ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k11_task5_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: 0.5341
• Qwk: 0.6123
• Mse: 0.5341
• Rmse: 0.7308

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	0.0364	2	3.8289	-0.0109	3.8289	1.9568
No log	0.0727	4	2.1262	0.0807	2.1262	1.4582
No log	0.1091	6	1.3451	0.0380	1.3451	1.1598
No log	0.1455	8	1.1905	0.0850	1.1905	1.0911
No log	0.1818	10	1.1970	0.0880	1.1970	1.0941
No log	0.2182	12	1.0233	0.2365	1.0233	1.0116
No log	0.2545	14	0.9950	0.2544	0.9950	0.9975
No log	0.2909	16	0.9014	0.2921	0.9014	0.9494
No log	0.3273	18	1.0078	0.3317	1.0078	1.0039
No log	0.3636	20	1.1048	0.3418	1.1048	1.0511
No log	0.4	22	0.8185	0.4686	0.8185	0.9047
No log	0.4364	24	0.7257	0.6195	0.7257	0.8519
No log	0.4727	26	0.7451	0.6052	0.7451	0.8632
No log	0.5091	28	0.8889	0.5557	0.8889	0.9428
No log	0.5455	30	0.9838	0.5263	0.9838	0.9919
No log	0.5818	32	1.0181	0.5085	1.0181	1.0090
No log	0.6182	34	0.8094	0.6266	0.8094	0.8997
No log	0.6545	36	0.8851	0.5920	0.8851	0.9408
No log	0.6909	38	0.7622	0.6972	0.7622	0.8730
No log	0.7273	40	0.7263	0.6484	0.7263	0.8523
No log	0.7636	42	0.7095	0.6341	0.7095	0.8423
No log	0.8	44	0.8563	0.5911	0.8563	0.9254
No log	0.8364	46	0.7985	0.5811	0.7985	0.8936
No log	0.8727	48	0.7238	0.5912	0.7238	0.8507
No log	0.9091	50	0.6544	0.5892	0.6544	0.8090
No log	0.9455	52	0.7310	0.6108	0.7310	0.8550
No log	0.9818	54	0.9403	0.5614	0.9403	0.9697
No log	1.0182	56	0.9973	0.5599	0.9973	0.9986
No log	1.0545	58	0.7585	0.6371	0.7585	0.8709
No log	1.0909	60	0.7763	0.6173	0.7763	0.8811
No log	1.1273	62	0.8425	0.6174	0.8425	0.9179
No log	1.1636	64	0.7706	0.6234	0.7706	0.8779
No log	1.2	66	0.8397	0.6410	0.8397	0.9163
No log	1.2364	68	0.7759	0.6342	0.7759	0.8808
No log	1.2727	70	0.7830	0.6263	0.7830	0.8849
No log	1.3091	72	0.8798	0.6115	0.8798	0.9380
No log	1.3455	74	0.8268	0.6344	0.8268	0.9093
No log	1.3818	76	0.7148	0.5727	0.7148	0.8455
No log	1.4182	78	0.6924	0.5501	0.6924	0.8321
No log	1.4545	80	0.7293	0.4998	0.7293	0.8540
No log	1.4909	82	0.6989	0.5188	0.6989	0.8360
No log	1.5273	84	0.6681	0.6112	0.6681	0.8174
No log	1.5636	86	0.7100	0.5743	0.7100	0.8426
No log	1.6	88	0.8947	0.5422	0.8947	0.9459
No log	1.6364	90	0.8184	0.6104	0.8184	0.9046
No log	1.6727	92	0.7605	0.6115	0.7605	0.8721
No log	1.7091	94	0.7805	0.6130	0.7805	0.8834
No log	1.7455	96	0.7502	0.6397	0.7502	0.8662
No log	1.7818	98	0.7093	0.6014	0.7093	0.8422
No log	1.8182	100	0.7258	0.5529	0.7258	0.8519
No log	1.8545	102	0.7771	0.5604	0.7771	0.8815
No log	1.8909	104	0.8402	0.5943	0.8402	0.9166
No log	1.9273	106	0.7144	0.5981	0.7144	0.8452
No log	1.9636	108	0.6901	0.6645	0.6901	0.8308
No log	2.0	110	0.6566	0.6583	0.6566	0.8103
No log	2.0364	112	0.6804	0.6168	0.6804	0.8249
No log	2.0727	114	0.8422	0.6266	0.8422	0.9177
No log	2.1091	116	0.7650	0.6250	0.7650	0.8746
No log	2.1455	118	0.6136	0.6501	0.6136	0.7833
No log	2.1818	120	0.7077	0.6714	0.7077	0.8413
No log	2.2182	122	0.7473	0.5926	0.7473	0.8645
No log	2.2545	124	0.6242	0.6684	0.6242	0.7901
No log	2.2909	126	0.6565	0.5984	0.6565	0.8103
No log	2.3273	128	0.7543	0.5332	0.7543	0.8685
No log	2.3636	130	0.6619	0.6377	0.6619	0.8136
No log	2.4	132	0.6773	0.6649	0.6773	0.8230
No log	2.4364	134	0.7558	0.6181	0.7558	0.8694
No log	2.4727	136	0.6907	0.6037	0.6907	0.8311
No log	2.5091	138	0.7751	0.6074	0.7751	0.8804
No log	2.5455	140	1.1246	0.4873	1.1246	1.0605
No log	2.5818	142	1.2283	0.4569	1.2283	1.1083
No log	2.6182	144	0.9649	0.5530	0.9649	0.9823
No log	2.6545	146	0.7176	0.5995	0.7176	0.8471
No log	2.6909	148	0.7335	0.6357	0.7335	0.8564
No log	2.7273	150	0.7245	0.6237	0.7245	0.8512
No log	2.7636	152	0.6952	0.5641	0.6952	0.8338
No log	2.8	154	0.7024	0.5536	0.7024	0.8381
No log	2.8364	156	0.7163	0.5940	0.7163	0.8464
No log	2.8727	158	0.6871	0.6035	0.6871	0.8289
No log	2.9091	160	0.7051	0.6536	0.7051	0.8397
No log	2.9455	162	0.7607	0.6049	0.7607	0.8722
No log	2.9818	164	0.7834	0.5205	0.7834	0.8851
No log	3.0182	166	0.6461	0.6536	0.6461	0.8038
No log	3.0545	168	0.6839	0.6418	0.6839	0.8270
No log	3.0909	170	0.7285	0.5667	0.7285	0.8535
No log	3.1273	172	0.6568	0.6144	0.6568	0.8104
No log	3.1636	174	0.6490	0.6456	0.6490	0.8056
No log	3.2	176	0.6483	0.6456	0.6483	0.8052
No log	3.2364	178	0.6649	0.6360	0.6649	0.8154
No log	3.2727	180	0.7016	0.6298	0.7016	0.8376
No log	3.3091	182	0.7050	0.6707	0.7050	0.8397
No log	3.3455	184	0.7149	0.6041	0.7149	0.8455
No log	3.3818	186	0.7296	0.5057	0.7296	0.8542
No log	3.4182	188	0.6938	0.5660	0.6938	0.8330
No log	3.4545	190	0.7063	0.5468	0.7063	0.8404
No log	3.4909	192	0.6908	0.6070	0.6908	0.8311
No log	3.5273	194	0.6773	0.6120	0.6773	0.8230
No log	3.5636	196	0.7652	0.6171	0.7652	0.8748
No log	3.6	198	0.7379	0.6432	0.7379	0.8590
No log	3.6364	200	0.6892	0.7035	0.6892	0.8302
No log	3.6727	202	0.7388	0.5442	0.7388	0.8595
No log	3.7091	204	0.8028	0.5381	0.8028	0.8960
No log	3.7455	206	0.7208	0.5256	0.7208	0.8490
No log	3.7818	208	0.6377	0.5796	0.6377	0.7986
No log	3.8182	210	0.6354	0.6374	0.6354	0.7971
No log	3.8545	212	0.6474	0.6875	0.6474	0.8046
No log	3.8909	214	0.7241	0.5709	0.7241	0.8510
No log	3.9273	216	0.7095	0.6219	0.7095	0.8423
No log	3.9636	218	0.6495	0.5898	0.6495	0.8059
No log	4.0	220	0.6316	0.6350	0.6316	0.7947
No log	4.0364	222	0.6325	0.6350	0.6325	0.7953
No log	4.0727	224	0.6369	0.6176	0.6369	0.7980
No log	4.1091	226	0.6449	0.6350	0.6449	0.8030
No log	4.1455	228	0.6652	0.5684	0.6652	0.8156
No log	4.1818	230	0.6806	0.6015	0.6806	0.8250
No log	4.2182	232	0.6762	0.6015	0.6762	0.8223
No log	4.2545	234	0.6450	0.6350	0.6450	0.8031
No log	4.2909	236	0.6305	0.6244	0.6305	0.7940
No log	4.3273	238	0.6310	0.6176	0.6310	0.7943
No log	4.3636	240	0.6486	0.5103	0.6486	0.8053
No log	4.4	242	0.6616	0.5353	0.6616	0.8134
No log	4.4364	244	0.6452	0.5932	0.6452	0.8033
No log	4.4727	246	0.6669	0.6575	0.6669	0.8167
No log	4.5091	248	0.6329	0.6567	0.6329	0.7955
No log	4.5455	250	0.5748	0.7199	0.5748	0.7582
No log	4.5818	252	0.5659	0.6578	0.5659	0.7523
No log	4.6182	254	0.5681	0.6476	0.5681	0.7537
No log	4.6545	256	0.5709	0.6853	0.5709	0.7556
No log	4.6909	258	0.5827	0.6903	0.5827	0.7633
No log	4.7273	260	0.5791	0.6796	0.5791	0.7610
No log	4.7636	262	0.5700	0.6545	0.5700	0.7550
No log	4.8	264	0.5709	0.6476	0.5709	0.7556
No log	4.8364	266	0.5678	0.7019	0.5678	0.7535
No log	4.8727	268	0.5672	0.6578	0.5672	0.7531
No log	4.9091	270	0.5539	0.6553	0.5539	0.7443
No log	4.9455	272	0.5601	0.6417	0.5601	0.7484
No log	4.9818	274	0.5666	0.6134	0.5666	0.7527
No log	5.0182	276	0.5784	0.6572	0.5784	0.7605
No log	5.0545	278	0.5539	0.6383	0.5539	0.7443
No log	5.0909	280	0.5540	0.6473	0.5540	0.7443
No log	5.1273	282	0.5603	0.6297	0.5603	0.7486
No log	5.1636	284	0.5684	0.6297	0.5684	0.7539
No log	5.2	286	0.5703	0.6306	0.5703	0.7552
No log	5.2364	288	0.5783	0.6526	0.5783	0.7605
No log	5.2727	290	0.5885	0.6697	0.5885	0.7672
No log	5.3091	292	0.5795	0.6717	0.5795	0.7613
No log	5.3455	294	0.6112	0.6683	0.6112	0.7818
No log	5.3818	296	0.6617	0.6055	0.6617	0.8135
No log	5.4182	298	0.6339	0.6332	0.6339	0.7962
No log	5.4545	300	0.5871	0.6164	0.5871	0.7662
No log	5.4909	302	0.5693	0.6813	0.5693	0.7545
No log	5.5273	304	0.5771	0.7019	0.5771	0.7597
No log	5.5636	306	0.5948	0.7284	0.5948	0.7712
No log	5.6	308	0.5935	0.7324	0.5935	0.7704
No log	5.6364	310	0.5938	0.7019	0.5938	0.7706
No log	5.6727	312	0.5986	0.6916	0.5986	0.7737
No log	5.7091	314	0.5826	0.7178	0.5826	0.7633
No log	5.7455	316	0.5814	0.7026	0.5814	0.7625
No log	5.7818	318	0.6249	0.6826	0.6249	0.7905
No log	5.8182	320	0.6474	0.6592	0.6474	0.8046
No log	5.8545	322	0.5908	0.7284	0.5908	0.7686
No log	5.8909	324	0.5822	0.7368	0.5822	0.7630
No log	5.9273	326	0.5936	0.6664	0.5936	0.7704
No log	5.9636	328	0.5868	0.6085	0.5868	0.7660
No log	6.0	330	0.5867	0.6017	0.5867	0.7660
No log	6.0364	332	0.5714	0.6518	0.5714	0.7559
No log	6.0727	334	0.5875	0.6305	0.5875	0.7665
No log	6.1091	336	0.5679	0.6693	0.5679	0.7536
No log	6.1455	338	0.5405	0.6853	0.5405	0.7352
No log	6.1818	340	0.5742	0.6052	0.5742	0.7577
No log	6.2182	342	0.5744	0.6444	0.5744	0.7579
No log	6.2545	344	0.5377	0.7012	0.5377	0.7333
No log	6.2909	346	0.6206	0.6107	0.6206	0.7878
No log	6.3273	348	0.7495	0.6260	0.7495	0.8658
No log	6.3636	350	0.7302	0.6049	0.7302	0.8545
No log	6.4	352	0.6238	0.6928	0.6238	0.7898
No log	6.4364	354	0.6694	0.6457	0.6694	0.8182
No log	6.4727	356	0.7102	0.6020	0.7102	0.8427
No log	6.5091	358	0.6455	0.6683	0.6455	0.8035
No log	6.5455	360	0.6355	0.6468	0.6355	0.7972
No log	6.5818	362	0.7011	0.5875	0.7011	0.8373
No log	6.6182	364	0.6713	0.5894	0.6713	0.8193
No log	6.6545	366	0.6387	0.6197	0.6387	0.7992
No log	6.6909	368	0.6653	0.6254	0.6653	0.8157
No log	6.7273	370	0.6945	0.6419	0.6945	0.8333
No log	6.7636	372	0.6424	0.6546	0.6424	0.8015
No log	6.8	374	0.5991	0.6617	0.5991	0.7740
No log	6.8364	376	0.5769	0.6209	0.5769	0.7595
No log	6.8727	378	0.5661	0.6102	0.5661	0.7524
No log	6.9091	380	0.5674	0.6441	0.5674	0.7533
No log	6.9455	382	0.6032	0.6567	0.6032	0.7767
No log	6.9818	384	0.6628	0.6170	0.6628	0.8141
No log	7.0182	386	0.6614	0.6042	0.6614	0.8133
No log	7.0545	388	0.6468	0.6042	0.6468	0.8042
No log	7.0909	390	0.6451	0.6042	0.6451	0.8032
No log	7.1273	392	0.6389	0.6272	0.6389	0.7993
No log	7.1636	394	0.5881	0.6908	0.5881	0.7669
No log	7.2	396	0.5589	0.6196	0.5589	0.7476
No log	7.2364	398	0.5917	0.5993	0.5917	0.7692
No log	7.2727	400	0.6011	0.6288	0.6011	0.7753
No log	7.3091	402	0.5724	0.6392	0.5724	0.7566
No log	7.3455	404	0.5838	0.7191	0.5838	0.7640
No log	7.3818	406	0.6494	0.6624	0.6494	0.8059
No log	7.4182	408	0.6898	0.6209	0.6898	0.8306
No log	7.4545	410	0.6255	0.6558	0.6255	0.7909
No log	7.4909	412	0.5439	0.6588	0.5439	0.7375
No log	7.5273	414	0.5403	0.6427	0.5403	0.7351
No log	7.5636	416	0.5498	0.5910	0.5498	0.7415
No log	7.6	418	0.5215	0.6219	0.5215	0.7221
No log	7.6364	420	0.5231	0.6736	0.5231	0.7233
No log	7.6727	422	0.5334	0.6510	0.5334	0.7303
No log	7.7091	424	0.5430	0.6614	0.5430	0.7369
No log	7.7455	426	0.5764	0.6719	0.5764	0.7592
No log	7.7818	428	0.6015	0.6386	0.6015	0.7756
No log	7.8182	430	0.5886	0.6386	0.5886	0.7672
No log	7.8545	432	0.5829	0.6614	0.5829	0.7635
No log	7.8909	434	0.5610	0.5939	0.5610	0.7490
No log	7.9273	436	0.5523	0.5939	0.5523	0.7432
No log	7.9636	438	0.5386	0.6320	0.5386	0.7339
No log	8.0	440	0.5353	0.6947	0.5353	0.7317
No log	8.0364	442	0.5408	0.6196	0.5408	0.7354
No log	8.0727	444	0.5582	0.6124	0.5582	0.7472
No log	8.1091	446	0.5795	0.5961	0.5795	0.7613
No log	8.1455	448	0.5774	0.6407	0.5774	0.7599
No log	8.1818	450	0.5933	0.6293	0.5933	0.7703
No log	8.2182	452	0.6100	0.6459	0.6100	0.7810
No log	8.2545	454	0.5992	0.6293	0.5992	0.7741
No log	8.2909	456	0.5862	0.6278	0.5862	0.7656
No log	8.3273	458	0.5764	0.6427	0.5764	0.7592
No log	8.3636	460	0.5781	0.6150	0.5781	0.7603
No log	8.4	462	0.5769	0.6161	0.5769	0.7596
No log	8.4364	464	0.5592	0.6634	0.5592	0.7478
No log	8.4727	466	0.5558	0.6959	0.5558	0.7455
No log	8.5091	468	0.5598	0.6414	0.5598	0.7482
No log	8.5455	470	0.5694	0.6636	0.5694	0.7546
No log	8.5818	472	0.5598	0.6545	0.5598	0.7482
No log	8.6182	474	0.5729	0.6398	0.5729	0.7569
No log	8.6545	476	0.6052	0.5796	0.6052	0.7779
No log	8.6909	478	0.6266	0.5943	0.6266	0.7916
No log	8.7273	480	0.6297	0.5700	0.6297	0.7935
No log	8.7636	482	0.6055	0.5891	0.6055	0.7782
No log	8.8	484	0.5756	0.6354	0.5756	0.7587
No log	8.8364	486	0.5505	0.6330	0.5505	0.7419
No log	8.8727	488	0.5481	0.6509	0.5481	0.7403
No log	8.9091	490	0.5513	0.6509	0.5513	0.7425
No log	8.9455	492	0.5488	0.6364	0.5488	0.7408
No log	8.9818	494	0.5721	0.6427	0.5721	0.7564
No log	9.0182	496	0.6082	0.5690	0.6082	0.7798
No log	9.0545	498	0.6202	0.5986	0.6202	0.7875
0.2357	9.0909	500	0.5918	0.6197	0.5918	0.7693
0.2357	9.1273	502	0.5535	0.5783	0.5535	0.7440
0.2357	9.1636	504	0.5442	0.6006	0.5442	0.7377
0.2357	9.2	506	0.5391	0.5988	0.5391	0.7342
0.2357	9.2364	508	0.5383	0.6593	0.5383	0.7337
0.2357	9.2727	510	0.5374	0.6555	0.5374	0.7331
0.2357	9.3091	512	0.5398	0.6593	0.5398	0.7347
0.2357	9.3455	514	0.5583	0.6307	0.5583	0.7472
0.2357	9.3818	516	0.5701	0.6107	0.5701	0.7550
0.2357	9.4182	518	0.5543	0.5656	0.5543	0.7445
0.2357	9.4545	520	0.5367	0.6536	0.5367	0.7326
0.2357	9.4909	522	0.5199	0.7009	0.5199	0.7210
0.2357	9.5273	524	0.5018	0.6820	0.5018	0.7084
0.2357	9.5636	526	0.5042	0.6976	0.5042	0.7101
0.2357	9.6	528	0.5011	0.7278	0.5011	0.7079
0.2357	9.6364	530	0.5276	0.7251	0.5276	0.7263
0.2357	9.6727	532	0.5363	0.7297	0.5363	0.7323
0.2357	9.7091	534	0.5220	0.6861	0.5220	0.7225
0.2357	9.7455	536	0.5947	0.6623	0.5947	0.7712
0.2357	9.7818	538	0.7238	0.5856	0.7238	0.8507
0.2357	9.8182	540	0.7913	0.5724	0.7913	0.8896
0.2357	9.8545	542	0.7286	0.5134	0.7286	0.8536
0.2357	9.8909	544	0.6293	0.5898	0.6293	0.7933
0.2357	9.9273	546	0.5777	0.6559	0.5777	0.7601
0.2357	9.9636	548	0.5514	0.6602	0.5514	0.7426
0.2357	10.0	550	0.5545	0.6626	0.5545	0.7447
0.2357	10.0364	552	0.5799	0.6451	0.5799	0.7615
0.2357	10.0727	554	0.5961	0.6275	0.5961	0.7721
0.2357	10.1091	556	0.5854	0.6371	0.5854	0.7651
0.2357	10.1455	558	0.5630	0.6491	0.5630	0.7503
0.2357	10.1818	560	0.5399	0.6572	0.5399	0.7348
0.2357	10.2182	562	0.5335	0.6650	0.5335	0.7304
0.2357	10.2545	564	0.5324	0.6748	0.5324	0.7297
0.2357	10.2909	566	0.5301	0.6650	0.5301	0.7281
0.2357	10.3273	568	0.5335	0.6748	0.5335	0.7304
0.2357	10.3636	570	0.5327	0.6650	0.5327	0.7299
0.2357	10.4	572	0.5393	0.6572	0.5393	0.7344
0.2357	10.4364	574	0.5431	0.6649	0.5431	0.7370
0.2357	10.4727	576	0.5437	0.6649	0.5437	0.7374
0.2357	10.5091	578	0.5525	0.6993	0.5525	0.7433
0.2357	10.5455	580	0.5817	0.6545	0.5817	0.7627
0.2357	10.5818	582	0.5614	0.6017	0.5614	0.7493
0.2357	10.6182	584	0.5535	0.6641	0.5535	0.7440
0.2357	10.6545	586	0.5876	0.6055	0.5876	0.7666
0.2357	10.6909	588	0.6059	0.6055	0.6059	0.7784
0.2357	10.7273	590	0.5865	0.6380	0.5865	0.7659
0.2357	10.7636	592	0.5532	0.6924	0.5532	0.7438
0.2357	10.8	594	0.5481	0.6017	0.5481	0.7403
0.2357	10.8364	596	0.5726	0.6161	0.5726	0.7567
0.2357	10.8727	598	0.5672	0.6161	0.5672	0.7531
0.2357	10.9091	600	0.5421	0.6689	0.5421	0.7363
0.2357	10.9455	602	0.5364	0.6788	0.5364	0.7324
0.2357	10.9818	604	0.5366	0.7272	0.5366	0.7326
0.2357	11.0182	606	0.5376	0.7272	0.5376	0.7332
0.2357	11.0545	608	0.5404	0.7122	0.5404	0.7351
0.2357	11.0909	610	0.5444	0.6959	0.5444	0.7378
0.2357	11.1273	612	0.5496	0.6882	0.5496	0.7414
0.2357	11.1636	614	0.5557	0.5807	0.5557	0.7455
0.2357	11.2	616	0.5505	0.6017	0.5505	0.7420
0.2357	11.2364	618	0.5459	0.7067	0.5459	0.7388
0.2357	11.2727	620	0.5431	0.6924	0.5431	0.7369
0.2357	11.3091	622	0.5396	0.6888	0.5396	0.7346
0.2357	11.3455	624	0.5375	0.6888	0.5375	0.7331
0.2357	11.3818	626	0.5359	0.7049	0.5359	0.7320
0.2357	11.4182	628	0.5332	0.6888	0.5332	0.7302
0.2357	11.4545	630	0.5385	0.6980	0.5385	0.7338
0.2357	11.4909	632	0.5685	0.6656	0.5685	0.7540
0.2357	11.5273	634	0.5967	0.6337	0.5967	0.7725
0.2357	11.5636	636	0.5878	0.6337	0.5878	0.7667
0.2357	11.6	638	0.5694	0.6157	0.5694	0.7546
0.2357	11.6364	640	0.5541	0.6491	0.5541	0.7444
0.2357	11.6727	642	0.5614	0.6464	0.5614	0.7493
0.2357	11.7091	644	0.5642	0.6356	0.5642	0.7511
0.2357	11.7455	646	0.5866	0.6388	0.5866	0.7659
0.2357	11.7818	648	0.6256	0.6228	0.6256	0.7909
0.2357	11.8182	650	0.6619	0.5938	0.6619	0.8136
0.2357	11.8545	652	0.6427	0.5883	0.6427	0.8017
0.2357	11.8909	654	0.6060	0.5700	0.6060	0.7784
0.2357	11.9273	656	0.5579	0.6035	0.5579	0.7469
0.2357	11.9636	658	0.5341	0.6123	0.5341	0.7308

Framework versions

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