ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k11_task2_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: 0.5664
• Qwk: 0.4173
• Mse: 0.5664
• Rmse: 0.7526

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	0.0339	2	4.1225	-0.0238	4.1225	2.0304
No log	0.0678	4	2.1463	0.0637	2.1463	1.4650
No log	0.1017	6	1.4022	0.0059	1.4022	1.1841
No log	0.1356	8	1.0389	-0.0508	1.0389	1.0193
No log	0.1695	10	0.9354	0.1192	0.9354	0.9672
No log	0.2034	12	0.8272	0.1706	0.8272	0.9095
No log	0.2373	14	0.7632	0.2382	0.7632	0.8736
No log	0.2712	16	1.0661	0.0794	1.0661	1.0325
No log	0.3051	18	1.1157	0.0210	1.1157	1.0563
No log	0.3390	20	0.9744	0.0418	0.9744	0.9871
No log	0.3729	22	0.9062	0.0736	0.9062	0.9519
No log	0.4068	24	0.8501	0.1624	0.8501	0.9220
No log	0.4407	26	0.8557	0.0658	0.8557	0.9250
No log	0.4746	28	0.8581	0.0396	0.8581	0.9263
No log	0.5085	30	0.9253	0.1160	0.9253	0.9619
No log	0.5424	32	0.9600	0.0736	0.9600	0.9798
No log	0.5763	34	0.9652	0.0564	0.9652	0.9825
No log	0.6102	36	0.9350	0.0912	0.9350	0.9670
No log	0.6441	38	0.8668	0.1107	0.8668	0.9310
No log	0.6780	40	0.8554	0.1305	0.8554	0.9249
No log	0.7119	42	0.8795	0.0857	0.8795	0.9378
No log	0.7458	44	0.8582	0.1289	0.8582	0.9264
No log	0.7797	46	0.8611	0.1532	0.8611	0.9280
No log	0.8136	48	0.8959	0.1825	0.8959	0.9465
No log	0.8475	50	0.9392	0.0447	0.9392	0.9691
No log	0.8814	52	0.9313	0.0625	0.9313	0.9650
No log	0.9153	54	0.9962	0.0305	0.9962	0.9981
No log	0.9492	56	1.0365	-0.0124	1.0365	1.0181
No log	0.9831	58	0.9478	0.0794	0.9478	0.9736
No log	1.0169	60	0.8742	0.1748	0.8742	0.9350
No log	1.0508	62	0.8730	0.1808	0.8730	0.9344
No log	1.0847	64	0.8369	0.2197	0.8369	0.9148
No log	1.1186	66	0.7824	0.2083	0.7824	0.8845
No log	1.1525	68	0.7933	0.2014	0.7933	0.8907
No log	1.1864	70	0.7496	0.1417	0.7496	0.8658
No log	1.2203	72	0.7768	0.1155	0.7768	0.8813
No log	1.2542	74	0.7221	0.1825	0.7221	0.8498
No log	1.2881	76	0.7418	0.2889	0.7418	0.8613
No log	1.3220	78	0.8301	0.1663	0.8301	0.9111
No log	1.3559	80	0.8182	0.1785	0.8182	0.9046
No log	1.3898	82	0.7701	0.2161	0.7701	0.8776
No log	1.4237	84	0.7349	0.2925	0.7349	0.8573
No log	1.4576	86	0.7400	0.2404	0.7400	0.8602
No log	1.4915	88	0.8103	0.1596	0.8103	0.9002
No log	1.5254	90	0.8432	0.1804	0.8432	0.9183
No log	1.5593	92	0.7029	0.2248	0.7029	0.8384
No log	1.5932	94	0.6651	0.2404	0.6651	0.8155
No log	1.6271	96	0.6861	0.3284	0.6861	0.8283
No log	1.6610	98	0.6888	0.3811	0.6888	0.8299
No log	1.6949	100	0.7024	0.3951	0.7024	0.8381
No log	1.7288	102	0.6872	0.3758	0.6872	0.8290
No log	1.7627	104	0.6695	0.3801	0.6695	0.8182
No log	1.7966	106	0.6673	0.3593	0.6673	0.8169
No log	1.8305	108	0.7068	0.2972	0.7068	0.8407
No log	1.8644	110	0.9012	0.3253	0.9012	0.9493
No log	1.8983	112	1.1576	0.2832	1.1576	1.0759
No log	1.9322	114	1.0324	0.2782	1.0324	1.0161
No log	1.9661	116	0.8649	0.2909	0.8649	0.9300
No log	2.0	118	0.8401	0.3115	0.8401	0.9166
No log	2.0339	120	0.8326	0.3263	0.8326	0.9125
No log	2.0678	122	0.8310	0.3676	0.8310	0.9116
No log	2.1017	124	0.8966	0.3544	0.8966	0.9469
No log	2.1356	126	0.8388	0.3873	0.8388	0.9159
No log	2.1695	128	0.7707	0.3654	0.7707	0.8779
No log	2.2034	130	0.7506	0.3921	0.7506	0.8664
No log	2.2373	132	0.7349	0.3861	0.7349	0.8573
No log	2.2712	134	0.8069	0.3227	0.8069	0.8983
No log	2.3051	136	0.9954	0.3416	0.9954	0.9977
No log	2.3390	138	1.2255	0.2579	1.2255	1.1070
No log	2.3729	140	1.0870	0.3338	1.0870	1.0426
No log	2.4068	142	0.7419	0.4435	0.7419	0.8613
No log	2.4407	144	0.6682	0.4309	0.6682	0.8175
No log	2.4746	146	0.6781	0.3511	0.6781	0.8235
No log	2.5085	148	0.7196	0.4356	0.7196	0.8483
No log	2.5424	150	0.7364	0.3612	0.7364	0.8581
No log	2.5763	152	0.8048	0.3649	0.8048	0.8971
No log	2.6102	154	0.8032	0.3449	0.8032	0.8962
No log	2.6441	156	0.7826	0.3640	0.7826	0.8847
No log	2.6780	158	0.8145	0.4235	0.8145	0.9025
No log	2.7119	160	0.8654	0.4552	0.8654	0.9303
No log	2.7458	162	0.9148	0.4427	0.9148	0.9564
No log	2.7797	164	0.8710	0.4143	0.8710	0.9333
No log	2.8136	166	0.7419	0.4745	0.7419	0.8613
No log	2.8475	168	0.7123	0.4358	0.7123	0.8440
No log	2.8814	170	0.7353	0.4856	0.7353	0.8575
No log	2.9153	172	0.9396	0.3716	0.9396	0.9693
No log	2.9492	174	0.9291	0.3686	0.9291	0.9639
No log	2.9831	176	0.7016	0.4448	0.7016	0.8376
No log	3.0169	178	0.6602	0.4559	0.6602	0.8125
No log	3.0508	180	0.7287	0.4662	0.7287	0.8537
No log	3.0847	182	0.6843	0.4735	0.6843	0.8272
No log	3.1186	184	0.7164	0.4943	0.7164	0.8464
No log	3.1525	186	0.7399	0.4629	0.7399	0.8602
No log	3.1864	188	0.6682	0.4296	0.6682	0.8175
No log	3.2203	190	0.6388	0.3630	0.6388	0.7992
No log	3.2542	192	0.6405	0.4091	0.6405	0.8003
No log	3.2881	194	0.6580	0.3925	0.6580	0.8112
No log	3.3220	196	0.7223	0.4305	0.7223	0.8499
No log	3.3559	198	0.7681	0.4105	0.7681	0.8764
No log	3.3898	200	0.6816	0.4452	0.6816	0.8256
No log	3.4237	202	0.6508	0.4556	0.6508	0.8067
No log	3.4576	204	0.6705	0.4723	0.6705	0.8189
No log	3.4915	206	0.7297	0.4706	0.7297	0.8542
No log	3.5254	208	0.6668	0.4691	0.6668	0.8166
No log	3.5593	210	0.6451	0.4356	0.6451	0.8032
No log	3.5932	212	0.6539	0.4505	0.6539	0.8086
No log	3.6271	214	0.7036	0.4732	0.7036	0.8388
No log	3.6610	216	0.8470	0.4320	0.8470	0.9203
No log	3.6949	218	0.7988	0.4494	0.7988	0.8938
No log	3.7288	220	0.6899	0.4872	0.6899	0.8306
No log	3.7627	222	0.6412	0.4529	0.6412	0.8007
No log	3.7966	224	0.6514	0.5111	0.6514	0.8071
No log	3.8305	226	0.6558	0.4273	0.6558	0.8098
No log	3.8644	228	0.6252	0.4507	0.6252	0.7907
No log	3.8983	230	0.6260	0.4528	0.6260	0.7912
No log	3.9322	232	0.6416	0.4855	0.6416	0.8010
No log	3.9661	234	0.6250	0.4749	0.6250	0.7906
No log	4.0	236	0.6132	0.4598	0.6132	0.7831
No log	4.0339	238	0.6315	0.5374	0.6315	0.7947
No log	4.0678	240	0.6563	0.5368	0.6563	0.8101
No log	4.1017	242	0.6296	0.5051	0.6296	0.7935
No log	4.1356	244	0.6419	0.5077	0.6419	0.8012
No log	4.1695	246	0.6703	0.5160	0.6703	0.8187
No log	4.2034	248	0.6969	0.5178	0.6969	0.8348
No log	4.2373	250	0.6873	0.4907	0.6873	0.8290
No log	4.2712	252	0.7121	0.5017	0.7121	0.8439
No log	4.3051	254	0.7827	0.4875	0.7827	0.8847
No log	4.3390	256	0.8886	0.4634	0.8886	0.9426
No log	4.3729	258	0.8544	0.4722	0.8544	0.9244
No log	4.4068	260	0.7615	0.4722	0.7615	0.8726
No log	4.4407	262	0.7612	0.4749	0.7612	0.8725
No log	4.4746	264	0.6912	0.5236	0.6912	0.8314
No log	4.5085	266	0.6358	0.4711	0.6358	0.7974
No log	4.5424	268	0.6510	0.4671	0.6510	0.8069
No log	4.5763	270	0.6797	0.4943	0.6797	0.8244
No log	4.6102	272	0.7267	0.5191	0.7267	0.8525
No log	4.6441	274	0.7414	0.5044	0.7414	0.8611
No log	4.6780	276	0.6959	0.5260	0.6959	0.8342
No log	4.7119	278	0.6766	0.5208	0.6766	0.8226
No log	4.7458	280	0.7046	0.5262	0.7046	0.8394
No log	4.7797	282	0.6969	0.5024	0.6969	0.8348
No log	4.8136	284	0.7541	0.4856	0.7541	0.8684
No log	4.8475	286	0.7947	0.4813	0.7947	0.8914
No log	4.8814	288	0.7064	0.5108	0.7064	0.8405
No log	4.9153	290	0.6443	0.5682	0.6443	0.8027
No log	4.9492	292	0.6323	0.5878	0.6323	0.7952
No log	4.9831	294	0.7126	0.5328	0.7126	0.8441
No log	5.0169	296	0.7005	0.5254	0.7005	0.8370
No log	5.0508	298	0.6153	0.5279	0.6153	0.7844
No log	5.0847	300	0.6473	0.4546	0.6473	0.8045
No log	5.1186	302	0.6482	0.4567	0.6482	0.8051
No log	5.1525	304	0.6338	0.5261	0.6338	0.7961
No log	5.1864	306	0.7304	0.5126	0.7304	0.8546
No log	5.2203	308	0.7545	0.4929	0.7545	0.8686
No log	5.2542	310	0.6671	0.5219	0.6671	0.8167
No log	5.2881	312	0.6206	0.5409	0.6206	0.7878
No log	5.3220	314	0.6159	0.5519	0.6159	0.7848
No log	5.3559	316	0.6233	0.5599	0.6233	0.7895
No log	5.3898	318	0.6942	0.5336	0.6942	0.8332
No log	5.4237	320	0.6897	0.5076	0.6897	0.8305
No log	5.4576	322	0.5955	0.6049	0.5955	0.7717
No log	5.4915	324	0.5741	0.4389	0.5741	0.7577
No log	5.5254	326	0.6079	0.4379	0.6079	0.7796
No log	5.5593	328	0.5839	0.4488	0.5839	0.7642
No log	5.5932	330	0.5902	0.5683	0.5902	0.7682
No log	5.6271	332	0.7299	0.5134	0.7299	0.8543
No log	5.6610	334	0.7369	0.5025	0.7369	0.8584
No log	5.6949	336	0.6050	0.5514	0.6050	0.7778
No log	5.7288	338	0.5849	0.4896	0.5849	0.7648
No log	5.7627	340	0.5988	0.5477	0.5988	0.7738
No log	5.7966	342	0.6235	0.5663	0.6235	0.7896
No log	5.8305	344	0.6119	0.5569	0.6119	0.7823
No log	5.8644	346	0.6143	0.5473	0.6143	0.7838
No log	5.8983	348	0.6321	0.5472	0.6321	0.7950
No log	5.9322	350	0.6483	0.5355	0.6483	0.8052
No log	5.9661	352	0.6039	0.5127	0.6039	0.7771
No log	6.0	354	0.5919	0.5644	0.5919	0.7693
No log	6.0339	356	0.5831	0.5316	0.5831	0.7636
No log	6.0678	358	0.5862	0.5381	0.5862	0.7656
No log	6.1017	360	0.5792	0.5514	0.5792	0.7611
No log	6.1356	362	0.5855	0.4908	0.5855	0.7652
No log	6.1695	364	0.6070	0.5356	0.6070	0.7791
No log	6.2034	366	0.6010	0.5443	0.6010	0.7753
No log	6.2373	368	0.6027	0.5353	0.6027	0.7764
No log	6.2712	370	0.5920	0.5426	0.5920	0.7694
No log	6.3051	372	0.6090	0.5579	0.6090	0.7804
No log	6.3390	374	0.6604	0.5192	0.6604	0.8126
No log	6.3729	376	0.6088	0.5718	0.6088	0.7802
No log	6.4068	378	0.5663	0.4560	0.5663	0.7525
No log	6.4407	380	0.5731	0.4869	0.5731	0.7570
No log	6.4746	382	0.5934	0.5450	0.5934	0.7703
No log	6.5085	384	0.6225	0.5842	0.6225	0.7890
No log	6.5424	386	0.6218	0.5691	0.6218	0.7886
No log	6.5763	388	0.6099	0.4627	0.6099	0.7809
No log	6.6102	390	0.6560	0.5236	0.6560	0.8100
No log	6.6441	392	0.6956	0.4975	0.6956	0.8340
No log	6.6780	394	0.6699	0.5355	0.6699	0.8185
No log	6.7119	396	0.6538	0.5125	0.6538	0.8086
No log	6.7458	398	0.6849	0.5573	0.6849	0.8276
No log	6.7797	400	0.8330	0.4915	0.8330	0.9127
No log	6.8136	402	0.8812	0.4625	0.8812	0.9387
No log	6.8475	404	0.7348	0.4788	0.7348	0.8572
No log	6.8814	406	0.6108	0.4840	0.6108	0.7815
No log	6.9153	408	0.5994	0.3913	0.5994	0.7742
No log	6.9492	410	0.5899	0.3896	0.5899	0.7680
No log	6.9831	412	0.6375	0.4925	0.6375	0.7984
No log	7.0169	414	0.7382	0.4451	0.7382	0.8592
No log	7.0508	416	0.7085	0.3898	0.7085	0.8417
No log	7.0847	418	0.6268	0.3837	0.6268	0.7917
No log	7.1186	420	0.5758	0.3341	0.5758	0.7588
No log	7.1525	422	0.6212	0.4300	0.6212	0.7882
No log	7.1864	424	0.6218	0.4295	0.6218	0.7885
No log	7.2203	426	0.5821	0.3516	0.5821	0.7630
No log	7.2542	428	0.6338	0.5380	0.6338	0.7961
No log	7.2881	430	0.7998	0.4860	0.7998	0.8943
No log	7.3220	432	0.7964	0.4494	0.7964	0.8924
No log	7.3559	434	0.6835	0.4898	0.6835	0.8267
No log	7.3898	436	0.6134	0.4976	0.6134	0.7832
No log	7.4237	438	0.6072	0.4825	0.6072	0.7793
No log	7.4576	440	0.6210	0.4806	0.6210	0.7881
No log	7.4915	442	0.6308	0.5073	0.6308	0.7942
No log	7.5254	444	0.6467	0.5283	0.6467	0.8042
No log	7.5593	446	0.6476	0.5364	0.6476	0.8047
No log	7.5932	448	0.6319	0.5433	0.6319	0.7949
No log	7.6271	450	0.6251	0.5662	0.6251	0.7906
No log	7.6610	452	0.6252	0.5548	0.6252	0.7907
No log	7.6949	454	0.6163	0.5240	0.6163	0.7851
No log	7.7288	456	0.6377	0.5404	0.6377	0.7986
No log	7.7627	458	0.6689	0.5109	0.6689	0.8179
No log	7.7966	460	0.6463	0.5079	0.6463	0.8039
No log	7.8305	462	0.6069	0.4951	0.6069	0.7790
No log	7.8644	464	0.5957	0.4635	0.5957	0.7718
No log	7.8983	466	0.5987	0.4426	0.5987	0.7738
No log	7.9322	468	0.5963	0.4078	0.5963	0.7722
No log	7.9661	470	0.5910	0.3706	0.5910	0.7688
No log	8.0	472	0.5868	0.3601	0.5868	0.7660
No log	8.0339	474	0.5906	0.3633	0.5906	0.7685
No log	8.0678	476	0.6036	0.4025	0.6036	0.7769
No log	8.1017	478	0.5873	0.4083	0.5873	0.7664
No log	8.1356	480	0.6135	0.5194	0.6135	0.7832
No log	8.1695	482	0.6123	0.5210	0.6123	0.7825
No log	8.2034	484	0.5883	0.3601	0.5883	0.7670
No log	8.2373	486	0.5928	0.4281	0.5928	0.7700
No log	8.2712	488	0.5962	0.4200	0.5962	0.7721
No log	8.3051	490	0.6080	0.4442	0.6080	0.7797
No log	8.3390	492	0.6429	0.5466	0.6429	0.8018
No log	8.3729	494	0.6193	0.5026	0.6193	0.7870
No log	8.4068	496	0.6333	0.5069	0.6333	0.7958
No log	8.4407	498	0.6416	0.5023	0.6416	0.8010
0.4689	8.4746	500	0.6169	0.4819	0.6169	0.7854
0.4689	8.5085	502	0.6106	0.4905	0.6106	0.7814
0.4689	8.5424	504	0.6114	0.5447	0.6114	0.7819
0.4689	8.5763	506	0.6108	0.5461	0.6108	0.7815
0.4689	8.6102	508	0.6082	0.5525	0.6082	0.7799
0.4689	8.6441	510	0.5861	0.5453	0.5861	0.7655
0.4689	8.6780	512	0.5744	0.5134	0.5744	0.7579
0.4689	8.7119	514	0.5750	0.5084	0.5750	0.7583
0.4689	8.7458	516	0.5850	0.5857	0.5850	0.7648
0.4689	8.7797	518	0.5976	0.5710	0.5976	0.7731
0.4689	8.8136	520	0.6127	0.5869	0.6127	0.7827
0.4689	8.8475	522	0.6155	0.5456	0.6155	0.7845
0.4689	8.8814	524	0.6217	0.5624	0.6217	0.7885
0.4689	8.9153	526	0.6067	0.5220	0.6067	0.7789
0.4689	8.9492	528	0.5828	0.5097	0.5828	0.7634
0.4689	8.9831	530	0.5845	0.4375	0.5845	0.7645
0.4689	9.0169	532	0.5779	0.4756	0.5779	0.7602
0.4689	9.0508	534	0.5879	0.5668	0.5879	0.7667
0.4689	9.0847	536	0.6217	0.5416	0.6217	0.7885
0.4689	9.1186	538	0.6656	0.5565	0.6656	0.8159
0.4689	9.1525	540	0.6676	0.5657	0.6676	0.8171
0.4689	9.1864	542	0.6646	0.6052	0.6646	0.8152
0.4689	9.2203	544	0.6479	0.5972	0.6479	0.8049
0.4689	9.2542	546	0.5994	0.5443	0.5994	0.7742
0.4689	9.2881	548	0.5810	0.5514	0.5810	0.7622
0.4689	9.3220	550	0.5775	0.5553	0.5775	0.7600
0.4689	9.3559	552	0.5808	0.4909	0.5808	0.7621
0.4689	9.3898	554	0.5879	0.4837	0.5879	0.7668
0.4689	9.4237	556	0.5885	0.5037	0.5885	0.7671
0.4689	9.4576	558	0.5915	0.5089	0.5915	0.7691
0.4689	9.4915	560	0.6061	0.4594	0.6061	0.7786
0.4689	9.5254	562	0.5970	0.4916	0.5970	0.7726
0.4689	9.5593	564	0.5902	0.5451	0.5902	0.7683
0.4689	9.5932	566	0.6518	0.5143	0.6518	0.8073
0.4689	9.6271	568	0.6730	0.5187	0.6730	0.8204
0.4689	9.6610	570	0.6447	0.5127	0.6447	0.8029
0.4689	9.6949	572	0.6094	0.5180	0.6094	0.7807
0.4689	9.7288	574	0.5951	0.4110	0.5951	0.7714
0.4689	9.7627	576	0.6019	0.4792	0.6019	0.7758
0.4689	9.7966	578	0.6096	0.5440	0.6096	0.7808
0.4689	9.8305	580	0.6527	0.5336	0.6527	0.8079
0.4689	9.8644	582	0.7199	0.4866	0.7199	0.8485
0.4689	9.8983	584	0.7025	0.4866	0.7025	0.8381
0.4689	9.9322	586	0.6370	0.5485	0.6370	0.7981
0.4689	9.9661	588	0.6188	0.5588	0.6188	0.7866
0.4689	10.0	590	0.6187	0.5610	0.6187	0.7866
0.4689	10.0339	592	0.6432	0.5468	0.6432	0.8020
0.4689	10.0678	594	0.6871	0.4956	0.6871	0.8289
0.4689	10.1017	596	0.6621	0.5291	0.6621	0.8137
0.4689	10.1356	598	0.6026	0.4984	0.6026	0.7763
0.4689	10.1695	600	0.5931	0.4426	0.5931	0.7702
0.4689	10.2034	602	0.5965	0.4545	0.5965	0.7724
0.4689	10.2373	604	0.6058	0.5026	0.6058	0.7783
0.4689	10.2712	606	0.6042	0.5090	0.6042	0.7773
0.4689	10.3051	608	0.5903	0.5067	0.5903	0.7683
0.4689	10.3390	610	0.5850	0.5397	0.5850	0.7649
0.4689	10.3729	612	0.5796	0.5365	0.5796	0.7613
0.4689	10.4068	614	0.5975	0.5511	0.5975	0.7730
0.4689	10.4407	616	0.6048	0.5323	0.6048	0.7777
0.4689	10.4746	618	0.6389	0.5398	0.6389	0.7993
0.4689	10.5085	620	0.6913	0.5025	0.6913	0.8314
0.4689	10.5424	622	0.7052	0.5163	0.7052	0.8398
0.4689	10.5763	624	0.6299	0.5799	0.6299	0.7937
0.4689	10.6102	626	0.6033	0.5790	0.6033	0.7767
0.4689	10.6441	628	0.6068	0.5790	0.6068	0.7790
0.4689	10.6780	630	0.5978	0.5344	0.5978	0.7732
0.4689	10.7119	632	0.6073	0.5790	0.6073	0.7793
0.4689	10.7458	634	0.6401	0.5133	0.6401	0.8000
0.4689	10.7797	636	0.6940	0.4748	0.6940	0.8331
0.4689	10.8136	638	0.7055	0.4454	0.7055	0.8399
0.4689	10.8475	640	0.6791	0.4716	0.6791	0.8241
0.4689	10.8814	642	0.6117	0.5196	0.6117	0.7821
0.4689	10.9153	644	0.6012	0.4443	0.6012	0.7754
0.4689	10.9492	646	0.6198	0.5315	0.6198	0.7873
0.4689	10.9831	648	0.6270	0.5565	0.6270	0.7918
0.4689	11.0169	650	0.6130	0.4573	0.6130	0.7829
0.4689	11.0508	652	0.6154	0.4643	0.6154	0.7845
0.4689	11.0847	654	0.6423	0.5289	0.6423	0.8014
0.4689	11.1186	656	0.7571	0.4381	0.7571	0.8701
0.4689	11.1525	658	0.8511	0.4236	0.8511	0.9226
0.4689	11.1864	660	0.8283	0.4134	0.8283	0.9101
0.4689	11.2203	662	0.7210	0.5445	0.7210	0.8491
0.4689	11.2542	664	0.6328	0.5481	0.6328	0.7955
0.4689	11.2881	666	0.6014	0.4756	0.6014	0.7755
0.4689	11.3220	668	0.5939	0.4113	0.5939	0.7707
0.4689	11.3559	670	0.5864	0.4714	0.5864	0.7657
0.4689	11.3898	672	0.5916	0.5427	0.5916	0.7691
0.4689	11.4237	674	0.6043	0.5814	0.6043	0.7774
0.4689	11.4576	676	0.6153	0.5835	0.6153	0.7844
0.4689	11.4915	678	0.6124	0.5637	0.6124	0.7825
0.4689	11.5254	680	0.6091	0.5673	0.6091	0.7805
0.4689	11.5593	682	0.6056	0.5870	0.6056	0.7782
0.4689	11.5932	684	0.6003	0.5752	0.6003	0.7748
0.4689	11.6271	686	0.5940	0.5735	0.5940	0.7707
0.4689	11.6610	688	0.5947	0.5053	0.5947	0.7712
0.4689	11.6949	690	0.5986	0.5249	0.5986	0.7737
0.4689	11.7288	692	0.6062	0.5190	0.6062	0.7786
0.4689	11.7627	694	0.6009	0.5111	0.6009	0.7752
0.4689	11.7966	696	0.5932	0.5166	0.5932	0.7702
0.4689	11.8305	698	0.5936	0.4964	0.5936	0.7704
0.4689	11.8644	700	0.5973	0.5462	0.5973	0.7728
0.4689	11.8983	702	0.5922	0.6080	0.5922	0.7695
0.4689	11.9322	704	0.6446	0.5253	0.6446	0.8029
0.4689	11.9661	706	0.6818	0.4769	0.6818	0.8257
0.4689	12.0	708	0.6394	0.5291	0.6394	0.7996
0.4689	12.0339	710	0.5854	0.5883	0.5854	0.7651
0.4689	12.0678	712	0.5737	0.4740	0.5737	0.7574
0.4689	12.1017	714	0.5786	0.4543	0.5786	0.7607
0.4689	12.1356	716	0.5723	0.5172	0.5723	0.7565
0.4689	12.1695	718	0.6037	0.5785	0.6037	0.7770
0.4689	12.2034	720	0.6480	0.5354	0.6480	0.8050
0.4689	12.2373	722	0.6453	0.5361	0.6453	0.8033
0.4689	12.2712	724	0.5947	0.5705	0.5947	0.7712
0.4689	12.3051	726	0.5788	0.4457	0.5788	0.7608
0.4689	12.3390	728	0.5765	0.3943	0.5765	0.7593
0.4689	12.3729	730	0.5768	0.4074	0.5768	0.7594
0.4689	12.4068	732	0.6124	0.5333	0.6124	0.7825
0.4689	12.4407	734	0.6632	0.5258	0.6632	0.8144
0.4689	12.4746	736	0.6587	0.5275	0.6587	0.8116
0.4689	12.5085	738	0.6088	0.5617	0.6088	0.7803
0.4689	12.5424	740	0.5746	0.4523	0.5746	0.7580
0.4689	12.5763	742	0.5753	0.5219	0.5753	0.7585
0.4689	12.6102	744	0.5801	0.5422	0.5801	0.7617
0.4689	12.6441	746	0.5805	0.5323	0.5805	0.7619
0.4689	12.6780	748	0.5707	0.4245	0.5707	0.7555
0.4689	12.7119	750	0.5692	0.4420	0.5692	0.7544
0.4689	12.7458	752	0.5768	0.3848	0.5768	0.7595
0.4689	12.7797	754	0.5687	0.3876	0.5687	0.7542
0.4689	12.8136	756	0.5664	0.4173	0.5664	0.7526

Framework versions

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