ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k14_task3_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: 0.5436
• Qwk: 0.3418
• Mse: 0.5436
• Rmse: 0.7373

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0303	2	3.0961	0.0097	3.0961	1.7596
No log	0.0606	4	1.5179	0.0210	1.5179	1.2320
No log	0.0909	6	2.0121	0.0693	2.0121	1.4185
No log	0.1212	8	1.3944	0.0588	1.3944	1.1808
No log	0.1515	10	0.8185	0.0933	0.8185	0.9047
No log	0.1818	12	0.8446	0.0427	0.8446	0.9190
No log	0.2121	14	0.6517	0.1905	0.6517	0.8073
No log	0.2424	16	0.5580	0.0569	0.5580	0.7470
No log	0.2727	18	0.5944	-0.0370	0.5944	0.7710
No log	0.3030	20	0.5629	0.0476	0.5629	0.7502
No log	0.3333	22	0.5764	0.0	0.5764	0.7592
No log	0.3636	24	0.5734	0.1678	0.5734	0.7573
No log	0.3939	26	0.5921	0.1765	0.5921	0.7695
No log	0.4242	28	0.5853	0.2727	0.5853	0.7650
No log	0.4545	30	0.6488	0.1739	0.6488	0.8055
No log	0.4848	32	0.7884	0.1193	0.7884	0.8879
No log	0.5152	34	0.8197	0.0877	0.8197	0.9054
No log	0.5455	36	0.6228	0.2273	0.6228	0.7891
No log	0.5758	38	0.6199	0.2707	0.6199	0.7873
No log	0.6061	40	0.6463	0.3533	0.6463	0.8039
No log	0.6364	42	0.7814	0.1917	0.7814	0.8840
No log	0.6667	44	0.6021	0.1908	0.6021	0.7759
No log	0.6970	46	1.1564	0.0698	1.1564	1.0753
No log	0.7273	48	1.2067	0.0345	1.2067	1.0985
No log	0.7576	50	0.7297	0.1549	0.7297	0.8542
No log	0.7879	52	0.5645	0.0625	0.5645	0.7513
No log	0.8182	54	0.5899	0.0677	0.5899	0.7680
No log	0.8485	56	0.5633	0.0	0.5633	0.7506
No log	0.8788	58	0.5678	-0.0133	0.5678	0.7535
No log	0.9091	60	0.6363	0.1638	0.6363	0.7977
No log	0.9394	62	1.0062	0.1545	1.0062	1.0031
No log	0.9697	64	1.1461	0.0698	1.1461	1.0705
No log	1.0	66	0.8855	0.2068	0.8855	0.9410
No log	1.0303	68	0.5856	0.1000	0.5856	0.7652
No log	1.0606	70	1.0448	0.0698	1.0448	1.0221
No log	1.0909	72	1.0462	0.0698	1.0462	1.0229
No log	1.1212	74	0.5976	0.2485	0.5976	0.7730
No log	1.1515	76	0.6952	0.1549	0.6952	0.8338
No log	1.1818	78	1.0571	0.1429	1.0571	1.0281
No log	1.2121	80	0.9154	0.1667	0.9154	0.9568
No log	1.2424	82	0.5589	0.1605	0.5589	0.7476
No log	1.2727	84	0.7940	0.1590	0.7940	0.8911
No log	1.3030	86	0.7994	0.2000	0.7994	0.8941
No log	1.3333	88	0.5923	0.0588	0.5923	0.7696
No log	1.3636	90	0.7667	0.1619	0.7667	0.8756
No log	1.3939	92	0.8706	0.0823	0.8706	0.9331
No log	1.4242	94	0.7154	0.1045	0.7154	0.8458
No log	1.4545	96	0.6632	0.1186	0.6632	0.8143
No log	1.4848	98	0.6983	0.0707	0.6983	0.8357
No log	1.5152	100	0.7401	0.0531	0.7401	0.8603
No log	1.5455	102	0.9384	0.0769	0.9384	0.9687
No log	1.5758	104	0.9112	0.1579	0.9112	0.9546
No log	1.6061	106	0.7562	0.0588	0.7562	0.8696
No log	1.6364	108	0.6341	0.2527	0.6341	0.7963
No log	1.6667	110	0.6312	0.2787	0.6312	0.7945
No log	1.6970	112	0.7428	0.1045	0.7428	0.8618
No log	1.7273	114	0.6096	0.2749	0.6096	0.7807
No log	1.7576	116	0.6707	0.3231	0.6707	0.8189
No log	1.7879	118	0.6058	0.3161	0.6058	0.7783
No log	1.8182	120	0.6374	0.2692	0.6374	0.7983
No log	1.8485	122	0.6923	0.2963	0.6923	0.8320
No log	1.8788	124	0.8061	0.1050	0.8061	0.8978
No log	1.9091	126	0.6230	0.2153	0.6230	0.7893
No log	1.9394	128	0.8651	0.3103	0.8651	0.9301
No log	1.9697	130	0.8225	0.2432	0.8225	0.9069
No log	2.0	132	0.6726	0.2941	0.6726	0.8201
No log	2.0303	134	0.7303	0.1660	0.7303	0.8546
No log	2.0606	136	0.7293	0.1169	0.7293	0.8540
No log	2.0909	138	0.5951	0.3253	0.5951	0.7714
No log	2.1212	140	0.6260	0.2281	0.6260	0.7912
No log	2.1515	142	0.6456	0.1905	0.6456	0.8035
No log	2.1818	144	0.5775	0.2516	0.5775	0.7599
No log	2.2121	146	0.6480	0.0734	0.6480	0.8050
No log	2.2424	148	0.6039	0.1543	0.6039	0.7771
No log	2.2727	150	0.6975	0.1913	0.6975	0.8352
No log	2.3030	152	0.8417	0.1174	0.8417	0.9174
No log	2.3333	154	0.6810	0.2941	0.6810	0.8252
No log	2.3636	156	0.7169	0.2842	0.7169	0.8467
No log	2.3939	158	0.7732	0.2381	0.7732	0.8793
No log	2.4242	160	0.8815	0.1416	0.8815	0.9389
No log	2.4545	162	0.7085	0.2688	0.7085	0.8417
No log	2.4848	164	0.8310	0.0798	0.8310	0.9116
No log	2.5152	166	0.7380	0.1323	0.7380	0.8590
No log	2.5455	168	0.6511	0.1902	0.6511	0.8069
No log	2.5758	170	0.6411	0.1111	0.6411	0.8007
No log	2.6061	172	0.6773	0.1030	0.6773	0.8230
No log	2.6364	174	0.6991	0.1648	0.6991	0.8361
No log	2.6667	176	0.7328	0.1746	0.7328	0.8561
No log	2.6970	178	0.7901	0.2000	0.7901	0.8889
No log	2.7273	180	0.8717	0.1644	0.8717	0.9336
No log	2.7576	182	1.1157	0.0645	1.1157	1.0563
No log	2.7879	184	0.7834	0.1644	0.7834	0.8851
No log	2.8182	186	0.6511	0.1357	0.6511	0.8069
No log	2.8485	188	0.7864	0.2000	0.7864	0.8868
No log	2.8788	190	0.5935	0.1915	0.5935	0.7704
No log	2.9091	192	0.5935	0.2563	0.5935	0.7704
No log	2.9394	194	1.0951	0.2000	1.0951	1.0465
No log	2.9697	196	1.0182	0.2000	1.0182	1.0091
No log	3.0	198	0.5945	0.2000	0.5945	0.7710
No log	3.0303	200	0.5476	0.2889	0.5476	0.7400
No log	3.0606	202	0.7754	0.1861	0.7754	0.8805
No log	3.0909	204	0.7169	0.1852	0.7169	0.8467
No log	3.1212	206	0.5017	0.4743	0.5017	0.7083
No log	3.1515	208	0.5776	0.2340	0.5776	0.7600
No log	3.1818	210	0.6986	0.1636	0.6986	0.8358
No log	3.2121	212	0.5431	0.3237	0.5431	0.7369
No log	3.2424	214	0.6099	0.3077	0.6099	0.7810
No log	3.2727	216	0.5912	0.3171	0.5912	0.7689
No log	3.3030	218	0.5408	0.4157	0.5408	0.7354
No log	3.3333	220	0.6431	0.2961	0.6431	0.8019
No log	3.3636	222	0.6157	0.3462	0.6157	0.7846
No log	3.3939	224	0.5608	0.4286	0.5608	0.7489
No log	3.4242	226	0.5530	0.2444	0.5530	0.7437
No log	3.4545	228	0.5399	0.3171	0.5399	0.7348
No log	3.4848	230	0.7559	0.2212	0.7559	0.8694
No log	3.5152	232	0.8573	0.2000	0.8573	0.9259
No log	3.5455	234	0.6489	0.2653	0.6489	0.8055
No log	3.5758	236	0.5334	0.2795	0.5334	0.7303
No log	3.6061	238	0.6637	0.1765	0.6637	0.8147
No log	3.6364	240	0.6688	0.1765	0.6688	0.8178
No log	3.6667	242	0.5250	0.2795	0.5250	0.7245
No log	3.6970	244	0.5190	0.3631	0.5190	0.7204
No log	3.7273	246	0.7065	0.2000	0.7065	0.8405
No log	3.7576	248	0.7432	0.2000	0.7432	0.8621
No log	3.7879	250	0.5502	0.2405	0.5502	0.7417
No log	3.8182	252	0.4916	0.2516	0.4916	0.7012
No log	3.8485	254	0.6194	0.2709	0.6194	0.7870
No log	3.8788	256	0.7171	0.2075	0.7171	0.8468
No log	3.9091	258	0.5910	0.3191	0.5910	0.7688
No log	3.9394	260	0.5017	0.3000	0.5017	0.7083
No log	3.9697	262	0.5622	0.3333	0.5622	0.7498
No log	4.0	264	0.6267	0.2787	0.6267	0.7917
No log	4.0303	266	0.5282	0.2215	0.5282	0.7268
No log	4.0606	268	0.5175	0.3455	0.5175	0.7194
No log	4.0909	270	0.6412	0.2871	0.6412	0.8008
No log	4.1212	272	0.6338	0.2871	0.6338	0.7961
No log	4.1515	274	0.5289	0.2000	0.5289	0.7273
No log	4.1818	276	0.6195	0.2787	0.6195	0.7871
No log	4.2121	278	0.6710	0.2746	0.6710	0.8192
No log	4.2424	280	0.5584	0.3103	0.5584	0.7473
No log	4.2727	282	0.5207	0.2795	0.5207	0.7216
No log	4.3030	284	0.5540	0.2195	0.5540	0.7443
No log	4.3333	286	0.5437	0.2000	0.5437	0.7374
No log	4.3636	288	0.5337	0.3548	0.5337	0.7305
No log	4.3939	290	0.5489	0.2329	0.5489	0.7408
No log	4.4242	292	0.5424	0.2105	0.5424	0.7365
No log	4.4545	294	0.5859	0.2096	0.5859	0.7654
No log	4.4848	296	0.5853	0.1707	0.5853	0.7651
No log	4.5152	298	0.5694	0.3659	0.5694	0.7546
No log	4.5455	300	0.6092	0.3333	0.6092	0.7805
No log	4.5758	302	0.5760	0.3684	0.5760	0.7589
No log	4.6061	304	0.5621	0.1905	0.5621	0.7498
No log	4.6364	306	0.5501	0.2485	0.5501	0.7417
No log	4.6667	308	0.5339	0.3924	0.5339	0.7307
No log	4.6970	310	0.5397	0.4762	0.5397	0.7346
No log	4.7273	312	0.5515	0.4682	0.5515	0.7426
No log	4.7576	314	0.5502	0.4762	0.5502	0.7418
No log	4.7879	316	0.6042	0.375	0.6042	0.7773
No log	4.8182	318	0.6142	0.375	0.6142	0.7837
No log	4.8485	320	0.5742	0.4222	0.5742	0.7577
No log	4.8788	322	0.5528	0.35	0.5528	0.7435
No log	4.9091	324	0.5808	0.4286	0.5808	0.7621
No log	4.9394	326	0.6348	0.3913	0.6348	0.7968
No log	4.9697	328	0.5787	0.4350	0.5787	0.7607
No log	5.0	330	0.5304	0.2683	0.5304	0.7283
No log	5.0303	332	0.5482	0.1724	0.5482	0.7404
No log	5.0606	334	0.5253	0.2683	0.5253	0.7248
No log	5.0909	336	0.5363	0.4012	0.5363	0.7323
No log	5.1212	338	0.5677	0.3966	0.5677	0.7535
No log	5.1515	340	0.5550	0.3966	0.5550	0.7450
No log	5.1818	342	0.5113	0.3548	0.5113	0.7151
No log	5.2121	344	0.5055	0.2795	0.5055	0.7110
No log	5.2424	346	0.5092	0.3418	0.5092	0.7136
No log	5.2727	348	0.5244	0.4012	0.5244	0.7242
No log	5.3030	350	0.5209	0.4012	0.5209	0.7217
No log	5.3333	352	0.5233	0.4419	0.5233	0.7234
No log	5.3636	354	0.5688	0.4023	0.5688	0.7542
No log	5.3939	356	0.5758	0.4023	0.5758	0.7588
No log	5.4242	358	0.5158	0.3631	0.5158	0.7182
No log	5.4545	360	0.5094	0.2941	0.5094	0.7137
No log	5.4848	362	0.5102	0.3295	0.5102	0.7143
No log	5.5152	364	0.5164	0.4074	0.5164	0.7186
No log	5.5455	366	0.6081	0.3043	0.6081	0.7798
No log	5.5758	368	0.5895	0.3043	0.5895	0.7678
No log	5.6061	370	0.5323	0.4491	0.5323	0.7296
No log	5.6364	372	0.5133	0.4074	0.5133	0.7165
No log	5.6667	374	0.5096	0.3292	0.5096	0.7138
No log	5.6970	376	0.5153	0.3418	0.5153	0.7179
No log	5.7273	378	0.5353	0.4074	0.5353	0.7316
No log	5.7576	380	0.5825	0.3073	0.5825	0.7632
No log	5.7879	382	0.5810	0.3846	0.5810	0.7622
No log	5.8182	384	0.5361	0.3684	0.5361	0.7322
No log	5.8485	386	0.5357	0.3684	0.5357	0.7319
No log	5.8788	388	0.5564	0.3846	0.5564	0.7459
No log	5.9091	390	0.5560	0.3846	0.5560	0.7456
No log	5.9394	392	0.5588	0.3846	0.5588	0.7475
No log	5.9697	394	0.5469	0.4350	0.5469	0.7395
No log	6.0	396	0.5362	0.4419	0.5362	0.7323
No log	6.0303	398	0.5158	0.2911	0.5158	0.7182
No log	6.0606	400	0.5302	0.2593	0.5302	0.7282
No log	6.0909	402	0.5209	0.2911	0.5209	0.7218
No log	6.1212	404	0.5635	0.4350	0.5635	0.7506
No log	6.1515	406	0.6830	0.2323	0.6830	0.8264
No log	6.1818	408	0.6725	0.2670	0.6725	0.8201
No log	6.2121	410	0.5778	0.4350	0.5778	0.7601
No log	6.2424	412	0.5378	0.3548	0.5378	0.7334
No log	6.2727	414	0.5442	0.2381	0.5442	0.7377
No log	6.3030	416	0.5398	0.2381	0.5398	0.7347
No log	6.3333	418	0.5208	0.3292	0.5208	0.7216
No log	6.3636	420	0.5272	0.4	0.5272	0.7261
No log	6.3939	422	0.5335	0.3939	0.5335	0.7304
No log	6.4242	424	0.5590	0.3659	0.5590	0.7476
No log	6.4545	426	0.5540	0.3711	0.5540	0.7443
No log	6.4848	428	0.5403	0.3418	0.5403	0.7350
No log	6.5152	430	0.5608	0.2970	0.5608	0.7489
No log	6.5455	432	0.6007	0.1568	0.6007	0.7751
No log	6.5758	434	0.5989	0.1568	0.5989	0.7739
No log	6.6061	436	0.5765	0.2809	0.5765	0.7593
No log	6.6364	438	0.5690	0.3684	0.5690	0.7543
No log	6.6667	440	0.6111	0.2994	0.6111	0.7818
No log	6.6970	442	0.6540	0.2360	0.6540	0.8087
No log	6.7273	444	0.5909	0.3023	0.5909	0.7687
No log	6.7576	446	0.5331	0.3810	0.5331	0.7301
No log	6.7879	448	0.5241	0.3418	0.5241	0.7239
No log	6.8182	450	0.5236	0.2941	0.5236	0.7236
No log	6.8485	452	0.5188	0.3374	0.5188	0.7203
No log	6.8788	454	0.5212	0.3939	0.5212	0.7220
No log	6.9091	456	0.5229	0.3939	0.5229	0.7231
No log	6.9394	458	0.5277	0.35	0.5277	0.7264
No log	6.9697	460	0.5425	0.3054	0.5425	0.7365
No log	7.0	462	0.5473	0.2771	0.5473	0.7398
No log	7.0303	464	0.5714	0.3371	0.5714	0.7559
No log	7.0606	466	0.6521	0.3684	0.6521	0.8075
No log	7.0909	468	0.6473	0.3730	0.6473	0.8046
No log	7.1212	470	0.5847	0.3371	0.5847	0.7647
No log	7.1515	472	0.5624	0.35	0.5624	0.7499
No log	7.1818	474	0.5599	0.35	0.5599	0.7482
No log	7.2121	476	0.5631	0.35	0.5631	0.7504
No log	7.2424	478	0.5751	0.3882	0.5751	0.7583
No log	7.2727	480	0.5869	0.3371	0.5869	0.7661
No log	7.3030	482	0.5909	0.3371	0.5909	0.7687
No log	7.3333	484	0.5823	0.3810	0.5823	0.7631
No log	7.3636	486	0.5788	0.3865	0.5788	0.7608
No log	7.3939	488	0.5966	0.3882	0.5966	0.7724
No log	7.4242	490	0.5913	0.3882	0.5913	0.7690
No log	7.4545	492	0.5861	0.3939	0.5861	0.7656
No log	7.4848	494	0.5725	0.3865	0.5725	0.7566
No log	7.5152	496	0.5575	0.3735	0.5575	0.7466
No log	7.5455	498	0.5558	0.2099	0.5558	0.7455
0.3839	7.5758	500	0.5519	0.2704	0.5519	0.7429
0.3839	7.6061	502	0.5454	0.3609	0.5454	0.7385
0.3839	7.6364	504	0.5373	0.2704	0.5373	0.7330
0.3839	7.6667	506	0.5381	0.2099	0.5381	0.7335
0.3839	7.6970	508	0.5414	0.2381	0.5414	0.7358
0.3839	7.7273	510	0.5308	0.2485	0.5308	0.7285
0.3839	7.7576	512	0.5167	0.2821	0.5167	0.7188
0.3839	7.7879	514	0.5266	0.4	0.5266	0.7257
0.3839	7.8182	516	0.5327	0.4	0.5327	0.7299
0.3839	7.8485	518	0.5226	0.3789	0.5226	0.7229
0.3839	7.8788	520	0.5295	0.3054	0.5295	0.7277
0.3839	7.9091	522	0.5443	0.2832	0.5443	0.7378
0.3839	7.9394	524	0.5532	0.2941	0.5532	0.7438
0.3839	7.9697	526	0.5528	0.2941	0.5528	0.7435
0.3839	8.0	528	0.5570	0.2941	0.5570	0.7463
0.3839	8.0303	530	0.5564	0.3054	0.5564	0.7459
0.3839	8.0606	532	0.5563	0.3054	0.5563	0.7459
0.3839	8.0909	534	0.5612	0.3563	0.5612	0.7492
0.3839	8.1212	536	0.5583	0.3563	0.5583	0.7472
0.3839	8.1515	538	0.5514	0.3054	0.5514	0.7425
0.3839	8.1818	540	0.5544	0.3054	0.5544	0.7446
0.3839	8.2121	542	0.5538	0.3054	0.5538	0.7442
0.3839	8.2424	544	0.5451	0.3054	0.5451	0.7383
0.3839	8.2727	546	0.5408	0.3054	0.5408	0.7354
0.3839	8.3030	548	0.5390	0.3171	0.5390	0.7342
0.3839	8.3333	550	0.5393	0.3171	0.5393	0.7344
0.3839	8.3636	552	0.5429	0.2795	0.5429	0.7368
0.3839	8.3939	554	0.5423	0.2795	0.5423	0.7364
0.3839	8.4242	556	0.5432	0.3171	0.5432	0.7370
0.3839	8.4545	558	0.5449	0.3171	0.5449	0.7382
0.3839	8.4848	560	0.5434	0.2795	0.5434	0.7372
0.3839	8.5152	562	0.5414	0.2795	0.5414	0.7358
0.3839	8.5455	564	0.5393	0.2795	0.5393	0.7344
0.3839	8.5758	566	0.5380	0.2795	0.5380	0.7335
0.3839	8.6061	568	0.5387	0.2795	0.5387	0.7339
0.3839	8.6364	570	0.5432	0.3054	0.5432	0.7370
0.3839	8.6667	572	0.5446	0.3054	0.5446	0.7380
0.3839	8.6970	574	0.5381	0.3054	0.5381	0.7336
0.3839	8.7273	576	0.5368	0.2911	0.5368	0.7327
0.3839	8.7576	578	0.5520	0.3631	0.5520	0.7430
0.3839	8.7879	580	0.5694	0.4491	0.5694	0.7546
0.3839	8.8182	582	0.5661	0.4491	0.5661	0.7524
0.3839	8.8485	584	0.5494	0.3939	0.5494	0.7412
0.3839	8.8788	586	0.5361	0.2795	0.5361	0.7322
0.3839	8.9091	588	0.5358	0.2795	0.5358	0.7320
0.3839	8.9394	590	0.5369	0.2795	0.5369	0.7327
0.3839	8.9697	592	0.5371	0.2795	0.5371	0.7329
0.3839	9.0	594	0.5392	0.3418	0.5392	0.7343
0.3839	9.0303	596	0.5422	0.3418	0.5422	0.7363
0.3839	9.0606	598	0.5427	0.3418	0.5427	0.7367
0.3839	9.0909	600	0.5456	0.3418	0.5456	0.7386
0.3839	9.1212	602	0.5451	0.3418	0.5451	0.7383
0.3839	9.1515	604	0.5452	0.3418	0.5452	0.7384
0.3839	9.1818	606	0.5429	0.2795	0.5429	0.7368
0.3839	9.2121	608	0.5420	0.2795	0.5420	0.7362
0.3839	9.2424	610	0.5417	0.2795	0.5417	0.7360
0.3839	9.2727	612	0.5432	0.2795	0.5432	0.7370
0.3839	9.3030	614	0.5433	0.3171	0.5433	0.7371
0.3839	9.3333	616	0.5427	0.3171	0.5427	0.7367
0.3839	9.3636	618	0.5405	0.2795	0.5405	0.7352
0.3839	9.3939	620	0.5396	0.2795	0.5396	0.7346
0.3839	9.4242	622	0.5397	0.2795	0.5397	0.7346
0.3839	9.4545	624	0.5398	0.2795	0.5398	0.7347
0.3839	9.4848	626	0.5393	0.2795	0.5393	0.7344
0.3839	9.5152	628	0.5398	0.3418	0.5398	0.7347
0.3839	9.5455	630	0.5426	0.3418	0.5426	0.7366
0.3839	9.5758	632	0.5452	0.3548	0.5452	0.7383
0.3839	9.6061	634	0.5458	0.4	0.5458	0.7388
0.3839	9.6364	636	0.5434	0.3418	0.5434	0.7371
0.3839	9.6667	638	0.5405	0.3418	0.5405	0.7352
0.3839	9.6970	640	0.5398	0.3418	0.5398	0.7347
0.3839	9.7273	642	0.5397	0.2795	0.5397	0.7346
0.3839	9.7576	644	0.5398	0.2795	0.5398	0.7347
0.3839	9.7879	646	0.5402	0.2795	0.5402	0.7350
0.3839	9.8182	648	0.5407	0.2795	0.5407	0.7353
0.3839	9.8485	650	0.5413	0.3418	0.5413	0.7357
0.3839	9.8788	652	0.5419	0.3418	0.5419	0.7362
0.3839	9.9091	654	0.5427	0.3418	0.5427	0.7367
0.3839	9.9394	656	0.5432	0.3418	0.5432	0.7370
0.3839	9.9697	658	0.5435	0.3418	0.5435	0.7372
0.3839	10.0	660	0.5436	0.3418	0.5436	0.7373

Framework versions

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