ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k14_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: 0.8802
• Qwk: 0.6734
• Mse: 0.8802
• Rmse: 0.9382

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	2.2962	-0.0010	2.2962	1.5153
No log	0.0606	4	1.5341	0.2375	1.5341	1.2386
No log	0.0909	6	1.4307	0.1403	1.4307	1.1961
No log	0.1212	8	1.3505	0.1415	1.3505	1.1621
No log	0.1515	10	1.2616	0.1762	1.2616	1.1232
No log	0.1818	12	1.2275	0.1555	1.2275	1.1079
No log	0.2121	14	1.2261	0.1779	1.2261	1.1073
No log	0.2424	16	1.2229	0.1820	1.2229	1.1059
No log	0.2727	18	1.2028	0.2087	1.2028	1.0967
No log	0.3030	20	1.2046	0.2388	1.2046	1.0975
No log	0.3333	22	1.1874	0.2509	1.1874	1.0897
No log	0.3636	24	1.2259	0.2634	1.2259	1.1072
No log	0.3939	26	1.2241	0.2429	1.2241	1.1064
No log	0.4242	28	1.1569	0.3620	1.1569	1.0756
No log	0.4545	30	1.1533	0.3248	1.1533	1.0739
No log	0.4848	32	1.2148	0.3204	1.2148	1.1022
No log	0.5152	34	1.2362	0.3276	1.2362	1.1119
No log	0.5455	36	1.1525	0.3321	1.1525	1.0735
No log	0.5758	38	1.0979	0.3203	1.0979	1.0478
No log	0.6061	40	1.0893	0.3411	1.0893	1.0437
No log	0.6364	42	1.1613	0.4593	1.1613	1.0777
No log	0.6667	44	1.2013	0.4397	1.2013	1.0961
No log	0.6970	46	1.1956	0.3985	1.1956	1.0934
No log	0.7273	48	1.1952	0.4136	1.1952	1.0933
No log	0.7576	50	1.1975	0.4133	1.1975	1.0943
No log	0.7879	52	1.1718	0.4130	1.1718	1.0825
No log	0.8182	54	1.1155	0.4194	1.1155	1.0562
No log	0.8485	56	1.0580	0.4314	1.0580	1.0286
No log	0.8788	58	1.0534	0.3933	1.0534	1.0263
No log	0.9091	60	1.1385	0.3861	1.1385	1.0670
No log	0.9394	62	1.2230	0.4495	1.2230	1.1059
No log	0.9697	64	1.1804	0.4323	1.1804	1.0865
No log	1.0	66	1.1203	0.4134	1.1203	1.0584
No log	1.0303	68	1.0577	0.4365	1.0577	1.0285
No log	1.0606	70	1.0222	0.4492	1.0222	1.0111
No log	1.0909	72	1.0997	0.4560	1.0997	1.0487
No log	1.1212	74	1.2660	0.4104	1.2660	1.1252
No log	1.1515	76	1.1746	0.4204	1.1746	1.0838
No log	1.1818	78	0.9909	0.4666	0.9909	0.9955
No log	1.2121	80	0.9096	0.4818	0.9096	0.9537
No log	1.2424	82	0.9224	0.4718	0.9224	0.9604
No log	1.2727	84	0.9915	0.5240	0.9915	0.9957
No log	1.3030	86	1.1793	0.5336	1.1793	1.0860
No log	1.3333	88	1.1598	0.5247	1.1598	1.0769
No log	1.3636	90	1.0519	0.4955	1.0519	1.0256
No log	1.3939	92	1.0524	0.4874	1.0524	1.0258
No log	1.4242	94	1.1316	0.5003	1.1316	1.0638
No log	1.4545	96	1.1841	0.4891	1.1841	1.0881
No log	1.4848	98	1.2362	0.4951	1.2362	1.1118
No log	1.5152	100	1.1183	0.5184	1.1183	1.0575
No log	1.5455	102	1.0271	0.5537	1.0271	1.0135
No log	1.5758	104	1.0319	0.5531	1.0319	1.0158
No log	1.6061	106	0.9831	0.5665	0.9831	0.9915
No log	1.6364	108	0.9908	0.5719	0.9908	0.9954
No log	1.6667	110	1.0007	0.5308	1.0007	1.0003
No log	1.6970	112	0.9556	0.5524	0.9556	0.9776
No log	1.7273	114	0.8602	0.5978	0.8602	0.9275
No log	1.7576	116	0.7815	0.6136	0.7815	0.8841
No log	1.7879	118	0.7715	0.6433	0.7715	0.8783
No log	1.8182	120	0.8158	0.5913	0.8158	0.9032
No log	1.8485	122	0.9097	0.5872	0.9097	0.9538
No log	1.8788	124	0.9012	0.5992	0.9012	0.9493
No log	1.9091	126	0.8248	0.6103	0.8248	0.9082
No log	1.9394	128	0.7931	0.6680	0.7931	0.8906
No log	1.9697	130	0.8309	0.6709	0.8309	0.9115
No log	2.0	132	0.8579	0.6415	0.8579	0.9262
No log	2.0303	134	0.9296	0.6267	0.9296	0.9641
No log	2.0606	136	1.0173	0.5912	1.0173	1.0086
No log	2.0909	138	0.9935	0.5964	0.9935	0.9968
No log	2.1212	140	0.8925	0.6164	0.8925	0.9447
No log	2.1515	142	0.7220	0.6528	0.7220	0.8497
No log	2.1818	144	0.6689	0.6459	0.6689	0.8178
No log	2.2121	146	0.6731	0.6358	0.6731	0.8204
No log	2.2424	148	0.7060	0.6496	0.7060	0.8402
No log	2.2727	150	0.8364	0.6505	0.8364	0.9146
No log	2.3030	152	1.0235	0.5842	1.0235	1.0117
No log	2.3333	154	1.1046	0.5391	1.1046	1.0510
No log	2.3636	156	1.3533	0.5231	1.3533	1.1633
No log	2.3939	158	1.3794	0.5281	1.3794	1.1745
No log	2.4242	160	1.1960	0.5306	1.1960	1.0936
No log	2.4545	162	0.9727	0.5867	0.9727	0.9863
No log	2.4848	164	0.8805	0.6453	0.8805	0.9384
No log	2.5152	166	0.8314	0.6044	0.8314	0.9118
No log	2.5455	168	0.7670	0.6237	0.7670	0.8758
No log	2.5758	170	0.7757	0.6270	0.7757	0.8808
No log	2.6061	172	0.7886	0.6320	0.7886	0.8880
No log	2.6364	174	0.8165	0.6354	0.8165	0.9036
No log	2.6667	176	0.8840	0.5784	0.8840	0.9402
No log	2.6970	178	1.0424	0.5514	1.0424	1.0210
No log	2.7273	180	1.3285	0.5166	1.3285	1.1526
No log	2.7576	182	1.4600	0.5497	1.4600	1.2083
No log	2.7879	184	1.2249	0.5458	1.2249	1.1068
No log	2.8182	186	0.9223	0.6015	0.9223	0.9604
No log	2.8485	188	0.7652	0.6637	0.7652	0.8747
No log	2.8788	190	0.7561	0.6443	0.7561	0.8695
No log	2.9091	192	0.7682	0.6531	0.7682	0.8765
No log	2.9394	194	0.8227	0.6426	0.8227	0.9070
No log	2.9697	196	0.9867	0.6069	0.9867	0.9933
No log	3.0	198	1.1074	0.6133	1.1074	1.0523
No log	3.0303	200	1.0565	0.5978	1.0565	1.0279
No log	3.0606	202	0.9054	0.5944	0.9054	0.9515
No log	3.0909	204	0.7955	0.6566	0.7955	0.8919
No log	3.1212	206	0.7406	0.6616	0.7406	0.8606
No log	3.1515	208	0.7098	0.6697	0.7098	0.8425
No log	3.1818	210	0.7634	0.6375	0.7634	0.8737
No log	3.2121	212	0.9310	0.6344	0.9310	0.9649
No log	3.2424	214	1.2073	0.5738	1.2073	1.0988
No log	3.2727	216	1.2903	0.5375	1.2903	1.1359
No log	3.3030	218	1.1246	0.5890	1.1246	1.0605
No log	3.3333	220	0.8603	0.6267	0.8603	0.9275
No log	3.3636	222	0.7337	0.6667	0.7337	0.8566
No log	3.3939	224	0.7209	0.6796	0.7209	0.8491
No log	3.4242	226	0.7103	0.6776	0.7103	0.8428
No log	3.4545	228	0.7187	0.6914	0.7187	0.8478
No log	3.4848	230	0.7827	0.6537	0.7827	0.8847
No log	3.5152	232	0.8891	0.6236	0.8891	0.9429
No log	3.5455	234	0.9624	0.6303	0.9624	0.9810
No log	3.5758	236	0.9238	0.6348	0.9238	0.9612
No log	3.6061	238	0.8140	0.6382	0.8140	0.9022
No log	3.6364	240	0.7299	0.6779	0.7299	0.8544
No log	3.6667	242	0.7034	0.7137	0.7034	0.8387
No log	3.6970	244	0.6862	0.7063	0.6862	0.8284
No log	3.7273	246	0.6828	0.7208	0.6828	0.8263
No log	3.7576	248	0.7159	0.6767	0.7159	0.8461
No log	3.7879	250	0.8277	0.6517	0.8277	0.9098
No log	3.8182	252	0.8642	0.6514	0.8642	0.9296
No log	3.8485	254	0.8080	0.6697	0.8080	0.8989
No log	3.8788	256	0.7988	0.6807	0.7988	0.8938
No log	3.9091	258	0.7592	0.6697	0.7592	0.8713
No log	3.9394	260	0.7105	0.6853	0.7105	0.8429
No log	3.9697	262	0.7285	0.6988	0.7285	0.8535
No log	4.0	264	0.8009	0.6827	0.8009	0.8949
No log	4.0303	266	0.9235	0.6395	0.9235	0.9610
No log	4.0606	268	1.0061	0.5981	1.0061	1.0030
No log	4.0909	270	0.9918	0.6103	0.9918	0.9959
No log	4.1212	272	0.9295	0.6127	0.9295	0.9641
No log	4.1515	274	0.8831	0.6400	0.8831	0.9397
No log	4.1818	276	0.8671	0.6664	0.8671	0.9312
No log	4.2121	278	0.9276	0.6555	0.9276	0.9631
No log	4.2424	280	0.8829	0.6621	0.8829	0.9396
No log	4.2727	282	0.8496	0.6810	0.8496	0.9217
No log	4.3030	284	0.8456	0.6808	0.8456	0.9196
No log	4.3333	286	0.8727	0.6655	0.8727	0.9342
No log	4.3636	288	0.9531	0.6681	0.9531	0.9763
No log	4.3939	290	0.9844	0.6806	0.9844	0.9922
No log	4.4242	292	0.8832	0.6671	0.8832	0.9398
No log	4.4545	294	0.8238	0.6948	0.8238	0.9076
No log	4.4848	296	0.8345	0.6948	0.8345	0.9135
No log	4.5152	298	0.8671	0.6844	0.8671	0.9312
No log	4.5455	300	0.8070	0.6991	0.8070	0.8983
No log	4.5758	302	0.7432	0.7090	0.7432	0.8621
No log	4.6061	304	0.7532	0.6994	0.7532	0.8679
No log	4.6364	306	0.7618	0.6894	0.7618	0.8728
No log	4.6667	308	0.8183	0.6724	0.8183	0.9046
No log	4.6970	310	0.8111	0.6724	0.8111	0.9006
No log	4.7273	312	0.8122	0.6625	0.8122	0.9012
No log	4.7576	314	0.7598	0.6650	0.7598	0.8717
No log	4.7879	316	0.7939	0.6734	0.7939	0.8910
No log	4.8182	318	0.8462	0.6579	0.8462	0.9199
No log	4.8485	320	0.8859	0.6550	0.8859	0.9412
No log	4.8788	322	0.8553	0.6760	0.8553	0.9248
No log	4.9091	324	0.7645	0.6697	0.7645	0.8744
No log	4.9394	326	0.7463	0.6791	0.7463	0.8639
No log	4.9697	328	0.7966	0.6771	0.7966	0.8925
No log	5.0	330	0.8912	0.6550	0.8912	0.9441
No log	5.0303	332	1.0252	0.6086	1.0252	1.0125
No log	5.0606	334	1.0902	0.5963	1.0902	1.0441
No log	5.0909	336	1.0249	0.5825	1.0249	1.0124
No log	5.1212	338	0.9803	0.5839	0.9803	0.9901
No log	5.1515	340	0.9122	0.6215	0.9122	0.9551
No log	5.1818	342	0.8549	0.6451	0.8549	0.9246
No log	5.2121	344	0.8198	0.6560	0.8198	0.9054
No log	5.2424	346	0.8572	0.6590	0.8572	0.9259
No log	5.2727	348	0.8834	0.6416	0.8834	0.9399
No log	5.3030	350	0.8756	0.6507	0.8756	0.9357
No log	5.3333	352	0.8197	0.6599	0.8197	0.9054
No log	5.3636	354	0.7975	0.6832	0.7975	0.8930
No log	5.3939	356	0.7991	0.6724	0.7991	0.8939
No log	5.4242	358	0.8534	0.6354	0.8534	0.9238
No log	5.4545	360	0.9796	0.6282	0.9796	0.9897
No log	5.4848	362	1.0771	0.6007	1.0771	1.0378
No log	5.5152	364	1.0646	0.6002	1.0646	1.0318
No log	5.5455	366	1.0301	0.5748	1.0301	1.0149
No log	5.5758	368	0.9693	0.5627	0.9693	0.9845
No log	5.6061	370	0.9670	0.5495	0.9670	0.9834
No log	5.6364	372	0.9770	0.5447	0.9770	0.9884
No log	5.6667	374	0.9589	0.5467	0.9589	0.9792
No log	5.6970	376	0.9186	0.6049	0.9186	0.9584
No log	5.7273	378	0.9319	0.6041	0.9319	0.9653
No log	5.7576	380	0.9042	0.6201	0.9042	0.9509
No log	5.7879	382	0.8536	0.6444	0.8536	0.9239
No log	5.8182	384	0.8258	0.6543	0.8258	0.9087
No log	5.8485	386	0.8433	0.6398	0.8433	0.9183
No log	5.8788	388	0.9216	0.6074	0.9216	0.9600
No log	5.9091	390	1.0808	0.5895	1.0808	1.0396
No log	5.9394	392	1.1780	0.5959	1.1780	1.0854
No log	5.9697	394	1.2377	0.5641	1.2377	1.1125
No log	6.0	396	1.2367	0.5534	1.2367	1.1121
No log	6.0303	398	1.1549	0.5970	1.1549	1.0746
No log	6.0606	400	1.0419	0.6197	1.0419	1.0207
No log	6.0909	402	0.9638	0.6316	0.9638	0.9817
No log	6.1212	404	0.9632	0.6316	0.9632	0.9815
No log	6.1515	406	1.0213	0.6174	1.0213	1.0106
No log	6.1818	408	1.0180	0.6008	1.0180	1.0089
No log	6.2121	410	0.9849	0.6064	0.9849	0.9924
No log	6.2424	412	0.9945	0.6064	0.9945	0.9972
No log	6.2727	414	0.9898	0.5969	0.9898	0.9949
No log	6.3030	416	0.9841	0.5969	0.9841	0.9920
No log	6.3333	418	0.9728	0.5969	0.9728	0.9863
No log	6.3636	420	0.9925	0.6064	0.9925	0.9963
No log	6.3939	422	0.9923	0.6136	0.9923	0.9961
No log	6.4242	424	1.0568	0.6043	1.0568	1.0280
No log	6.4545	426	1.1317	0.5952	1.1317	1.0638
No log	6.4848	428	1.0975	0.5952	1.0975	1.0476
No log	6.5152	430	1.0228	0.6391	1.0228	1.0113
No log	6.5455	432	0.9282	0.6417	0.9282	0.9634
No log	6.5758	434	0.8406	0.6811	0.8406	0.9169
No log	6.6061	436	0.8037	0.7039	0.8037	0.8965
No log	6.6364	438	0.8253	0.6830	0.8253	0.9084
No log	6.6667	440	0.8917	0.6778	0.8917	0.9443
No log	6.6970	442	0.9458	0.6316	0.9458	0.9725
No log	6.7273	444	0.9365	0.6316	0.9365	0.9677
No log	6.7576	446	0.9233	0.6144	0.9233	0.9609
No log	6.7879	448	0.8728	0.6433	0.8728	0.9343
No log	6.8182	450	0.8239	0.6800	0.8239	0.9077
No log	6.8485	452	0.8223	0.6891	0.8223	0.9068
No log	6.8788	454	0.8397	0.6663	0.8397	0.9163
No log	6.9091	456	0.8649	0.6491	0.8649	0.9300
No log	6.9394	458	0.9023	0.6566	0.9023	0.9499
No log	6.9697	460	0.9697	0.6254	0.9697	0.9847
No log	7.0	462	1.0021	0.6343	1.0021	1.0011
No log	7.0303	464	0.9499	0.6512	0.9499	0.9746
No log	7.0606	466	0.8618	0.6864	0.8618	0.9283
No log	7.0909	468	0.7832	0.7071	0.7832	0.8850
No log	7.1212	470	0.7480	0.7052	0.7480	0.8648
No log	7.1515	472	0.7538	0.7014	0.7538	0.8682
No log	7.1818	474	0.7860	0.6999	0.7860	0.8866
No log	7.2121	476	0.8491	0.7071	0.8491	0.9215
No log	7.2424	478	0.9037	0.6757	0.9037	0.9507
No log	7.2727	480	0.9237	0.6573	0.9237	0.9611
No log	7.3030	482	0.9302	0.6658	0.9302	0.9645
No log	7.3333	484	0.9439	0.6748	0.9439	0.9716
No log	7.3636	486	0.9145	0.6961	0.9145	0.9563
No log	7.3939	488	0.8984	0.6820	0.8984	0.9478
No log	7.4242	490	0.9144	0.6879	0.9144	0.9563
No log	7.4545	492	0.9337	0.6427	0.9337	0.9663
No log	7.4848	494	0.9233	0.6244	0.9233	0.9609
No log	7.5152	496	0.8901	0.6446	0.8901	0.9434
No log	7.5455	498	0.8734	0.6446	0.8734	0.9346
0.3126	7.5758	500	0.8429	0.6672	0.8429	0.9181
0.3126	7.6061	502	0.8397	0.6672	0.8397	0.9164
0.3126	7.6364	504	0.8494	0.6544	0.8494	0.9216
0.3126	7.6667	506	0.8946	0.6191	0.8946	0.9458
0.3126	7.6970	508	0.9474	0.6103	0.9474	0.9733
0.3126	7.7273	510	0.9756	0.6010	0.9756	0.9877
0.3126	7.7576	512	0.9695	0.6103	0.9695	0.9846
0.3126	7.7879	514	0.9272	0.6258	0.9272	0.9629
0.3126	7.8182	516	0.9030	0.6191	0.9030	0.9503
0.3126	7.8485	518	0.8820	0.6288	0.8820	0.9392
0.3126	7.8788	520	0.8704	0.6288	0.8704	0.9330
0.3126	7.9091	522	0.8870	0.6416	0.8870	0.9418
0.3126	7.9394	524	0.9329	0.6303	0.9329	0.9658
0.3126	7.9697	526	0.9779	0.6397	0.9779	0.9889
0.3126	8.0	528	1.0183	0.6204	1.0183	1.0091
0.3126	8.0303	530	1.0341	0.6306	1.0341	1.0169
0.3126	8.0606	532	1.0296	0.6407	1.0296	1.0147
0.3126	8.0909	534	1.0235	0.6407	1.0235	1.0117
0.3126	8.1212	536	1.0433	0.6392	1.0433	1.0214
0.3126	8.1515	538	1.0387	0.6407	1.0387	1.0192
0.3126	8.1818	540	1.0099	0.6395	1.0099	1.0049
0.3126	8.2121	542	0.9555	0.6336	0.9555	0.9775
0.3126	8.2424	544	0.9042	0.6426	0.9042	0.9509
0.3126	8.2727	546	0.8779	0.6307	0.8779	0.9370
0.3126	8.3030	548	0.8909	0.6342	0.8909	0.9439
0.3126	8.3333	550	0.9007	0.6470	0.9007	0.9491
0.3126	8.3636	552	0.9031	0.6470	0.9031	0.9503
0.3126	8.3939	554	0.9114	0.6426	0.9114	0.9547
0.3126	8.4242	556	0.9103	0.6426	0.9103	0.9541
0.3126	8.4545	558	0.9266	0.6462	0.9266	0.9626
0.3126	8.4848	560	0.9627	0.6151	0.9627	0.9812
0.3126	8.5152	562	0.9929	0.6124	0.9929	0.9964
0.3126	8.5455	564	1.0075	0.6124	1.0075	1.0038
0.3126	8.5758	566	0.9995	0.6124	0.9995	0.9998
0.3126	8.6061	568	0.9655	0.6215	0.9655	0.9826
0.3126	8.6364	570	0.9251	0.6338	0.9251	0.9618
0.3126	8.6667	572	0.8891	0.6511	0.8891	0.9429
0.3126	8.6970	574	0.8764	0.6637	0.8764	0.9362
0.3126	8.7273	576	0.8786	0.6646	0.8786	0.9373
0.3126	8.7576	578	0.8747	0.6646	0.8747	0.9352
0.3126	8.7879	580	0.8773	0.6646	0.8773	0.9366
0.3126	8.8182	582	0.8898	0.6646	0.8898	0.9433
0.3126	8.8485	584	0.9111	0.6430	0.9111	0.9545
0.3126	8.8788	586	0.9340	0.6308	0.9340	0.9664
0.3126	8.9091	588	0.9488	0.6308	0.9488	0.9741
0.3126	8.9394	590	0.9600	0.6399	0.9600	0.9798
0.3126	8.9697	592	0.9794	0.6399	0.9794	0.9897
0.3126	9.0	594	0.9807	0.6399	0.9807	0.9903
0.3126	9.0303	596	0.9596	0.6399	0.9596	0.9796
0.3126	9.0606	598	0.9334	0.6640	0.9334	0.9661
0.3126	9.0909	600	0.9078	0.6612	0.9078	0.9528
0.3126	9.1212	602	0.8896	0.6734	0.8896	0.9432
0.3126	9.1515	604	0.8875	0.6734	0.8875	0.9421
0.3126	9.1818	606	0.8758	0.6734	0.8758	0.9358
0.3126	9.2121	608	0.8620	0.6778	0.8620	0.9285
0.3126	9.2424	610	0.8554	0.6778	0.8554	0.9249
0.3126	9.2727	612	0.8415	0.6973	0.8415	0.9173
0.3126	9.3030	614	0.8384	0.6973	0.8384	0.9156
0.3126	9.3333	616	0.8441	0.6875	0.8441	0.9188
0.3126	9.3636	618	0.8543	0.6778	0.8543	0.9243
0.3126	9.3939	620	0.8691	0.6734	0.8691	0.9323
0.3126	9.4242	622	0.8908	0.6612	0.8908	0.9438
0.3126	9.4545	624	0.9078	0.6490	0.9078	0.9528
0.3126	9.4848	626	0.9220	0.6458	0.9220	0.9602
0.3126	9.5152	628	0.9325	0.6520	0.9325	0.9657
0.3126	9.5455	630	0.9311	0.6520	0.9311	0.9649
0.3126	9.5758	632	0.9244	0.6520	0.9244	0.9615
0.3126	9.6061	634	0.9181	0.6520	0.9181	0.9581
0.3126	9.6364	636	0.9118	0.6490	0.9118	0.9549
0.3126	9.6667	638	0.9043	0.6490	0.9043	0.9510
0.3126	9.6970	640	0.8979	0.6612	0.8979	0.9476
0.3126	9.7273	642	0.8960	0.6612	0.8960	0.9466
0.3126	9.7576	644	0.8926	0.6734	0.8926	0.9448
0.3126	9.7879	646	0.8897	0.6734	0.8897	0.9432
0.3126	9.8182	648	0.8872	0.6734	0.8872	0.9419
0.3126	9.8485	650	0.8845	0.6734	0.8845	0.9405
0.3126	9.8788	652	0.8830	0.6734	0.8830	0.9397
0.3126	9.9091	654	0.8816	0.6734	0.8816	0.9389
0.3126	9.9394	656	0.8809	0.6734	0.8809	0.9386
0.3126	9.9697	658	0.8802	0.6734	0.8802	0.9382
0.3126	10.0	660	0.8802	0.6734	0.8802	0.9382

Framework versions

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