Arabic_FineTuningAraBERT_AugV0_k20_task1_organization_fold1

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: 0.5115
• Qwk: 0.6769
• Mse: 0.5115
• Rmse: 0.7152

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	0.0183	2	2.9306	-0.0164	2.9306	1.7119
No log	0.0367	4	1.5777	0.1026	1.5777	1.2561
No log	0.0550	6	0.9953	0.2222	0.9953	0.9976
No log	0.0734	8	0.7768	0.3497	0.7768	0.8814
No log	0.0917	10	0.7496	0.1529	0.7496	0.8658
No log	0.1101	12	0.9589	0.1529	0.9589	0.9792
No log	0.1284	14	1.0377	0.0	1.0377	1.0187
No log	0.1468	16	1.0124	0.0	1.0124	1.0062
No log	0.1651	18	0.9657	0.0	0.9657	0.9827
No log	0.1835	20	0.9179	0.0	0.9179	0.9581
No log	0.2018	22	0.8268	0.1529	0.8268	0.9093
No log	0.2202	24	0.6982	0.2125	0.6982	0.8356
No log	0.2385	26	0.6313	0.4940	0.6313	0.7945
No log	0.2569	28	0.6215	0.4940	0.6215	0.7883
No log	0.2752	30	0.7155	0.2125	0.7155	0.8459
No log	0.2936	32	0.7973	0.2125	0.7973	0.8929
No log	0.3119	34	0.7594	0.2125	0.7594	0.8715
No log	0.3303	36	0.7459	0.3558	0.7459	0.8637
No log	0.3486	38	0.7064	0.3558	0.7064	0.8404
No log	0.3670	40	0.6497	0.3558	0.6497	0.8060
No log	0.3853	42	0.6177	0.3558	0.6177	0.7859
No log	0.4037	44	0.5878	0.3558	0.5878	0.7667
No log	0.4220	46	0.5184	0.4940	0.5184	0.7200
No log	0.4404	48	0.5041	0.4940	0.5041	0.7100
No log	0.4587	50	0.4943	0.5792	0.4943	0.7030
No log	0.4771	52	0.4238	0.5243	0.4238	0.6510
No log	0.4954	54	0.4091	0.5570	0.4091	0.6396
No log	0.5138	56	0.4729	0.6667	0.4729	0.6877
No log	0.5321	58	0.4047	0.6048	0.4047	0.6362
No log	0.5505	60	0.4726	0.6094	0.4726	0.6875
No log	0.5688	62	0.5383	0.3558	0.5383	0.7337
No log	0.5872	64	0.5599	0.3558	0.5599	0.7482
No log	0.6055	66	0.5666	0.3253	0.5666	0.7528
No log	0.6239	68	0.5561	0.3558	0.5561	0.7457
No log	0.6422	70	0.5686	0.4368	0.5686	0.7541
No log	0.6606	72	0.5783	0.4324	0.5783	0.7605
No log	0.6789	74	0.6024	0.4324	0.6024	0.7761
No log	0.6972	76	0.5742	0.4324	0.5742	0.7578
No log	0.7156	78	0.5279	0.4368	0.5279	0.7265
No log	0.7339	80	0.5239	0.3200	0.5239	0.7238
No log	0.7523	82	0.5707	0.4494	0.5707	0.7554
No log	0.7706	84	0.5586	0.3200	0.5586	0.7474
No log	0.7890	86	0.5680	0.3253	0.5680	0.7537
No log	0.8073	88	0.5867	0.3558	0.5867	0.7660
No log	0.8257	90	0.5904	0.3558	0.5904	0.7684
No log	0.8440	92	0.5747	0.3558	0.5747	0.7581
No log	0.8624	94	0.5566	0.4368	0.5566	0.7460
No log	0.8807	96	0.5560	0.5081	0.5560	0.7457
No log	0.8991	98	0.5663	0.6471	0.5663	0.7525
No log	0.9174	100	0.5129	0.6784	0.5129	0.7162
No log	0.9358	102	0.4505	0.7348	0.4505	0.6712
No log	0.9541	104	0.4708	0.7348	0.4708	0.6861
No log	0.9725	106	0.5475	0.6912	0.5475	0.7399
No log	0.9908	108	0.6260	0.7	0.6260	0.7912
No log	1.0092	110	0.7812	0.5191	0.7812	0.8839
No log	1.0275	112	0.8231	0.5191	0.8231	0.9072
No log	1.0459	114	0.7983	0.5259	0.7983	0.8935
No log	1.0642	116	0.7436	0.5415	0.7436	0.8623
No log	1.0826	118	0.6963	0.5917	0.6963	0.8345
No log	1.1009	120	0.7376	0.5725	0.7376	0.8588
No log	1.1193	122	0.6583	0.6459	0.6583	0.8114
No log	1.1376	124	0.6496	0.6459	0.6496	0.8060
No log	1.1560	126	0.6373	0.5917	0.6373	0.7983
No log	1.1743	128	0.5785	0.4928	0.5785	0.7606
No log	1.1927	130	0.5794	0.4286	0.5794	0.7612
No log	1.2110	132	0.5712	0.4324	0.5712	0.7558
No log	1.2294	134	0.6368	0.4286	0.6368	0.7980
No log	1.2477	136	0.8030	0.5725	0.8030	0.8961
No log	1.2661	138	0.8717	0.5725	0.8717	0.9336
No log	1.2844	140	0.7880	0.5259	0.7880	0.8877
No log	1.3028	142	0.6506	0.4324	0.6506	0.8066
No log	1.3211	144	0.5834	0.4068	0.5834	0.7638
No log	1.3394	146	0.5595	0.4227	0.5595	0.7480
No log	1.3578	148	0.6099	0.6008	0.6099	0.7810
No log	1.3761	150	0.5857	0.6392	0.5857	0.7653
No log	1.3945	152	0.5251	0.6691	0.5251	0.7246
No log	1.4128	154	0.5152	0.6667	0.5152	0.7178
No log	1.4312	156	0.5179	0.5956	0.5179	0.7196
No log	1.4495	158	0.5864	0.5	0.5864	0.7658
No log	1.4679	160	0.6729	0.4527	0.6729	0.8203
No log	1.4862	162	0.7110	0.4750	0.7110	0.8432
No log	1.5046	164	0.7122	0.4701	0.7122	0.8439
No log	1.5229	166	0.6584	0.4527	0.6584	0.8114
No log	1.5413	168	0.7119	0.5191	0.7119	0.8437
No log	1.5596	170	0.8483	0.4615	0.8483	0.9210
No log	1.5780	172	0.8655	0.4615	0.8655	0.9303
No log	1.5963	174	0.7062	0.5039	0.7062	0.8404
No log	1.6147	176	0.5619	0.4667	0.5619	0.7496
No log	1.6330	178	0.5169	0.6351	0.5169	0.7190
No log	1.6514	180	0.5205	0.5969	0.5205	0.7214
No log	1.6697	182	0.5558	0.4667	0.5558	0.7455
No log	1.6881	184	0.5822	0.5679	0.5822	0.7630
No log	1.7064	186	0.5698	0.6585	0.5698	0.7548
No log	1.7248	188	0.4985	0.6585	0.4985	0.7061
No log	1.7431	190	0.4042	0.6759	0.4042	0.6358
No log	1.7615	192	0.3766	0.6751	0.3766	0.6137
No log	1.7798	194	0.3719	0.6283	0.3719	0.6098
No log	1.7982	196	0.3576	0.6857	0.3576	0.5980
No log	1.8165	198	0.3574	0.6160	0.3574	0.5979
No log	1.8349	200	0.3536	0.6778	0.3536	0.5946
No log	1.8532	202	0.3874	0.7131	0.3874	0.6224
No log	1.8716	204	0.4046	0.7131	0.4046	0.6361
No log	1.8899	206	0.4948	0.6723	0.4948	0.7034
No log	1.9083	208	0.5405	0.6016	0.5405	0.7352
No log	1.9266	210	0.5177	0.6016	0.5177	0.7195
No log	1.9450	212	0.4616	0.6723	0.4616	0.6794
No log	1.9633	214	0.4437	0.6875	0.4437	0.6661
No log	1.9817	216	0.4563	0.6723	0.4563	0.6755
No log	2.0	218	0.5518	0.6723	0.5518	0.7429
No log	2.0183	220	0.7395	0.5725	0.7395	0.8600
No log	2.0367	222	0.7373	0.5725	0.7373	0.8587
No log	2.0550	224	0.7616	0.4865	0.7616	0.8727
No log	2.0734	226	0.7228	0.5044	0.7228	0.8502
No log	2.0917	228	0.6942	0.5044	0.6942	0.8332
No log	2.1101	230	0.6943	0.4510	0.6943	0.8333
No log	2.1284	232	0.7516	0.5044	0.7516	0.8669
No log	2.1468	234	0.7093	0.5044	0.7093	0.8422
No log	2.1651	236	0.5604	0.5776	0.5604	0.7486
No log	2.1835	238	0.4207	0.6484	0.4207	0.6486
No log	2.2018	240	0.3899	0.72	0.3899	0.6244
No log	2.2202	242	0.3958	0.7586	0.3958	0.6291
No log	2.2385	244	0.4021	0.8372	0.4021	0.6341
No log	2.2569	246	0.4180	0.8444	0.4180	0.6465
No log	2.2752	248	0.4185	0.8654	0.4185	0.6469
No log	2.2936	250	0.3988	0.8372	0.3988	0.6315
No log	2.3119	252	0.4006	0.8591	0.4006	0.6330
No log	2.3303	254	0.4029	0.7426	0.4029	0.6347
No log	2.3486	256	0.4155	0.7426	0.4155	0.6446
No log	2.3670	258	0.4262	0.7287	0.4262	0.6528
No log	2.3853	260	0.4614	0.7386	0.4614	0.6792
No log	2.4037	262	0.5405	0.7004	0.5405	0.7352
No log	2.4220	264	0.5577	0.7244	0.5577	0.7468
No log	2.4404	266	0.4863	0.6875	0.4863	0.6974
No log	2.4587	268	0.4740	0.6875	0.4740	0.6885
No log	2.4771	270	0.5325	0.6585	0.5325	0.7297
No log	2.4954	272	0.5404	0.6585	0.5404	0.7351
No log	2.5138	274	0.5488	0.6540	0.5488	0.7408
No log	2.5321	276	0.5309	0.6667	0.5309	0.7286
No log	2.5505	278	0.5474	0.6723	0.5474	0.7399
No log	2.5688	280	0.5987	0.6026	0.5987	0.7737
No log	2.5872	282	0.6445	0.5333	0.6445	0.8028
No log	2.6055	284	0.6254	0.6026	0.6254	0.7908
No log	2.6239	286	0.5124	0.6875	0.5124	0.7158
No log	2.6422	288	0.4841	0.6385	0.4841	0.6958
No log	2.6606	290	0.5090	0.6875	0.5090	0.7134
No log	2.6789	292	0.5599	0.6983	0.5599	0.7483
No log	2.6972	294	0.6091	0.5917	0.6091	0.7804
No log	2.7156	296	0.5636	0.6026	0.5636	0.7507
No log	2.7339	298	0.5553	0.6667	0.5553	0.7452
No log	2.7523	300	0.5890	0.5505	0.5890	0.7674
No log	2.7706	302	0.6105	0.5505	0.6105	0.7813
No log	2.7890	304	0.6344	0.6026	0.6344	0.7965
No log	2.8073	306	0.6604	0.4388	0.6604	0.8126
No log	2.8257	308	0.6486	0.3814	0.6486	0.8054
No log	2.8440	310	0.6027	0.5604	0.6027	0.7763
No log	2.8624	312	0.5613	0.5333	0.5613	0.7492
No log	2.8807	314	0.5387	0.6667	0.5387	0.7340
No log	2.8991	316	0.4971	0.6385	0.4971	0.7050
No log	2.9174	318	0.4391	0.6883	0.4391	0.6626
No log	2.9358	320	0.3687	0.7510	0.3687	0.6072
No log	2.9541	322	0.3513	0.7518	0.3513	0.5927
No log	2.9725	324	0.3649	0.6769	0.3649	0.6040
No log	2.9908	326	0.3469	0.7850	0.3469	0.5890
No log	3.0092	328	0.3536	0.8293	0.3536	0.5946
No log	3.0275	330	0.4126	0.7074	0.4126	0.6423
No log	3.0459	332	0.4573	0.6899	0.4573	0.6762
No log	3.0642	334	0.4264	0.6715	0.4264	0.6530
No log	3.0826	336	0.3689	0.72	0.3689	0.6074
No log	3.1009	338	0.3647	0.7510	0.3647	0.6039
No log	3.1193	340	0.3724	0.7510	0.3724	0.6103
No log	3.1376	342	0.4013	0.7131	0.4013	0.6335
No log	3.1560	344	0.5376	0.6566	0.5376	0.7332
No log	3.1743	346	0.6173	0.6449	0.6173	0.7857
No log	3.1927	348	0.5778	0.6566	0.5778	0.7602
No log	3.2110	350	0.4948	0.7149	0.4948	0.7034
No log	3.2294	352	0.4818	0.6667	0.4818	0.6942
No log	3.2477	354	0.5038	0.6131	0.5038	0.7098
No log	3.2661	356	0.6031	0.4355	0.6031	0.7766
No log	3.2844	358	0.6854	0.4355	0.6854	0.8279
No log	3.3028	360	0.6930	0.4355	0.6930	0.8325
No log	3.3211	362	0.6541	0.5116	0.6541	0.8088
No log	3.3394	364	0.6188	0.4510	0.6188	0.7866
No log	3.3578	366	0.6094	0.4510	0.6094	0.7806
No log	3.3761	368	0.6242	0.4355	0.6242	0.7901
No log	3.3945	370	0.6200	0.4355	0.6200	0.7874
No log	3.4128	372	0.6799	0.5641	0.6799	0.8246
No log	3.4312	374	0.6593	0.5725	0.6593	0.8120
No log	3.4495	376	0.5655	0.6566	0.5655	0.7520
No log	3.4679	378	0.4618	0.7059	0.4618	0.6796
No log	3.4862	380	0.4052	0.6778	0.4052	0.6366
No log	3.5046	382	0.3831	0.5545	0.3831	0.6189
No log	3.5229	384	0.3779	0.5545	0.3779	0.6147
No log	3.5413	386	0.3625	0.6529	0.3625	0.6021
No log	3.5596	388	0.3489	0.6061	0.3489	0.5907
No log	3.5780	390	0.3384	0.7640	0.3384	0.5817
No log	3.5963	392	0.3350	0.7640	0.3350	0.5788
No log	3.6147	394	0.3533	0.72	0.3533	0.5944
No log	3.6330	396	0.4071	0.6805	0.4071	0.6380
No log	3.6514	398	0.4504	0.7154	0.4504	0.6711
No log	3.6697	400	0.4941	0.7244	0.4941	0.7029
No log	3.6881	402	0.4942	0.6983	0.4942	0.7030
No log	3.7064	404	0.4776	0.7149	0.4776	0.6911
No log	3.7248	406	0.4417	0.6875	0.4417	0.6646
No log	3.7431	408	0.4168	0.6875	0.4168	0.6456
No log	3.7615	410	0.4389	0.6875	0.4389	0.6625
No log	3.7798	412	0.4878	0.7244	0.4878	0.6984
No log	3.7982	414	0.5013	0.7244	0.5013	0.7080
No log	3.8165	416	0.5012	0.7004	0.5012	0.7079
No log	3.8349	418	0.4319	0.7225	0.4319	0.6572
No log	3.8532	420	0.4065	0.7565	0.4065	0.6375
No log	3.8716	422	0.3987	0.7565	0.3987	0.6314
No log	3.8899	424	0.4287	0.7565	0.4287	0.6548
No log	3.9083	426	0.5190	0.7004	0.5190	0.7204
No log	3.9266	428	0.5742	0.6375	0.5742	0.7577
No log	3.9450	430	0.5435	0.5917	0.5435	0.7372
No log	3.9633	432	0.4748	0.6723	0.4748	0.6890
No log	3.9817	434	0.4288	0.6237	0.4288	0.6548
No log	4.0	436	0.4278	0.56	0.4278	0.6540
No log	4.0183	438	0.4331	0.5116	0.4331	0.6581
No log	4.0367	440	0.4496	0.5842	0.4496	0.6705
No log	4.0550	442	0.4884	0.6983	0.4884	0.6989
No log	4.0734	444	0.5334	0.6026	0.5334	0.7303
No log	4.0917	446	0.5422	0.5917	0.5422	0.7363
No log	4.1101	448	0.5081	0.6831	0.5081	0.7128
No log	4.1284	450	0.4497	0.6667	0.4497	0.6706
No log	4.1468	452	0.4205	0.6557	0.4205	0.6485
No log	4.1651	454	0.4109	0.7034	0.4109	0.6410
No log	4.1835	456	0.4381	0.6540	0.4381	0.6619
No log	4.2018	458	0.4941	0.6540	0.4941	0.7029
No log	4.2202	460	0.5916	0.5655	0.5916	0.7692
No log	4.2385	462	0.6494	0.5641	0.6494	0.8058
No log	4.2569	464	0.6156	0.5641	0.6156	0.7846
No log	4.2752	466	0.5202	0.6769	0.5202	0.7212
No log	4.2936	468	0.4528	0.6769	0.4528	0.6729
No log	4.3119	470	0.4380	0.6345	0.4380	0.6618
No log	4.3303	472	0.4738	0.6769	0.4738	0.6883
No log	4.3486	474	0.5075	0.6769	0.5075	0.7124
No log	4.3670	476	0.5096	0.7569	0.5096	0.7138
No log	4.3853	478	0.4959	0.7569	0.4959	0.7042
No log	4.4037	480	0.4829	0.7569	0.4829	0.6949
No log	4.4220	482	0.4781	0.7569	0.4781	0.6914
No log	4.4404	484	0.4870	0.6807	0.4870	0.6979
No log	4.4587	486	0.5174	0.6343	0.5174	0.7193
No log	4.4771	488	0.5103	0.6343	0.5103	0.7144
No log	4.4954	490	0.4695	0.5914	0.4695	0.6852
No log	4.5138	492	0.4333	0.6557	0.4333	0.6582
No log	4.5321	494	0.4288	0.6216	0.4288	0.6549
No log	4.5505	496	0.4410	0.6224	0.4410	0.6641
No log	4.5688	498	0.4507	0.5532	0.4507	0.6714
0.2533	4.5872	500	0.4552	0.5532	0.4552	0.6747
0.2533	4.6055	502	0.4661	0.5532	0.4661	0.6827
0.2533	4.6239	504	0.4827	0.6016	0.4827	0.6948
0.2533	4.6422	506	0.4809	0.6016	0.4809	0.6934
0.2533	4.6606	508	0.5234	0.6500	0.5234	0.7235
0.2533	4.6789	510	0.5386	0.6026	0.5386	0.7339
0.2533	4.6972	512	0.5547	0.6026	0.5547	0.7448
0.2533	4.7156	514	0.5698	0.5044	0.5698	0.7548
0.2533	4.7339	516	0.5793	0.4979	0.5793	0.7611
0.2533	4.7523	518	0.6095	0.4979	0.6095	0.7807
0.2533	4.7706	520	0.6617	0.5405	0.6617	0.8135
0.2533	4.7890	522	0.6598	0.5405	0.6598	0.8123
0.2533	4.8073	524	0.5755	0.6260	0.5755	0.7586
0.2533	4.8257	526	0.5174	0.7244	0.5174	0.7193
0.2533	4.8440	528	0.4984	0.7244	0.4984	0.7060
0.2533	4.8624	530	0.5157	0.7244	0.5157	0.7181
0.2533	4.8807	532	0.5104	0.7244	0.5104	0.7144
0.2533	4.8991	534	0.5136	0.7094	0.5136	0.7167
0.2533	4.9174	536	0.5158	0.6693	0.5158	0.7182
0.2533	4.9358	538	0.5220	0.6693	0.5220	0.7225
0.2533	4.9541	540	0.5327	0.6693	0.5327	0.7299
0.2533	4.9725	542	0.5648	0.5817	0.5648	0.7516
0.2533	4.9908	544	0.5569	0.6693	0.5569	0.7462
0.2533	5.0092	546	0.5325	0.6693	0.5325	0.7297
0.2533	5.0275	548	0.5178	0.6831	0.5178	0.7196
0.2533	5.0459	550	0.4986	0.6831	0.4986	0.7061
0.2533	5.0642	552	0.4929	0.6831	0.4929	0.7020
0.2533	5.0826	554	0.5108	0.6831	0.5108	0.7147
0.2533	5.1009	556	0.5086	0.6831	0.5086	0.7131
0.2533	5.1193	558	0.5102	0.6831	0.5102	0.7143
0.2533	5.1376	560	0.4912	0.6769	0.4912	0.7009
0.2533	5.1560	562	0.4429	0.6540	0.4429	0.6655
0.2533	5.1743	564	0.4276	0.6842	0.4276	0.6539
0.2533	5.1927	566	0.4646	0.7	0.4646	0.6816
0.2533	5.2110	568	0.5100	0.7083	0.5100	0.7141
0.2533	5.2294	570	0.5382	0.6316	0.5382	0.7336
0.2533	5.2477	572	0.5100	0.6316	0.5100	0.7141
0.2533	5.2661	574	0.4409	0.7	0.4409	0.6640
0.2533	5.2844	576	0.4127	0.7426	0.4127	0.6424
0.2533	5.3028	578	0.4263	0.7	0.4263	0.6529
0.2533	5.3211	580	0.4549	0.6769	0.4549	0.6745
0.2533	5.3394	582	0.5051	0.5821	0.5051	0.7107
0.2533	5.3578	584	0.5271	0.5821	0.5271	0.7260
0.2533	5.3761	586	0.5708	0.5821	0.5708	0.7555
0.2533	5.3945	588	0.5606	0.5821	0.5606	0.7487
0.2533	5.4128	590	0.5105	0.5821	0.5105	0.7145
0.2533	5.4312	592	0.4731	0.6769	0.4731	0.6878
0.2533	5.4495	594	0.4841	0.6831	0.4841	0.6958
0.2533	5.4679	596	0.5238	0.5817	0.5238	0.7238
0.2533	5.4862	598	0.5226	0.6693	0.5226	0.7229
0.2533	5.5046	600	0.5019	0.6693	0.5019	0.7084
0.2533	5.5229	602	0.4397	0.7154	0.4397	0.6631
0.2533	5.5413	604	0.4292	0.7319	0.4292	0.6552
0.2533	5.5596	606	0.4522	0.7154	0.4522	0.6725
0.2533	5.5780	608	0.4737	0.6831	0.4737	0.6883
0.2533	5.5963	610	0.4959	0.6693	0.4959	0.7042
0.2533	5.6147	612	0.4826	0.6831	0.4826	0.6947
0.2533	5.6330	614	0.4938	0.6831	0.4938	0.7027
0.2533	5.6514	616	0.5125	0.6831	0.5125	0.7159
0.2533	5.6697	618	0.5229	0.6831	0.5229	0.7231
0.2533	5.6881	620	0.5198	0.6983	0.5198	0.7210
0.2533	5.7064	622	0.5328	0.6983	0.5328	0.7300
0.2533	5.7248	624	0.5158	0.7149	0.5158	0.7182
0.2533	5.7431	626	0.4998	0.7149	0.4998	0.7069
0.2533	5.7615	628	0.5311	0.6026	0.5311	0.7288
0.2533	5.7798	630	0.5715	0.5817	0.5715	0.7560
0.2533	5.7982	632	0.5794	0.5817	0.5794	0.7612
0.2533	5.8165	634	0.6019	0.5817	0.6019	0.7758
0.2533	5.8349	636	0.6251	0.5817	0.6251	0.7906
0.2533	5.8532	638	0.5698	0.5817	0.5698	0.7549
0.2533	5.8716	640	0.4731	0.6983	0.4731	0.6878
0.2533	5.8899	642	0.4072	0.7059	0.4072	0.6381
0.2533	5.9083	644	0.3863	0.7131	0.3863	0.6215
0.2533	5.9266	646	0.3958	0.7386	0.3958	0.6292
0.2533	5.9450	648	0.4272	0.7059	0.4272	0.6536
0.2533	5.9633	650	0.4884	0.6983	0.4884	0.6988
0.2533	5.9817	652	0.5471	0.6375	0.5471	0.7397
0.2533	6.0	654	0.5926	0.6260	0.5926	0.7698
0.2533	6.0183	656	0.5936	0.6260	0.5936	0.7705
0.2533	6.0367	658	0.5354	0.6375	0.5354	0.7317
0.2533	6.0550	660	0.4515	0.6769	0.4515	0.6719
0.2533	6.0734	662	0.4201	0.7059	0.4201	0.6482
0.2533	6.0917	664	0.3953	0.7059	0.3953	0.6288
0.2533	6.1101	666	0.3860	0.7059	0.3860	0.6213
0.2533	6.1284	668	0.3871	0.7529	0.3871	0.6222
0.2533	6.1468	670	0.3945	0.7220	0.3945	0.6281
0.2533	6.1651	672	0.4003	0.7220	0.4003	0.6327
0.2533	6.1835	674	0.4231	0.7220	0.4231	0.6505
0.2533	6.2018	676	0.4597	0.7425	0.4597	0.6780
0.2533	6.2202	678	0.4903	0.7425	0.4903	0.7002
0.2533	6.2385	680	0.4530	0.7083	0.4530	0.6731
0.2533	6.2569	682	0.3882	0.7368	0.3882	0.6231
0.2533	6.2752	684	0.3700	0.7829	0.3700	0.6083
0.2533	6.2936	686	0.3741	0.7829	0.3741	0.6117
0.2533	6.3119	688	0.3765	0.7829	0.3765	0.6136
0.2533	6.3303	690	0.3930	0.7529	0.3930	0.6269
0.2533	6.3486	692	0.4465	0.7083	0.4465	0.6682
0.2533	6.3670	694	0.4795	0.7083	0.4795	0.6925
0.2533	6.3853	696	0.4786	0.7083	0.4786	0.6918
0.2533	6.4037	698	0.4588	0.7083	0.4588	0.6774
0.2533	6.4220	700	0.4303	0.7368	0.4303	0.6559
0.2533	6.4404	702	0.4065	0.7059	0.4065	0.6376
0.2533	6.4587	704	0.3786	0.7449	0.3786	0.6153
0.2533	6.4771	706	0.3853	0.7449	0.3853	0.6207
0.2533	6.4954	708	0.4166	0.7059	0.4166	0.6454
0.2533	6.5138	710	0.4809	0.6908	0.4809	0.6934
0.2533	6.5321	712	0.5186	0.6693	0.5186	0.7201
0.2533	6.5505	714	0.5285	0.6693	0.5285	0.7270
0.2533	6.5688	716	0.5213	0.6693	0.5213	0.7220
0.2533	6.5872	718	0.4861	0.6831	0.4861	0.6972
0.2533	6.6055	720	0.4349	0.6908	0.4349	0.6595
0.2533	6.6239	722	0.4281	0.6908	0.4281	0.6543
0.2533	6.6422	724	0.4700	0.6831	0.4700	0.6856
0.2533	6.6606	726	0.5329	0.6693	0.5329	0.7300
0.2533	6.6789	728	0.6290	0.6449	0.6290	0.7931
0.2533	6.6972	730	0.6646	0.5641	0.6646	0.8152
0.2533	6.7156	732	0.6880	0.5641	0.6880	0.8295
0.2533	6.7339	734	0.6952	0.5641	0.6952	0.8338
0.2533	6.7523	736	0.6479	0.5641	0.6479	0.8049
0.2533	6.7706	738	0.5628	0.6693	0.5628	0.7502
0.2533	6.7890	740	0.4937	0.6831	0.4937	0.7026
0.2533	6.8073	742	0.4466	0.6983	0.4466	0.6683
0.2533	6.8257	744	0.4292	0.7149	0.4292	0.6551
0.2533	6.8440	746	0.4173	0.7149	0.4173	0.6460
0.2533	6.8624	748	0.4342	0.6831	0.4342	0.6590
0.2533	6.8807	750	0.4928	0.6831	0.4928	0.7020
0.2533	6.8991	752	0.5774	0.7094	0.5774	0.7598
0.2533	6.9174	754	0.6212	0.6260	0.6212	0.7882
0.2533	6.9358	756	0.6026	0.7094	0.6026	0.7763
0.2533	6.9541	758	0.5366	0.6693	0.5366	0.7325
0.2533	6.9725	760	0.4738	0.6831	0.4738	0.6883
0.2533	6.9908	762	0.4626	0.6831	0.4626	0.6802
0.2533	7.0092	764	0.4825	0.6831	0.4825	0.6946
0.2533	7.0275	766	0.4886	0.6831	0.4886	0.6990
0.2533	7.0459	768	0.4997	0.6831	0.4997	0.7069
0.2533	7.0642	770	0.4823	0.6831	0.4823	0.6945
0.2533	7.0826	772	0.4514	0.6983	0.4514	0.6719
0.2533	7.1009	774	0.4301	0.6667	0.4301	0.6558
0.2533	7.1193	776	0.4244	0.6957	0.4244	0.6515
0.2533	7.1376	778	0.4425	0.6516	0.4425	0.6652
0.2533	7.1560	780	0.4819	0.6831	0.4819	0.6942
0.2533	7.1743	782	0.5212	0.6831	0.5212	0.7220
0.2533	7.1927	784	0.5181	0.6831	0.5181	0.7198
0.2533	7.2110	786	0.5285	0.6831	0.5285	0.7270
0.2533	7.2294	788	0.5451	0.6831	0.5451	0.7383
0.2533	7.2477	790	0.5459	0.6831	0.5459	0.7389
0.2533	7.2661	792	0.5352	0.6831	0.5352	0.7316
0.2533	7.2844	794	0.5163	0.6831	0.5163	0.7185
0.2533	7.3028	796	0.5205	0.6831	0.5205	0.7215
0.2533	7.3211	798	0.5317	0.6831	0.5317	0.7292
0.2533	7.3394	800	0.5629	0.6831	0.5629	0.7503
0.2533	7.3578	802	0.5695	0.6831	0.5695	0.7546
0.2533	7.3761	804	0.5428	0.6831	0.5428	0.7368
0.2533	7.3945	806	0.5229	0.6831	0.5229	0.7231
0.2533	7.4128	808	0.5192	0.6831	0.5192	0.7205
0.2533	7.4312	810	0.5315	0.6831	0.5315	0.7290
0.2533	7.4495	812	0.5324	0.6831	0.5324	0.7297
0.2533	7.4679	814	0.5319	0.7244	0.5319	0.7293
0.2533	7.4862	816	0.5033	0.6831	0.5033	0.7094
0.2533	7.5046	818	0.4604	0.7072	0.4604	0.6785
0.2533	7.5229	820	0.4166	0.7072	0.4166	0.6455
0.2533	7.5413	822	0.3912	0.7386	0.3912	0.6255
0.2533	7.5596	824	0.3888	0.7705	0.3888	0.6235
0.2533	7.5780	826	0.4024	0.7386	0.4024	0.6344
0.2533	7.5963	828	0.4173	0.7072	0.4173	0.6460
0.2533	7.6147	830	0.4389	0.6769	0.4389	0.6625
0.2533	7.6330	832	0.4822	0.6769	0.4822	0.6944
0.2533	7.6514	834	0.5325	0.7244	0.5325	0.7297
0.2533	7.6697	836	0.5551	0.6375	0.5551	0.7450
0.2533	7.6881	838	0.5470	0.6375	0.5470	0.7396
0.2533	7.7064	840	0.5332	0.6831	0.5332	0.7302
0.2533	7.7248	842	0.5381	0.7244	0.5381	0.7336
0.2533	7.7431	844	0.5421	0.7244	0.5421	0.7363
0.2533	7.7615	846	0.5271	0.7159	0.5271	0.7260
0.2533	7.7798	848	0.5177	0.7159	0.5177	0.7195
0.2533	7.7982	850	0.4843	0.6769	0.4843	0.6959
0.2533	7.8165	852	0.4704	0.6769	0.4704	0.6859
0.2533	7.8349	854	0.4617	0.6769	0.4617	0.6795
0.2533	7.8532	856	0.4620	0.6769	0.4620	0.6797
0.2533	7.8716	858	0.4497	0.6769	0.4497	0.6706
0.2533	7.8899	860	0.4307	0.7072	0.4307	0.6563
0.2533	7.9083	862	0.4244	0.7072	0.4244	0.6514
0.2533	7.9266	864	0.4208	0.7072	0.4208	0.6487
0.2533	7.9450	866	0.4126	0.7072	0.4126	0.6423
0.2533	7.9633	868	0.4272	0.7072	0.4272	0.6536
0.2533	7.9817	870	0.4474	0.7159	0.4474	0.6689
0.2533	8.0	872	0.4561	0.7159	0.4561	0.6753
0.2533	8.0183	874	0.4718	0.7159	0.4718	0.6869
0.2533	8.0367	876	0.4722	0.7159	0.4722	0.6871
0.2533	8.0550	878	0.4594	0.7159	0.4594	0.6778
0.2533	8.0734	880	0.4371	0.7072	0.4371	0.6611
0.2533	8.0917	882	0.4142	0.7138	0.4142	0.6436
0.2533	8.1101	884	0.4117	0.7287	0.4117	0.6416
0.2533	8.1284	886	0.4191	0.6980	0.4191	0.6474
0.2533	8.1468	888	0.4369	0.6769	0.4369	0.6610
0.2533	8.1651	890	0.4508	0.6769	0.4508	0.6714
0.2533	8.1835	892	0.4830	0.7159	0.4830	0.6950
0.2533	8.2018	894	0.5018	0.7159	0.5018	0.7084
0.2533	8.2202	896	0.4960	0.7159	0.4960	0.7043
0.2533	8.2385	898	0.4827	0.6769	0.4827	0.6948
0.2533	8.2569	900	0.4718	0.6769	0.4718	0.6868
0.2533	8.2752	902	0.4638	0.6769	0.4638	0.6810
0.2533	8.2936	904	0.4527	0.6769	0.4527	0.6728
0.2533	8.3119	906	0.4515	0.6769	0.4515	0.6720
0.2533	8.3303	908	0.4639	0.6769	0.4639	0.6811
0.2533	8.3486	910	0.4853	0.6769	0.4853	0.6966
0.2533	8.3670	912	0.5244	0.7159	0.5244	0.7242
0.2533	8.3853	914	0.5436	0.7159	0.5436	0.7373
0.2533	8.4037	916	0.5442	0.7159	0.5442	0.7377
0.2533	8.4220	918	0.5438	0.7021	0.5438	0.7374
0.2533	8.4404	920	0.5484	0.7021	0.5484	0.7405
0.2533	8.4587	922	0.5547	0.7021	0.5547	0.7448
0.2533	8.4771	924	0.5652	0.7021	0.5652	0.7518
0.2533	8.4954	926	0.5563	0.7021	0.5563	0.7458
0.2533	8.5138	928	0.5311	0.7021	0.5311	0.7288
0.2533	8.5321	930	0.5084	0.7159	0.5084	0.7130
0.2533	8.5505	932	0.4814	0.6769	0.4814	0.6939
0.2533	8.5688	934	0.4615	0.6769	0.4615	0.6793
0.2533	8.5872	936	0.4512	0.6769	0.4512	0.6717
0.2533	8.6055	938	0.4534	0.6769	0.4534	0.6733
0.2533	8.6239	940	0.4618	0.6769	0.4618	0.6796
0.2533	8.6422	942	0.4764	0.6769	0.4764	0.6902
0.2533	8.6606	944	0.4897	0.6642	0.4897	0.6998
0.2533	8.6789	946	0.4935	0.6642	0.4935	0.7025
0.2533	8.6972	948	0.4854	0.6769	0.4854	0.6967
0.2533	8.7156	950	0.4671	0.6769	0.4671	0.6835
0.2533	8.7339	952	0.4622	0.6769	0.4622	0.6799
0.2533	8.7523	954	0.4697	0.6769	0.4697	0.6854
0.2533	8.7706	956	0.4771	0.6769	0.4771	0.6907
0.2533	8.7890	958	0.4902	0.6769	0.4902	0.7001
0.2533	8.8073	960	0.4937	0.6769	0.4937	0.7026
0.2533	8.8257	962	0.5080	0.6831	0.5080	0.7128
0.2533	8.8440	964	0.5194	0.6831	0.5194	0.7207
0.2533	8.8624	966	0.5401	0.6693	0.5401	0.7349
0.2533	8.8807	968	0.5513	0.6693	0.5513	0.7425
0.2533	8.8991	970	0.5507	0.6693	0.5507	0.7421
0.2533	8.9174	972	0.5577	0.6693	0.5577	0.7468
0.2533	8.9358	974	0.5601	0.6693	0.5601	0.7484
0.2533	8.9541	976	0.5545	0.6693	0.5545	0.7446
0.2533	8.9725	978	0.5444	0.6693	0.5444	0.7379
0.2533	8.9908	980	0.5226	0.6831	0.5226	0.7229
0.2533	9.0092	982	0.5071	0.6831	0.5071	0.7121
0.2533	9.0275	984	0.5040	0.6769	0.5040	0.7099
0.2533	9.0459	986	0.5031	0.6769	0.5031	0.7093
0.2533	9.0642	988	0.5020	0.6769	0.5020	0.7085
0.2533	9.0826	990	0.4943	0.6769	0.4943	0.7031
0.2533	9.1009	992	0.4831	0.6908	0.4831	0.6950
0.2533	9.1193	994	0.4748	0.6471	0.4748	0.6890
0.2533	9.1376	996	0.4661	0.6471	0.4661	0.6827
0.2533	9.1560	998	0.4641	0.6471	0.4641	0.6812
0.0869	9.1743	1000	0.4684	0.6471	0.4684	0.6844
0.0869	9.1927	1002	0.4730	0.6471	0.4730	0.6878
0.0869	9.2110	1004	0.4848	0.6908	0.4848	0.6963
0.0869	9.2294	1006	0.4977	0.6769	0.4977	0.7055
0.0869	9.2477	1008	0.5116	0.6769	0.5116	0.7153
0.0869	9.2661	1010	0.5228	0.5914	0.5228	0.7231
0.0869	9.2844	1012	0.5257	0.5914	0.5257	0.7251
0.0869	9.3028	1014	0.5204	0.5914	0.5204	0.7214
0.0869	9.3211	1016	0.5137	0.5914	0.5137	0.7168
0.0869	9.3394	1018	0.5122	0.5914	0.5122	0.7156
0.0869	9.3578	1020	0.5078	0.6769	0.5078	0.7126
0.0869	9.3761	1022	0.4999	0.6908	0.4999	0.7070
0.0869	9.3945	1024	0.4893	0.6908	0.4893	0.6995
0.0869	9.4128	1026	0.4807	0.6908	0.4807	0.6933
0.0869	9.4312	1028	0.4745	0.6471	0.4745	0.6888
0.0869	9.4495	1030	0.4686	0.6471	0.4686	0.6845
0.0869	9.4679	1032	0.4647	0.6471	0.4647	0.6817
0.0869	9.4862	1034	0.4639	0.6471	0.4639	0.6811
0.0869	9.5046	1036	0.4656	0.6471	0.4656	0.6824
0.0869	9.5229	1038	0.4692	0.6471	0.4692	0.6850
0.0869	9.5413	1040	0.4756	0.6471	0.4756	0.6896
0.0869	9.5596	1042	0.4855	0.6908	0.4856	0.6968
0.0869	9.5780	1044	0.4964	0.6769	0.4964	0.7046
0.0869	9.5963	1046	0.5010	0.6769	0.5010	0.7078
0.0869	9.6147	1048	0.5031	0.6769	0.5031	0.7093
0.0869	9.6330	1050	0.5044	0.6769	0.5044	0.7102
0.0869	9.6514	1052	0.5055	0.6769	0.5055	0.7110
0.0869	9.6697	1054	0.5055	0.6769	0.5055	0.7110
0.0869	9.6881	1056	0.5085	0.6769	0.5085	0.7131
0.0869	9.7064	1058	0.5101	0.6769	0.5101	0.7142
0.0869	9.7248	1060	0.5091	0.6769	0.5091	0.7135
0.0869	9.7431	1062	0.5090	0.6769	0.5090	0.7134
0.0869	9.7615	1064	0.5093	0.6769	0.5093	0.7136
0.0869	9.7798	1066	0.5085	0.6769	0.5085	0.7131
0.0869	9.7982	1068	0.5070	0.6769	0.5070	0.7120
0.0869	9.8165	1070	0.5066	0.6769	0.5066	0.7118
0.0869	9.8349	1072	0.5063	0.6769	0.5063	0.7115
0.0869	9.8532	1074	0.5081	0.6769	0.5081	0.7128
0.0869	9.8716	1076	0.5108	0.6769	0.5108	0.7147
0.0869	9.8899	1078	0.5120	0.6769	0.5120	0.7155
0.0869	9.9083	1080	0.5116	0.6769	0.5116	0.7153
0.0869	9.9266	1082	0.5110	0.6769	0.5110	0.7149
0.0869	9.9450	1084	0.5110	0.6769	0.5110	0.7149
0.0869	9.9633	1086	0.5114	0.6769	0.5114	0.7151
0.0869	9.9817	1088	0.5115	0.6769	0.5115	0.7152
0.0869	10.0	1090	0.5115	0.6769	0.5115	0.7152

Framework versions

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