ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_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: 0.4789
• Qwk: 0.5466
• Mse: 0.4789
• Rmse: 0.6920

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	0.1667	2	2.4231	-0.0788	2.4231	1.5566
No log	0.3333	4	1.1032	0.0972	1.1032	1.0503
No log	0.5	6	0.8543	0.0771	0.8543	0.9243
No log	0.6667	8	0.7028	0.3050	0.7028	0.8383
No log	0.8333	10	0.8665	0.2833	0.8665	0.9309
No log	1.0	12	0.9383	0.3225	0.9383	0.9686
No log	1.1667	14	0.9206	0.3225	0.9206	0.9595
No log	1.3333	16	0.6435	0.4409	0.6435	0.8022
No log	1.5	18	0.6137	0.0902	0.6137	0.7834
No log	1.6667	20	0.6572	0.0460	0.6572	0.8107
No log	1.8333	22	0.7048	0.1962	0.7048	0.8395
No log	2.0	24	0.6002	0.2641	0.6002	0.7747
No log	2.1667	26	0.5483	0.3585	0.5483	0.7405
No log	2.3333	28	0.5280	0.5246	0.5280	0.7266
No log	2.5	30	0.5091	0.5714	0.5091	0.7135
No log	2.6667	32	0.5127	0.5734	0.5127	0.7160
No log	2.8333	34	0.5641	0.4081	0.5641	0.7511
No log	3.0	36	0.6573	0.4102	0.6573	0.8108
No log	3.1667	38	0.5908	0.4081	0.5908	0.7686
No log	3.3333	40	0.5917	0.5571	0.5917	0.7692
No log	3.5	42	0.7631	0.2830	0.7631	0.8736
No log	3.6667	44	0.8092	0.3333	0.8092	0.8996
No log	3.8333	46	0.6002	0.5373	0.6002	0.7747
No log	4.0	48	0.5648	0.4596	0.5648	0.7516
No log	4.1667	50	0.6214	0.3769	0.6214	0.7883
No log	4.3333	52	0.6374	0.3677	0.6374	0.7984
No log	4.5	54	0.6659	0.4646	0.6659	0.8160
No log	4.6667	56	0.5479	0.4179	0.5479	0.7402
No log	4.8333	58	0.4847	0.5556	0.4847	0.6962
No log	5.0	60	0.4761	0.5556	0.4761	0.6900
No log	5.1667	62	0.5357	0.4473	0.5357	0.7319
No log	5.3333	64	0.7053	0.4512	0.7053	0.8399
No log	5.5	66	0.7311	0.4933	0.7311	0.8550
No log	5.6667	68	0.7443	0.4867	0.7443	0.8627
No log	5.8333	70	0.6663	0.5008	0.6663	0.8162
No log	6.0	72	0.6577	0.4829	0.6577	0.8110
No log	6.1667	74	0.7238	0.5008	0.7238	0.8508
No log	6.3333	76	0.6332	0.4966	0.6332	0.7958
No log	6.5	78	0.4859	0.5677	0.4859	0.6971
No log	6.6667	80	0.4632	0.6317	0.4632	0.6806
No log	6.8333	82	0.4495	0.6705	0.4495	0.6705
No log	7.0	84	0.4386	0.6677	0.4386	0.6622
No log	7.1667	86	0.4632	0.6295	0.4632	0.6806
No log	7.3333	88	0.4455	0.6494	0.4455	0.6674
No log	7.5	90	0.4592	0.6620	0.4592	0.6776
No log	7.6667	92	0.4439	0.6395	0.4439	0.6663
No log	7.8333	94	0.5230	0.5918	0.5230	0.7232
No log	8.0	96	0.6307	0.5894	0.6307	0.7942
No log	8.1667	98	0.5009	0.6100	0.5009	0.7078
No log	8.3333	100	0.4362	0.6407	0.4362	0.6604
No log	8.5	102	0.4375	0.6782	0.4375	0.6615
No log	8.6667	104	0.4475	0.6751	0.4475	0.6689
No log	8.8333	106	0.5964	0.5308	0.5964	0.7723
No log	9.0	108	0.6486	0.5408	0.6486	0.8054
No log	9.1667	110	0.7615	0.5080	0.7615	0.8727
No log	9.3333	112	0.6359	0.5372	0.6359	0.7974
No log	9.5	114	0.4657	0.6318	0.4657	0.6824
No log	9.6667	116	0.4609	0.6136	0.4609	0.6789
No log	9.8333	118	0.5785	0.4648	0.5785	0.7606
No log	10.0	120	0.7867	0.4652	0.7867	0.8869
No log	10.1667	122	0.7021	0.4859	0.7021	0.8379
No log	10.3333	124	0.5382	0.5732	0.5382	0.7337
No log	10.5	126	0.4375	0.6345	0.4375	0.6615
No log	10.6667	128	0.4840	0.6712	0.4840	0.6957
No log	10.8333	130	0.4622	0.7031	0.4622	0.6798
No log	11.0	132	0.4789	0.6866	0.4789	0.6920
No log	11.1667	134	0.5771	0.6328	0.5771	0.7597
No log	11.3333	136	0.7435	0.5719	0.7435	0.8623
No log	11.5	138	0.7322	0.4940	0.7322	0.8557
No log	11.6667	140	0.6447	0.5080	0.6447	0.8029
No log	11.8333	142	0.5502	0.5308	0.5502	0.7417
No log	12.0	144	0.4990	0.5939	0.4990	0.7064
No log	12.1667	146	0.5096	0.6222	0.5096	0.7139
No log	12.3333	148	0.5215	0.5827	0.5215	0.7221
No log	12.5	150	0.5757	0.5030	0.5757	0.7587
No log	12.6667	152	0.6908	0.4684	0.6908	0.8311
No log	12.8333	154	0.7217	0.4545	0.7217	0.8495
No log	13.0	156	0.7255	0.4545	0.7255	0.8517
No log	13.1667	158	0.6244	0.3822	0.6244	0.7902
No log	13.3333	160	0.5706	0.5503	0.5706	0.7554
No log	13.5	162	0.5699	0.5334	0.5699	0.7549
No log	13.6667	164	0.6176	0.5306	0.6176	0.7859
No log	13.8333	166	0.7486	0.5585	0.7486	0.8652
No log	14.0	168	0.7893	0.5271	0.7893	0.8884
No log	14.1667	170	0.6898	0.4937	0.6898	0.8305
No log	14.3333	172	0.5849	0.4997	0.5849	0.7648
No log	14.5	174	0.5122	0.5457	0.5122	0.7157
No log	14.6667	176	0.5149	0.5876	0.5149	0.7175
No log	14.8333	178	0.5499	0.6010	0.5499	0.7415
No log	15.0	180	0.5757	0.6177	0.5757	0.7587
No log	15.1667	182	0.5781	0.5918	0.5781	0.7604
No log	15.3333	184	0.5412	0.5653	0.5412	0.7357
No log	15.5	186	0.5586	0.4937	0.5586	0.7474
No log	15.6667	188	0.5611	0.5389	0.5611	0.7491
No log	15.8333	190	0.5232	0.5589	0.5232	0.7233
No log	16.0	192	0.5250	0.6088	0.5250	0.7246
No log	16.1667	194	0.5406	0.5942	0.5406	0.7353
No log	16.3333	196	0.5298	0.5477	0.5298	0.7279
No log	16.5	198	0.4898	0.5853	0.4898	0.6998
No log	16.6667	200	0.4942	0.6247	0.4942	0.7030
No log	16.8333	202	0.4941	0.6419	0.4941	0.7029
No log	17.0	204	0.4830	0.5719	0.4830	0.6950
No log	17.1667	206	0.5336	0.5184	0.5336	0.7305
No log	17.3333	208	0.6701	0.4666	0.6701	0.8186
No log	17.5	210	0.6789	0.4947	0.6789	0.8240
No log	17.6667	212	0.5772	0.5697	0.5772	0.7597
No log	17.8333	214	0.4875	0.5974	0.4875	0.6982
No log	18.0	216	0.5059	0.6526	0.5059	0.7113
No log	18.1667	218	0.5476	0.6861	0.5476	0.7400
No log	18.3333	220	0.5379	0.6605	0.5379	0.7334
No log	18.5	222	0.5484	0.6583	0.5484	0.7405
No log	18.6667	224	0.5728	0.5969	0.5728	0.7569
No log	18.8333	226	0.5414	0.5996	0.5414	0.7358
No log	19.0	228	0.5053	0.6427	0.5053	0.7108
No log	19.1667	230	0.4994	0.6247	0.4994	0.7067
No log	19.3333	232	0.4913	0.5782	0.4913	0.7009
No log	19.5	234	0.5299	0.4862	0.5299	0.7280
No log	19.6667	236	0.6324	0.5080	0.6324	0.7952
No log	19.8333	238	0.7636	0.4789	0.7636	0.8739
No log	20.0	240	0.7287	0.5360	0.7287	0.8536
No log	20.1667	242	0.5988	0.5471	0.5988	0.7738
No log	20.3333	244	0.5534	0.5814	0.5534	0.7439
No log	20.5	246	0.5570	0.5898	0.5570	0.7463
No log	20.6667	248	0.6268	0.5120	0.6268	0.7917
No log	20.8333	250	0.6766	0.5538	0.6766	0.8226
No log	21.0	252	0.5838	0.5100	0.5838	0.7641
No log	21.1667	254	0.5217	0.5961	0.5217	0.7223
No log	21.3333	256	0.5476	0.6616	0.5476	0.7400
No log	21.5	258	0.5357	0.6235	0.5357	0.7319
No log	21.6667	260	0.5252	0.5626	0.5252	0.7247
No log	21.8333	262	0.6728	0.5098	0.6728	0.8202
No log	22.0	264	0.8457	0.5002	0.8457	0.9196
No log	22.1667	266	0.8262	0.4955	0.8262	0.9090
No log	22.3333	268	0.7172	0.5382	0.7172	0.8468
No log	22.5	270	0.5821	0.4592	0.5821	0.7630
No log	22.6667	272	0.5420	0.5272	0.5420	0.7362
No log	22.8333	274	0.5324	0.5272	0.5324	0.7297
No log	23.0	276	0.5317	0.5050	0.5317	0.7292
No log	23.1667	278	0.5930	0.5624	0.5930	0.7701
No log	23.3333	280	0.6420	0.5481	0.6420	0.8012
No log	23.5	282	0.6065	0.5291	0.6065	0.7788
No log	23.6667	284	0.5408	0.4788	0.5408	0.7354
No log	23.8333	286	0.4877	0.5379	0.4877	0.6984
No log	24.0	288	0.4554	0.5965	0.4554	0.6749
No log	24.1667	290	0.4376	0.5913	0.4376	0.6615
No log	24.3333	292	0.4523	0.6198	0.4523	0.6725
No log	24.5	294	0.4562	0.6662	0.4562	0.6754
No log	24.6667	296	0.4601	0.6774	0.4601	0.6783
No log	24.8333	298	0.5030	0.6373	0.5030	0.7093
No log	25.0	300	0.4829	0.6784	0.4829	0.6949
No log	25.1667	302	0.4733	0.6832	0.4733	0.6880
No log	25.3333	304	0.5251	0.6377	0.5251	0.7246
No log	25.5	306	0.5994	0.6069	0.5994	0.7742
No log	25.6667	308	0.6120	0.5862	0.6120	0.7823
No log	25.8333	310	0.5425	0.6140	0.5425	0.7366
No log	26.0	312	0.4943	0.5597	0.4943	0.7031
No log	26.1667	314	0.4680	0.6001	0.4680	0.6841
No log	26.3333	316	0.4881	0.6245	0.4881	0.6986
No log	26.5	318	0.5057	0.6603	0.5057	0.7111
No log	26.6667	320	0.5026	0.5982	0.5026	0.7090
No log	26.8333	322	0.5260	0.5552	0.5260	0.7252
No log	27.0	324	0.6093	0.6022	0.6093	0.7806
No log	27.1667	326	0.6152	0.5851	0.6152	0.7844
No log	27.3333	328	0.5502	0.5761	0.5502	0.7418
No log	27.5	330	0.4974	0.5288	0.4974	0.7053
No log	27.6667	332	0.4905	0.5373	0.4905	0.7003
No log	27.8333	334	0.4988	0.5373	0.4988	0.7062
No log	28.0	336	0.5349	0.5109	0.5349	0.7313
No log	28.1667	338	0.6351	0.5008	0.6351	0.7969
No log	28.3333	340	0.7245	0.5446	0.7245	0.8512
No log	28.5	342	0.7121	0.5446	0.7121	0.8439
No log	28.6667	344	0.6063	0.5396	0.6063	0.7786
No log	28.8333	346	0.5197	0.5368	0.5197	0.7209
No log	29.0	348	0.4805	0.5288	0.4805	0.6932
No log	29.1667	350	0.4717	0.5288	0.4717	0.6868
No log	29.3333	352	0.4787	0.5288	0.4787	0.6919
No log	29.5	354	0.5147	0.6075	0.5147	0.7174
No log	29.6667	356	0.5560	0.5839	0.5560	0.7456
No log	29.8333	358	0.5819	0.5632	0.5819	0.7628
No log	30.0	360	0.5842	0.5709	0.5842	0.7644
No log	30.1667	362	0.5311	0.5758	0.5311	0.7287
No log	30.3333	364	0.4726	0.5799	0.4726	0.6874
No log	30.5	366	0.4631	0.5729	0.4631	0.6805
No log	30.6667	368	0.4656	0.5646	0.4656	0.6823
No log	30.8333	370	0.4792	0.6088	0.4792	0.6923
No log	31.0	372	0.5208	0.5871	0.5208	0.7217
No log	31.1667	374	0.5710	0.5584	0.5710	0.7556
No log	31.3333	376	0.5444	0.5562	0.5444	0.7378
No log	31.5	378	0.4749	0.5447	0.4749	0.6891
No log	31.6667	380	0.4485	0.6021	0.4485	0.6697
No log	31.8333	382	0.4517	0.5866	0.4517	0.6721
No log	32.0	384	0.4680	0.6115	0.4680	0.6841
No log	32.1667	386	0.5070	0.6604	0.5070	0.7120
No log	32.3333	388	0.5103	0.6367	0.5103	0.7144
No log	32.5	390	0.4804	0.6301	0.4804	0.6931
No log	32.6667	392	0.4433	0.6222	0.4433	0.6658
No log	32.8333	394	0.4530	0.6613	0.4530	0.6731
No log	33.0	396	0.4579	0.6613	0.4579	0.6767
No log	33.1667	398	0.4490	0.6059	0.4490	0.6701
No log	33.3333	400	0.4641	0.5705	0.4641	0.6812
No log	33.5	402	0.4904	0.6282	0.4904	0.7003
No log	33.6667	404	0.5024	0.6051	0.5024	0.7088
No log	33.8333	406	0.4935	0.5978	0.4935	0.7025
No log	34.0	408	0.4845	0.5731	0.4845	0.6961
No log	34.1667	410	0.4841	0.5731	0.4841	0.6957
No log	34.3333	412	0.5011	0.6152	0.5011	0.7079
No log	34.5	414	0.5227	0.6199	0.5227	0.7230
No log	34.6667	416	0.5484	0.5927	0.5484	0.7405
No log	34.8333	418	0.5419	0.6135	0.5419	0.7361
No log	35.0	420	0.5087	0.6078	0.5087	0.7133
No log	35.1667	422	0.4928	0.6417	0.4928	0.7020
No log	35.3333	424	0.4820	0.6577	0.4820	0.6942
No log	35.5	426	0.4739	0.5961	0.4739	0.6884
No log	35.6667	428	0.4827	0.5840	0.4827	0.6948
No log	35.8333	430	0.5143	0.5942	0.5143	0.7171
No log	36.0	432	0.5624	0.5905	0.5624	0.7500
No log	36.1667	434	0.5842	0.5710	0.5842	0.7643
No log	36.3333	436	0.5857	0.5846	0.5857	0.7653
No log	36.5	438	0.5302	0.5973	0.5302	0.7282
No log	36.6667	440	0.4815	0.6392	0.4815	0.6939
No log	36.8333	442	0.4702	0.6805	0.4702	0.6857
No log	37.0	444	0.4634	0.6662	0.4634	0.6807
No log	37.1667	446	0.4627	0.6662	0.4627	0.6802
No log	37.3333	448	0.4638	0.6988	0.4638	0.6810
No log	37.5	450	0.4758	0.6357	0.4758	0.6898
No log	37.6667	452	0.4678	0.6430	0.4678	0.6839
No log	37.8333	454	0.4652	0.6430	0.4652	0.6820
No log	38.0	456	0.4689	0.6427	0.4689	0.6847
No log	38.1667	458	0.4601	0.6505	0.4601	0.6783
No log	38.3333	460	0.4633	0.6637	0.4633	0.6806
No log	38.5	462	0.4571	0.6474	0.4571	0.6761
No log	38.6667	464	0.4542	0.6504	0.4542	0.6740
No log	38.8333	466	0.4798	0.6438	0.4798	0.6927
No log	39.0	468	0.4928	0.6783	0.4928	0.7020
No log	39.1667	470	0.4801	0.6603	0.4801	0.6929
No log	39.3333	472	0.4659	0.6747	0.4659	0.6826
No log	39.5	474	0.4902	0.7102	0.4902	0.7001
No log	39.6667	476	0.5245	0.5776	0.5245	0.7242
No log	39.8333	478	0.5338	0.5776	0.5338	0.7306
No log	40.0	480	0.5346	0.6099	0.5346	0.7312
No log	40.1667	482	0.5202	0.6165	0.5202	0.7212
No log	40.3333	484	0.5100	0.6165	0.5100	0.7141
No log	40.5	486	0.4723	0.6003	0.4723	0.6873
No log	40.6667	488	0.4512	0.6560	0.4512	0.6717
No log	40.8333	490	0.4446	0.6738	0.4446	0.6668
No log	41.0	492	0.4419	0.6923	0.4419	0.6647
No log	41.1667	494	0.4360	0.7089	0.4360	0.6603
No log	41.3333	496	0.4400	0.6139	0.4400	0.6634
No log	41.5	498	0.4693	0.5970	0.4693	0.6851
0.2733	41.6667	500	0.4740	0.5772	0.4740	0.6885
0.2733	41.8333	502	0.4751	0.5970	0.4751	0.6893
0.2733	42.0	504	0.4752	0.5801	0.4752	0.6893
0.2733	42.1667	506	0.4623	0.5646	0.4623	0.6799
0.2733	42.3333	508	0.4561	0.5742	0.4561	0.6754
0.2733	42.5	510	0.4646	0.5945	0.4646	0.6816
0.2733	42.6667	512	0.4927	0.5840	0.4927	0.7019
0.2733	42.8333	514	0.5173	0.5875	0.5173	0.7192
0.2733	43.0	516	0.5089	0.5824	0.5089	0.7134
0.2733	43.1667	518	0.4985	0.6003	0.4985	0.7061
0.2733	43.3333	520	0.4666	0.6392	0.4666	0.6831
0.2733	43.5	522	0.4528	0.6647	0.4528	0.6729
0.2733	43.6667	524	0.4557	0.6472	0.4557	0.6751
0.2733	43.8333	526	0.4715	0.5612	0.4715	0.6867
0.2733	44.0	528	0.4982	0.5668	0.4982	0.7058
0.2733	44.1667	530	0.5012	0.5859	0.5012	0.7080
0.2733	44.3333	532	0.4718	0.6124	0.4718	0.6868
0.2733	44.5	534	0.4715	0.6304	0.4715	0.6866
0.2733	44.6667	536	0.4883	0.6241	0.4883	0.6988
0.2733	44.8333	538	0.4906	0.6709	0.4906	0.7004
0.2733	45.0	540	0.4784	0.6742	0.4784	0.6917
0.2733	45.1667	542	0.4687	0.6852	0.4687	0.6846
0.2733	45.3333	544	0.4837	0.6702	0.4837	0.6955
0.2733	45.5	546	0.4889	0.6623	0.4889	0.6992
0.2733	45.6667	548	0.4726	0.6696	0.4726	0.6875
0.2733	45.8333	550	0.4690	0.6590	0.4690	0.6848
0.2733	46.0	552	0.4922	0.6933	0.4922	0.7015
0.2733	46.1667	554	0.5693	0.6065	0.5693	0.7545
0.2733	46.3333	556	0.6230	0.6049	0.6230	0.7893
0.2733	46.5	558	0.6111	0.6092	0.6111	0.7817
0.2733	46.6667	560	0.5635	0.6073	0.5635	0.7507
0.2733	46.8333	562	0.4854	0.5786	0.4854	0.6967
0.2733	47.0	564	0.4571	0.5756	0.4571	0.6761
0.2733	47.1667	566	0.4591	0.6160	0.4591	0.6776
0.2733	47.3333	568	0.4815	0.6696	0.4815	0.6939
0.2733	47.5	570	0.5102	0.6841	0.5102	0.7143
0.2733	47.6667	572	0.5328	0.6767	0.5328	0.7299
0.2733	47.8333	574	0.5388	0.6767	0.5388	0.7340
0.2733	48.0	576	0.5250	0.6767	0.5250	0.7246
0.2733	48.1667	578	0.5083	0.6686	0.5083	0.7130
0.2733	48.3333	580	0.4927	0.6100	0.4927	0.7019
0.2733	48.5	582	0.4739	0.6593	0.4739	0.6884
0.2733	48.6667	584	0.4624	0.5926	0.4624	0.6800
0.2733	48.8333	586	0.4786	0.5626	0.4786	0.6918
0.2733	49.0	588	0.5243	0.5908	0.5243	0.7241
0.2733	49.1667	590	0.5571	0.6214	0.5571	0.7464
0.2733	49.3333	592	0.5734	0.6225	0.5734	0.7573
0.2733	49.5	594	0.5503	0.6397	0.5503	0.7418
0.2733	49.6667	596	0.5143	0.5668	0.5143	0.7171
0.2733	49.8333	598	0.4944	0.5872	0.4944	0.7032
0.2733	50.0	600	0.4763	0.5697	0.4763	0.6902
0.2733	50.1667	602	0.4780	0.5729	0.4780	0.6914
0.2733	50.3333	604	0.4817	0.5840	0.4817	0.6941
0.2733	50.5	606	0.4778	0.5758	0.4778	0.6913
0.2733	50.6667	608	0.4741	0.5692	0.4741	0.6885
0.2733	50.8333	610	0.4710	0.6045	0.4710	0.6863
0.2733	51.0	612	0.4574	0.6064	0.4574	0.6763
0.2733	51.1667	614	0.4558	0.6064	0.4558	0.6751
0.2733	51.3333	616	0.4635	0.6486	0.4635	0.6808
0.2733	51.5	618	0.4784	0.6871	0.4784	0.6917
0.2733	51.6667	620	0.4722	0.6643	0.4722	0.6872
0.2733	51.8333	622	0.4591	0.6148	0.4591	0.6775
0.2733	52.0	624	0.4551	0.6256	0.4551	0.6746
0.2733	52.1667	626	0.4540	0.6600	0.4540	0.6738
0.2733	52.3333	628	0.4520	0.6600	0.4520	0.6723
0.2733	52.5	630	0.4507	0.6430	0.4507	0.6713
0.2733	52.6667	632	0.4500	0.6256	0.4500	0.6708
0.2733	52.8333	634	0.4533	0.6329	0.4533	0.6733
0.2733	53.0	636	0.4602	0.6161	0.4602	0.6784
0.2733	53.1667	638	0.4660	0.6570	0.4660	0.6826
0.2733	53.3333	640	0.4585	0.6161	0.4585	0.6771
0.2733	53.5	642	0.4576	0.6161	0.4576	0.6765
0.2733	53.6667	644	0.4557	0.6336	0.4557	0.6750
0.2733	53.8333	646	0.4565	0.6516	0.4565	0.6757
0.2733	54.0	648	0.4732	0.6793	0.4732	0.6879
0.2733	54.1667	650	0.4741	0.6793	0.4741	0.6885
0.2733	54.3333	652	0.4662	0.6852	0.4662	0.6828
0.2733	54.5	654	0.4653	0.6336	0.4653	0.6821
0.2733	54.6667	656	0.4784	0.6398	0.4784	0.6917
0.2733	54.8333	658	0.5042	0.5989	0.5042	0.7101
0.2733	55.0	660	0.5110	0.6141	0.5110	0.7148
0.2733	55.1667	662	0.4952	0.6057	0.4952	0.7037
0.2733	55.3333	664	0.4722	0.6398	0.4722	0.6872
0.2733	55.5	666	0.4603	0.6148	0.4603	0.6785
0.2733	55.6667	668	0.4638	0.6329	0.4638	0.6810
0.2733	55.8333	670	0.4749	0.6329	0.4749	0.6891
0.2733	56.0	672	0.4792	0.6329	0.4792	0.6923
0.2733	56.1667	674	0.4775	0.6329	0.4775	0.6910
0.2733	56.3333	676	0.4756	0.6161	0.4756	0.6896
0.2733	56.5	678	0.4741	0.6161	0.4741	0.6886
0.2733	56.6667	680	0.4770	0.6233	0.4770	0.6907
0.2733	56.8333	682	0.4829	0.6647	0.4829	0.6949
0.2733	57.0	684	0.4780	0.6647	0.4780	0.6914
0.2733	57.1667	686	0.4772	0.6647	0.4772	0.6908
0.2733	57.3333	688	0.4766	0.6233	0.4766	0.6904
0.2733	57.5	690	0.4792	0.5923	0.4792	0.6922
0.2733	57.6667	692	0.4904	0.5978	0.4904	0.7003
0.2733	57.8333	694	0.4993	0.5463	0.4993	0.7066
0.2733	58.0	696	0.4999	0.5679	0.4999	0.7070
0.2733	58.1667	698	0.4850	0.6127	0.4850	0.6964
0.2733	58.3333	700	0.4728	0.5923	0.4728	0.6876
0.2733	58.5	702	0.4731	0.5923	0.4731	0.6878
0.2733	58.6667	704	0.4819	0.5923	0.4819	0.6942
0.2733	58.8333	706	0.4953	0.5877	0.4953	0.7038
0.2733	59.0	708	0.4958	0.6057	0.4958	0.7042
0.2733	59.1667	710	0.4838	0.6057	0.4838	0.6956
0.2733	59.3333	712	0.4754	0.6040	0.4754	0.6895
0.2733	59.5	714	0.4648	0.6124	0.4648	0.6818
0.2733	59.6667	716	0.4613	0.6416	0.4613	0.6792
0.2733	59.8333	718	0.4633	0.6416	0.4633	0.6807
0.2733	60.0	720	0.4666	0.6329	0.4666	0.6831
0.2733	60.1667	722	0.4779	0.6336	0.4779	0.6913
0.2733	60.3333	724	0.4920	0.6496	0.4920	0.7014
0.2733	60.5	726	0.5107	0.6565	0.5107	0.7147
0.2733	60.6667	728	0.5240	0.6491	0.5240	0.7239
0.2733	60.8333	730	0.5224	0.6482	0.5224	0.7228
0.2733	61.0	732	0.5061	0.6329	0.5061	0.7114
0.2733	61.1667	734	0.4971	0.6496	0.4971	0.7050
0.2733	61.3333	736	0.4925	0.6336	0.4925	0.7018
0.2733	61.5	738	0.4955	0.6420	0.4955	0.7039
0.2733	61.6667	740	0.4937	0.6336	0.4937	0.7027
0.2733	61.8333	742	0.4942	0.6409	0.4942	0.7030
0.2733	62.0	744	0.4989	0.6150	0.4989	0.7063
0.2733	62.1667	746	0.5033	0.5877	0.5033	0.7094
0.2733	62.3333	748	0.5080	0.6045	0.5080	0.7127
0.2733	62.5	750	0.5053	0.5566	0.5053	0.7108
0.2733	62.6667	752	0.4984	0.5566	0.4984	0.7059
0.2733	62.8333	754	0.4928	0.5945	0.4928	0.7020
0.2733	63.0	756	0.4862	0.5877	0.4862	0.6973
0.2733	63.1667	758	0.4796	0.6057	0.4796	0.6925
0.2733	63.3333	760	0.4771	0.6388	0.4771	0.6907
0.2733	63.5	762	0.4839	0.6057	0.4839	0.6956
0.2733	63.6667	764	0.4878	0.6057	0.4878	0.6984
0.2733	63.8333	766	0.4828	0.6057	0.4828	0.6948
0.2733	64.0	768	0.4760	0.6057	0.4760	0.6899
0.2733	64.1667	770	0.4765	0.5640	0.4765	0.6903
0.2733	64.3333	772	0.4741	0.5466	0.4741	0.6886
0.2733	64.5	774	0.4758	0.5466	0.4758	0.6898
0.2733	64.6667	776	0.4785	0.5466	0.4785	0.6917
0.2733	64.8333	778	0.4789	0.5466	0.4789	0.6920

Framework versions

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