ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k17_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: 0.8748
• Qwk: 0.6333
• Mse: 0.8748
• Rmse: 0.9353

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	2.3064	0.0370	2.3064	1.5187
No log	0.0606	4	1.5657	0.0793	1.5657	1.2513
No log	0.0909	6	1.7633	-0.0403	1.7633	1.3279
No log	0.1212	8	1.8018	0.0704	1.8018	1.3423
No log	0.1515	10	1.9106	0.2381	1.9106	1.3822
No log	0.1818	12	1.7377	0.2581	1.7377	1.3182
No log	0.2121	14	1.5382	0.1378	1.5382	1.2403
No log	0.2424	16	1.5726	0.1070	1.5726	1.2540
No log	0.2727	18	1.6039	0.0824	1.6039	1.2665
No log	0.3030	20	1.6121	0.1345	1.6121	1.2697
No log	0.3333	22	1.6778	0.2297	1.6778	1.2953
No log	0.3636	24	1.7395	0.3275	1.7395	1.3189
No log	0.3939	26	1.6645	0.2635	1.6645	1.2901
No log	0.4242	28	1.6496	0.2872	1.6496	1.2844
No log	0.4545	30	1.6729	0.3657	1.6729	1.2934
No log	0.4848	32	1.5362	0.3530	1.5362	1.2394
No log	0.5152	34	1.3761	0.2374	1.3761	1.1731
No log	0.5455	36	1.3087	0.3083	1.3087	1.1440
No log	0.5758	38	1.1833	0.3171	1.1833	1.0878
No log	0.6061	40	1.1180	0.3469	1.1180	1.0574
No log	0.6364	42	1.0842	0.4301	1.0842	1.0413
No log	0.6667	44	1.0806	0.4514	1.0806	1.0395
No log	0.6970	46	1.1149	0.3594	1.1149	1.0559
No log	0.7273	48	1.3857	0.3773	1.3857	1.1772
No log	0.7576	50	1.9555	0.3866	1.9555	1.3984
No log	0.7879	52	1.8343	0.4459	1.8343	1.3544
No log	0.8182	54	1.4563	0.3856	1.4563	1.2068
No log	0.8485	56	1.1782	0.3756	1.1782	1.0854
No log	0.8788	58	1.0545	0.4196	1.0545	1.0269
No log	0.9091	60	0.9803	0.4555	0.9803	0.9901
No log	0.9394	62	0.9131	0.5465	0.9131	0.9555
No log	0.9697	64	0.9605	0.5783	0.9605	0.9800
No log	1.0	66	1.0294	0.5481	1.0294	1.0146
No log	1.0303	68	1.0095	0.5688	1.0095	1.0047
No log	1.0606	70	0.8827	0.5924	0.8827	0.9395
No log	1.0909	72	0.8507	0.5877	0.8507	0.9223
No log	1.1212	74	0.8315	0.5960	0.8315	0.9118
No log	1.1515	76	0.8736	0.5705	0.8736	0.9347
No log	1.1818	78	0.9096	0.5834	0.9096	0.9537
No log	1.2121	80	0.8225	0.6203	0.8225	0.9069
No log	1.2424	82	0.7243	0.6549	0.7243	0.8510
No log	1.2727	84	0.7096	0.6724	0.7096	0.8424
No log	1.3030	86	0.6979	0.6870	0.6979	0.8354
No log	1.3333	88	0.6600	0.7239	0.6600	0.8124
No log	1.3636	90	0.6449	0.7339	0.6449	0.8031
No log	1.3939	92	0.6385	0.7350	0.6385	0.7991
No log	1.4242	94	0.6395	0.7184	0.6395	0.7997
No log	1.4545	96	0.6875	0.6860	0.6875	0.8291
No log	1.4848	98	0.7498	0.6807	0.7498	0.8659
No log	1.5152	100	0.7457	0.6915	0.7457	0.8636
No log	1.5455	102	0.6606	0.7153	0.6606	0.8128
No log	1.5758	104	0.6561	0.7356	0.6561	0.8100
No log	1.6061	106	0.7312	0.7009	0.7312	0.8551
No log	1.6364	108	0.8328	0.6798	0.8328	0.9126
No log	1.6667	110	0.9938	0.6609	0.9938	0.9969
No log	1.6970	112	1.2018	0.6196	1.2018	1.0963
No log	1.7273	114	1.2075	0.6074	1.2075	1.0989
No log	1.7576	116	1.0833	0.6066	1.0833	1.0408
No log	1.7879	118	1.1299	0.5842	1.1299	1.0630
No log	1.8182	120	1.2638	0.5594	1.2638	1.1242
No log	1.8485	122	1.1489	0.5905	1.1489	1.0719
No log	1.8788	124	1.0663	0.5889	1.0663	1.0326
No log	1.9091	126	1.1124	0.5982	1.1124	1.0547
No log	1.9394	128	1.4349	0.5628	1.4349	1.1979
No log	1.9697	130	1.7168	0.5360	1.7168	1.3103
No log	2.0	132	1.6976	0.5360	1.6976	1.3029
No log	2.0303	134	1.3062	0.5886	1.3062	1.1429
No log	2.0606	136	1.0779	0.5979	1.0779	1.0382
No log	2.0909	138	0.9914	0.6036	0.9914	0.9957
No log	2.1212	140	1.0828	0.5940	1.0828	1.0406
No log	2.1515	142	1.3613	0.5336	1.3613	1.1667
No log	2.1818	144	1.4685	0.4979	1.4685	1.2118
No log	2.2121	146	1.4261	0.4990	1.4261	1.1942
No log	2.2424	148	1.1595	0.5408	1.1595	1.0768
No log	2.2727	150	0.8897	0.5957	0.8897	0.9433
No log	2.3030	152	0.8156	0.6185	0.8156	0.9031
No log	2.3333	154	0.8605	0.6348	0.8605	0.9276
No log	2.3636	156	1.0694	0.5905	1.0694	1.0341
No log	2.3939	158	1.2192	0.5737	1.2192	1.1042
No log	2.4242	160	1.2015	0.5824	1.2015	1.0961
No log	2.4545	162	1.1190	0.6002	1.1190	1.0578
No log	2.4848	164	1.1205	0.6067	1.1205	1.0586
No log	2.5152	166	1.1382	0.6150	1.1382	1.0668
No log	2.5455	168	1.1148	0.6045	1.1148	1.0558
No log	2.5758	170	1.0932	0.6273	1.0932	1.0456
No log	2.6061	172	1.0198	0.6280	1.0198	1.0098
No log	2.6364	174	0.9128	0.6805	0.9128	0.9554
No log	2.6667	176	0.9165	0.6705	0.9165	0.9574
No log	2.6970	178	1.0159	0.6393	1.0159	1.0079
No log	2.7273	180	0.9216	0.6696	0.9216	0.9600
No log	2.7576	182	0.9582	0.6737	0.9582	0.9789
No log	2.7879	184	0.8837	0.7043	0.8837	0.9401
No log	2.8182	186	0.7037	0.7441	0.7037	0.8389
No log	2.8485	188	0.6460	0.7737	0.6460	0.8037
No log	2.8788	190	0.6635	0.7876	0.6635	0.8145
No log	2.9091	192	0.7338	0.7515	0.7338	0.8566
No log	2.9394	194	0.7875	0.7181	0.7875	0.8874
No log	2.9697	196	0.8261	0.6846	0.8261	0.9089
No log	3.0	198	1.0049	0.6562	1.0049	1.0025
No log	3.0303	200	1.0460	0.6087	1.0460	1.0227
No log	3.0606	202	0.9039	0.6449	0.9039	0.9507
No log	3.0909	204	0.7317	0.6869	0.7317	0.8554
No log	3.1212	206	0.6839	0.6993	0.6839	0.8270
No log	3.1515	208	0.7065	0.6922	0.7065	0.8406
No log	3.1818	210	0.8543	0.6790	0.8543	0.9243
No log	3.2121	212	0.9725	0.6395	0.9725	0.9861
No log	3.2424	214	0.9874	0.6454	0.9874	0.9937
No log	3.2727	216	0.9219	0.6525	0.9219	0.9602
No log	3.3030	218	0.8530	0.6427	0.8530	0.9236
No log	3.3333	220	0.9266	0.6472	0.9266	0.9626
No log	3.3636	222	1.1173	0.6058	1.1173	1.0570
No log	3.3939	224	1.2550	0.5926	1.2550	1.1203
No log	3.4242	226	1.2228	0.6134	1.2228	1.1058
No log	3.4545	228	1.0843	0.5967	1.0843	1.0413
No log	3.4848	230	0.8807	0.6309	0.8807	0.9385
No log	3.5152	232	0.8444	0.6524	0.8444	0.9189
No log	3.5455	234	0.9467	0.6337	0.9467	0.9730
No log	3.5758	236	1.0301	0.6387	1.0301	1.0149
No log	3.6061	238	1.0577	0.6387	1.0577	1.0285
No log	3.6364	240	0.9317	0.6387	0.9317	0.9652
No log	3.6667	242	0.8314	0.6454	0.8314	0.9118
No log	3.6970	244	0.7542	0.6584	0.7542	0.8684
No log	3.7273	246	0.7919	0.6678	0.7919	0.8899
No log	3.7576	248	0.9598	0.6835	0.9598	0.9797
No log	3.7879	250	1.0411	0.6646	1.0411	1.0203
No log	3.8182	252	0.9795	0.6688	0.9795	0.9897
No log	3.8485	254	0.8082	0.7118	0.8082	0.8990
No log	3.8788	256	0.7641	0.7247	0.7641	0.8741
No log	3.9091	258	0.7111	0.7336	0.7111	0.8433
No log	3.9394	260	0.7142	0.7294	0.7142	0.8451
No log	3.9697	262	0.7850	0.7186	0.7850	0.8860
No log	4.0	264	0.7611	0.7344	0.7611	0.8724
No log	4.0303	266	0.7662	0.7323	0.7662	0.8753
No log	4.0606	268	0.6978	0.7032	0.6978	0.8353
No log	4.0909	270	0.6992	0.7135	0.6992	0.8362
No log	4.1212	272	0.7996	0.6932	0.7996	0.8942
No log	4.1515	274	0.9335	0.6487	0.9335	0.9662
No log	4.1818	276	0.9693	0.6433	0.9693	0.9845
No log	4.2121	278	0.9098	0.6631	0.9098	0.9538
No log	4.2424	280	0.7770	0.6960	0.7770	0.8815
No log	4.2727	282	0.7429	0.6881	0.7429	0.8619
No log	4.3030	284	0.6982	0.7339	0.6982	0.8356
No log	4.3333	286	0.7440	0.6884	0.7440	0.8626
No log	4.3636	288	0.7903	0.6705	0.7903	0.8890
No log	4.3939	290	0.8325	0.6325	0.8325	0.9124
No log	4.4242	292	0.9228	0.6101	0.9228	0.9606
No log	4.4545	294	0.9769	0.6305	0.9769	0.9884
No log	4.4848	296	0.9107	0.6337	0.9107	0.9543
No log	4.5152	298	0.8080	0.6931	0.8080	0.8989
No log	4.5455	300	0.8542	0.6956	0.8542	0.9243
No log	4.5758	302	0.9702	0.6673	0.9702	0.9850
No log	4.6061	304	1.0747	0.6475	1.0747	1.0367
No log	4.6364	306	1.1159	0.6150	1.1159	1.0563
No log	4.6667	308	0.9819	0.6125	0.9819	0.9909
No log	4.6970	310	0.7871	0.6526	0.7871	0.8872
No log	4.7273	312	0.6718	0.7310	0.6718	0.8196
No log	4.7576	314	0.6431	0.7235	0.6431	0.8019
No log	4.7879	316	0.6537	0.7465	0.6537	0.8085
No log	4.8182	318	0.6967	0.7234	0.6967	0.8347
No log	4.8485	320	0.7768	0.6764	0.7768	0.8814
No log	4.8788	322	0.8973	0.6632	0.8973	0.9473
No log	4.9091	324	0.9862	0.6610	0.9862	0.9931
No log	4.9394	326	1.0429	0.6486	1.0429	1.0212
No log	4.9697	328	0.9504	0.6632	0.9504	0.9749
No log	5.0	330	0.8368	0.6764	0.8368	0.9148
No log	5.0303	332	0.8411	0.6722	0.8411	0.9171
No log	5.0606	334	0.9323	0.6472	0.9323	0.9656
No log	5.0909	336	1.0165	0.6318	1.0165	1.0082
No log	5.1212	338	1.0161	0.6318	1.0161	1.0080
No log	5.1515	340	0.9162	0.6499	0.9162	0.9572
No log	5.1818	342	0.8157	0.6538	0.8157	0.9032
No log	5.2121	344	0.7891	0.6846	0.7891	0.8883
No log	5.2424	346	0.7703	0.7093	0.7703	0.8777
No log	5.2727	348	0.7665	0.7161	0.7665	0.8755
No log	5.3030	350	0.7935	0.7079	0.7935	0.8908
No log	5.3333	352	0.7570	0.7350	0.7570	0.8701
No log	5.3636	354	0.7704	0.7405	0.7704	0.8777
No log	5.3939	356	0.7598	0.7315	0.7598	0.8717
No log	5.4242	358	0.7511	0.7378	0.7511	0.8667
No log	5.4545	360	0.7743	0.7280	0.7743	0.8799
No log	5.4848	362	0.8785	0.6662	0.8785	0.9373
No log	5.5152	364	0.9122	0.6727	0.9122	0.9551
No log	5.5455	366	0.8536	0.6873	0.8536	0.9239
No log	5.5758	368	0.7741	0.7151	0.7741	0.8798
No log	5.6061	370	0.7519	0.7251	0.7519	0.8671
No log	5.6364	372	0.8034	0.7029	0.8034	0.8963
No log	5.6667	374	0.9401	0.6761	0.9401	0.9696
No log	5.6970	376	1.1565	0.6055	1.1565	1.0754
No log	5.7273	378	1.3081	0.6022	1.3081	1.1437
No log	5.7576	380	1.3246	0.5935	1.3246	1.1509
No log	5.7879	382	1.2081	0.6055	1.2081	1.0991
No log	5.8182	384	1.0721	0.6253	1.0721	1.0354
No log	5.8485	386	0.9602	0.6379	0.9602	0.9799
No log	5.8788	388	0.9355	0.6507	0.9355	0.9672
No log	5.9091	390	1.0059	0.6321	1.0059	1.0030
No log	5.9394	392	1.0510	0.6299	1.0510	1.0252
No log	5.9697	394	1.1196	0.6214	1.1196	1.0581
No log	6.0	396	1.1032	0.6214	1.1032	1.0503
No log	6.0303	398	1.0452	0.6286	1.0452	1.0224
No log	6.0606	400	0.9268	0.6472	0.9268	0.9627
No log	6.0909	402	0.7834	0.6796	0.7834	0.8851
No log	6.1212	404	0.7218	0.6797	0.7218	0.8496
No log	6.1515	406	0.7308	0.6797	0.7308	0.8549
No log	6.1818	408	0.7826	0.6841	0.7826	0.8846
No log	6.2121	410	0.8180	0.6792	0.8180	0.9045
No log	6.2424	412	0.8144	0.7037	0.8144	0.9024
No log	6.2727	414	0.7632	0.7260	0.7632	0.8736
No log	6.3030	416	0.7239	0.7490	0.7239	0.8508
No log	6.3333	418	0.6805	0.7751	0.6805	0.8249
No log	6.3636	420	0.6652	0.7776	0.6652	0.8156
No log	6.3939	422	0.6819	0.7630	0.6819	0.8258
No log	6.4242	424	0.7273	0.7181	0.7273	0.8528
No log	6.4545	426	0.7949	0.6754	0.7949	0.8916
No log	6.4848	428	0.8770	0.6408	0.8770	0.9365
No log	6.5152	430	0.8917	0.6408	0.8917	0.9443
No log	6.5455	432	0.8813	0.6225	0.8813	0.9388
No log	6.5758	434	0.8549	0.6240	0.8549	0.9246
No log	6.6061	436	0.8608	0.6215	0.8608	0.9278
No log	6.6364	438	0.9015	0.5970	0.9015	0.9495
No log	6.6667	440	0.9645	0.6054	0.9645	0.9821
No log	6.6970	442	1.0144	0.6075	1.0144	1.0072
No log	6.7273	444	1.0513	0.6168	1.0513	1.0253
No log	6.7576	446	1.0104	0.6194	1.0104	1.0052
No log	6.7879	448	0.9312	0.6418	0.9312	0.9650
No log	6.8182	450	0.8796	0.6638	0.8796	0.9378
No log	6.8485	452	0.8577	0.6629	0.8577	0.9261
No log	6.8788	454	0.8697	0.6393	0.8697	0.9326
No log	6.9091	456	0.8682	0.6415	0.8682	0.9318
No log	6.9394	458	0.9038	0.6174	0.9038	0.9507
No log	6.9697	460	0.9722	0.6174	0.9722	0.9860
No log	7.0	462	1.0124	0.6192	1.0124	1.0062
No log	7.0303	464	1.0396	0.6033	1.0396	1.0196
No log	7.0606	466	1.0567	0.5885	1.0567	1.0280
No log	7.0909	468	1.0363	0.5935	1.0363	1.0180
No log	7.1212	470	0.9859	0.5992	0.9859	0.9929
No log	7.1515	472	0.9340	0.5893	0.9340	0.9665
No log	7.1818	474	0.9441	0.5992	0.9441	0.9716
No log	7.2121	476	1.0155	0.6088	1.0155	1.0077
No log	7.2424	478	1.0740	0.6058	1.0740	1.0363
No log	7.2727	480	1.1534	0.6178	1.1534	1.0740
No log	7.3030	482	1.1728	0.6272	1.1728	1.0830
No log	7.3333	484	1.1629	0.6285	1.1629	1.0784
No log	7.3636	486	1.0974	0.6241	1.0974	1.0475
No log	7.3939	488	0.9881	0.6362	0.9881	0.9940
No log	7.4242	490	0.8941	0.6555	0.8941	0.9456
No log	7.4545	492	0.8768	0.6469	0.8768	0.9364
No log	7.4848	494	0.8831	0.6351	0.8831	0.9398
No log	7.5152	496	0.9112	0.6370	0.9112	0.9545
No log	7.5455	498	0.9769	0.6266	0.9769	0.9884
0.3331	7.5758	500	1.0596	0.6092	1.0596	1.0294
0.3331	7.6061	502	1.1042	0.5801	1.1042	1.0508
0.3331	7.6364	504	1.1289	0.5963	1.1289	1.0625
0.3331	7.6667	506	1.0994	0.5801	1.0994	1.0485
0.3331	7.6970	508	1.0232	0.5813	1.0232	1.0115
0.3331	7.7273	510	0.9396	0.6062	0.9396	0.9693
0.3331	7.7576	512	0.8611	0.6489	0.8611	0.9280
0.3331	7.7879	514	0.7958	0.6339	0.7958	0.8921
0.3331	7.8182	516	0.7705	0.6591	0.7705	0.8778
0.3331	7.8485	518	0.7654	0.6686	0.7654	0.8749
0.3331	7.8788	520	0.7800	0.6696	0.7800	0.8832
0.3331	7.9091	522	0.8262	0.6529	0.8262	0.9090
0.3331	7.9394	524	0.8740	0.6389	0.8740	0.9349
0.3331	7.9697	526	0.9215	0.6174	0.9215	0.9599
0.3331	8.0	528	0.9289	0.6080	0.9289	0.9638
0.3331	8.0303	530	0.9284	0.6080	0.9284	0.9635
0.3331	8.0606	532	0.9143	0.6080	0.9143	0.9562
0.3331	8.0909	534	0.8930	0.6080	0.8930	0.9450
0.3331	8.1212	536	0.9054	0.6080	0.9054	0.9515
0.3331	8.1515	538	0.8892	0.6080	0.8892	0.9430
0.3331	8.1818	540	0.8657	0.6266	0.8657	0.9304
0.3331	8.2121	542	0.8537	0.6433	0.8537	0.9240
0.3331	8.2424	544	0.8340	0.6697	0.8340	0.9132
0.3331	8.2727	546	0.8164	0.6661	0.8164	0.9035
0.3331	8.3030	548	0.8107	0.6661	0.8107	0.9004
0.3331	8.3333	550	0.8060	0.6661	0.8060	0.8978
0.3331	8.3636	552	0.8101	0.6661	0.8101	0.9000
0.3331	8.3939	554	0.8334	0.6661	0.8334	0.9129
0.3331	8.4242	556	0.8715	0.6333	0.8715	0.9335
0.3331	8.4545	558	0.8898	0.6368	0.8898	0.9433
0.3331	8.4848	560	0.8932	0.6458	0.8932	0.9451
0.3331	8.5152	562	0.9083	0.6295	0.9083	0.9530
0.3331	8.5455	564	0.8899	0.6368	0.8899	0.9433
0.3331	8.5758	566	0.8639	0.6333	0.8639	0.9295
0.3331	8.6061	568	0.8299	0.6661	0.8299	0.9110
0.3331	8.6364	570	0.7985	0.6792	0.7985	0.8936
0.3331	8.6667	572	0.7965	0.6792	0.7965	0.8925
0.3331	8.6970	574	0.7905	0.6792	0.7905	0.8891
0.3331	8.7273	576	0.7889	0.6792	0.7889	0.8882
0.3331	8.7576	578	0.7876	0.6704	0.7876	0.8875
0.3331	8.7879	580	0.7839	0.6704	0.7839	0.8854
0.3331	8.8182	582	0.7867	0.6741	0.7867	0.8870
0.3331	8.8485	584	0.8006	0.6696	0.8006	0.8948
0.3331	8.8788	586	0.8021	0.6571	0.8021	0.8956
0.3331	8.9091	588	0.8152	0.6565	0.8152	0.9029
0.3331	8.9394	590	0.8216	0.6565	0.8216	0.9064
0.3331	8.9697	592	0.8359	0.6298	0.8359	0.9143
0.3331	9.0	594	0.8439	0.6298	0.8439	0.9186
0.3331	9.0303	596	0.8405	0.6298	0.8405	0.9168
0.3331	9.0606	598	0.8298	0.6463	0.8298	0.9110
0.3331	9.0909	600	0.8083	0.6678	0.8083	0.8991
0.3331	9.1212	602	0.7808	0.7001	0.7808	0.8836
0.3331	9.1515	604	0.7670	0.6917	0.7670	0.8758
0.3331	9.1818	606	0.7660	0.6917	0.7660	0.8752
0.3331	9.2121	608	0.7758	0.6917	0.7758	0.8808
0.3331	9.2424	610	0.7928	0.6749	0.7928	0.8904
0.3331	9.2727	612	0.8051	0.6616	0.8051	0.8973
0.3331	9.3030	614	0.8205	0.6394	0.8205	0.9058
0.3331	9.3333	616	0.8394	0.6205	0.8394	0.9162
0.3331	9.3636	618	0.8572	0.6240	0.8572	0.9259
0.3331	9.3939	620	0.8773	0.6240	0.8773	0.9366
0.3331	9.4242	622	0.8935	0.6230	0.8935	0.9453
0.3331	9.4545	624	0.9097	0.6202	0.9097	0.9538
0.3331	9.4848	626	0.9215	0.6202	0.9215	0.9599
0.3331	9.5152	628	0.9309	0.6202	0.9309	0.9648
0.3331	9.5455	630	0.9339	0.6202	0.9339	0.9664
0.3331	9.5758	632	0.9331	0.6202	0.9331	0.9660
0.3331	9.6061	634	0.9273	0.6202	0.9273	0.9629
0.3331	9.6364	636	0.9155	0.6202	0.9155	0.9568
0.3331	9.6667	638	0.9062	0.6324	0.9062	0.9520
0.3331	9.6970	640	0.8953	0.6289	0.8953	0.9462
0.3331	9.7273	642	0.8863	0.6333	0.8863	0.9414
0.3331	9.7576	644	0.8770	0.6333	0.8770	0.9365
0.3331	9.7879	646	0.8716	0.6333	0.8716	0.9336
0.3331	9.8182	648	0.8706	0.6333	0.8706	0.9330
0.3331	9.8485	650	0.8706	0.6333	0.8706	0.9330
0.3331	9.8788	652	0.8710	0.6333	0.8710	0.9333
0.3331	9.9091	654	0.8719	0.6333	0.8719	0.9337
0.3331	9.9394	656	0.8732	0.6333	0.8732	0.9344
0.3331	9.9697	658	0.8744	0.6333	0.8744	0.9351
0.3331	10.0	660	0.8748	0.6333	0.8748	0.9353

Framework versions

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