ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k7_task7_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: 0.5814
• Qwk: 0.4642
• Mse: 0.5814
• Rmse: 0.7625

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	0.08	2	2.6314	-0.0449	2.6314	1.6221
No log	0.16	4	1.4652	0.0560	1.4652	1.2105
No log	0.24	6	0.8877	0.0535	0.8877	0.9422
No log	0.32	8	0.9558	-0.0555	0.9558	0.9776
No log	0.4	10	1.1008	-0.0184	1.1008	1.0492
No log	0.48	12	1.0803	-0.0444	1.0803	1.0394
No log	0.56	14	0.9281	-0.0027	0.9281	0.9634
No log	0.64	16	0.8690	-0.0054	0.8690	0.9322
No log	0.72	18	0.8584	0.0	0.8584	0.9265
No log	0.8	20	0.8606	0.0	0.8606	0.9277
No log	0.88	22	0.8510	0.0	0.8510	0.9225
No log	0.96	24	0.8601	0.1094	0.8601	0.9274
No log	1.04	26	0.8623	0.2407	0.8623	0.9286
No log	1.12	28	0.7574	0.2270	0.7574	0.8703
No log	1.2	30	0.7008	0.0428	0.7008	0.8372
No log	1.28	32	0.8613	0.1352	0.8613	0.9280
No log	1.3600	34	0.8630	0.0559	0.8630	0.9290
No log	1.44	36	0.7488	0.0509	0.7488	0.8653
No log	1.52	38	0.7075	0.0937	0.7075	0.8411
No log	1.6	40	0.6953	0.1287	0.6953	0.8339
No log	1.6800	42	0.7342	0.1093	0.7342	0.8568
No log	1.76	44	0.7432	0.1407	0.7432	0.8621
No log	1.8400	46	0.7303	0.1456	0.7303	0.8546
No log	1.92	48	0.7355	0.1489	0.7355	0.8576
No log	2.0	50	0.7608	0.1277	0.7608	0.8722
No log	2.08	52	0.7575	0.1617	0.7575	0.8703
No log	2.16	54	0.7669	0.0771	0.7669	0.8757
No log	2.24	56	0.9337	0.0886	0.9337	0.9663
No log	2.32	58	0.9817	0.1637	0.9817	0.9908
No log	2.4	60	0.7785	0.0851	0.7785	0.8823
No log	2.48	62	0.7768	-0.0027	0.7768	0.8814
No log	2.56	64	0.8393	0.0027	0.8393	0.9161
No log	2.64	66	0.8149	0.0495	0.8149	0.9027
No log	2.7200	68	0.7914	0.0940	0.7914	0.8896
No log	2.8	70	0.6935	0.0027	0.6935	0.8328
No log	2.88	72	0.6497	0.1187	0.6497	0.8061
No log	2.96	74	0.6392	0.3716	0.6392	0.7995
No log	3.04	76	0.7332	0.3868	0.7332	0.8563
No log	3.12	78	0.8217	0.3169	0.8217	0.9065
No log	3.2	80	0.8416	0.2574	0.8416	0.9174
No log	3.2800	82	0.7505	0.2883	0.7505	0.8663
No log	3.36	84	0.7354	0.1179	0.7354	0.8576
No log	3.44	86	0.9350	0.1288	0.9350	0.9669
No log	3.52	88	0.9602	0.1910	0.9602	0.9799
No log	3.6	90	0.8423	0.1358	0.8423	0.9178
No log	3.68	92	0.7467	0.0757	0.7467	0.8641
No log	3.76	94	0.7703	0.2145	0.7703	0.8777
No log	3.84	96	0.7509	0.2441	0.7509	0.8665
No log	3.92	98	0.7487	0.2779	0.7487	0.8653
No log	4.0	100	0.7360	0.1267	0.7360	0.8579
No log	4.08	102	0.6782	0.2046	0.6782	0.8235
No log	4.16	104	0.7022	0.3050	0.7022	0.8380
No log	4.24	106	0.8415	0.3417	0.8415	0.9173
No log	4.32	108	0.9495	0.3128	0.9495	0.9744
No log	4.4	110	0.9193	0.3346	0.9193	0.9588
No log	4.48	112	0.7193	0.3471	0.7193	0.8481
No log	4.5600	114	0.6543	0.3196	0.6543	0.8089
No log	4.64	116	0.6334	0.3352	0.6334	0.7958
No log	4.72	118	0.7062	0.3856	0.7062	0.8404
No log	4.8	120	0.8940	0.3333	0.8940	0.9455
No log	4.88	122	0.9114	0.3580	0.9114	0.9547
No log	4.96	124	0.7801	0.3213	0.7801	0.8832
No log	5.04	126	0.7392	0.3308	0.7392	0.8598
No log	5.12	128	0.7312	0.4300	0.7312	0.8551
No log	5.2	130	0.7239	0.4147	0.7239	0.8508
No log	5.28	132	0.6904	0.4094	0.6904	0.8309
No log	5.36	134	0.6750	0.4124	0.6750	0.8216
No log	5.44	136	0.6557	0.2877	0.6557	0.8097
No log	5.52	138	0.6363	0.3183	0.6363	0.7977
No log	5.6	140	0.6502	0.4249	0.6502	0.8063
No log	5.68	142	0.6924	0.4249	0.6924	0.8321
No log	5.76	144	0.7071	0.4249	0.7071	0.8409
No log	5.84	146	0.6828	0.4092	0.6828	0.8263
No log	5.92	148	0.6345	0.2623	0.6345	0.7966
No log	6.0	150	0.6059	0.4888	0.6059	0.7784
No log	6.08	152	0.7739	0.4295	0.7739	0.8797
No log	6.16	154	0.8478	0.4268	0.8478	0.9208
No log	6.24	156	0.7178	0.4112	0.7178	0.8472
No log	6.32	158	0.6517	0.3763	0.6517	0.8073
No log	6.4	160	0.6513	0.2748	0.6513	0.8070
No log	6.48	162	0.6693	0.3380	0.6693	0.8181
No log	6.5600	164	0.6601	0.4455	0.6601	0.8124
No log	6.64	166	0.6775	0.5353	0.6775	0.8231
No log	6.72	168	0.6887	0.4956	0.6887	0.8299
No log	6.8	170	0.6923	0.4960	0.6923	0.8321
No log	6.88	172	0.7047	0.4729	0.7047	0.8395
No log	6.96	174	0.7912	0.4131	0.7912	0.8895
No log	7.04	176	0.8912	0.4016	0.8912	0.9441
No log	7.12	178	0.8028	0.3573	0.8028	0.8960
No log	7.2	180	0.7049	0.3906	0.7049	0.8396
No log	7.28	182	0.7906	0.4292	0.7906	0.8892
No log	7.36	184	0.7725	0.4340	0.7725	0.8789
No log	7.44	186	0.7265	0.4328	0.7265	0.8523
No log	7.52	188	0.7213	0.3417	0.7213	0.8493
No log	7.6	190	0.7065	0.3969	0.7065	0.8405
No log	7.68	192	0.7485	0.4596	0.7485	0.8651
No log	7.76	194	0.9433	0.4280	0.9433	0.9712
No log	7.84	196	0.9109	0.4280	0.9109	0.9544
No log	7.92	198	0.7075	0.4893	0.7075	0.8412
No log	8.0	200	0.6029	0.4423	0.6029	0.7765
No log	8.08	202	0.6554	0.4895	0.6554	0.8096
No log	8.16	204	0.6931	0.4315	0.6931	0.8325
No log	8.24	206	0.6535	0.4858	0.6535	0.8084
No log	8.32	208	0.5988	0.4206	0.5988	0.7738
No log	8.4	210	0.6858	0.4982	0.6858	0.8281
No log	8.48	212	0.7729	0.4039	0.7729	0.8792
No log	8.56	214	0.7118	0.4303	0.7118	0.8437
No log	8.64	216	0.6402	0.4872	0.6402	0.8002
No log	8.72	218	0.6225	0.5093	0.6225	0.7890
No log	8.8	220	0.6330	0.5605	0.6330	0.7956
No log	8.88	222	0.6141	0.5291	0.6141	0.7836
No log	8.96	224	0.5860	0.5239	0.5860	0.7655
No log	9.04	226	0.5820	0.5032	0.5820	0.7629
No log	9.12	228	0.5787	0.4901	0.5787	0.7607
No log	9.2	230	0.5639	0.5521	0.5639	0.7509
No log	9.28	232	0.6034	0.4614	0.6034	0.7768
No log	9.36	234	0.6380	0.4302	0.6380	0.7988
No log	9.44	236	0.5916	0.5127	0.5916	0.7691
No log	9.52	238	0.5227	0.5641	0.5227	0.7230
No log	9.6	240	0.5388	0.5036	0.5388	0.7340
No log	9.68	242	0.5568	0.4945	0.5568	0.7462
No log	9.76	244	0.5372	0.5404	0.5372	0.7329
No log	9.84	246	0.5375	0.5413	0.5375	0.7332
No log	9.92	248	0.5585	0.4438	0.5585	0.7473
No log	10.0	250	0.5716	0.4735	0.5716	0.7561
No log	10.08	252	0.5833	0.5462	0.5833	0.7637
No log	10.16	254	0.5866	0.5501	0.5866	0.7659
No log	10.24	256	0.6207	0.5670	0.6207	0.7879
No log	10.32	258	0.6563	0.5839	0.6563	0.8101
No log	10.4	260	0.6567	0.5569	0.6567	0.8104
No log	10.48	262	0.5771	0.5741	0.5771	0.7597
No log	10.56	264	0.5621	0.5436	0.5621	0.7497
No log	10.64	266	0.5780	0.5234	0.5780	0.7602
No log	10.72	268	0.5886	0.4387	0.5886	0.7672
No log	10.8	270	0.5926	0.4169	0.5926	0.7698
No log	10.88	272	0.5811	0.4517	0.5811	0.7623
No log	10.96	274	0.5751	0.4497	0.5751	0.7584
No log	11.04	276	0.5945	0.4918	0.5945	0.7711
No log	11.12	278	0.5765	0.5321	0.5765	0.7592
No log	11.2	280	0.5570	0.5782	0.5570	0.7464
No log	11.28	282	0.5867	0.4845	0.5867	0.7660
No log	11.36	284	0.5950	0.4663	0.5950	0.7713
No log	11.44	286	0.5623	0.5309	0.5623	0.7498
No log	11.52	288	0.5513	0.5101	0.5513	0.7425
No log	11.6	290	0.5506	0.5348	0.5506	0.7420
No log	11.68	292	0.5528	0.5605	0.5528	0.7435
No log	11.76	294	0.5570	0.5600	0.5570	0.7463
No log	11.84	296	0.5594	0.5026	0.5594	0.7479
No log	11.92	298	0.5616	0.5890	0.5616	0.7494
No log	12.0	300	0.5791	0.5813	0.5791	0.7610
No log	12.08	302	0.6734	0.5710	0.6734	0.8206
No log	12.16	304	0.6512	0.5977	0.6512	0.8070
No log	12.24	306	0.5818	0.5908	0.5818	0.7628
No log	12.32	308	0.5391	0.5235	0.5391	0.7342
No log	12.4	310	0.5585	0.5071	0.5585	0.7473
No log	12.48	312	0.6010	0.4769	0.6010	0.7752
No log	12.56	314	0.6323	0.4614	0.6323	0.7952
No log	12.64	316	0.5956	0.5195	0.5956	0.7718
No log	12.72	318	0.5501	0.5272	0.5501	0.7417
No log	12.8	320	0.5460	0.5593	0.5460	0.7389
No log	12.88	322	0.5686	0.5701	0.5686	0.7541
No log	12.96	324	0.6679	0.5294	0.6679	0.8173
No log	13.04	326	0.7438	0.5426	0.7438	0.8625
No log	13.12	328	0.6918	0.5562	0.6918	0.8317
No log	13.2	330	0.5686	0.5908	0.5686	0.7540
No log	13.28	332	0.5459	0.4348	0.5459	0.7388
No log	13.36	334	0.5543	0.5044	0.5543	0.7445
No log	13.44	336	0.5430	0.4858	0.5430	0.7369
No log	13.52	338	0.5600	0.5647	0.5600	0.7483
No log	13.6	340	0.5732	0.5324	0.5732	0.7571
No log	13.68	342	0.5591	0.5647	0.5591	0.7477
No log	13.76	344	0.5547	0.5886	0.5547	0.7448
No log	13.84	346	0.5493	0.6038	0.5493	0.7411
No log	13.92	348	0.5464	0.5845	0.5464	0.7392
No log	14.0	350	0.5538	0.6038	0.5538	0.7442
No log	14.08	352	0.5353	0.5396	0.5353	0.7316
No log	14.16	354	0.5480	0.5390	0.5480	0.7403
No log	14.24	356	0.5705	0.5841	0.5705	0.7553
No log	14.32	358	0.5695	0.5702	0.5695	0.7546
No log	14.4	360	0.5463	0.5231	0.5463	0.7392
No log	14.48	362	0.5410	0.4659	0.5410	0.7355
No log	14.56	364	0.5931	0.4628	0.5931	0.7702
No log	14.64	366	0.6419	0.4735	0.6419	0.8012
No log	14.72	368	0.6484	0.4735	0.6484	0.8053
No log	14.8	370	0.5980	0.5063	0.5980	0.7733
No log	14.88	372	0.5593	0.5272	0.5593	0.7479
No log	14.96	374	0.5589	0.5455	0.5589	0.7476
No log	15.04	376	0.5570	0.5455	0.5570	0.7463
No log	15.12	378	0.5792	0.5195	0.5792	0.7610
No log	15.2	380	0.5805	0.5403	0.5805	0.7619
No log	15.28	382	0.5651	0.5605	0.5651	0.7517
No log	15.36	384	0.5621	0.6003	0.5621	0.7498
No log	15.44	386	0.5915	0.5712	0.5915	0.7691
No log	15.52	388	0.5920	0.5886	0.5920	0.7694
No log	15.6	390	0.5821	0.6259	0.5821	0.7630
No log	15.68	392	0.5683	0.6321	0.5683	0.7539
No log	15.76	394	0.5587	0.5846	0.5587	0.7474
No log	15.84	396	0.5632	0.5107	0.5632	0.7505
No log	15.92	398	0.5735	0.5609	0.5735	0.7573
No log	16.0	400	0.6150	0.5042	0.6150	0.7842
No log	16.08	402	0.6803	0.4755	0.6803	0.8248
No log	16.16	404	0.7927	0.4794	0.7927	0.8903
No log	16.24	406	0.8437	0.4452	0.8437	0.9185
No log	16.32	408	0.7688	0.4573	0.7688	0.8768
No log	16.4	410	0.6862	0.5204	0.6862	0.8284
No log	16.48	412	0.6311	0.5884	0.6311	0.7944
No log	16.56	414	0.6191	0.5859	0.6191	0.7868
No log	16.64	416	0.6158	0.5324	0.6158	0.7847
No log	16.72	418	0.6129	0.5687	0.6129	0.7829
No log	16.8	420	0.5998	0.5859	0.5998	0.7745
No log	16.88	422	0.6231	0.5719	0.6231	0.7893
No log	16.96	424	0.6055	0.5884	0.6055	0.7781
No log	17.04	426	0.5808	0.5682	0.5808	0.7621
No log	17.12	428	0.5759	0.5715	0.5759	0.7589
No log	17.2	430	0.5658	0.5682	0.5658	0.7522
No log	17.28	432	0.5961	0.5639	0.5961	0.7721
No log	17.36	434	0.6008	0.4909	0.6008	0.7751
No log	17.44	436	0.5850	0.5111	0.5850	0.7648
No log	17.52	438	0.5616	0.5322	0.5616	0.7494
No log	17.6	440	0.5765	0.4831	0.5765	0.7593
No log	17.68	442	0.6360	0.5278	0.6360	0.7975
No log	17.76	444	0.6424	0.5080	0.6424	0.8015
No log	17.84	446	0.5920	0.4940	0.5920	0.7694
No log	17.92	448	0.5670	0.5164	0.5670	0.7530
No log	18.0	450	0.5537	0.4555	0.5537	0.7441
No log	18.08	452	0.5570	0.4423	0.5570	0.7464
No log	18.16	454	0.5541	0.4878	0.5541	0.7444
No log	18.24	456	0.5529	0.4338	0.5529	0.7436
No log	18.32	458	0.5736	0.4076	0.5736	0.7574
No log	18.4	460	0.6371	0.4667	0.6371	0.7982
No log	18.48	462	0.6813	0.4978	0.6813	0.8254
No log	18.56	464	0.6906	0.4978	0.6906	0.8310
No log	18.64	466	0.6666	0.5140	0.6666	0.8164
No log	18.72	468	0.6139	0.5497	0.6139	0.7835
No log	18.8	470	0.5748	0.5589	0.5748	0.7581
No log	18.88	472	0.5773	0.5269	0.5773	0.7598
No log	18.96	474	0.5815	0.5003	0.5815	0.7626
No log	19.04	476	0.6022	0.5353	0.6022	0.7760
No log	19.12	478	0.6179	0.4734	0.6179	0.7860
No log	19.2	480	0.6206	0.4303	0.6206	0.7878
No log	19.28	482	0.6025	0.4719	0.6025	0.7762
No log	19.36	484	0.5943	0.4029	0.5943	0.7709
No log	19.44	486	0.5721	0.4547	0.5721	0.7564
No log	19.52	488	0.5695	0.4923	0.5695	0.7547
No log	19.6	490	0.5663	0.4809	0.5663	0.7525
No log	19.68	492	0.5689	0.4681	0.5689	0.7542
No log	19.76	494	0.6251	0.4728	0.6251	0.7907
No log	19.84	496	0.6603	0.4424	0.6603	0.8126
No log	19.92	498	0.6231	0.4728	0.6231	0.7894
0.3362	20.0	500	0.5858	0.4774	0.5858	0.7654
0.3362	20.08	502	0.5834	0.5036	0.5834	0.7638
0.3362	20.16	504	0.5823	0.5386	0.5823	0.7631
0.3362	20.24	506	0.5978	0.5345	0.5978	0.7732
0.3362	20.32	508	0.6534	0.5373	0.6534	0.8083
0.3362	20.4	510	0.7123	0.4937	0.7123	0.8440
0.3362	20.48	512	0.6667	0.5336	0.6667	0.8165
0.3362	20.56	514	0.6281	0.5133	0.6281	0.7925
0.3362	20.64	516	0.6073	0.5715	0.6073	0.7793
0.3362	20.72	518	0.5930	0.5101	0.5930	0.7701
0.3362	20.8	520	0.5991	0.5167	0.5991	0.7740
0.3362	20.88	522	0.6265	0.4777	0.6265	0.7915
0.3362	20.96	524	0.6397	0.4845	0.6397	0.7998
0.3362	21.04	526	0.6474	0.5354	0.6474	0.8046
0.3362	21.12	528	0.6253	0.5933	0.6253	0.7907
0.3362	21.2	530	0.6077	0.5238	0.6077	0.7796
0.3362	21.28	532	0.6091	0.5288	0.6091	0.7805
0.3362	21.36	534	0.6057	0.5742	0.6057	0.7783
0.3362	21.44	536	0.6069	0.5557	0.6069	0.7790
0.3362	21.52	538	0.6306	0.5396	0.6306	0.7941
0.3362	21.6	540	0.6571	0.5350	0.6571	0.8106
0.3362	21.68	542	0.6507	0.5233	0.6507	0.8066
0.3362	21.76	544	0.6202	0.5173	0.6202	0.7875
0.3362	21.84	546	0.6004	0.4700	0.6004	0.7749
0.3362	21.92	548	0.6049	0.4700	0.6049	0.7777
0.3362	22.0	550	0.6163	0.5215	0.6163	0.7850
0.3362	22.08	552	0.6616	0.5140	0.6616	0.8134
0.3362	22.16	554	0.7392	0.4888	0.7392	0.8598
0.3362	22.24	556	0.7313	0.4888	0.7313	0.8551
0.3362	22.32	558	0.6561	0.5252	0.6561	0.8100
0.3362	22.4	560	0.6046	0.5321	0.6046	0.7776
0.3362	22.48	562	0.5902	0.5032	0.5902	0.7683
0.3362	22.56	564	0.5876	0.4724	0.5876	0.7666
0.3362	22.64	566	0.5735	0.5003	0.5735	0.7573
0.3362	22.72	568	0.5675	0.5250	0.5675	0.7533
0.3362	22.8	570	0.5718	0.5250	0.5718	0.7562
0.3362	22.88	572	0.5846	0.5115	0.5846	0.7646
0.3362	22.96	574	0.5841	0.5428	0.5841	0.7642
0.3362	23.04	576	0.5986	0.5418	0.5986	0.7737
0.3362	23.12	578	0.6247	0.4845	0.6247	0.7904
0.3362	23.2	580	0.6591	0.4821	0.6591	0.8119
0.3362	23.28	582	0.6563	0.4741	0.6563	0.8101
0.3362	23.36	584	0.6294	0.4845	0.6294	0.7933
0.3362	23.44	586	0.6411	0.5265	0.6411	0.8007
0.3362	23.52	588	0.6605	0.5073	0.6605	0.8127
0.3362	23.6	590	0.6516	0.5670	0.6516	0.8072
0.3362	23.68	592	0.6326	0.5827	0.6326	0.7954
0.3362	23.76	594	0.6500	0.5827	0.6500	0.8062
0.3362	23.84	596	0.6674	0.5639	0.6674	0.8169
0.3362	23.92	598	0.6703	0.5474	0.6703	0.8187
0.3362	24.0	600	0.6931	0.5474	0.6931	0.8325
0.3362	24.08	602	0.6649	0.5587	0.6649	0.8154
0.3362	24.16	604	0.6337	0.5552	0.6337	0.7961
0.3362	24.24	606	0.6410	0.5473	0.6410	0.8006
0.3362	24.32	608	0.6720	0.5498	0.6720	0.8198
0.3362	24.4	610	0.6914	0.5431	0.6914	0.8315
0.3362	24.48	612	0.6942	0.5431	0.6942	0.8332
0.3362	24.56	614	0.6742	0.5388	0.6742	0.8211
0.3362	24.64	616	0.6516	0.5403	0.6516	0.8072
0.3362	24.72	618	0.6306	0.5473	0.6306	0.7941
0.3362	24.8	620	0.6380	0.5459	0.6380	0.7988
0.3362	24.88	622	0.6847	0.5264	0.6847	0.8274
0.3362	24.96	624	0.6926	0.5062	0.6926	0.8322
0.3362	25.04	626	0.6405	0.5748	0.6405	0.8003
0.3362	25.12	628	0.6130	0.5396	0.6130	0.7830
0.3362	25.2	630	0.6229	0.5574	0.6229	0.7892
0.3362	25.28	632	0.6314	0.5373	0.6314	0.7946
0.3362	25.36	634	0.6656	0.5264	0.6656	0.8159
0.3362	25.44	636	0.7229	0.5065	0.7229	0.8502
0.3362	25.52	638	0.7376	0.4735	0.7376	0.8588
0.3362	25.6	640	0.7003	0.4877	0.7003	0.8368
0.3362	25.68	642	0.6559	0.4701	0.6559	0.8098
0.3362	25.76	644	0.6650	0.5023	0.6650	0.8155
0.3362	25.84	646	0.6572	0.4648	0.6572	0.8107
0.3362	25.92	648	0.6732	0.4967	0.6732	0.8205
0.3362	26.0	650	0.7021	0.4883	0.7021	0.8379
0.3362	26.08	652	0.6976	0.4755	0.6976	0.8352
0.3362	26.16	654	0.6604	0.4353	0.6604	0.8127
0.3362	26.24	656	0.6092	0.5050	0.6092	0.7805
0.3362	26.32	658	0.5923	0.5071	0.5923	0.7696
0.3362	26.4	660	0.5881	0.4276	0.5881	0.7669
0.3362	26.48	662	0.5907	0.4828	0.5907	0.7686
0.3362	26.56	664	0.6342	0.4542	0.6342	0.7964
0.3362	26.64	666	0.6684	0.4684	0.6684	0.8175
0.3362	26.72	668	0.6414	0.4836	0.6414	0.8009
0.3362	26.8	670	0.5969	0.4504	0.5969	0.7726
0.3362	26.88	672	0.5902	0.5190	0.5902	0.7683
0.3362	26.96	674	0.6017	0.4740	0.6017	0.7757
0.3362	27.04	676	0.6087	0.4587	0.6087	0.7802
0.3362	27.12	678	0.6117	0.4587	0.6117	0.7821
0.3362	27.2	680	0.5850	0.5559	0.5850	0.7649
0.3362	27.28	682	0.5783	0.5444	0.5783	0.7605
0.3362	27.36	684	0.5987	0.5559	0.5987	0.7738
0.3362	27.44	686	0.6440	0.5307	0.6440	0.8025
0.3362	27.52	688	0.7123	0.4969	0.7123	0.8440
0.3362	27.6	690	0.7099	0.4969	0.7099	0.8425
0.3362	27.68	692	0.6663	0.4522	0.6663	0.8163
0.3362	27.76	694	0.6265	0.4937	0.6265	0.7915
0.3362	27.84	696	0.5922	0.5109	0.5922	0.7696
0.3362	27.92	698	0.5854	0.5109	0.5854	0.7651
0.3362	28.0	700	0.6103	0.4719	0.6103	0.7812
0.3362	28.08	702	0.6466	0.4495	0.6466	0.8041
0.3362	28.16	704	0.6607	0.4386	0.6607	0.8128
0.3362	28.24	706	0.6199	0.4937	0.6199	0.7873
0.3362	28.32	708	0.5717	0.5256	0.5717	0.7561
0.3362	28.4	710	0.5552	0.5444	0.5552	0.7451
0.3362	28.48	712	0.5580	0.5444	0.5580	0.7470
0.3362	28.56	714	0.5976	0.5093	0.5976	0.7730
0.3362	28.64	716	0.6170	0.4165	0.6170	0.7855
0.3362	28.72	718	0.6113	0.4542	0.6113	0.7819
0.3362	28.8	720	0.5930	0.4542	0.5930	0.7701
0.3362	28.88	722	0.5678	0.5362	0.5678	0.7535
0.3362	28.96	724	0.5766	0.5123	0.5766	0.7593
0.3362	29.04	726	0.5847	0.4864	0.5847	0.7647
0.3362	29.12	728	0.6202	0.5045	0.6202	0.7875
0.3362	29.2	730	0.6726	0.4992	0.6726	0.8201
0.3362	29.28	732	0.6707	0.5065	0.6707	0.8189
0.3362	29.36	734	0.6144	0.5045	0.6144	0.7838
0.3362	29.44	736	0.5702	0.5362	0.5702	0.7551
0.3362	29.52	738	0.5618	0.4837	0.5618	0.7495
0.3362	29.6	740	0.5665	0.5141	0.5665	0.7526
0.3362	29.68	742	0.5705	0.5115	0.5705	0.7553
0.3362	29.76	744	0.5809	0.5098	0.5809	0.7622
0.3362	29.84	746	0.5983	0.5076	0.5983	0.7735
0.3362	29.92	748	0.6051	0.5605	0.6051	0.7779
0.3362	30.0	750	0.5821	0.5514	0.5821	0.7629
0.3362	30.08	752	0.5782	0.5514	0.5782	0.7604
0.3362	30.16	754	0.5845	0.5514	0.5845	0.7646
0.3362	30.24	756	0.5914	0.5093	0.5914	0.7690
0.3362	30.32	758	0.5972	0.5093	0.5972	0.7728
0.3362	30.4	760	0.6209	0.5076	0.6209	0.7880
0.3362	30.48	762	0.6797	0.4752	0.6797	0.8245
0.3362	30.56	764	0.6964	0.4752	0.6964	0.8345
0.3362	30.64	766	0.6743	0.4418	0.6743	0.8212
0.3362	30.72	768	0.6192	0.4389	0.6192	0.7869
0.3362	30.8	770	0.5814	0.4642	0.5814	0.7625

Framework versions

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