.0301	0.1071	1.0301	1.0150
No log	1.5122	124	1.1107	0.0609	1.1107	1.0539
No log	1.5366	126	1.1096	0.0609	1.1096	1.0534
No log	1.5610	128	0.8231	0.1416	0.8231	0.9073
No log	1.5854	130	0.6745	0.2919	0.6745	0.8213
No log	1.6098	132	0.7990	0.1927	0.7990	0.8938
No log	1.6341	134	0.8750	0.1930	0.8750	0.9354
No log	1.6585	136	0.6300	0.2727	0.6300	0.7938
No log	1.6829	138	0.7279	0.2744	0.7279	0.8532
No log	1.7073	140	0.7033	0.2727	0.7033	0.8386
No log	1.7317	142	0.5817	0.2746	0.5817	0.7627
No log	1.7561	144	0.7933	0.2390	0.7933	0.8907
No log	1.7805	146	0.7049	0.2919	0.7049	0.8396
No log	1.8049	148	0.6140	0.2381	0.6140	0.7836
No log	1.8293	150	0.7971	0.2074	0.7971	0.8928
No log	1.8537	152	0.7683	0.1848	0.7683	0.8765
No log	1.8780	154	0.6315	0.2381	0.6315	0.7947
No log	1.9024	156	0.6079	0.3641	0.6079	0.7796
No log	1.9268	158	0.6083	0.1186	0.6083	0.7799
No log	1.9512	160	0.6328	0.1398	0.6328	0.7955
No log	1.9756	162	0.6152	0.3591	0.6152	0.7844
No log	2.0	164	0.6234	0.1724	0.6234	0.7895
No log	2.0244	166	0.6224	0.3412	0.6224	0.7890
No log	2.0488	168	0.6355	0.2088	0.6355	0.7972
No log	2.0732	170	0.7448	0.1765	0.7448	0.8630
No log	2.0976	172	0.7328	0.2000	0.7328	0.8561
No log	2.1220	174	0.7790	0.2072	0.7790	0.8826
No log	2.1463	176	0.8740	0.1464	0.8740	0.9349
No log	2.1707	178	0.8103	0.1790	0.8103	0.9002
No log	2.1951	180	0.6433	0.2201	0.6433	0.8021
No log	2.2195	182	0.7076	0.0805	0.7076	0.8412
No log	2.2439	184	0.6272	0.2109	0.6272	0.7920
No log	2.2683	186	0.6161	0.2109	0.6161	0.7849
No log	2.2927	188	0.6049	0.2000	0.6049	0.7777
No log	2.3171	190	0.6179	0.2000	0.6179	0.7860
No log	2.3415	192	0.6515	0.1529	0.6515	0.8072
No log	2.3659	194	0.6451	0.1304	0.6451	0.8032
No log	2.3902	196	0.6755	0.1364	0.6755	0.8219
No log	2.4146	198	0.7151	0.0995	0.7151	0.8456
No log	2.4390	200	0.7375	0.1364	0.7375	0.8588
No log	2.4634	202	0.7848	0.1919	0.7848	0.8859
No log	2.4878	204	0.6877	0.1285	0.6877	0.8293
No log	2.5122	206	0.7415	0.1759	0.7415	0.8611
No log	2.5366	208	0.6601	0.1732	0.6601	0.8124
No log	2.5610	210	0.6572	0.1186	0.6572	0.8106
No log	2.5854	212	0.6645	0.1138	0.6645	0.8152
No log	2.6098	214	0.6780	0.1910	0.6780	0.8234
No log	2.6341	216	0.6782	0.2000	0.6782	0.8235
No log	2.6585	218	0.7047	0.2161	0.7047	0.8395
No log	2.6829	220	0.9352	0.1652	0.9352	0.9670
No log	2.7073	222	0.8781	0.1786	0.8781	0.9371
No log	2.7317	224	0.7369	0.2315	0.7369	0.8584
No log	2.7561	226	0.8601	0.1786	0.8601	0.9274
No log	2.7805	228	0.9303	0.1186	0.9303	0.9645
No log	2.8049	230	0.7546	0.1921	0.7546	0.8687
No log	2.8293	232	0.7260	0.1845	0.7260	0.8520
No log	2.8537	234	0.7357	0.1925	0.7357	0.8577
No log	2.8780	236	0.7665	0.2222	0.7665	0.8755
No log	2.9024	238	0.7554	0.1790	0.7554	0.8692
No log	2.9268	240	0.7518	0.1652	0.7518	0.8671
No log	2.9512	242	0.7284	0.2146	0.7284	0.8535
No log	2.9756	244	0.7240	0.1925	0.7240	0.8509
No log	3.0	246	0.7397	0.2536	0.7397	0.8601
No log	3.0244	248	0.8133	0.2661	0.8133	0.9018
No log	3.0488	250	0.7198	0.2830	0.7198	0.8484
No log	3.0732	252	0.8259	0.1781	0.8259	0.9088
No log	3.0976	254	0.8269	0.2000	0.8269	0.9093
No log	3.1220	256	0.6741	0.2661	0.6741	0.8210
No log	3.1463	258	0.5814	0.2832	0.5814	0.7625
No log	3.1707	260	0.6352	0.2258	0.6352	0.7970
No log	3.1951	262	0.6111	0.2432	0.6111	0.7817
No log	3.2195	264	0.6125	0.4346	0.6125	0.7826
No log	3.2439	266	0.7626	0.1855	0.7626	0.8733
No log	3.2683	268	0.6979	0.2830	0.6979	0.8354
No log	3.2927	270	0.6515	0.3035	0.6515	0.8071
No log	3.3171	272	0.7206	0.2811	0.7206	0.8489
No log	3.3415	274	0.6694	0.3462	0.6694	0.8182
No log	3.3659	276	0.6069	0.3402	0.6069	0.7790
No log	3.3902	278	0.6875	0.2332	0.6875	0.8291
No log	3.4146	280	0.6016	0.3333	0.6016	0.7756
No log	3.4390	282	0.5602	0.2558	0.5602	0.7485
No log	3.4634	284	0.5629	0.2393	0.5629	0.7502
No log	3.4878	286	0.5620	0.2298	0.5620	0.7497
No log	3.5122	288	0.6335	0.2273	0.6335	0.7959
No log	3.5366	290	0.6051	0.2370	0.6051	0.7779
No log	3.5610	292	0.5659	0.1788	0.5659	0.7523
No log	3.5854	294	0.5865	0.2000	0.5865	0.7658
No log	3.6098	296	0.5867	0.2471	0.5867	0.7660
No log	3.6341	298	0.5972	0.2575	0.5972	0.7728
No log	3.6585	300	0.6088	0.2787	0.6088	0.7803
No log	3.6829	302	0.6597	0.1724	0.6597	0.8122
No log	3.7073	304	0.8295	0.2000	0.8295	0.9108
No log	3.7317	306	0.7874	0.2294	0.7874	0.8873
No log	3.7561	308	0.6048	0.2941	0.6048	0.7777
No log	3.7805	310	0.6467	0.2161	0.6467	0.8042
No log	3.8049	312	0.6688	0.2513	0.6688	0.8178
No log	3.8293	314	0.5870	0.3258	0.5870	0.7662
No log	3.8537	316	0.5920	0.2000	0.5920	0.7694
No log	3.8780	318	0.6279	0.1716	0.6279	0.7924
No log	3.9024	320	0.6066	0.1529	0.6066	0.7789
No log	3.9268	322	0.6264	0.2090	0.6264	0.7914
No log	3.9512	324	0.6113	0.1818	0.6113	0.7819
No log	3.9756	326	0.6110	0.2967	0.6110	0.7817
No log	4.0	328	0.6129	0.2265	0.6129	0.7829
No log	4.0244	330	0.6301	0.2727	0.6301	0.7938
No log	4.0488	332	0.6128	0.2865	0.6128	0.7828
No log	4.0732	334	0.6284	0.3263	0.6284	0.7927
No log	4.0976	336	0.6142	0.2609	0.6142	0.7837
No log	4.1220	338	0.6136	0.2626	0.6136	0.7833
No log	4.1463	340	0.6145	0.3216	0.6145	0.7839
No log	4.1707	342	0.6184	0.2707	0.6184	0.7864
No log	4.1951	344	0.7419	0.2653	0.7419	0.8613
No log	4.2195	346	0.8349	0.1133	0.8349	0.9137
No log	4.2439	348	0.7113	0.2251	0.7113	0.8434
No log	4.2683	350	0.5752	0.3000	0.5752	0.7584
No log	4.2927	352	0.5766	0.2914	0.5766	0.7593
No log	4.3171	354	0.5775	0.3563	0.5775	0.7599
No log	4.3415	356	0.5487	0.2418	0.5487	0.7407
No log	4.3659	358	0.6528	0.3297	0.6528	0.8080
No log	4.3902	360	1.0107	0.1212	1.0107	1.0054
No log	4.4146	362	1.2550	0.0897	1.2550	1.1203
No log	4.4390	364	1.1628	0.0897	1.1628	1.0783
No log	4.4634	366	0.8463	0.1481	0.8463	0.9199
No log	4.4878	368	0.5944	0.2832	0.5944	0.7710
No log	4.5122	370	0.5185	0.25	0.5185	0.7201
No log	4.5366	372	0.5229	0.3208	0.5229	0.7231
No log	4.5610	374	0.5198	0.2911	0.5198	0.7209
No log	4.5854	376	0.5424	0.2771	0.5424	0.7365
No log	4.6098	378	0.6359	0.3297	0.6359	0.7974
No log	4.6341	380	0.7938	0.1527	0.7938	0.8910
No log	4.6585	382	0.8143	0.1776	0.8143	0.9024
No log	4.6829	384	0.6862	0.2653	0.6862	0.8284
No log	4.7073	386	0.5848	0.3407	0.5848	0.7647
No log	4.7317	388	0.6304	0.2487	0.6304	0.7940
No log	4.7561	390	0.6295	0.2083	0.6295	0.7934
No log	4.7805	392	0.6174	0.3224	0.6174	0.7857
No log	4.8049	394	0.7085	0.3043	0.7085	0.8417
No log	4.8293	396	0.8434	0.1336	0.8434	0.9184
No log	4.8537	398	0.7845	0.1133	0.7845	0.8857
No log	4.8780	400	0.6547	0.2000	0.6547	0.8091
No log	4.9024	402	0.6165	0.2298	0.6165	0.7852
No log	4.9268	404	0.5905	0.2593	0.5905	0.7685
No log	4.9512	406	0.5947	0.2208	0.5947	0.7712
No log	4.9756	408	0.5832	0.2105	0.5832	0.7637
No log	5.0	410	0.5985	0.1902	0.5985	0.7736
No log	5.0244	412	0.7265	0.1340	0.7265	0.8524
No log	5.0488	414	0.8821	0.1193	0.8821	0.9392
No log	5.0732	416	0.8584	0.1628	0.8584	0.9265
No log	5.0976	418	0.6870	0.1648	0.6870	0.8289
No log	5.1220	420	0.5779	0.2195	0.5779	0.7602
No log	5.1463	422	0.6073	0.2795	0.6073	0.7793
No log	5.1707	424	0.5913	0.3208	0.5913	0.7690
No log	5.1951	426	0.5738	0.2393	0.5738	0.7575
No log	5.2195	428	0.5771	0.2393	0.5771	0.7597
No log	5.2439	430	0.5913	0.2381	0.5913	0.7690
No log	5.2683	432	0.6015	0.2381	0.6015	0.7755
No log	5.2927	434	0.5909	0.2393	0.5909	0.7687
No log	5.3171	436	0.6221	0.3073	0.6221	0.7887
No log	5.3415	438	0.6090	0.3103	0.6090	0.7804
No log	5.3659	440	0.6040	0.3103	0.6040	0.7772
No log	5.3902	442	0.5820	0.3000	0.5820	0.7629
No log	5.4146	444	0.5793	0.2485	0.5793	0.7611
No log	5.4390	446	0.5750	0.2195	0.5750	0.7583
No log	5.4634	448	0.6010	0.2542	0.6010	0.7753
No log	5.4878	450	0.5942	0.1813	0.5942	0.7708
No log	5.5122	452	0.5702	0.2575	0.5702	0.7551
No log	5.5366	454	0.5675	0.2516	0.5675	0.7533
No log	5.5610	456	0.5659	0.2516	0.5659	0.7523
No log	5.5854	458	0.5637	0.1795	0.5637	0.7508
No log	5.6098	460	0.5615	0.2405	0.5615	0.7494
No log	5.6341	462	0.5656	0.2381	0.5656	0.7521
No log	5.6585	464	0.5629	0.2000	0.5629	0.7503
No log	5.6829	466	0.5567	0.1795	0.5567	0.7461
No log	5.7073	468	0.5696	0.3000	0.5696	0.7547
No log	5.7317	470	0.5755	0.2749	0.5755	0.7586
No log	5.7561	472	0.5796	0.2749	0.5796	0.7613
No log	5.7805	474	0.5847	0.2727	0.5847	0.7646
No log	5.8049	476	0.5769	0.2994	0.5769	0.7595
No log	5.8293	478	0.5889	0.3333	0.5889	0.7674
No log	5.8537	480	0.5821	0.3216	0.5821	0.7630
No log	5.8780	482	0.5714	0.2832	0.5714	0.7559
No log	5.9024	484	0.5794	0.2795	0.5794	0.7612
No log	5.9268	486	0.5674	0.2941	0.5674	0.7532
No log	5.9512	488	0.5607	0.1899	0.5607	0.7488
No log	5.9756	490	0.5638	0.1592	0.5638	0.7509
No log	6.0	492	0.5902	0.2575	0.5902	0.7682
No log	6.0244	494	0.5940	0.2457	0.5940	0.7707
No log	6.0488	496	0.6084	0.2809	0.6084	0.7800
No log	6.0732	498	0.5949	0.2558	0.5949	0.7713
0.4363	6.0976	500	0.5829	0.2201	0.5829	0.7635
0.4363	6.1220	502	0.5816	0.2201	0.5816	0.7626
0.4363	6.1463	504	0.5791	0.2201	0.5791	0.7610
0.4363	6.1707	506	0.5861	0.2201	0.5861	0.7656
0.4363	6.1951	508	0.6034	0.2994	0.6034	0.7768
0.4363	6.2195	510	0.6037	0.2644	0.6037	0.7770
0.4363	6.2439	512	0.5908	0.3182	0.5908	0.7686
0.4363	6.2683	514	0.6091	0.3136	0.6091	0.7804
0.4363	6.2927	516	0.6008	0.3136	0.6008	0.7751
0.4363	6.3171	518	0.5760	0.2381	0.5760	0.7590
0.4363	6.3415	520	0.5641	0.2795	0.5641	0.7511
0.4363	6.3659	522	0.5676	0.2201	0.5676	0.7534
0.4363	6.3902	524	0.5957	0.3054	0.5957	0.7718
0.4363	6.4146	526	0.5938	0.2683	0.5938	0.7706
0.4363	6.4390	528	0.5754	0.1579	0.5754	0.7585
0.4363	6.4634	530	0.5699	0.1579	0.5699	0.7549
0.4363	6.4878	532	0.5656	0.2911	0.5656	0.7521
0.4363	6.5122	534	0.5791	0.3247	0.5791	0.7610
0.4363	6.5366	536	0.5710	0.2516	0.5710	0.7557
0.4363	6.5610	538	0.5661	0.2405	0.5661	0.7524
0.4363	6.5854	540	0.5671	0.2102	0.5671	0.7530
0.4363	6.6098	542	0.5704	0.2102	0.5704	0.7553
0.4363	6.6341	544	0.5728	0.2970	0.5728	0.7569
0.4363	6.6585	546	0.5691	0.2683	0.5691	0.7544
0.4363	6.6829	548	0.5749	0.2663	0.5749	0.7582
0.4363	6.7073	550	0.5769	0.3371	0.5769	0.7595
0.4363	6.7317	552	0.5775	0.3371	0.5775	0.7599
0.4363	6.7561	554	0.5793	0.3103	0.5793	0.7611
0.4363	6.7805	556	0.5841	0.2832	0.5841	0.7642
0.4363	6.8049	558	0.5754	0.2832	0.5754	0.7586
0.4363	6.8293	560	0.5705	0.2970	0.5705	0.7553
0.4363	6.8537	562	0.5659	0.3086	0.5659	0.7522
0.4363	6.8780	564	0.5547	0.3000	0.5547	0.7448
0.4363	6.9024	566	0.5509	0.2201	0.5509	0.7422
0.4363	6.9268	568	0.5497	0.2000	0.5497	0.7414
0.4363	6.9512	570	0.5500	0.2109	0.5500	0.7416
0.4363	6.9756	572	0.5502	0.2222	0.5502	0.7417
0.4363	7.0	574	0.5611	0.3247	0.5611	0.7491
0.4363	7.0244	576	0.5746	0.3208	0.5746	0.7580
0.4363	7.0488	578	0.5797	0.2821	0.5797	0.7613
0.4363	7.0732	580	0.5602	0.3247	0.5602	0.7485
0.4363	7.0976	582	0.5535	0.1895	0.5535	0.7440
0.4363	7.1220	584	0.5537	0.1895	0.5537	0.7441
0.4363	7.1463	586	0.5582	0.1895	0.5582	0.7471
0.4363	7.1707	588	0.5708	0.2970	0.5708	0.7555
0.4363	7.1951	590	0.5794	0.2970	0.5794	0.7612
0.4363	7.2195	592	0.5763	0.2857	0.5763	0.7591
0.4363	7.2439	594	0.5755	0.2832	0.5755	0.7586
0.4363	7.2683	596	0.5726	0.3216	0.5726	0.7567
0.4363	7.2927	598	0.5719	0.3216	0.5719	0.7563
0.4363	7.3171	600	0.5745	0.2832	0.5745	0.7580
0.4363	7.3415	602	0.5962	0.2575	0.5962	0.7721
0.4363	7.3659	604	0.6146	0.2795	0.6146	0.7840
0.4363	7.3902	606	0.6232	0.2771	0.6232	0.7894
0.4363	7.4146	608	0.5863	0.2683	0.5863	0.7657
0.4363	7.4390	610	0.5661	0.2857	0.5661	0.7524
0.4363	7.4634	612	0.5610	0.2970	0.5610	0.7490
0.4363	7.4878	614	0.5612	0.3374	0.5612	0.7492
0.4363	7.5122	616	0.5566	0.3000	0.5566	0.7461
0.4363	7.5366	618	0.5531	0.1895	0.5531	0.7437
0.4363	7.5610	620	0.5621	0.2201	0.5621	0.7497
0.4363	7.5854	622	0.5695	0.2683	0.5695	0.7546
0.4363	7.6098	624	0.5589	0.2201	0.5589	0.7476
0.4363	7.6341	626	0.5509	0.2215	0.5509	0.7422
0.4363	7.6585	628	0.5489	0.2215	0.5489	0.7409
0.4363	7.6829	630	0.5474	0.2109	0.5474	0.7399
0.4363	7.7073	632	0.5452	0.2109	0.5452	0.7384
0.4363	7.7317	634	0.5440	0.1788	0.5440	0.7376
0.4363	7.7561	636	0.5484	0.35	0.5484	0.7405
0.4363	7.7805	638	0.5491	0.35	0.5491	0.7410
0.4363	7.8049	640	0.5472	0.2000	0.5472	0.7397
0.4363	7.8293	642	0.5495	0.2632	0.5495	0.7413
0.4363	7.8537	644	0.5614	0.2704	0.5614	0.7492
0.4363	7.8780	646	0.5660	0.2821	0.5660	0.7523
0.4363	7.9024	648	0.5514	0.2215	0.5514	0.7425
0.4363	7.9268	650	0.5407	0.2000	0.5407	0.7353
0.4363	7.9512	652	0.5402	0.2000	0.5402	0.7350
0.4363	7.9756	654	0.5407	0.2653	0.5407	0.7353
0.4363	8.0	656	0.5377	0.2653	0.5377	0.7333
0.4363	8.0244	658	0.5341	0.2000	0.5341	0.7308
0.4363	8.0488	660	0.5326	0.2000	0.5326	0.7298
0.4363	8.0732	662	0.5321	0.2533	0.5321	0.7294
0.4363	8.0976	664	0.5419	0.3247	0.5419	0.7362
0.4363	8.1220	666	0.5502	0.2848	0.5502	0.7418
0.4363	8.1463	668	0.5565	0.2821	0.5565	0.7460
0.4363	8.1707	670	0.5529	0.2821	0.5529	0.7436
0.4363	8.1951	672	0.5392	0.3247	0.5392	0.7343
0.4363	8.2195	674	0.5305	0.2516	0.5305	0.7284
0.4363	8.2439	676	0.5286	0.2516	0.5286	0.7270
0.4363	8.2683	678	0.5327	0.2516	0.5327	0.7299
0.4363	8.2927	680	0.5456	0.3247	0.5456	0.7387
0.4363	8.3171	682	0.5480	0.3208	0.5480	0.7403
0.4363	8.3415	684	0.5430	0.3247	0.5430	0.7369
0.4363	8.3659	686	0.5450	0.3121	0.5450	0.7382
0.4363	8.3902	688	0.5523	0.3208	0.5523	0.7432
0.4363	8.4146	690	0.5501	0.3121	0.5501	0.7417
0.4363	8.4390	692	0.5451	0.1895	0.5451	0.7383
0.4363	8.4634	694	0.5480	0.2970	0.5480	0.7403
0.4363	8.4878	696	0.5494	0.2970	0.5494	0.7412
0.4363	8.5122	698	0.5481	0.2970	0.5481	0.7403
0.4363	8.5366	700	0.5505	0.2516	0.5505	0.7420
0.4363	8.5610	702	0.5681	0.3208	0.5681	0.7537
0.4363	8.5854	704	0.5894	0.3171	0.5894	0.7677
0.4363	8.6098	706	0.5996	0.2795	0.5996	0.7743
0.4363	8.6341	708	0.5992	0.2795	0.5992	0.7741
0.4363	8.6585	710	0.5789	0.3171	0.5789	0.7609
0.4363	8.6829	712	0.5582	0.3086	0.5582	0.7471
0.4363	8.7073	714	0.5497	0.3000	0.5497	0.7414
0.4363	8.7317	716	0.5444	0.2516	0.5444	0.7378
0.4363	8.7561	718	0.5438	0.2298	0.5438	0.7374
0.4363	8.7805	720	0.5442	0.1698	0.5442	0.7377
0.4363	8.8049	722	0.5438	0.2099	0.5438	0.7374
0.4363	8.8293	724	0.5435	0.2099	0.5435	0.7372
0.4363	8.8537	726	0.5440	0.2099	0.5440	0.7376
0.4363	8.8780	728	0.5435	0.2099	0.5435	0.7372
0.4363	8.9024	730	0.5417	0.1698	0.5417	0.7360
0.4363	8.9268	732	0.5413	0.2298	0.5413	0.7357
0.4363	8.9512	734	0.5410	0.2298	0.5410	0.7355
0.4363	8.9756	736	0.5412	0.2298	0.5412	0.7357
0.4363	9.0	738	0.5432	0.2405	0.5432	0.7370
0.4363	9.0244	740	0.5492	0.3000	0.5492	0.7411
0.4363	9.0488	742	0.5556	0.3086	0.5556	0.7454
0.4363	9.0732	744	0.5570	0.3086	0.5570	0.7463
0.4363	9.0976	746	0.5582	0.3086	0.5582	0.7471
0.4363	9.1220	748	0.5566	0.2405	0.5566	0.7460
0.4363	9.1463	750	0.5556	0.1795	0.5556	0.7454
0.4363	9.1707	752	0.5570	0.2099	0.5570	0.7464
0.4363	9.1951	754	0.5577	0.2099	0.5577	0.7468
0.4363	9.2195	756	0.5585	0.1795	0.5585	0.7473
0.4363	9.2439	758	0.5606	0.2405	0.5606	0.7487
0.4363	9.2683	760	0.5638	0.2611	0.5638	0.7509
0.4363	9.2927	762	0.5671	0.3208	0.5671	0.7531
0.4363	9.3171	764	0.5692	0.3208	0.5692	0.7545
0.4363	9.3415	766	0.5687	0.3208	0.5687	0.7541
0.4363	9.3659	768	0.5665	0.3208	0.5665	0.7527
0.4363	9.3902	770	0.5659	0.3208	0.5659	0.7523
0.4363	9.4146	772	0.5654	0.3208	0.5654	0.7519
0.4363	9.4390	774	0.5650	0.3208	0.5650	0.7517
0.4363	9.4634	776	0.5647	0.3086	0.5647	0.7514
0.4363	9.4878	778	0.5644	0.3086	0.5644	0.7513
0.4363	9.5122	780	0.5632	0.2970	0.5632	0.7504
0.4363	9.5366	782	0.5639	0.2970	0.5639	0.7509
0.4363	9.5610	784	0.5639	0.2970	0.5639	0.7510
0.4363	9.5854	786	0.5638	0.2970	0.5638	0.7509
0.4363	9.6098	788	0.5625	0.2970	0.5625	0.7500
0.4363	9.6341	790	0.5606	0.3000	0.5606	0.7488
0.4363	9.6585	792	0.5591	0.2516	0.5591	0.7477
0.4363	9.6829	794	0.5580	0.2516	0.5580	0.7470
0.4363	9.7073	796	0.5576	0.2516	0.5576	0.7468
0.4363	9.7317	798	0.5582	0.2516	0.5582	0.7472
0.4363	9.7561	800	0.5590	0.3000	0.5590	0.7477
0.4363	9.7805	802	0.5591	0.3000	0.5591	0.7478
0.4363	9.8049	804	0.5593	0.3000	0.5593	0.7479
0.4363	9.8293	806	0.5595	0.3000	0.5595	0.7480
0.4363	9.8537	808	0.5601	0.3000	0.5601	0.7484
0.4363	9.8780	810	0.5606	0.3000	0.5606	0.7487
0.4363	9.9024	812	0.5604	0.3000	0.5604	0.7486
0.4363	9.9268	814	0.5601	0.3000	0.5601	0.7484
0.4363	9.9512	816	0.5597	0.3000	0.5597	0.7481
0.4363	9.9756	818	0.5595	0.3000	0.5595	0.7480
0.4363	10.0	820	0.5595	0.3000	0.5595	0.7480

Framework versions

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