ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k18_task1_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: 0.9503
• Qwk: 0.6475
• Mse: 0.9503
• Rmse: 0.9748

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	0.0148	2	6.6860	0.0308	6.6860	2.5857
No log	0.0296	4	4.2886	0.0417	4.2886	2.0709
No log	0.0444	6	2.6934	0.0387	2.6934	1.6412
No log	0.0593	8	1.9774	0.25	1.9774	1.4062
No log	0.0741	10	1.6358	0.2243	1.6358	1.2790
No log	0.0889	12	1.5773	0.1538	1.5773	1.2559
No log	0.1037	14	1.6325	0.0777	1.6325	1.2777
No log	0.1185	16	1.7406	0.0784	1.7406	1.3193
No log	0.1333	18	1.7364	0.0971	1.7364	1.3177
No log	0.1481	20	1.7910	0.1495	1.7910	1.3383
No log	0.1630	22	1.6637	0.0971	1.6637	1.2898
No log	0.1778	24	1.5266	0.0962	1.5266	1.2356
No log	0.1926	26	1.4584	0.2037	1.4584	1.2076
No log	0.2074	28	1.4485	0.4333	1.4485	1.2035
No log	0.2222	30	1.4512	0.2202	1.4512	1.2046
No log	0.2370	32	1.5439	0.2037	1.5439	1.2426
No log	0.2519	34	1.4851	0.2500	1.4851	1.2186
No log	0.2667	36	1.3604	0.2783	1.3604	1.1664
No log	0.2815	38	1.1454	0.4746	1.1454	1.0702
No log	0.2963	40	1.1466	0.4538	1.1466	1.0708
No log	0.3111	42	1.2315	0.4274	1.2315	1.1098
No log	0.3259	44	1.2425	0.4833	1.2425	1.1147
No log	0.3407	46	1.1479	0.5669	1.1479	1.0714
No log	0.3556	48	1.2823	0.5441	1.2823	1.1324
No log	0.3704	50	1.2685	0.5588	1.2685	1.1263
No log	0.3852	52	1.1085	0.6074	1.1085	1.0529
No log	0.4	54	1.1695	0.5217	1.1695	1.0814
No log	0.4148	56	1.2267	0.5211	1.2267	1.1076
No log	0.4296	58	1.1843	0.5294	1.1843	1.0883
No log	0.4444	60	1.1266	0.6015	1.1266	1.0614
No log	0.4593	62	1.1050	0.6	1.1050	1.0512
No log	0.4741	64	1.1304	0.6165	1.1304	1.0632
No log	0.4889	66	1.3090	0.5072	1.3090	1.1441
No log	0.5037	68	1.3825	0.4892	1.3825	1.1758
No log	0.5185	70	1.4039	0.4	1.4039	1.1849
No log	0.5333	72	1.3604	0.4806	1.3604	1.1663
No log	0.5481	74	1.1772	0.5874	1.1772	1.0850
No log	0.5630	76	1.1722	0.5828	1.1722	1.0827
No log	0.5778	78	1.1667	0.5571	1.1667	1.0802
No log	0.5926	80	0.9606	0.6418	0.9606	0.9801
No log	0.6074	82	0.8653	0.6029	0.8653	0.9302
No log	0.6222	84	0.8259	0.6377	0.8259	0.9088
No log	0.6370	86	0.8754	0.6176	0.8754	0.9356
No log	0.6519	88	1.0477	0.6294	1.0477	1.0236
No log	0.6667	90	1.0731	0.6338	1.0731	1.0359
No log	0.6815	92	1.1060	0.6667	1.1060	1.0517
No log	0.6963	94	1.0256	0.6197	1.0256	1.0127
No log	0.7111	96	0.9086	0.6277	0.9086	0.9532
No log	0.7259	98	0.8145	0.6861	0.8145	0.9025
No log	0.7407	100	0.7988	0.6986	0.7988	0.8937
No log	0.7556	102	0.8061	0.6569	0.8061	0.8978
No log	0.7704	104	0.9355	0.6475	0.9355	0.9672
No log	0.7852	106	0.9913	0.6383	0.9913	0.9956
No log	0.8	108	1.0989	0.6323	1.0989	1.0483
No log	0.8148	110	1.3593	0.5380	1.3593	1.1659
No log	0.8296	112	1.4207	0.5497	1.4207	1.1919
No log	0.8444	114	1.3242	0.5375	1.3242	1.1507
No log	0.8593	116	1.1698	0.6351	1.1698	1.0816
No log	0.8741	118	1.1198	0.64	1.1198	1.0582
No log	0.8889	120	1.0549	0.6533	1.0549	1.0271
No log	0.9037	122	1.0987	0.6225	1.0987	1.0482
No log	0.9185	124	1.1296	0.6144	1.1296	1.0628
No log	0.9333	126	1.2498	0.5904	1.2498	1.1179
No log	0.9481	128	1.2657	0.5988	1.2657	1.1250
No log	0.9630	130	1.2662	0.6071	1.2662	1.1252
No log	0.9778	132	1.1176	0.6624	1.1176	1.0572
No log	0.9926	134	0.9934	0.6968	0.9934	0.9967
No log	1.0074	136	0.9697	0.7051	0.9697	0.9848
No log	1.0222	138	1.0558	0.6536	1.0558	1.0275
No log	1.0370	140	1.1560	0.6341	1.1560	1.0752
No log	1.0519	142	1.3143	0.6154	1.3143	1.1464
No log	1.0667	144	1.2310	0.65	1.2310	1.1095
No log	1.0815	146	0.9080	0.6809	0.9080	0.9529
No log	1.0963	148	0.9148	0.6094	0.9148	0.9564
No log	1.1111	150	0.9227	0.6094	0.9227	0.9606
No log	1.1259	152	0.9029	0.6349	0.9029	0.9502
No log	1.1407	154	0.9016	0.6412	0.9016	0.9495
No log	1.1556	156	1.1335	0.6133	1.1335	1.0647
No log	1.1704	158	1.2907	0.5875	1.2907	1.1361
No log	1.1852	160	1.1646	0.6296	1.1646	1.0792
No log	1.2	162	0.9690	0.6443	0.9690	0.9844
No log	1.2148	164	0.9777	0.6962	0.9777	0.9888
No log	1.2296	166	1.1999	0.6067	1.1999	1.0954
No log	1.2444	168	1.5458	0.5657	1.5458	1.2433
No log	1.2593	170	1.3373	0.6364	1.3373	1.1564
No log	1.2741	172	0.9582	0.6475	0.9582	0.9789
No log	1.2889	174	0.8784	0.6618	0.8784	0.9372
No log	1.3037	176	0.8204	0.6861	0.8204	0.9058
No log	1.3185	178	0.7894	0.7007	0.7894	0.8885
No log	1.3333	180	1.1225	0.5503	1.1225	1.0595
No log	1.3481	182	1.5485	0.5256	1.5485	1.2444
No log	1.3630	184	1.5458	0.4238	1.5458	1.2433
No log	1.3778	186	1.3140	0.5793	1.3140	1.1463
No log	1.3926	188	1.2001	0.6043	1.2001	1.0955
No log	1.4074	190	1.3004	0.5616	1.3004	1.1403
No log	1.4222	192	1.3404	0.5306	1.3404	1.1577
No log	1.4370	194	1.1471	0.5714	1.1471	1.0710
No log	1.4519	196	0.9537	0.6618	0.9537	0.9766
No log	1.4667	198	0.9290	0.6617	0.9290	0.9638
No log	1.4815	200	1.0460	0.6111	1.0460	1.0227
No log	1.4963	202	1.1642	0.5629	1.1642	1.0790
No log	1.5111	204	1.1241	0.5647	1.1241	1.0602
No log	1.5259	206	0.9738	0.6497	0.9738	0.9868
No log	1.5407	208	0.7705	0.7361	0.7705	0.8778
No log	1.5556	210	0.7439	0.6912	0.7439	0.8625
No log	1.5704	212	0.7983	0.6515	0.7983	0.8935
No log	1.5852	214	0.9054	0.6617	0.9054	0.9515
No log	1.6	216	1.0511	0.5986	1.0511	1.0252
No log	1.6148	218	1.0561	0.5960	1.0561	1.0277
No log	1.6296	220	0.9880	0.6338	0.9880	0.9940
No log	1.6444	222	0.9080	0.6765	0.9080	0.9529
No log	1.6593	224	0.9197	0.6812	0.9197	0.9590
No log	1.6741	226	0.9596	0.6438	0.9596	0.9796
No log	1.6889	228	1.1468	0.6	1.1468	1.0709
No log	1.7037	230	1.2269	0.5765	1.2269	1.1077
No log	1.7185	232	1.0862	0.6144	1.0862	1.0422
No log	1.7333	234	0.8838	0.6765	0.8838	0.9401
No log	1.7481	236	0.8507	0.6667	0.8507	0.9223
No log	1.7630	238	0.9235	0.6901	0.9235	0.9610
No log	1.7778	240	1.0968	0.6420	1.0968	1.0473
No log	1.7926	242	1.2769	0.5542	1.2769	1.1300
No log	1.8074	244	1.2007	0.5714	1.2007	1.0958
No log	1.8222	246	1.0263	0.6763	1.0263	1.0130
No log	1.8370	248	0.8966	0.6515	0.8966	0.9469
No log	1.8519	250	0.9014	0.5781	0.9014	0.9494
No log	1.8667	252	0.9739	0.6	0.9739	0.9869
No log	1.8815	254	1.0400	0.6412	1.0400	1.0198
No log	1.8963	256	1.0810	0.6412	1.0810	1.0397
No log	1.9111	258	1.0947	0.6074	1.0947	1.0463
No log	1.9259	260	1.1730	0.5897	1.1730	1.0831
No log	1.9407	262	1.0844	0.6622	1.0844	1.0413
No log	1.9556	264	1.0784	0.6259	1.0784	1.0385
No log	1.9704	266	1.0805	0.6069	1.0805	1.0395
No log	1.9852	268	0.9586	0.6853	0.9586	0.9791
No log	2.0	270	0.8152	0.7050	0.8152	0.9029
No log	2.0148	272	0.7540	0.7050	0.7540	0.8683
No log	2.0296	274	0.7165	0.6565	0.7165	0.8464
No log	2.0444	276	0.6928	0.7376	0.6928	0.8324
No log	2.0593	278	0.7381	0.7050	0.7381	0.8591
No log	2.0741	280	0.8514	0.6846	0.8514	0.9227
No log	2.0889	282	0.9678	0.6709	0.9678	0.9838
No log	2.1037	284	1.0546	0.6235	1.0546	1.0269
No log	2.1185	286	0.9062	0.6806	0.9062	0.9519
No log	2.1333	288	0.7728	0.6815	0.7728	0.8791
No log	2.1481	290	0.7600	0.6618	0.7600	0.8718
No log	2.1630	292	0.7367	0.7286	0.7366	0.8583
No log	2.1778	294	0.7463	0.7273	0.7463	0.8639
No log	2.1926	296	0.8563	0.6993	0.8563	0.9254
No log	2.2074	298	0.9143	0.6809	0.9143	0.9562
No log	2.2222	300	0.8807	0.6617	0.8807	0.9385
No log	2.2370	302	0.8409	0.6567	0.8409	0.9170
No log	2.2519	304	0.8586	0.6765	0.8586	0.9266
No log	2.2667	306	0.8835	0.6567	0.8835	0.9400
No log	2.2815	308	0.8316	0.6715	0.8316	0.9119
No log	2.2963	310	0.7897	0.6757	0.7897	0.8886
No log	2.3111	312	0.7165	0.7347	0.7165	0.8465
No log	2.3259	314	0.6858	0.7746	0.6858	0.8281
No log	2.3407	316	0.6785	0.7746	0.6785	0.8237
No log	2.3556	318	0.6847	0.75	0.6847	0.8275
No log	2.3704	320	0.7184	0.7013	0.7184	0.8476
No log	2.3852	322	0.7697	0.6792	0.7697	0.8773
No log	2.4	324	0.7452	0.6711	0.7452	0.8632
No log	2.4148	326	0.6967	0.7034	0.6967	0.8347
No log	2.4296	328	0.6677	0.7465	0.6677	0.8171
No log	2.4444	330	0.6815	0.7586	0.6815	0.8255
No log	2.4593	332	0.6657	0.7692	0.6657	0.8159
No log	2.4741	334	0.7460	0.6842	0.7460	0.8637
No log	2.4889	336	0.8089	0.6842	0.8089	0.8994
No log	2.5037	338	0.8909	0.6755	0.8909	0.9439
No log	2.5185	340	0.9640	0.6792	0.9640	0.9818
No log	2.5333	342	1.0473	0.6667	1.0473	1.0234
No log	2.5481	344	1.0367	0.6329	1.0367	1.0182
No log	2.5630	346	1.0618	0.6541	1.0618	1.0304
No log	2.5778	348	1.0202	0.6225	1.0202	1.0100
No log	2.5926	350	1.0918	0.6536	1.0918	1.0449
No log	2.6074	352	1.1896	0.6065	1.1896	1.0907
No log	2.6222	354	1.0992	0.6405	1.0992	1.0484
No log	2.6370	356	0.9610	0.6567	0.9610	0.9803
No log	2.6519	358	0.9171	0.6667	0.9171	0.9577
No log	2.6667	360	0.8490	0.6202	0.8490	0.9214
No log	2.6815	362	0.8463	0.5954	0.8463	0.9200
No log	2.6963	364	0.8669	0.6667	0.8669	0.9311
No log	2.7111	366	1.0130	0.6761	1.0130	1.0065
No log	2.7259	368	1.1496	0.6216	1.1496	1.0722
No log	2.7407	370	1.1152	0.6573	1.1152	1.0560
No log	2.7556	372	0.9913	0.6567	0.9913	0.9956
No log	2.7704	374	0.8711	0.6364	0.8711	0.9333
No log	2.7852	376	0.8317	0.5714	0.8317	0.9120
No log	2.8	378	0.8179	0.6763	0.8179	0.9044
No log	2.8148	380	0.8939	0.7034	0.8939	0.9455
No log	2.8296	382	1.0696	0.6988	1.0696	1.0342
No log	2.8444	384	1.0954	0.6456	1.0954	1.0466
No log	2.8593	386	0.9402	0.6853	0.9402	0.9696
No log	2.8741	388	0.8196	0.625	0.8196	0.9053
No log	2.8889	390	0.8051	0.6299	0.8051	0.8972
No log	2.9037	392	0.7757	0.6667	0.7757	0.8808
No log	2.9185	394	0.7991	0.6765	0.7991	0.8939
No log	2.9333	396	0.9363	0.6803	0.9363	0.9676
No log	2.9481	398	1.0173	0.6790	1.0173	1.0086
No log	2.9630	400	0.9437	0.6928	0.9437	0.9714
No log	2.9778	402	0.8409	0.6849	0.8409	0.9170
No log	2.9926	404	0.8015	0.6897	0.8015	0.8952
No log	3.0074	406	0.7164	0.7183	0.7164	0.8464
No log	3.0222	408	0.7346	0.7183	0.7346	0.8571
No log	3.0370	410	0.8356	0.6761	0.8356	0.9141
No log	3.0519	412	0.9180	0.6713	0.9180	0.9581
No log	3.0667	414	1.0027	0.6713	1.0027	1.0014
No log	3.0815	416	1.0347	0.6620	1.0347	1.0172
No log	3.0963	418	0.9681	0.6620	0.9681	0.9839
No log	3.1111	420	0.9047	0.6812	0.9047	0.9511
No log	3.1259	422	0.9250	0.6667	0.9250	0.9618
No log	3.1407	424	0.9999	0.6618	0.9999	0.9999
No log	3.1556	426	1.1111	0.6154	1.1111	1.0541
No log	3.1704	428	1.1320	0.6154	1.1320	1.0640
No log	3.1852	430	0.9916	0.6763	0.9916	0.9958
No log	3.2	432	0.8494	0.6716	0.8494	0.9216
No log	3.2148	434	0.7999	0.6406	0.7999	0.8944
No log	3.2296	436	0.7752	0.7015	0.7752	0.8804
No log	3.2444	438	0.8378	0.6950	0.8378	0.9153
No log	3.2593	440	1.0374	0.6622	1.0374	1.0185
No log	3.2741	442	1.0860	0.64	1.0860	1.0421
No log	3.2889	444	0.9406	0.6528	0.9406	0.9699
No log	3.3037	446	0.7946	0.6901	0.7946	0.8914
No log	3.3185	448	0.7002	0.7353	0.7002	0.8368
No log	3.3333	450	0.6911	0.7571	0.6911	0.8314
No log	3.3481	452	0.7876	0.6757	0.7876	0.8875
No log	3.3630	454	1.0378	0.6788	1.0378	1.0187
No log	3.3778	456	1.1381	0.6272	1.1381	1.0668
No log	3.3926	458	1.0415	0.6316	1.0415	1.0206
No log	3.4074	460	0.8615	0.6715	0.8615	0.9282
No log	3.4222	462	0.7852	0.6562	0.7852	0.8861
No log	3.4370	464	0.7979	0.6562	0.7979	0.8932
No log	3.4519	466	0.8340	0.6562	0.8340	0.9132
No log	3.4667	468	0.9611	0.6475	0.9611	0.9803
No log	3.4815	470	1.0801	0.6164	1.0801	1.0393
No log	3.4963	472	1.0679	0.6164	1.0679	1.0334
No log	3.5111	474	0.9343	0.6571	0.9343	0.9666
No log	3.5259	476	0.8214	0.6519	0.8214	0.9063
No log	3.5407	478	0.7930	0.6418	0.7930	0.8905
No log	3.5556	480	0.8166	0.6715	0.8166	0.9036
No log	3.5704	482	0.8979	0.6713	0.8979	0.9476
No log	3.5852	484	0.9158	0.6620	0.9158	0.9570
No log	3.6	486	0.8754	0.6713	0.8754	0.9356
No log	3.6148	488	0.8559	0.6713	0.8559	0.9251
No log	3.6296	490	0.8647	0.6759	0.8647	0.9299
No log	3.6444	492	0.8566	0.6849	0.8566	0.9255
No log	3.6593	494	0.9267	0.6667	0.9267	0.9627
No log	3.6741	496	0.9593	0.6746	0.9593	0.9794
No log	3.6889	498	0.9726	0.6746	0.9726	0.9862
0.4341	3.7037	500	0.9102	0.6536	0.9102	0.9541
0.4341	3.7185	502	0.8275	0.6950	0.8275	0.9097
0.4341	3.7333	504	0.8042	0.6567	0.8042	0.8967
0.4341	3.7481	506	0.8128	0.6466	0.8128	0.9015
0.4341	3.7630	508	0.8138	0.6812	0.8138	0.9021
0.4341	3.7778	510	0.8909	0.6944	0.8909	0.9439
0.4341	3.7926	512	1.0428	0.64	1.0428	1.0212
0.4341	3.8074	514	1.0892	0.6536	1.0892	1.0436
0.4341	3.8222	516	1.0883	0.6577	1.0883	1.0432
0.4341	3.8370	518	0.9673	0.6714	0.9673	0.9835
0.4341	3.8519	520	0.8533	0.6567	0.8533	0.9237
0.4341	3.8667	522	0.8085	0.6567	0.8085	0.8991
0.4341	3.8815	524	0.8298	0.6715	0.8298	0.9110
0.4341	3.8963	526	0.9109	0.6809	0.9109	0.9544
0.4341	3.9111	528	0.9421	0.6809	0.9421	0.9706
0.4341	3.9259	530	0.8929	0.6809	0.8929	0.9449
0.4341	3.9407	532	0.8136	0.6906	0.8136	0.9020
0.4341	3.9556	534	0.7998	0.7042	0.7998	0.8943
0.4341	3.9704	536	0.7866	0.7042	0.7866	0.8869
0.4341	3.9852	538	0.8189	0.6897	0.8189	0.9050
0.4341	4.0	540	0.9051	0.6712	0.9051	0.9514
0.4341	4.0148	542	0.9384	0.6712	0.9384	0.9687
0.4341	4.0296	544	0.8675	0.6812	0.8675	0.9314
0.4341	4.0444	546	0.8298	0.6567	0.8298	0.9110
0.4341	4.0593	548	0.8552	0.6667	0.8552	0.9248
0.4341	4.0741	550	0.9277	0.6618	0.9277	0.9632
0.4341	4.0889	552	0.9618	0.6618	0.9618	0.9807
0.4341	4.1037	554	0.9447	0.6618	0.9447	0.9719
0.4341	4.1185	556	0.8811	0.6567	0.8811	0.9387
0.4341	4.1333	558	0.8823	0.6466	0.8823	0.9393
0.4341	4.1481	560	0.8773	0.6466	0.8773	0.9366
0.4341	4.1630	562	0.8717	0.6567	0.8717	0.9337
0.4341	4.1778	564	0.8497	0.6567	0.8497	0.9218
0.4341	4.1926	566	0.7846	0.6812	0.7846	0.8858
0.4341	4.2074	568	0.7302	0.6812	0.7302	0.8545
0.4341	4.2222	570	0.6989	0.7050	0.6989	0.8360
0.4341	4.2370	572	0.6976	0.7391	0.6976	0.8352
0.4341	4.2519	574	0.7273	0.6767	0.7273	0.8528
0.4341	4.2667	576	0.7569	0.6716	0.7569	0.8700
0.4341	4.2815	578	0.8822	0.6525	0.8822	0.9392
0.4341	4.2963	580	1.0325	0.6667	1.0325	1.0161
0.4341	4.3111	582	1.0257	0.6536	1.0257	1.0127
0.4341	4.3259	584	0.9090	0.6579	0.9090	0.9534
0.4341	4.3407	586	0.7655	0.6809	0.7655	0.8749
0.4341	4.3556	588	0.7341	0.7324	0.7341	0.8568
0.4341	4.3704	590	0.7574	0.7075	0.7574	0.8703
0.4341	4.3852	592	0.8660	0.6579	0.8660	0.9306
0.4341	4.4	594	1.0145	0.6625	1.0145	1.0072
0.4341	4.4148	596	1.0097	0.6497	1.0097	1.0049
0.4341	4.4296	598	0.8709	0.6763	0.8709	0.9332
0.4341	4.4444	600	0.8150	0.6667	0.8150	0.9028
0.4341	4.4593	602	0.8405	0.6712	0.8405	0.9168
0.4341	4.4741	604	0.8705	0.6667	0.8705	0.9330
0.4341	4.4889	606	0.8595	0.6667	0.8595	0.9271
0.4341	4.5037	608	0.8918	0.6711	0.8918	0.9444
0.4341	4.5185	610	0.8834	0.6806	0.8834	0.9399
0.4341	4.5333	612	0.8323	0.6765	0.8323	0.9123
0.4341	4.5481	614	0.7977	0.6260	0.7977	0.8932
0.4341	4.5630	616	0.8287	0.6963	0.8287	0.9103
0.4341	4.5778	618	0.8276	0.6963	0.8276	0.9097
0.4341	4.5926	620	0.8246	0.6519	0.8246	0.9081
0.4341	4.6074	622	0.8982	0.6619	0.8982	0.9477
0.4341	4.6222	624	1.0117	0.6667	1.0117	1.0058
0.4341	4.6370	626	1.0386	0.6579	1.0386	1.0191
0.4341	4.6519	628	0.9606	0.6486	0.9606	0.9801
0.4341	4.6667	630	0.8557	0.6370	0.8557	0.9251
0.4341	4.6815	632	0.7953	0.6716	0.7953	0.8918
0.4341	4.6963	634	0.7622	0.6939	0.7622	0.8731
0.4341	4.7111	636	0.7686	0.6883	0.7686	0.8767
0.4341	4.7259	638	0.7625	0.7143	0.7625	0.8732
0.4341	4.7407	640	0.7339	0.6918	0.7339	0.8567
0.4341	4.7556	642	0.7314	0.6797	0.7314	0.8552
0.4341	4.7704	644	0.7625	0.6714	0.7625	0.8732
0.4341	4.7852	646	0.7300	0.7133	0.7300	0.8544
0.4341	4.8	648	0.7586	0.7105	0.7586	0.8710
0.4341	4.8148	650	0.7665	0.7172	0.7665	0.8755
0.4341	4.8296	652	0.8319	0.7083	0.8319	0.9121
0.4341	4.8444	654	0.9055	0.6713	0.9055	0.9516
0.4341	4.8593	656	0.9313	0.6475	0.9313	0.9650
0.4341	4.8741	658	0.8968	0.6423	0.8968	0.9470
0.4341	4.8889	660	0.8967	0.6324	0.8967	0.9470
0.4341	4.9037	662	0.9354	0.6475	0.9354	0.9671
0.4341	4.9185	664	0.9503	0.6475	0.9503	0.9748

Framework versions

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