ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k8_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: 0.5509
• Qwk: 0.4315
• Mse: 0.5509
• Rmse: 0.7423

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	2.6259	-0.0891	2.6259	1.6205
No log	0.0976	4	1.3226	0.0985	1.3226	1.1500
No log	0.1463	6	1.0383	-0.1304	1.0383	1.0190
No log	0.1951	8	0.8268	0.0552	0.8268	0.9093
No log	0.2439	10	0.7196	0.1935	0.7196	0.8483
No log	0.2927	12	0.6980	0.2955	0.6980	0.8355
No log	0.3415	14	0.7885	0.3882	0.7885	0.8880
No log	0.3902	16	0.7666	0.3803	0.7666	0.8756
No log	0.4390	18	0.6906	0.4235	0.6906	0.8310
No log	0.4878	20	0.7788	0.3177	0.7788	0.8825
No log	0.5366	22	0.7969	0.3417	0.7969	0.8927
No log	0.5854	24	0.6851	0.3585	0.6851	0.8277
No log	0.6341	26	0.7376	0.2897	0.7376	0.8589
No log	0.6829	28	0.9635	0.2394	0.9635	0.9816
No log	0.7317	30	0.9607	0.2702	0.9607	0.9802
No log	0.7805	32	0.7867	0.2920	0.7867	0.8870
No log	0.8293	34	0.8089	0.3243	0.8089	0.8994
No log	0.8780	36	0.8133	0.3243	0.8133	0.9018
No log	0.9268	38	0.8544	0.3663	0.8544	0.9243
No log	0.9756	40	0.8239	0.3663	0.8239	0.9077
No log	1.0244	42	0.7303	0.2642	0.7303	0.8546
No log	1.0732	44	0.7843	0.2984	0.7843	0.8856
No log	1.1220	46	0.7443	0.2673	0.7443	0.8627
No log	1.1707	48	0.7291	0.3590	0.7291	0.8539
No log	1.2195	50	0.6430	0.3396	0.6430	0.8019
No log	1.2683	52	0.6630	0.3802	0.6630	0.8142
No log	1.3171	54	0.7070	0.3745	0.7070	0.8408
No log	1.3659	56	0.7343	0.3691	0.7343	0.8569
No log	1.4146	58	0.6208	0.3661	0.6208	0.7879
No log	1.4634	60	0.6543	0.4827	0.6543	0.8089
No log	1.5122	62	0.6926	0.4002	0.6926	0.8322
No log	1.5610	64	0.5838	0.4726	0.5838	0.7640
No log	1.6098	66	0.6420	0.4322	0.6420	0.8012
No log	1.6585	68	0.7226	0.3754	0.7226	0.8501
No log	1.7073	70	0.7141	0.3829	0.7141	0.8450
No log	1.7561	72	0.6002	0.4345	0.6002	0.7747
No log	1.8049	74	0.5554	0.4891	0.5554	0.7452
No log	1.8537	76	0.5827	0.4171	0.5827	0.7634
No log	1.9024	78	0.6902	0.4562	0.6902	0.8308
No log	1.9512	80	0.8946	0.3584	0.8946	0.9458
No log	2.0	82	0.9394	0.3602	0.9394	0.9692
No log	2.0488	84	0.8802	0.3565	0.8802	0.9382
No log	2.0976	86	0.9505	0.3499	0.9505	0.9750
No log	2.1463	88	1.1218	0.2281	1.1218	1.0592
No log	2.1951	90	1.1125	0.2537	1.1125	1.0548
No log	2.2439	92	1.0294	0.2723	1.0294	1.0146
No log	2.2927	94	1.0376	0.2682	1.0376	1.0186
No log	2.3415	96	0.7729	0.5294	0.7729	0.8792
No log	2.3902	98	0.5303	0.5966	0.5303	0.7282
No log	2.4390	100	0.4947	0.6279	0.4947	0.7034
No log	2.4878	102	0.4815	0.6383	0.4815	0.6939
No log	2.5366	104	0.4867	0.6414	0.4867	0.6976
No log	2.5854	106	0.4768	0.6501	0.4768	0.6905
No log	2.6341	108	0.4886	0.6308	0.4886	0.6990
No log	2.6829	110	0.5499	0.5883	0.5499	0.7416
No log	2.7317	112	0.5976	0.4878	0.5976	0.7731
No log	2.7805	114	0.5564	0.5129	0.5564	0.7459
No log	2.8293	116	0.5286	0.6354	0.5286	0.7270
No log	2.8780	118	0.5013	0.6620	0.5013	0.7080
No log	2.9268	120	0.4598	0.6694	0.4598	0.6781
No log	2.9756	122	0.4660	0.6280	0.4660	0.6826
No log	3.0244	124	0.5131	0.5779	0.5131	0.7163
No log	3.0732	126	0.7120	0.4764	0.7120	0.8438
No log	3.1220	128	0.7507	0.4584	0.7507	0.8664
No log	3.1707	130	0.7211	0.4699	0.7211	0.8491
No log	3.2195	132	0.6098	0.5310	0.6098	0.7809
No log	3.2683	134	0.4886	0.6696	0.4886	0.6990
No log	3.3171	136	0.4762	0.6494	0.4762	0.6901
No log	3.3659	138	0.5147	0.6390	0.5147	0.7175
No log	3.4146	140	0.7334	0.3728	0.7334	0.8564
No log	3.4634	142	0.8751	0.4169	0.8751	0.9355
No log	3.5122	144	0.7352	0.4321	0.7352	0.8574
No log	3.5610	146	0.5201	0.6048	0.5201	0.7212
No log	3.6098	148	0.4855	0.5781	0.4855	0.6968
No log	3.6585	150	0.5100	0.5692	0.5100	0.7142
No log	3.7073	152	0.5691	0.6017	0.5691	0.7544
No log	3.7561	154	0.6925	0.4617	0.6925	0.8322
No log	3.8049	156	0.6083	0.5328	0.6083	0.7800
No log	3.8537	158	0.5611	0.5822	0.5611	0.7491
No log	3.9024	160	0.5786	0.5885	0.5786	0.7606
No log	3.9512	162	0.5938	0.6249	0.5938	0.7706
No log	4.0	164	0.6009	0.6103	0.6009	0.7752
No log	4.0488	166	0.6378	0.5643	0.6378	0.7987
No log	4.0976	168	0.7004	0.4794	0.7004	0.8369
No log	4.1463	170	0.6656	0.5444	0.6656	0.8159
No log	4.1951	172	0.6625	0.5444	0.6625	0.8139
No log	4.2439	174	0.7184	0.4504	0.7184	0.8476
No log	4.2927	176	0.6182	0.5124	0.6182	0.7862
No log	4.3415	178	0.5039	0.6357	0.5039	0.7098
No log	4.3902	180	0.4979	0.6063	0.4979	0.7056
No log	4.4390	182	0.5821	0.4628	0.5821	0.7630
No log	4.4878	184	0.5367	0.5016	0.5367	0.7326
No log	4.5366	186	0.4738	0.6301	0.4738	0.6883
No log	4.5854	188	0.6764	0.4859	0.6764	0.8224
No log	4.6341	190	0.8274	0.4681	0.8274	0.9096
No log	4.6829	192	0.8026	0.4621	0.8026	0.8959
No log	4.7317	194	0.6513	0.5433	0.6513	0.8070
No log	4.7805	196	0.5261	0.5359	0.5261	0.7253
No log	4.8293	198	0.5053	0.5708	0.5053	0.7108
No log	4.8780	200	0.5206	0.6373	0.5206	0.7215
No log	4.9268	202	0.5843	0.5612	0.5843	0.7644
No log	4.9756	204	0.7412	0.4413	0.7412	0.8609
No log	5.0244	206	0.9228	0.3753	0.9228	0.9606
No log	5.0732	208	0.9328	0.3934	0.9328	0.9658
No log	5.1220	210	0.7486	0.4413	0.7486	0.8652
No log	5.1707	212	0.6106	0.5139	0.6106	0.7814
No log	5.2195	214	0.4974	0.5938	0.4974	0.7053
No log	5.2683	216	0.5445	0.6010	0.5445	0.7379
No log	5.3171	218	0.5484	0.6154	0.5484	0.7405
No log	5.3659	220	0.5488	0.5795	0.5488	0.7408
No log	5.4146	222	0.6885	0.5377	0.6885	0.8298
No log	5.4634	224	0.8817	0.3629	0.8817	0.9390
No log	5.5122	226	0.8827	0.3505	0.8827	0.9395
No log	5.5610	228	0.7282	0.4879	0.7282	0.8534
No log	5.6098	230	0.5567	0.5922	0.5567	0.7461
No log	5.6585	232	0.5134	0.5184	0.5134	0.7165
No log	5.7073	234	0.5057	0.5168	0.5057	0.7111
No log	5.7561	236	0.5528	0.6017	0.5528	0.7435
No log	5.8049	238	0.6231	0.5551	0.6231	0.7894
No log	5.8537	240	0.7046	0.5377	0.7046	0.8394
No log	5.9024	242	0.6879	0.5551	0.6879	0.8294
No log	5.9512	244	0.5908	0.5990	0.5908	0.7686
No log	6.0	246	0.5386	0.5738	0.5386	0.7339
No log	6.0488	248	0.5158	0.5929	0.5158	0.7182
No log	6.0976	250	0.5669	0.5269	0.5669	0.7529
No log	6.1463	252	0.7060	0.5504	0.7060	0.8403
No log	6.1951	254	0.8575	0.4775	0.8575	0.9260
No log	6.2439	256	0.8742	0.4094	0.8742	0.9350
No log	6.2927	258	0.7163	0.5377	0.7163	0.8464
No log	6.3415	260	0.5444	0.5592	0.5444	0.7378
No log	6.3902	262	0.5101	0.5739	0.5101	0.7142
No log	6.4390	264	0.5194	0.5368	0.5194	0.7207
No log	6.4878	266	0.5510	0.5751	0.5510	0.7423
No log	6.5366	268	0.5579	0.5592	0.5579	0.7469
No log	6.5854	270	0.5382	0.5168	0.5382	0.7336
No log	6.6341	272	0.5326	0.5507	0.5326	0.7298
No log	6.6829	274	0.5282	0.4418	0.5282	0.7268
No log	6.7317	276	0.5339	0.4402	0.5339	0.7307
No log	6.7805	278	0.5403	0.4423	0.5403	0.7350
No log	6.8293	280	0.5428	0.4423	0.5428	0.7367
No log	6.8780	282	0.5460	0.4423	0.5460	0.7389
No log	6.9268	284	0.5569	0.4923	0.5569	0.7463
No log	6.9756	286	0.5591	0.5286	0.5591	0.7477
No log	7.0244	288	0.5484	0.4801	0.5484	0.7405
No log	7.0732	290	0.5483	0.4919	0.5483	0.7405
No log	7.1220	292	0.5611	0.5050	0.5611	0.7491
No log	7.1707	294	0.5564	0.5353	0.5564	0.7459
No log	7.2195	296	0.5749	0.5563	0.5749	0.7582
No log	7.2683	298	0.5618	0.5563	0.5618	0.7495
No log	7.3171	300	0.5373	0.5421	0.5373	0.7330
No log	7.3659	302	0.5392	0.5421	0.5392	0.7343
No log	7.4146	304	0.5448	0.5767	0.5448	0.7381
No log	7.4634	306	0.5441	0.6143	0.5441	0.7376
No log	7.5122	308	0.5352	0.6598	0.5352	0.7316
No log	7.5610	310	0.5451	0.6694	0.5451	0.7383
No log	7.6098	312	0.5837	0.5393	0.5837	0.7640
No log	7.6585	314	0.5557	0.6017	0.5557	0.7455
No log	7.7073	316	0.4903	0.5979	0.4903	0.7002
No log	7.7561	318	0.4832	0.5753	0.4832	0.6951
No log	7.8049	320	0.4822	0.5753	0.4822	0.6944
No log	7.8537	322	0.5119	0.6692	0.5119	0.7155
No log	7.9024	324	0.6512	0.5551	0.6512	0.8070
No log	7.9512	326	0.7245	0.4844	0.7245	0.8512
No log	8.0	328	0.7060	0.5172	0.7060	0.8403
No log	8.0488	330	0.6455	0.5769	0.6455	0.8034
No log	8.0976	332	0.5891	0.6005	0.5891	0.7676
No log	8.1463	334	0.5761	0.5345	0.5761	0.7590
No log	8.1951	336	0.5596	0.5548	0.5596	0.7481
No log	8.2439	338	0.5718	0.5795	0.5718	0.7562
No log	8.2927	340	0.6146	0.5363	0.6146	0.7839
No log	8.3415	342	0.5909	0.5217	0.5909	0.7687
No log	8.3902	344	0.5248	0.5217	0.5248	0.7244
No log	8.4390	346	0.5009	0.5269	0.5009	0.7078
No log	8.4878	348	0.4919	0.5039	0.4919	0.7014
No log	8.5366	350	0.4948	0.5939	0.4948	0.7034
No log	8.5854	352	0.4881	0.5467	0.4881	0.6986
No log	8.6341	354	0.4826	0.5868	0.4826	0.6947
No log	8.6829	356	0.5051	0.5143	0.5051	0.7107
No log	8.7317	358	0.5652	0.5498	0.5652	0.7518
No log	8.7805	360	0.5866	0.4952	0.5866	0.7659
No log	8.8293	362	0.5670	0.5822	0.5670	0.7530
No log	8.8780	364	0.5382	0.5250	0.5382	0.7336
No log	8.9268	366	0.5362	0.5250	0.5362	0.7322
No log	8.9756	368	0.5224	0.4715	0.5224	0.7227
No log	9.0244	370	0.5137	0.4715	0.5137	0.7167
No log	9.0732	372	0.5149	0.4715	0.5149	0.7175
No log	9.1220	374	0.5113	0.4715	0.5113	0.7150
No log	9.1707	376	0.5149	0.4715	0.5149	0.7176
No log	9.2195	378	0.5383	0.5250	0.5383	0.7337
No log	9.2683	380	0.5259	0.5250	0.5259	0.7252
No log	9.3171	382	0.5049	0.4715	0.5049	0.7106
No log	9.3659	384	0.5292	0.5692	0.5292	0.7274
No log	9.4146	386	0.5098	0.5881	0.5098	0.7140
No log	9.4634	388	0.5180	0.5692	0.5180	0.7197
No log	9.5122	390	0.5279	0.5483	0.5279	0.7266
No log	9.5610	392	0.4931	0.5026	0.4931	0.7022
No log	9.6098	394	0.4841	0.4923	0.4841	0.6958
No log	9.6585	396	0.4741	0.4788	0.4741	0.6886
No log	9.7073	398	0.4787	0.4878	0.4787	0.6919
No log	9.7561	400	0.4953	0.5475	0.4953	0.7037
No log	9.8049	402	0.5228	0.5117	0.5228	0.7230
No log	9.8537	404	0.5423	0.4448	0.5423	0.7364
No log	9.9024	406	0.5374	0.5030	0.5374	0.7331
No log	9.9512	408	0.5239	0.4561	0.5239	0.7238
No log	10.0	410	0.5257	0.4561	0.5257	0.7251
No log	10.0488	412	0.5369	0.4561	0.5369	0.7328
No log	10.0976	414	0.5893	0.4807	0.5893	0.7677
No log	10.1463	416	0.7078	0.3827	0.7078	0.8413
No log	10.1951	418	0.7459	0.4007	0.7459	0.8637
No log	10.2439	420	0.7084	0.4051	0.7084	0.8417
No log	10.2927	422	0.5772	0.4580	0.5772	0.7597
No log	10.3415	424	0.4918	0.5114	0.4918	0.7013
No log	10.3902	426	0.4832	0.4984	0.4832	0.6951
No log	10.4390	428	0.4858	0.5114	0.4858	0.6970
No log	10.4878	430	0.4985	0.4991	0.4985	0.7060
No log	10.5366	432	0.5554	0.5283	0.5554	0.7453
No log	10.5854	434	0.5568	0.5217	0.5568	0.7462
No log	10.6341	436	0.5266	0.5127	0.5266	0.7257
No log	10.6829	438	0.4958	0.5522	0.4958	0.7041
No log	10.7317	440	0.4833	0.5567	0.4833	0.6952
No log	10.7805	442	0.4794	0.5567	0.4794	0.6924
No log	10.8293	444	0.4975	0.5507	0.4975	0.7053
No log	10.8780	446	0.5534	0.5567	0.5534	0.7439
No log	10.9268	448	0.5947	0.5450	0.5947	0.7712
No log	10.9756	450	0.6379	0.4961	0.6379	0.7987
No log	11.0244	452	0.6204	0.5752	0.6204	0.7877
No log	11.0732	454	0.5441	0.6206	0.5441	0.7377
No log	11.1220	456	0.4894	0.5479	0.4894	0.6996
No log	11.1707	458	0.4859	0.6458	0.4859	0.6971
No log	11.2195	460	0.4949	0.5168	0.4949	0.7035
No log	11.2683	462	0.5096	0.5317	0.5096	0.7139
No log	11.3171	464	0.5331	0.5932	0.5331	0.7301
No log	11.3659	466	0.5373	0.5932	0.5373	0.7330
No log	11.4146	468	0.5774	0.5910	0.5774	0.7599
No log	11.4634	470	0.6299	0.5502	0.6299	0.7936
No log	11.5122	472	0.6279	0.5326	0.6279	0.7924
No log	11.5610	474	0.5576	0.5836	0.5576	0.7467
No log	11.6098	476	0.5036	0.5025	0.5036	0.7096
No log	11.6585	478	0.4880	0.4858	0.4880	0.6986
No log	11.7073	480	0.4865	0.4858	0.4865	0.6975
No log	11.7561	482	0.5043	0.5184	0.5043	0.7101
No log	11.8049	484	0.5390	0.5861	0.5390	0.7342
No log	11.8537	486	0.5608	0.6132	0.5608	0.7489
No log	11.9024	488	0.5220	0.5861	0.5220	0.7225
No log	11.9512	490	0.4982	0.6356	0.4982	0.7058
No log	12.0	492	0.4718	0.5797	0.4718	0.6868
No log	12.0488	494	0.4626	0.6060	0.4626	0.6801
No log	12.0976	496	0.4666	0.5979	0.4666	0.6831
No log	12.1463	498	0.5185	0.6283	0.5185	0.7201
0.2863	12.1951	500	0.6616	0.4315	0.6616	0.8134
0.2863	12.2439	502	0.7867	0.4584	0.7867	0.8870
0.2863	12.2927	504	0.7530	0.4383	0.7530	0.8678
0.2863	12.3415	506	0.6060	0.5058	0.6060	0.7784
0.2863	12.3902	508	0.5268	0.5649	0.5268	0.7258
0.2863	12.4390	510	0.5023	0.6130	0.5023	0.7087
0.2863	12.4878	512	0.5080	0.5580	0.5080	0.7127
0.2863	12.5366	514	0.5216	0.4963	0.5216	0.7222
0.2863	12.5854	516	0.5128	0.5580	0.5128	0.7161
0.2863	12.6341	518	0.5103	0.5580	0.5103	0.7144
0.2863	12.6829	520	0.5106	0.5722	0.5106	0.7145
0.2863	12.7317	522	0.5025	0.5578	0.5025	0.7089
0.2863	12.7805	524	0.4927	0.5953	0.4927	0.7019
0.2863	12.8293	526	0.5161	0.6024	0.5161	0.7184
0.2863	12.8780	528	0.5673	0.5475	0.5673	0.7532
0.2863	12.9268	530	0.6488	0.5195	0.6488	0.8055
0.2863	12.9756	532	0.6606	0.5017	0.6606	0.8128
0.2863	13.0244	534	0.6028	0.5355	0.6028	0.7764
0.2863	13.0732	536	0.5169	0.6362	0.5169	0.7190
0.2863	13.1220	538	0.5017	0.6059	0.5017	0.7083
0.2863	13.1707	540	0.5190	0.5561	0.5190	0.7204
0.2863	13.2195	542	0.5852	0.5043	0.5852	0.7650
0.2863	13.2683	544	0.6576	0.4874	0.6576	0.8109
0.2863	13.3171	546	0.6476	0.4946	0.6476	0.8047
0.2863	13.3659	548	0.5593	0.5500	0.5593	0.7479
0.2863	13.4146	550	0.4972	0.4738	0.4972	0.7051
0.2863	13.4634	552	0.4985	0.5250	0.4985	0.7060
0.2863	13.5122	554	0.4998	0.5250	0.4998	0.7070
0.2863	13.5610	556	0.5005	0.4809	0.5005	0.7075
0.2863	13.6098	558	0.5505	0.4969	0.5505	0.7419
0.2863	13.6585	560	0.6304	0.5077	0.6304	0.7940
0.2863	13.7073	562	0.6559	0.5077	0.6559	0.8099
0.2863	13.7561	564	0.5892	0.5077	0.5892	0.7676
0.2863	13.8049	566	0.5236	0.4734	0.5236	0.7236
0.2863	13.8537	568	0.5158	0.4497	0.5158	0.7182
0.2863	13.9024	570	0.5172	0.5267	0.5172	0.7192
0.2863	13.9512	572	0.5562	0.5450	0.5562	0.7458
0.2863	14.0	574	0.5959	0.5266	0.5959	0.7719
0.2863	14.0488	576	0.5952	0.5266	0.5952	0.7715
0.2863	14.0976	578	0.5635	0.5630	0.5635	0.7507
0.2863	14.1463	580	0.5694	0.5450	0.5694	0.7546
0.2863	14.1951	582	0.6004	0.5450	0.6004	0.7748
0.2863	14.2439	584	0.6013	0.4884	0.6013	0.7755
0.2863	14.2927	586	0.6100	0.4884	0.6100	0.7810
0.2863	14.3415	588	0.5839	0.5595	0.5839	0.7641
0.2863	14.3902	590	0.5253	0.5650	0.5253	0.7247
0.2863	14.4390	592	0.4792	0.5302	0.4792	0.6922
0.2863	14.4878	594	0.4781	0.5054	0.4781	0.6915
0.2863	14.5366	596	0.4937	0.4783	0.4937	0.7026
0.2863	14.5854	598	0.5081	0.5331	0.5081	0.7128
0.2863	14.6341	600	0.5295	0.5873	0.5295	0.7276
0.2863	14.6829	602	0.5508	0.5780	0.5508	0.7421
0.2863	14.7317	604	0.5535	0.5780	0.5535	0.7440
0.2863	14.7805	606	0.5399	0.5848	0.5399	0.7348
0.2863	14.8293	608	0.5102	0.5041	0.5102	0.7143
0.2863	14.8780	610	0.4990	0.5846	0.4990	0.7064
0.2863	14.9268	612	0.5059	0.5784	0.5059	0.7113
0.2863	14.9756	614	0.4977	0.5703	0.4977	0.7055
0.2863	15.0244	616	0.4923	0.5734	0.4923	0.7016
0.2863	15.0732	618	0.5171	0.5317	0.5171	0.7191
0.2863	15.1220	620	0.6156	0.5529	0.6156	0.7846
0.2863	15.1707	622	0.6851	0.4756	0.6851	0.8277
0.2863	15.2195	624	0.6938	0.4756	0.6938	0.8330
0.2863	15.2683	626	0.6278	0.5205	0.6278	0.7924
0.2863	15.3171	628	0.5579	0.5738	0.5579	0.7469
0.2863	15.3659	630	0.5387	0.4824	0.5387	0.7339
0.2863	15.4146	632	0.5424	0.4824	0.5424	0.7365
0.2863	15.4634	634	0.5394	0.4752	0.5394	0.7344
0.2863	15.5122	636	0.5477	0.5200	0.5477	0.7400
0.2863	15.5610	638	0.5576	0.5429	0.5576	0.7467
0.2863	15.6098	640	0.5358	0.4466	0.5358	0.7320
0.2863	15.6585	642	0.5271	0.4697	0.5271	0.7260
0.2863	15.7073	644	0.5261	0.4829	0.5261	0.7253
0.2863	15.7561	646	0.5365	0.4813	0.5365	0.7325
0.2863	15.8049	648	0.5518	0.5498	0.5518	0.7428
0.2863	15.8537	650	0.5624	0.5636	0.5624	0.7499
0.2863	15.9024	652	0.6085	0.5957	0.6085	0.7801
0.2863	15.9512	654	0.6419	0.5326	0.6419	0.8012
0.2863	16.0	656	0.6137	0.6132	0.6137	0.7834
0.2863	16.0488	658	0.5631	0.5919	0.5631	0.7504
0.2863	16.0976	660	0.5335	0.5642	0.5335	0.7304
0.2863	16.1463	662	0.5269	0.6333	0.5269	0.7259
0.2863	16.1951	664	0.5250	0.5642	0.5250	0.7246
0.2863	16.2439	666	0.5460	0.5724	0.5460	0.7389
0.2863	16.2927	668	0.5339	0.5724	0.5339	0.7307
0.2863	16.3415	670	0.5120	0.4734	0.5120	0.7155
0.2863	16.3902	672	0.4991	0.5344	0.4991	0.7065
0.2863	16.4390	674	0.5058	0.5326	0.5058	0.7112
0.2863	16.4878	676	0.5144	0.5095	0.5144	0.7172
0.2863	16.5366	678	0.5209	0.4019	0.5209	0.7217
0.2863	16.5854	680	0.5238	0.4538	0.5238	0.7237
0.2863	16.6341	682	0.5384	0.4285	0.5384	0.7338
0.2863	16.6829	684	0.5598	0.4556	0.5598	0.7482
0.2863	16.7317	686	0.5482	0.4315	0.5482	0.7404
0.2863	16.7805	688	0.5322	0.4171	0.5322	0.7295
0.2863	16.8293	690	0.5254	0.3934	0.5254	0.7249
0.2863	16.8780	692	0.5229	0.4703	0.5229	0.7231
0.2863	16.9268	694	0.5234	0.4857	0.5234	0.7234
0.2863	16.9756	696	0.5247	0.4934	0.5247	0.7243
0.2863	17.0244	698	0.5352	0.4657	0.5352	0.7316
0.2863	17.0732	700	0.5487	0.4196	0.5487	0.7407
0.2863	17.1220	702	0.5460	0.3994	0.5460	0.7389
0.2863	17.1707	704	0.5432	0.3994	0.5432	0.7371
0.2863	17.2195	706	0.5374	0.4227	0.5374	0.7331
0.2863	17.2683	708	0.5509	0.4315	0.5509	0.7423

Framework versions

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