ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k16_task5_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: 0.8320
• Qwk: 0.4588
• Mse: 0.8320
• Rmse: 0.9122

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0488	2	4.1074	0.0069	4.1074	2.0267
No log	0.0976	4	2.0961	0.1002	2.0961	1.4478
No log	0.1463	6	1.4143	0.0143	1.4143	1.1892
No log	0.1951	8	1.0876	0.2221	1.0876	1.0429
No log	0.2439	10	1.0962	0.1725	1.0962	1.0470
No log	0.2927	12	1.4127	-0.0278	1.4127	1.1886
No log	0.3415	14	1.7442	-0.0398	1.7442	1.3207
No log	0.3902	16	1.5107	-0.0560	1.5107	1.2291
No log	0.4390	18	1.1483	0.1119	1.1483	1.0716
No log	0.4878	20	1.0804	0.2140	1.0804	1.0394
No log	0.5366	22	1.2017	0.1658	1.2017	1.0962
No log	0.5854	24	1.5324	0.0	1.5324	1.2379
No log	0.6341	26	1.5029	0.0	1.5029	1.2259
No log	0.6829	28	1.2931	0.0380	1.2931	1.1371
No log	0.7317	30	1.1481	0.1148	1.1481	1.0715
No log	0.7805	32	1.0776	0.1989	1.0776	1.0381
No log	0.8293	34	1.0707	0.1891	1.0707	1.0347
No log	0.8780	36	1.0672	0.1131	1.0672	1.0331
No log	0.9268	38	1.0589	0.1755	1.0589	1.0290
No log	0.9756	40	1.0625	0.1713	1.0625	1.0308
No log	1.0244	42	1.1155	0.1509	1.1155	1.0562
No log	1.0732	44	1.1576	0.2004	1.1576	1.0759
No log	1.1220	46	1.0574	0.2367	1.0574	1.0283
No log	1.1707	48	0.9751	0.2390	0.9751	0.9875
No log	1.2195	50	1.1348	0.2632	1.1348	1.0653
No log	1.2683	52	1.1737	0.0888	1.1737	1.0834
No log	1.3171	54	1.1011	0.1233	1.1011	1.0493
No log	1.3659	56	1.0346	0.1962	1.0346	1.0171
No log	1.4146	58	1.0134	0.4186	1.0134	1.0067
No log	1.4634	60	1.0019	0.3272	1.0019	1.0009
No log	1.5122	62	0.9739	0.2716	0.9739	0.9869
No log	1.5610	64	0.9885	0.1989	0.9885	0.9942
No log	1.6098	66	1.0444	0.1699	1.0444	1.0220
No log	1.6585	68	1.0804	0.1826	1.0804	1.0394
No log	1.7073	70	1.0548	0.3278	1.0548	1.0270
No log	1.7561	72	0.9483	0.2932	0.9483	0.9738
No log	1.8049	74	0.9363	0.3896	0.9363	0.9676
No log	1.8537	76	1.0326	0.3119	1.0326	1.0162
No log	1.9024	78	1.2722	0.2149	1.2722	1.1279
No log	1.9512	80	1.3866	0.1790	1.3866	1.1775
No log	2.0	82	1.1932	0.3310	1.1932	1.0923
No log	2.0488	84	0.9046	0.3973	0.9046	0.9511
No log	2.0976	86	0.8300	0.3642	0.8300	0.9111
No log	2.1463	88	0.8375	0.4628	0.8375	0.9152
No log	2.1951	90	1.0469	0.4222	1.0469	1.0232
No log	2.2439	92	1.4173	0.2424	1.4173	1.1905
No log	2.2927	94	1.3344	0.2381	1.3344	1.1552
No log	2.3415	96	0.9724	0.4563	0.9724	0.9861
No log	2.3902	98	0.8816	0.3957	0.8816	0.9389
No log	2.4390	100	0.9373	0.4681	0.9373	0.9682
No log	2.4878	102	1.0961	0.3283	1.0961	1.0469
No log	2.5366	104	1.2547	0.2970	1.2547	1.1201
No log	2.5854	106	1.1644	0.3478	1.1644	1.0791
No log	2.6341	108	0.9188	0.4291	0.9188	0.9585
No log	2.6829	110	0.8502	0.2742	0.8502	0.9220
No log	2.7317	112	0.8317	0.3052	0.8317	0.9120
No log	2.7805	114	0.8840	0.4115	0.8840	0.9402
No log	2.8293	116	1.2435	0.2863	1.2435	1.1151
No log	2.8780	118	1.5096	0.2396	1.5096	1.2287
No log	2.9268	120	1.3055	0.2898	1.3055	1.1426
No log	2.9756	122	0.9309	0.4455	0.9309	0.9648
No log	3.0244	124	0.7905	0.4547	0.7905	0.8891
No log	3.0732	126	0.8068	0.5425	0.8068	0.8982
No log	3.1220	128	0.7926	0.4676	0.7926	0.8903
No log	3.1707	130	0.8776	0.4943	0.8776	0.9368
No log	3.2195	132	1.0752	0.3724	1.0752	1.0369
No log	3.2683	134	1.1721	0.2934	1.1721	1.0827
No log	3.3171	136	1.0456	0.4186	1.0456	1.0225
No log	3.3659	138	0.9205	0.4423	0.9205	0.9594
No log	3.4146	140	0.8029	0.4759	0.8029	0.8961
No log	3.4634	142	0.8065	0.4759	0.8065	0.8980
No log	3.5122	144	0.9074	0.4575	0.9074	0.9526
No log	3.5610	146	1.1226	0.3385	1.1226	1.0595
No log	3.6098	148	1.0858	0.3984	1.0858	1.0420
No log	3.6585	150	0.9129	0.4807	0.9129	0.9554
No log	3.7073	152	0.8006	0.4898	0.8006	0.8948
No log	3.7561	154	0.7976	0.4557	0.7976	0.8931
No log	3.8049	156	0.7982	0.4557	0.7982	0.8934
No log	3.8537	158	0.8152	0.4660	0.8152	0.9029
No log	3.9024	160	0.8553	0.4511	0.8553	0.9248
No log	3.9512	162	0.9507	0.4478	0.9507	0.9751
No log	4.0	164	1.1275	0.3461	1.1275	1.0618
No log	4.0488	166	1.1434	0.3569	1.1434	1.0693
No log	4.0976	168	1.0797	0.4255	1.0797	1.0391
No log	4.1463	170	1.0035	0.3775	1.0035	1.0017
No log	4.1951	172	1.0439	0.3846	1.0439	1.0217
No log	4.2439	174	1.0140	0.4151	1.0140	1.0070
No log	4.2927	176	0.9079	0.3902	0.9079	0.9529
No log	4.3415	178	0.7848	0.5113	0.7848	0.8859
No log	4.3902	180	0.7547	0.5156	0.7547	0.8688
No log	4.4390	182	0.7604	0.5002	0.7604	0.8720
No log	4.4878	184	0.8240	0.4815	0.8240	0.9078
No log	4.5366	186	0.8956	0.4581	0.8956	0.9464
No log	4.5854	188	0.8808	0.4807	0.8808	0.9385
No log	4.6341	190	0.8229	0.5366	0.8229	0.9072
No log	4.6829	192	0.7402	0.5135	0.7402	0.8603
No log	4.7317	194	0.7451	0.5069	0.7451	0.8632
No log	4.7805	196	0.8098	0.3577	0.8098	0.8999
No log	4.8293	198	0.7749	0.3537	0.7749	0.8803
No log	4.8780	200	0.7763	0.4743	0.7763	0.8811
No log	4.9268	202	0.8978	0.4921	0.8978	0.9475
No log	4.9756	204	0.9654	0.4156	0.9654	0.9826
No log	5.0244	206	1.0783	0.4162	1.0783	1.0384
No log	5.0732	208	1.1061	0.4152	1.1061	1.0517
No log	5.1220	210	0.9505	0.3959	0.9505	0.9750
No log	5.1707	212	0.9136	0.3897	0.9136	0.9558
No log	5.2195	214	0.9379	0.3862	0.9379	0.9684
No log	5.2683	216	1.0932	0.3928	1.0932	1.0456
No log	5.3171	218	1.1950	0.3493	1.1950	1.0932
No log	5.3659	220	1.1252	0.3810	1.1252	1.0608
No log	5.4146	222	0.9461	0.3207	0.9461	0.9727
No log	5.4634	224	0.8480	0.3940	0.8480	0.9209
No log	5.5122	226	0.8148	0.4973	0.8148	0.9027
No log	5.5610	228	0.8481	0.4584	0.8481	0.9209
No log	5.6098	230	0.9377	0.4794	0.9377	0.9683
No log	5.6585	232	1.0294	0.4668	1.0294	1.0146
No log	5.7073	234	0.9608	0.4779	0.9608	0.9802
No log	5.7561	236	0.8798	0.5131	0.8798	0.9380
No log	5.8049	238	0.8222	0.5504	0.8222	0.9068
No log	5.8537	240	0.8125	0.5153	0.8125	0.9014
No log	5.9024	242	0.8858	0.5318	0.8858	0.9411
No log	5.9512	244	0.8134	0.5439	0.8134	0.9019
No log	6.0	246	0.8122	0.5549	0.8122	0.9012
No log	6.0488	248	0.7692	0.5383	0.7692	0.8770
No log	6.0976	250	0.6925	0.4888	0.6925	0.8322
No log	6.1463	252	0.6869	0.5368	0.6869	0.8288
No log	6.1951	254	0.7349	0.5885	0.7349	0.8572
No log	6.2439	256	0.7941	0.5532	0.7941	0.8911
No log	6.2927	258	0.8106	0.5746	0.8106	0.9003
No log	6.3415	260	0.7730	0.5268	0.7730	0.8792
No log	6.3902	262	0.8381	0.5255	0.8381	0.9155
No log	6.4390	264	0.9780	0.4497	0.9780	0.9889
No log	6.4878	266	1.0834	0.4191	1.0834	1.0409
No log	6.5366	268	1.0134	0.4172	1.0134	1.0067
No log	6.5854	270	0.8570	0.4584	0.8570	0.9257
No log	6.6341	272	0.7833	0.5135	0.7833	0.8851
No log	6.6829	274	0.7742	0.4802	0.7742	0.8799
No log	6.7317	276	0.7744	0.4544	0.7744	0.8800
No log	6.7805	278	0.8006	0.4612	0.8006	0.8947
No log	6.8293	280	0.8221	0.4344	0.8221	0.9067
No log	6.8780	282	0.8614	0.4581	0.8614	0.9281
No log	6.9268	284	0.8228	0.4726	0.8228	0.9071
No log	6.9756	286	0.7596	0.4417	0.7596	0.8716
No log	7.0244	288	0.7593	0.5046	0.7593	0.8714
No log	7.0732	290	0.7547	0.4645	0.7547	0.8687
No log	7.1220	292	0.7659	0.5107	0.7659	0.8752
No log	7.1707	294	0.7377	0.4903	0.7377	0.8589
No log	7.2195	296	0.7373	0.5542	0.7373	0.8587
No log	7.2683	298	0.7261	0.5274	0.7261	0.8521
No log	7.3171	300	0.7265	0.5017	0.7265	0.8523
No log	7.3659	302	0.7323	0.5017	0.7323	0.8557
No log	7.4146	304	0.7492	0.4759	0.7492	0.8655
No log	7.4634	306	0.7775	0.4854	0.7775	0.8818
No log	7.5122	308	0.7693	0.5107	0.7693	0.8771
No log	7.5610	310	0.7486	0.4995	0.7486	0.8652
No log	7.6098	312	0.7429	0.5455	0.7429	0.8619
No log	7.6585	314	0.7634	0.5054	0.7634	0.8737
No log	7.7073	316	0.7344	0.5208	0.7344	0.8570
No log	7.7561	318	0.7429	0.5450	0.7429	0.8619
No log	7.8049	320	0.7887	0.5477	0.7887	0.8881
No log	7.8537	322	0.8567	0.5356	0.8567	0.9256
No log	7.9024	324	0.8855	0.4796	0.8855	0.9410
No log	7.9512	326	0.8976	0.4681	0.8976	0.9474
No log	8.0	328	0.8207	0.5074	0.8207	0.9059
No log	8.0488	330	0.7772	0.4745	0.7772	0.8816
No log	8.0976	332	0.7872	0.4862	0.7872	0.8872
No log	8.1463	334	0.8773	0.4570	0.8773	0.9366
No log	8.1951	336	0.9524	0.5124	0.9524	0.9759
No log	8.2439	338	0.8974	0.5266	0.8974	0.9473
No log	8.2927	340	0.8448	0.5183	0.8448	0.9191
No log	8.3415	342	0.8091	0.4261	0.8091	0.8995
No log	8.3902	344	0.8146	0.4745	0.8146	0.9025
No log	8.4390	346	0.8209	0.4593	0.8209	0.9061
No log	8.4878	348	0.8403	0.4060	0.8403	0.9167
No log	8.5366	350	0.8162	0.4593	0.8162	0.9034
No log	8.5854	352	0.8240	0.4198	0.8240	0.9077
No log	8.6341	354	0.8454	0.4581	0.8454	0.9195
No log	8.6829	356	0.8465	0.4476	0.8465	0.9201
No log	8.7317	358	0.8890	0.4818	0.8890	0.9429
No log	8.7805	360	0.8707	0.4818	0.8707	0.9331
No log	8.8293	362	0.7884	0.4981	0.7884	0.8879
No log	8.8780	364	0.7596	0.5057	0.7596	0.8715
No log	8.9268	366	0.7622	0.4198	0.7622	0.8730
No log	8.9756	368	0.7612	0.4893	0.7612	0.8725
No log	9.0244	370	0.7954	0.4712	0.7954	0.8918
No log	9.0732	372	0.7948	0.4584	0.7948	0.8915
No log	9.1220	374	0.7564	0.5425	0.7564	0.8697
No log	9.1707	376	0.7316	0.5763	0.7316	0.8554
No log	9.2195	378	0.7229	0.5763	0.7229	0.8502
No log	9.2683	380	0.7179	0.5657	0.7179	0.8473
No log	9.3171	382	0.7215	0.5009	0.7215	0.8494
No log	9.3659	384	0.7354	0.4804	0.7354	0.8576
No log	9.4146	386	0.7493	0.5060	0.7493	0.8656
No log	9.4634	388	0.7460	0.4544	0.7460	0.8637
No log	9.5122	390	0.7420	0.5220	0.7420	0.8614
No log	9.5610	392	0.7688	0.4584	0.7688	0.8768
No log	9.6098	394	0.8122	0.4455	0.8122	0.9012
No log	9.6585	396	0.8005	0.4711	0.8005	0.8947
No log	9.7073	398	0.7404	0.5480	0.7404	0.8605
No log	9.7561	400	0.7400	0.5498	0.7400	0.8603
No log	9.8049	402	0.7471	0.5135	0.7471	0.8643
No log	9.8537	404	0.7503	0.5135	0.7503	0.8662
No log	9.9024	406	0.7439	0.5135	0.7439	0.8625
No log	9.9512	408	0.7384	0.5174	0.7384	0.8593
No log	10.0	410	0.7321	0.5510	0.7321	0.8556
No log	10.0488	412	0.7586	0.5210	0.7586	0.8710
No log	10.0976	414	0.8422	0.4962	0.8422	0.9177
No log	10.1463	416	0.8485	0.4847	0.8485	0.9211
No log	10.1951	418	0.8115	0.5902	0.8115	0.9008
No log	10.2439	420	0.7984	0.5055	0.7984	0.8935
No log	10.2927	422	0.8049	0.4859	0.8049	0.8971
No log	10.3415	424	0.7874	0.5042	0.7874	0.8874
No log	10.3902	426	0.7987	0.5540	0.7987	0.8937
No log	10.4390	428	0.8420	0.5614	0.8420	0.9176
No log	10.4878	430	0.8187	0.5614	0.8187	0.9048
No log	10.5366	432	0.7856	0.5330	0.7856	0.8863
No log	10.5854	434	0.7817	0.5112	0.7817	0.8841
No log	10.6341	436	0.8139	0.5163	0.8139	0.9021
No log	10.6829	438	0.8015	0.5395	0.8015	0.8952
No log	10.7317	440	0.7728	0.5844	0.7728	0.8791
No log	10.7805	442	0.7687	0.5905	0.7687	0.8768
No log	10.8293	444	0.7563	0.6138	0.7563	0.8696
No log	10.8780	446	0.7479	0.5774	0.7479	0.8648
No log	10.9268	448	0.7624	0.4854	0.7624	0.8731
No log	10.9756	450	0.7959	0.4344	0.7959	0.8921
No log	11.0244	452	0.7912	0.4097	0.7912	0.8895
No log	11.0732	454	0.7817	0.4241	0.7817	0.8841
No log	11.1220	456	0.7800	0.4138	0.7800	0.8832
No log	11.1707	458	0.7695	0.4792	0.7695	0.8772
No log	11.2195	460	0.7658	0.5032	0.7658	0.8751
No log	11.2683	462	0.8118	0.4727	0.8118	0.9010
No log	11.3171	464	0.9386	0.4234	0.9386	0.9688
No log	11.3659	466	1.0295	0.3827	1.0295	1.0146
No log	11.4146	468	1.0864	0.3636	1.0864	1.0423
No log	11.4634	470	1.0691	0.3864	1.0691	1.0340
No log	11.5122	472	0.9340	0.4592	0.9340	0.9665
No log	11.5610	474	0.8114	0.4869	0.8114	0.9008
No log	11.6098	476	0.7990	0.4519	0.7990	0.8938
No log	11.6585	478	0.8235	0.5291	0.8235	0.9075
No log	11.7073	480	0.9703	0.4156	0.9703	0.9850
No log	11.7561	482	1.0918	0.3997	1.0918	1.0449
No log	11.8049	484	1.0200	0.4264	1.0200	1.0099
No log	11.8537	486	0.8633	0.4810	0.8633	0.9291
No log	11.9024	488	0.7631	0.4768	0.7631	0.8735
No log	11.9512	490	0.7530	0.5288	0.7530	0.8678
No log	12.0	492	0.7539	0.5236	0.7539	0.8683
No log	12.0488	494	0.8246	0.5380	0.8246	0.9081
No log	12.0976	496	0.9944	0.4381	0.9944	0.9972
No log	12.1463	498	1.0322	0.4589	1.0322	1.0160
0.3085	12.1951	500	0.9313	0.3913	0.9313	0.9650
0.3085	12.2439	502	0.8384	0.4471	0.8384	0.9157
0.3085	12.2927	504	0.8052	0.4478	0.8052	0.8973
0.3085	12.3415	506	0.8169	0.4093	0.8169	0.9038
0.3085	12.3902	508	0.8439	0.4471	0.8439	0.9187
0.3085	12.4390	510	0.8618	0.4940	0.8618	0.9284
0.3085	12.4878	512	0.8479	0.4938	0.8479	0.9208
0.3085	12.5366	514	0.7850	0.5729	0.7850	0.8860
0.3085	12.5854	516	0.7595	0.5407	0.7595	0.8715
0.3085	12.6341	518	0.7374	0.5645	0.7374	0.8587
0.3085	12.6829	520	0.7122	0.5657	0.7122	0.8439
0.3085	12.7317	522	0.7075	0.5590	0.7075	0.8411
0.3085	12.7805	524	0.7146	0.5235	0.7146	0.8453
0.3085	12.8293	526	0.7356	0.5317	0.7356	0.8577
0.3085	12.8780	528	0.7398	0.5208	0.7398	0.8601
0.3085	12.9268	530	0.7663	0.5084	0.7663	0.8754
0.3085	12.9756	532	0.7825	0.5084	0.7825	0.8846
0.3085	13.0244	534	0.7896	0.4966	0.7896	0.8886
0.3085	13.0732	536	0.7743	0.5093	0.7743	0.8799
0.3085	13.1220	538	0.7666	0.5317	0.7666	0.8755
0.3085	13.1707	540	0.7718	0.5923	0.7718	0.8785
0.3085	13.2195	542	0.7180	0.5680	0.7180	0.8474
0.3085	13.2683	544	0.7010	0.5680	0.7010	0.8373
0.3085	13.3171	546	0.6881	0.6076	0.6881	0.8295
0.3085	13.3659	548	0.6806	0.5498	0.6806	0.8250
0.3085	13.4146	550	0.6990	0.5597	0.6990	0.8361
0.3085	13.4634	552	0.7051	0.5361	0.7051	0.8397
0.3085	13.5122	554	0.7127	0.5331	0.7127	0.8442
0.3085	13.5610	556	0.6875	0.5558	0.6875	0.8292
0.3085	13.6098	558	0.6602	0.5859	0.6602	0.8125
0.3085	13.6585	560	0.6674	0.5882	0.6674	0.8170
0.3085	13.7073	562	0.6706	0.5656	0.6706	0.8189
0.3085	13.7561	564	0.6745	0.5402	0.6745	0.8213
0.3085	13.8049	566	0.7150	0.5348	0.7150	0.8456
0.3085	13.8537	568	0.7282	0.5348	0.7282	0.8534
0.3085	13.9024	570	0.7193	0.4610	0.7193	0.8481
0.3085	13.9512	572	0.7082	0.5171	0.7082	0.8416
0.3085	14.0	574	0.7083	0.5302	0.7083	0.8416
0.3085	14.0488	576	0.6978	0.5302	0.6978	0.8353
0.3085	14.0976	578	0.6907	0.5302	0.6907	0.8311
0.3085	14.1463	580	0.6995	0.5450	0.6995	0.8364
0.3085	14.1951	582	0.7079	0.5330	0.7079	0.8414
0.3085	14.2439	584	0.7243	0.5098	0.7243	0.8511
0.3085	14.2927	586	0.7556	0.4839	0.7556	0.8692
0.3085	14.3415	588	0.7827	0.4839	0.7827	0.8847
0.3085	14.3902	590	0.7830	0.4839	0.7830	0.8849
0.3085	14.4390	592	0.7482	0.4727	0.7482	0.8650
0.3085	14.4878	594	0.7081	0.4879	0.7081	0.8415
0.3085	14.5366	596	0.7010	0.5116	0.7010	0.8373
0.3085	14.5854	598	0.6999	0.5855	0.6999	0.8366
0.3085	14.6341	600	0.6801	0.5680	0.6801	0.8247
0.3085	14.6829	602	0.6818	0.5887	0.6818	0.8257
0.3085	14.7317	604	0.6894	0.5785	0.6894	0.8303
0.3085	14.7805	606	0.6984	0.6113	0.6984	0.8357
0.3085	14.8293	608	0.7044	0.5558	0.7044	0.8393
0.3085	14.8780	610	0.7085	0.5894	0.7085	0.8418
0.3085	14.9268	612	0.7012	0.5894	0.7012	0.8374
0.3085	14.9756	614	0.6650	0.5797	0.6650	0.8155
0.3085	15.0244	616	0.6534	0.6154	0.6534	0.8084
0.3085	15.0732	618	0.6726	0.6259	0.6726	0.8201
0.3085	15.1220	620	0.6794	0.6371	0.6794	0.8242
0.3085	15.1707	622	0.6557	0.6187	0.6557	0.8097
0.3085	15.2195	624	0.6690	0.6092	0.6690	0.8179
0.3085	15.2683	626	0.6608	0.5786	0.6608	0.8129
0.3085	15.3171	628	0.6497	0.5859	0.6497	0.8060
0.3085	15.3659	630	0.6505	0.5983	0.6505	0.8066
0.3085	15.4146	632	0.6508	0.5983	0.6508	0.8067
0.3085	15.4634	634	0.6579	0.5822	0.6579	0.8111
0.3085	15.5122	636	0.6524	0.5859	0.6524	0.8077
0.3085	15.5610	638	0.6568	0.5759	0.6568	0.8104
0.3085	15.6098	640	0.6626	0.5879	0.6626	0.8140
0.3085	15.6585	642	0.6513	0.5542	0.6513	0.8071
0.3085	15.7073	644	0.6570	0.5847	0.6570	0.8105
0.3085	15.7561	646	0.6627	0.5847	0.6627	0.8141
0.3085	15.8049	648	0.6696	0.5156	0.6696	0.8183
0.3085	15.8537	650	0.6811	0.4776	0.6811	0.8253
0.3085	15.9024	652	0.7109	0.5346	0.7109	0.8431
0.3085	15.9512	654	0.7265	0.5729	0.7265	0.8523
0.3085	16.0	656	0.7029	0.5923	0.7029	0.8384
0.3085	16.0488	658	0.6545	0.5785	0.6545	0.8090
0.3085	16.0976	660	0.6481	0.6206	0.6481	0.8051
0.3085	16.1463	662	0.6617	0.6572	0.6617	0.8134
0.3085	16.1951	664	0.6659	0.6246	0.6659	0.8160
0.3085	16.2439	666	0.6582	0.6144	0.6582	0.8113
0.3085	16.2927	668	0.6593	0.5871	0.6593	0.8119
0.3085	16.3415	670	0.6530	0.5955	0.6530	0.8081
0.3085	16.3902	672	0.6501	0.6296	0.6501	0.8063
0.3085	16.4390	674	0.6611	0.5917	0.6611	0.8131
0.3085	16.4878	676	0.6831	0.5797	0.6831	0.8265
0.3085	16.5366	678	0.6938	0.5822	0.6938	0.8329
0.3085	16.5854	680	0.6950	0.5373	0.6950	0.8337
0.3085	16.6341	682	0.7150	0.5971	0.7150	0.8456
0.3085	16.6829	684	0.7294	0.5759	0.7294	0.8541
0.3085	16.7317	686	0.7347	0.5156	0.7347	0.8571
0.3085	16.7805	688	0.7587	0.3821	0.7587	0.8710
0.3085	16.8293	690	0.7836	0.4106	0.7836	0.8852
0.3085	16.8780	692	0.7705	0.3821	0.7705	0.8778
0.3085	16.9268	694	0.7478	0.4626	0.7478	0.8648
0.3085	16.9756	696	0.7391	0.4776	0.7391	0.8597
0.3085	17.0244	698	0.7384	0.5057	0.7384	0.8593
0.3085	17.0732	700	0.7362	0.5057	0.7362	0.8580
0.3085	17.1220	702	0.7365	0.5156	0.7365	0.8582
0.3085	17.1707	704	0.7658	0.3821	0.7658	0.8751
0.3085	17.2195	706	0.8160	0.4071	0.8160	0.9033
0.3085	17.2683	708	0.8184	0.4186	0.8184	0.9047
0.3085	17.3171	710	0.7634	0.3802	0.7634	0.8738
0.3085	17.3659	712	0.7159	0.4216	0.7159	0.8461
0.3085	17.4146	714	0.6807	0.6054	0.6807	0.8251
0.3085	17.4634	716	0.6591	0.6370	0.6591	0.8118
0.3085	17.5122	718	0.6429	0.6482	0.6429	0.8018
0.3085	17.5610	720	0.6396	0.6656	0.6396	0.7998
0.3085	17.6098	722	0.6254	0.6167	0.6254	0.7908
0.3085	17.6585	724	0.6071	0.6197	0.6071	0.7792
0.3085	17.7073	726	0.6241	0.5656	0.6241	0.7900
0.3085	17.7561	728	0.6334	0.5549	0.6334	0.7959
0.3085	17.8049	730	0.6308	0.5156	0.6308	0.7942
0.3085	17.8537	732	0.6507	0.5989	0.6507	0.8067
0.3085	17.9024	734	0.6596	0.5989	0.6596	0.8122
0.3085	17.9512	736	0.6655	0.5288	0.6655	0.8158
0.3085	18.0	738	0.6948	0.4659	0.6948	0.8335
0.3085	18.0488	740	0.7101	0.5088	0.7101	0.8427
0.3085	18.0976	742	0.6954	0.4659	0.6954	0.8339
0.3085	18.1463	744	0.7023	0.5259	0.7023	0.8380
0.3085	18.1951	746	0.7459	0.4954	0.7459	0.8637
0.3085	18.2439	748	0.7767	0.5255	0.7767	0.8813
0.3085	18.2927	750	0.8026	0.5140	0.8026	0.8959
0.3085	18.3415	752	0.8371	0.5026	0.8371	0.9149
0.3085	18.3902	754	0.8184	0.5026	0.8184	0.9047
0.3085	18.4390	756	0.7639	0.4974	0.7639	0.8740
0.3085	18.4878	758	0.7445	0.4981	0.7445	0.8628
0.3085	18.5366	760	0.7415	0.5472	0.7415	0.8611
0.3085	18.5854	762	0.7390	0.5472	0.7390	0.8596
0.3085	18.6341	764	0.7292	0.5455	0.7292	0.8539
0.3085	18.6829	766	0.7324	0.5291	0.7324	0.8558
0.3085	18.7317	768	0.7599	0.5494	0.7599	0.8717
0.3085	18.7805	770	0.7491	0.5494	0.7491	0.8655
0.3085	18.8293	772	0.7356	0.5510	0.7356	0.8577
0.3085	18.8780	774	0.7095	0.5855	0.7095	0.8423
0.3085	18.9268	776	0.7068	0.5552	0.7068	0.8407
0.3085	18.9756	778	0.7231	0.5540	0.7231	0.8503
0.3085	19.0244	780	0.7436	0.5199	0.7436	0.8623
0.3085	19.0732	782	0.7515	0.5199	0.7515	0.8669
0.3085	19.1220	784	0.7410	0.5540	0.7410	0.8608
0.3085	19.1707	786	0.7355	0.5540	0.7355	0.8576
0.3085	19.2195	788	0.7430	0.5540	0.7430	0.8620
0.3085	19.2683	790	0.7636	0.5081	0.7636	0.8739
0.3085	19.3171	792	0.7616	0.5081	0.7616	0.8727
0.3085	19.3659	794	0.7390	0.5540	0.7390	0.8597
0.3085	19.4146	796	0.7319	0.5480	0.7319	0.8555
0.3085	19.4634	798	0.7266	0.5859	0.7266	0.8524
0.3085	19.5122	800	0.7183	0.5833	0.7183	0.8475
0.3085	19.5610	802	0.7224	0.5690	0.7224	0.8499
0.3085	19.6098	804	0.7579	0.5522	0.7579	0.8706
0.3085	19.6585	806	0.8477	0.5131	0.8477	0.9207
0.3085	19.7073	808	0.9027	0.4334	0.9027	0.9501
0.3085	19.7561	810	0.8798	0.4318	0.8798	0.9380
0.3085	19.8049	812	0.8282	0.4203	0.8282	0.9100
0.3085	19.8537	814	0.7865	0.4352	0.7865	0.8868
0.3085	19.9024	816	0.7744	0.4352	0.7744	0.8800
0.3085	19.9512	818	0.7700	0.4615	0.7700	0.8775
0.3085	20.0	820	0.7625	0.4865	0.7625	0.8732
0.3085	20.0488	822	0.7358	0.5210	0.7358	0.8578
0.3085	20.0976	824	0.7026	0.5822	0.7026	0.8382
0.3085	20.1463	826	0.6952	0.5480	0.6952	0.8338
0.3085	20.1951	828	0.7008	0.5373	0.7008	0.8371
0.3085	20.2439	830	0.7070	0.5597	0.7070	0.8408
0.3085	20.2927	832	0.7174	0.5234	0.7174	0.8470
0.3085	20.3415	834	0.7280	0.5234	0.7280	0.8532
0.3085	20.3902	836	0.7322	0.5234	0.7322	0.8557
0.3085	20.4390	838	0.7403	0.4869	0.7403	0.8604
0.3085	20.4878	840	0.7371	0.4869	0.7371	0.8585
0.3085	20.5366	842	0.7214	0.5234	0.7214	0.8493
0.3085	20.5854	844	0.7107	0.5234	0.7107	0.8430
0.3085	20.6341	846	0.7033	0.5597	0.7033	0.8386
0.3085	20.6829	848	0.7015	0.5597	0.7015	0.8376
0.3085	20.7317	850	0.7323	0.5438	0.7323	0.8558
0.3085	20.7805	852	0.7546	0.4847	0.7546	0.8687
0.3085	20.8293	854	0.7799	0.4725	0.7799	0.8831
0.3085	20.8780	856	0.7700	0.4725	0.7700	0.8775
0.3085	20.9268	858	0.7620	0.4725	0.7620	0.8729
0.3085	20.9756	860	0.7391	0.4854	0.7391	0.8597
0.3085	21.0244	862	0.7346	0.4854	0.7346	0.8571
0.3085	21.0732	864	0.7386	0.4858	0.7386	0.8594
0.3085	21.1220	866	0.7284	0.4494	0.7284	0.8535
0.3085	21.1707	868	0.7064	0.4888	0.7064	0.8405
0.3085	21.2195	870	0.6939	0.5345	0.6939	0.8330
0.3085	21.2683	872	0.7035	0.4850	0.7035	0.8388
0.3085	21.3171	874	0.7231	0.5076	0.7231	0.8503
0.3085	21.3659	876	0.7349	0.5494	0.7349	0.8572
0.3085	21.4146	878	0.7204	0.5291	0.7204	0.8488
0.3085	21.4634	880	0.7185	0.5407	0.7185	0.8476
0.3085	21.5122	882	0.7262	0.5291	0.7262	0.8522
0.3085	21.5610	884	0.7355	0.5067	0.7355	0.8576
0.3085	21.6098	886	0.7498	0.4724	0.7498	0.8659
0.3085	21.6585	888	0.7712	0.4588	0.7712	0.8782
0.3085	21.7073	890	0.7644	0.4343	0.7644	0.8743
0.3085	21.7561	892	0.7363	0.4854	0.7363	0.8581
0.3085	21.8049	894	0.7147	0.4988	0.7147	0.8454
0.3085	21.8537	896	0.7041	0.4981	0.7041	0.8391
0.3085	21.9024	898	0.7061	0.5221	0.7061	0.8403
0.3085	21.9512	900	0.7185	0.5081	0.7185	0.8476
0.3085	22.0	902	0.7419	0.4724	0.7419	0.8613
0.3085	22.0488	904	0.7562	0.5032	0.7562	0.8696
0.3085	22.0976	906	0.7282	0.4962	0.7282	0.8534
0.3085	22.1463	908	0.6822	0.5330	0.6822	0.8259
0.3085	22.1951	910	0.6708	0.6209	0.6708	0.8190
0.3085	22.2439	912	0.6743	0.5529	0.6743	0.8212
0.3085	22.2927	914	0.6751	0.5529	0.6751	0.8216
0.3085	22.3415	916	0.6758	0.5536	0.6758	0.8220
0.3085	22.3902	918	0.6829	0.5700	0.6829	0.8264
0.3085	22.4390	920	0.6857	0.5645	0.6857	0.8281
0.3085	22.4878	922	0.6717	0.5763	0.6717	0.8196
0.3085	22.5366	924	0.6514	0.6133	0.6514	0.8071
0.3085	22.5854	926	0.6515	0.6133	0.6515	0.8072
0.3085	22.6341	928	0.6565	0.6133	0.6565	0.8103
0.3085	22.6829	930	0.6539	0.6102	0.6539	0.8087
0.3085	22.7317	932	0.6483	0.6102	0.6483	0.8052
0.3085	22.7805	934	0.6442	0.5932	0.6442	0.8026
0.3085	22.8293	936	0.6367	0.5960	0.6367	0.7980
0.3085	22.8780	938	0.6460	0.5402	0.6460	0.8037
0.3085	22.9268	940	0.6663	0.5171	0.6663	0.8162
0.3085	22.9756	942	0.6762	0.5536	0.6762	0.8223
0.3085	23.0244	944	0.6943	0.4914	0.6943	0.8333
0.3085	23.0732	946	0.7052	0.4776	0.7052	0.8398
0.3085	23.1220	948	0.7161	0.4511	0.7161	0.8462
0.3085	23.1707	950	0.7316	0.4511	0.7316	0.8553
0.3085	23.2195	952	0.7518	0.5221	0.7518	0.8670
0.3085	23.2683	954	0.7455	0.5438	0.7455	0.8634
0.3085	23.3171	956	0.7466	0.5422	0.7466	0.8641
0.3085	23.3659	958	0.7200	0.5422	0.7200	0.8485
0.3085	23.4146	960	0.6674	0.6025	0.6674	0.8170
0.3085	23.4634	962	0.6426	0.5610	0.6426	0.8017
0.3085	23.5122	964	0.6357	0.5797	0.6357	0.7973
0.3085	23.5610	966	0.6722	0.5959	0.6722	0.8199
0.3085	23.6098	968	0.7072	0.5366	0.7072	0.8409
0.3085	23.6585	970	0.7272	0.5366	0.7272	0.8527
0.3085	23.7073	972	0.7089	0.5395	0.7089	0.8420
0.3085	23.7561	974	0.6807	0.5645	0.6807	0.8250
0.3085	23.8049	976	0.6666	0.5960	0.6666	0.8165
0.3085	23.8537	978	0.6772	0.5522	0.6772	0.8229
0.3085	23.9024	980	0.6949	0.4898	0.6949	0.8336
0.3085	23.9512	982	0.7102	0.4628	0.7102	0.8427
0.3085	24.0	984	0.7289	0.4981	0.7289	0.8538
0.3085	24.0488	986	0.7389	0.4968	0.7389	0.8596
0.3085	24.0976	988	0.7252	0.4968	0.7252	0.8516
0.3085	24.1463	990	0.6978	0.5107	0.6978	0.8353
0.3085	24.1951	992	0.6952	0.5234	0.6952	0.8338
0.3085	24.2439	994	0.7031	0.5234	0.7031	0.8385
0.3085	24.2927	996	0.7175	0.5234	0.7175	0.8471
0.3085	24.3415	998	0.7409	0.4981	0.7409	0.8608
0.0601	24.3902	1000	0.7489	0.4968	0.7489	0.8654
0.0601	24.4390	1002	0.7486	0.4968	0.7486	0.8652
0.0601	24.4878	1004	0.7571	0.4968	0.7571	0.8701
0.0601	24.5366	1006	0.7535	0.4968	0.7535	0.8681
0.0601	24.5854	1008	0.7455	0.5304	0.7455	0.8634
0.0601	24.6341	1010	0.7070	0.5221	0.7070	0.8408
0.0601	24.6829	1012	0.6950	0.5210	0.6950	0.8337
0.0601	24.7317	1014	0.6889	0.5558	0.6889	0.8300
0.0601	24.7805	1016	0.7059	0.5422	0.7059	0.8402
0.0601	24.8293	1018	0.7235	0.5821	0.7235	0.8506
0.0601	24.8780	1020	0.7314	0.5510	0.7314	0.8552
0.0601	24.9268	1022	0.7192	0.5510	0.7192	0.8481
0.0601	24.9756	1024	0.7028	0.5960	0.7028	0.8383
0.0601	25.0244	1026	0.7036	0.4914	0.7036	0.8388
0.0601	25.0732	1028	0.7059	0.5048	0.7059	0.8402
0.0601	25.1220	1030	0.6954	0.4908	0.6954	0.8339
0.0601	25.1707	1032	0.6903	0.5774	0.6903	0.8308
0.0601	25.2195	1034	0.7043	0.5730	0.7043	0.8392
0.0601	25.2683	1036	0.7091	0.5730	0.7091	0.8421
0.0601	25.3171	1038	0.6992	0.6167	0.6992	0.8362
0.0601	25.3659	1040	0.7062	0.6094	0.7062	0.8404
0.0601	25.4146	1042	0.7121	0.5594	0.7121	0.8438
0.0601	25.4634	1044	0.7357	0.5301	0.7357	0.8577
0.0601	25.5122	1046	0.7583	0.5084	0.7583	0.8708
0.0601	25.5610	1048	0.7417	0.5301	0.7417	0.8612
0.0601	25.6098	1050	0.7199	0.5146	0.7199	0.8485
0.0601	25.6585	1052	0.7243	0.4774	0.7243	0.8511
0.0601	25.7073	1054	0.7415	0.5763	0.7415	0.8611
0.0601	25.7561	1056	0.7507	0.5688	0.7507	0.8665
0.0601	25.8049	1058	0.7615	0.5798	0.7615	0.8726
0.0601	25.8537	1060	0.7634	0.5585	0.7634	0.8737
0.0601	25.9024	1062	0.7577	0.5585	0.7577	0.8704
0.0601	25.9512	1064	0.7512	0.5585	0.7512	0.8667
0.0601	26.0	1066	0.7468	0.5002	0.7468	0.8642
0.0601	26.0488	1068	0.7539	0.5798	0.7539	0.8683
0.0601	26.0976	1070	0.7555	0.5442	0.7555	0.8692
0.0601	26.1463	1072	0.7377	0.5247	0.7377	0.8589
0.0601	26.1951	1074	0.7292	0.5247	0.7292	0.8540
0.0601	26.2439	1076	0.7274	0.5472	0.7274	0.8529
0.0601	26.2927	1078	0.7246	0.5331	0.7246	0.8512
0.0601	26.3415	1080	0.7148	0.5700	0.7148	0.8454
0.0601	26.3902	1082	0.7077	0.5822	0.7077	0.8413
0.0601	26.4390	1084	0.7022	0.6025	0.7022	0.8380
0.0601	26.4878	1086	0.7027	0.6025	0.7027	0.8383
0.0601	26.5366	1088	0.7121	0.5996	0.7121	0.8439
0.0601	26.5854	1090	0.7228	0.5425	0.7228	0.8502
0.0601	26.6341	1092	0.7226	0.5442	0.7226	0.8500
0.0601	26.6829	1094	0.7146	0.4745	0.7146	0.8454
0.0601	26.7317	1096	0.7121	0.4882	0.7121	0.8438
0.0601	26.7805	1098	0.7043	0.4882	0.7043	0.8392
0.0601	26.8293	1100	0.6964	0.5759	0.6964	0.8345
0.0601	26.8780	1102	0.6926	0.5402	0.6926	0.8322
0.0601	26.9268	1104	0.6920	0.5402	0.6920	0.8319
0.0601	26.9756	1106	0.6896	0.6407	0.6896	0.8304
0.0601	27.0244	1108	0.6987	0.6025	0.6987	0.8359
0.0601	27.0732	1110	0.7097	0.5688	0.7097	0.8425
0.0601	27.1220	1112	0.7141	0.5246	0.7141	0.8450
0.0601	27.1707	1114	0.7172	0.4762	0.7172	0.8469
0.0601	27.2195	1116	0.7210	0.4626	0.7210	0.8491
0.0601	27.2683	1118	0.7301	0.4878	0.7301	0.8545
0.0601	27.3171	1120	0.7263	0.5117	0.7263	0.8522
0.0601	27.3659	1122	0.7121	0.5246	0.7121	0.8439
0.0601	27.4146	1124	0.7009	0.5972	0.7009	0.8372
0.0601	27.4634	1126	0.6968	0.5972	0.6968	0.8348
0.0601	27.5122	1128	0.6963	0.6043	0.6963	0.8345
0.0601	27.5610	1130	0.7093	0.5546	0.7093	0.8422
0.0601	27.6098	1132	0.7132	0.5546	0.7132	0.8445
0.0601	27.6585	1134	0.6995	0.6043	0.6995	0.8363
0.0601	27.7073	1136	0.7005	0.6043	0.7005	0.8369
0.0601	27.7561	1138	0.7180	0.5565	0.7180	0.8473
0.0601	27.8049	1140	0.7598	0.4960	0.7598	0.8717
0.0601	27.8537	1142	0.8153	0.4588	0.8153	0.9029
0.0601	27.9024	1144	0.8460	0.4334	0.8460	0.9198
0.0601	27.9512	1146	0.8471	0.4588	0.8471	0.9204
0.0601	28.0	1148	0.8320	0.4588	0.8320	0.9122

Framework versions

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