ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k14_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: 0.7057
• Qwk: 0.7270
• Mse: 0.7057
• Rmse: 0.8400

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	0.0282	2	5.5311	-0.0073	5.5311	2.3518
No log	0.0563	4	3.7509	0.0408	3.7509	1.9367
No log	0.0845	6	2.9094	-0.0775	2.9094	1.7057
No log	0.1127	8	2.9505	-0.1034	2.9505	1.7177
No log	0.1408	10	2.1379	-0.0711	2.1379	1.4622
No log	0.1690	12	1.5056	0.0643	1.5056	1.2270
No log	0.1972	14	1.3703	0.1543	1.3703	1.1706
No log	0.2254	16	1.3098	0.1262	1.3098	1.1445
No log	0.2535	18	1.2990	0.1932	1.2990	1.1397
No log	0.2817	20	1.3708	0.1103	1.3708	1.1708
No log	0.3099	22	1.7881	0.0873	1.7881	1.3372
No log	0.3380	24	2.3043	0.0879	2.3043	1.5180
No log	0.3662	26	2.2005	0.1050	2.2005	1.4834
No log	0.3944	28	1.4644	0.1102	1.4644	1.2101
No log	0.4225	30	1.0801	0.3986	1.0801	1.0393
No log	0.4507	32	0.9913	0.4267	0.9913	0.9956
No log	0.4789	34	0.9774	0.4371	0.9774	0.9886
No log	0.5070	36	0.9445	0.4284	0.9445	0.9719
No log	0.5352	38	0.9248	0.4354	0.9248	0.9617
No log	0.5634	40	0.9066	0.4708	0.9066	0.9522
No log	0.5915	42	1.3059	0.3921	1.3059	1.1428
No log	0.6197	44	2.2153	0.2728	2.2153	1.4884
No log	0.6479	46	2.1423	0.2849	2.1423	1.4636
No log	0.6761	48	1.5291	0.2167	1.5291	1.2366
No log	0.7042	50	1.0484	0.4355	1.0484	1.0239
No log	0.7324	52	0.9923	0.4517	0.9923	0.9961
No log	0.7606	54	0.9880	0.3852	0.9880	0.9940
No log	0.7887	56	0.9771	0.3975	0.9771	0.9885
No log	0.8169	58	0.9144	0.4495	0.9144	0.9562
No log	0.8451	60	0.8937	0.4286	0.8937	0.9454
No log	0.8732	62	0.9858	0.3842	0.9858	0.9929
No log	0.9014	64	1.3763	0.2370	1.3763	1.1731
No log	0.9296	66	1.5633	0.2723	1.5633	1.2503
No log	0.9577	68	1.6329	0.2744	1.6329	1.2778
No log	0.9859	70	1.4556	0.3803	1.4556	1.2065
No log	1.0141	72	1.2691	0.4240	1.2691	1.1265
No log	1.0423	74	1.3705	0.3826	1.3705	1.1707
No log	1.0704	76	1.1732	0.4522	1.1732	1.0831
No log	1.0986	78	0.8087	0.5386	0.8087	0.8993
No log	1.1268	80	0.7280	0.5293	0.7280	0.8532
No log	1.1549	82	0.7207	0.5931	0.7207	0.8489
No log	1.1831	84	0.7972	0.5636	0.7972	0.8928
No log	1.2113	86	0.8035	0.6030	0.8035	0.8964
No log	1.2394	88	0.7915	0.6056	0.7915	0.8897
No log	1.2676	90	0.7634	0.6381	0.7634	0.8737
No log	1.2958	92	0.7794	0.6497	0.7794	0.8828
No log	1.3239	94	0.9175	0.6109	0.9175	0.9579
No log	1.3521	96	0.8058	0.6860	0.8058	0.8977
No log	1.3803	98	0.6731	0.6949	0.6731	0.8205
No log	1.4085	100	0.6567	0.6852	0.6567	0.8104
No log	1.4366	102	0.6714	0.7093	0.6714	0.8194
No log	1.4648	104	0.6617	0.7125	0.6617	0.8134
No log	1.4930	106	0.6503	0.6992	0.6503	0.8064
No log	1.5211	108	0.6656	0.6984	0.6656	0.8158
No log	1.5493	110	0.7277	0.7125	0.7277	0.8530
No log	1.5775	112	0.7103	0.7146	0.7103	0.8428
No log	1.6056	114	0.6612	0.7059	0.6612	0.8131
No log	1.6338	116	0.7301	0.7089	0.7301	0.8545
No log	1.6620	118	0.8370	0.6601	0.8370	0.9149
No log	1.6901	120	0.8686	0.6463	0.8686	0.9320
No log	1.7183	122	0.8043	0.6817	0.8043	0.8968
No log	1.7465	124	0.7660	0.7402	0.7660	0.8752
No log	1.7746	126	0.7638	0.7186	0.7638	0.8739
No log	1.8028	128	0.7531	0.7248	0.7531	0.8678
No log	1.8310	130	0.7484	0.7277	0.7484	0.8651
No log	1.8592	132	0.7454	0.7246	0.7454	0.8633
No log	1.8873	134	0.7252	0.7237	0.7252	0.8516
No log	1.9155	136	0.6483	0.7433	0.6483	0.8052
No log	1.9437	138	0.6742	0.7089	0.6742	0.8211
No log	1.9718	140	0.6836	0.7038	0.6836	0.8268
No log	2.0	142	0.6389	0.6711	0.6389	0.7993
No log	2.0282	144	0.7032	0.6621	0.7032	0.8386
No log	2.0563	146	0.6649	0.6992	0.6649	0.8154
No log	2.0845	148	0.6846	0.7136	0.6846	0.8274
No log	2.1127	150	0.8446	0.6460	0.8446	0.9190
No log	2.1408	152	0.7500	0.6821	0.7500	0.8660
No log	2.1690	154	0.6596	0.7013	0.6596	0.8121
No log	2.1972	156	0.7309	0.6505	0.7309	0.8549
No log	2.2254	158	0.7488	0.6525	0.7488	0.8653
No log	2.2535	160	0.6543	0.7004	0.6543	0.8089
No log	2.2817	162	0.7328	0.7082	0.7328	0.8560
No log	2.3099	164	0.7983	0.6983	0.7983	0.8935
No log	2.3380	166	0.8440	0.6680	0.8440	0.9187
No log	2.3662	168	0.7314	0.7199	0.7314	0.8552
No log	2.3944	170	0.6272	0.7285	0.6272	0.7920
No log	2.4225	172	0.6206	0.7540	0.6206	0.7878
No log	2.4507	174	0.6784	0.7340	0.6784	0.8237
No log	2.4789	176	0.7738	0.6801	0.7738	0.8796
No log	2.5070	178	0.6976	0.7063	0.6976	0.8352
No log	2.5352	180	0.6020	0.7423	0.6020	0.7759
No log	2.5634	182	0.6015	0.7316	0.6015	0.7755
No log	2.5915	184	0.6464	0.7481	0.6464	0.8040
No log	2.6197	186	0.7852	0.6725	0.7852	0.8861
No log	2.6479	188	0.9270	0.6277	0.9270	0.9628
No log	2.6761	190	0.9769	0.6278	0.9769	0.9884
No log	2.7042	192	0.7974	0.6876	0.7974	0.8930
No log	2.7324	194	0.6789	0.7318	0.6789	0.8240
No log	2.7606	196	0.6804	0.7153	0.6804	0.8248
No log	2.7887	198	0.7196	0.7002	0.7196	0.8483
No log	2.8169	200	0.8228	0.6935	0.8228	0.9071
No log	2.8451	202	0.7643	0.6936	0.7643	0.8742
No log	2.8732	204	0.6435	0.6981	0.6435	0.8022
No log	2.9014	206	0.6387	0.6990	0.6387	0.7992
No log	2.9296	208	0.6400	0.7161	0.6400	0.8000
No log	2.9577	210	0.6610	0.7154	0.6610	0.8130
No log	2.9859	212	0.7728	0.6850	0.7728	0.8791
No log	3.0141	214	0.7837	0.6776	0.7837	0.8853
No log	3.0423	216	0.8073	0.6742	0.8073	0.8985
No log	3.0704	218	0.7860	0.6798	0.7860	0.8866
No log	3.0986	220	0.7372	0.6923	0.7372	0.8586
No log	3.1268	222	0.7530	0.6905	0.7530	0.8677
No log	3.1549	224	0.8167	0.6696	0.8167	0.9037
No log	3.1831	226	0.8433	0.6721	0.8433	0.9183
No log	3.2113	228	0.8175	0.6853	0.8175	0.9042
No log	3.2394	230	0.6744	0.7483	0.6744	0.8212
No log	3.2676	232	0.6743	0.6790	0.6743	0.8211
No log	3.2958	234	0.6784	0.6865	0.6784	0.8236
No log	3.3239	236	0.6165	0.6849	0.6165	0.7852
No log	3.3521	238	0.7123	0.7005	0.7123	0.8440
No log	3.3803	240	0.9961	0.6027	0.9961	0.9981
No log	3.4085	242	1.0586	0.5735	1.0586	1.0289
No log	3.4366	244	0.9107	0.6253	0.9107	0.9543
No log	3.4648	246	0.7347	0.6949	0.7347	0.8571
No log	3.4930	248	0.6629	0.7083	0.6629	0.8142
No log	3.5211	250	0.6980	0.7287	0.6980	0.8354
No log	3.5493	252	0.8595	0.6617	0.8595	0.9271
No log	3.5775	254	1.0072	0.6339	1.0072	1.0036
No log	3.6056	256	1.1118	0.5989	1.1118	1.0544
No log	3.6338	258	1.0537	0.6114	1.0537	1.0265
No log	3.6620	260	0.9677	0.6327	0.9677	0.9837
No log	3.6901	262	0.9282	0.6368	0.9282	0.9634
No log	3.7183	264	0.9421	0.6409	0.9421	0.9706
No log	3.7465	266	0.9296	0.6409	0.9296	0.9641
No log	3.7746	268	0.9323	0.6409	0.9323	0.9656
No log	3.8028	270	0.9636	0.6287	0.9636	0.9816
No log	3.8310	272	0.9200	0.6368	0.9200	0.9592
No log	3.8592	274	0.7848	0.7000	0.7848	0.8859
No log	3.8873	276	0.7020	0.7179	0.7020	0.8378
No log	3.9155	278	0.6979	0.7140	0.6979	0.8354
No log	3.9437	280	0.6888	0.7434	0.6888	0.8299
No log	3.9718	282	0.7215	0.6827	0.7215	0.8494
No log	4.0	284	0.7983	0.6839	0.7983	0.8935
No log	4.0282	286	0.7675	0.6995	0.7675	0.8761
No log	4.0563	288	0.7425	0.6959	0.7425	0.8617
No log	4.0845	290	0.6622	0.7385	0.6622	0.8138
No log	4.1127	292	0.6309	0.7067	0.6309	0.7943
No log	4.1408	294	0.6283	0.7081	0.6283	0.7927
No log	4.1690	296	0.6552	0.7578	0.6552	0.8095
No log	4.1972	298	0.7878	0.6886	0.7878	0.8876
No log	4.2254	300	0.9732	0.6207	0.9732	0.9865
No log	4.2535	302	1.0701	0.6015	1.0701	1.0345
No log	4.2817	304	1.0220	0.6135	1.0220	1.0109
No log	4.3099	306	0.8723	0.6694	0.8723	0.9340
No log	4.3380	308	0.7752	0.6782	0.7752	0.8805
No log	4.3662	310	0.7377	0.7012	0.7377	0.8589
No log	4.3944	312	0.7430	0.6872	0.7430	0.8620
No log	4.4225	314	0.8176	0.6710	0.8176	0.9042
No log	4.4507	316	0.9485	0.6510	0.9485	0.9739
No log	4.4789	318	1.0024	0.6176	1.0024	1.0012
No log	4.5070	320	0.9612	0.6454	0.9612	0.9804
No log	4.5352	322	0.8303	0.6737	0.8303	0.9112
No log	4.5634	324	0.7334	0.7012	0.7334	0.8564
No log	4.5915	326	0.7282	0.7012	0.7282	0.8534
No log	4.6197	328	0.7797	0.6742	0.7797	0.8830
No log	4.6479	330	0.8420	0.6737	0.8420	0.9176
No log	4.6761	332	0.9129	0.6531	0.9129	0.9555
No log	4.7042	334	0.8830	0.6545	0.8830	0.9397
No log	4.7324	336	0.7541	0.7018	0.7541	0.8684
No log	4.7606	338	0.6962	0.7163	0.6962	0.8344
No log	4.7887	340	0.6367	0.7480	0.6367	0.7979
No log	4.8169	342	0.6302	0.7480	0.6302	0.7939
No log	4.8451	344	0.6808	0.7212	0.6808	0.8251
No log	4.8732	346	0.8112	0.6505	0.8112	0.9007
No log	4.9014	348	1.0004	0.6156	1.0004	1.0002
No log	4.9296	350	1.0132	0.6144	1.0132	1.0066
No log	4.9577	352	0.8896	0.6435	0.8896	0.9432
No log	4.9859	354	0.7356	0.6953	0.7356	0.8577
No log	5.0141	356	0.6778	0.7212	0.6778	0.8233
No log	5.0423	358	0.6546	0.7175	0.6546	0.8091
No log	5.0704	360	0.6596	0.7233	0.6596	0.8121
No log	5.0986	362	0.6819	0.7212	0.6819	0.8257
No log	5.1268	364	0.7279	0.7050	0.7279	0.8532
No log	5.1549	366	0.7944	0.6763	0.7944	0.8913
No log	5.1831	368	0.7742	0.6695	0.7742	0.8799
No log	5.2113	370	0.6881	0.7146	0.6881	0.8295
No log	5.2394	372	0.6538	0.7248	0.6538	0.8086
No log	5.2676	374	0.6433	0.7313	0.6433	0.8021
No log	5.2958	376	0.6440	0.7297	0.6440	0.8025
No log	5.3239	378	0.7025	0.7307	0.7025	0.8381
No log	5.3521	380	0.7934	0.6671	0.7934	0.8907
No log	5.3803	382	0.9539	0.6456	0.9539	0.9767
No log	5.4085	384	1.0079	0.6391	1.0079	1.0040
No log	5.4366	386	0.9316	0.6527	0.9316	0.9652
No log	5.4648	388	0.8130	0.6615	0.8130	0.9017
No log	5.4930	390	0.7252	0.6875	0.7252	0.8516
No log	5.5211	392	0.7227	0.6971	0.7227	0.8501
No log	5.5493	394	0.7112	0.7076	0.7112	0.8433
No log	5.5775	396	0.7052	0.7218	0.7052	0.8398
No log	5.6056	398	0.6731	0.7145	0.6731	0.8204
No log	5.6338	400	0.6682	0.7266	0.6682	0.8174
No log	5.6620	402	0.6679	0.7281	0.6679	0.8173
No log	5.6901	404	0.7008	0.7319	0.7008	0.8371
No log	5.7183	406	0.7581	0.6911	0.7581	0.8707
No log	5.7465	408	0.7775	0.6835	0.7775	0.8817
No log	5.7746	410	0.7613	0.6875	0.7613	0.8725
No log	5.8028	412	0.7525	0.6764	0.7525	0.8675
No log	5.8310	414	0.7946	0.6590	0.7946	0.8914
No log	5.8592	416	0.8068	0.6512	0.8068	0.8982
No log	5.8873	418	0.7803	0.6512	0.7803	0.8833
No log	5.9155	420	0.7969	0.6413	0.7969	0.8927
No log	5.9437	422	0.7861	0.6449	0.7861	0.8866
No log	5.9718	424	0.7997	0.6555	0.7997	0.8943
No log	6.0	426	0.7630	0.6693	0.7630	0.8735
No log	6.0282	428	0.7598	0.6737	0.7598	0.8716
No log	6.0563	430	0.7952	0.6643	0.7952	0.8917
No log	6.0845	432	0.8903	0.6347	0.8903	0.9436
No log	6.1127	434	0.9874	0.6245	0.9874	0.9937
No log	6.1408	436	0.9842	0.6151	0.9842	0.9921
No log	6.1690	438	0.8935	0.6347	0.8935	0.9452
No log	6.1972	440	0.7672	0.6930	0.7672	0.8759
No log	6.2254	442	0.6710	0.7396	0.6710	0.8192
No log	6.2535	444	0.6337	0.7597	0.6337	0.7961
No log	6.2817	446	0.6321	0.7622	0.6321	0.7950
No log	6.3099	448	0.6585	0.7418	0.6585	0.8115
No log	6.3380	450	0.7038	0.7224	0.7038	0.8389
No log	6.3662	452	0.7201	0.7046	0.7201	0.8486
No log	6.3944	454	0.7060	0.7088	0.7060	0.8402
No log	6.4225	456	0.6876	0.7330	0.6876	0.8292
No log	6.4507	458	0.6805	0.7330	0.6805	0.8249
No log	6.4789	460	0.6892	0.7151	0.6892	0.8302
No log	6.5070	462	0.7358	0.6997	0.7358	0.8578
No log	6.5352	464	0.7531	0.6857	0.7531	0.8678
No log	6.5634	466	0.7394	0.6954	0.7394	0.8599
No log	6.5915	468	0.7493	0.6990	0.7493	0.8656
No log	6.6197	470	0.7303	0.6990	0.7303	0.8546
No log	6.6479	472	0.7027	0.7152	0.7027	0.8383
No log	6.6761	474	0.6815	0.7297	0.6815	0.8255
No log	6.7042	476	0.7052	0.7066	0.7052	0.8398
No log	6.7324	478	0.7675	0.6826	0.7675	0.8761
No log	6.7606	480	0.8047	0.6452	0.8047	0.8971
No log	6.7887	482	0.8294	0.6452	0.8294	0.9107
No log	6.8169	484	0.8137	0.6452	0.8137	0.9021
No log	6.8451	486	0.7881	0.6508	0.7881	0.8877
No log	6.8732	488	0.8061	0.6508	0.8061	0.8978
No log	6.9014	490	0.7944	0.6508	0.7944	0.8913
No log	6.9296	492	0.7457	0.6832	0.7457	0.8635
No log	6.9577	494	0.7335	0.7027	0.7335	0.8565
No log	6.9859	496	0.7303	0.7027	0.7303	0.8546
No log	7.0141	498	0.7490	0.7008	0.7490	0.8654
0.4196	7.0423	500	0.7388	0.7027	0.7388	0.8595
0.4196	7.0704	502	0.7235	0.7070	0.7235	0.8506
0.4196	7.0986	504	0.7014	0.7112	0.7014	0.8375
0.4196	7.1268	506	0.6907	0.7112	0.6907	0.8311
0.4196	7.1549	508	0.6808	0.7356	0.6808	0.8251
0.4196	7.1831	510	0.6739	0.7356	0.6739	0.8209
0.4196	7.2113	512	0.6715	0.7356	0.6715	0.8194
0.4196	7.2394	514	0.6638	0.7394	0.6638	0.8147
0.4196	7.2676	516	0.6563	0.7335	0.6563	0.8101
0.4196	7.2958	518	0.6669	0.7394	0.6669	0.8167
0.4196	7.3239	520	0.7198	0.7044	0.7198	0.8484
0.4196	7.3521	522	0.7864	0.6636	0.7864	0.8868
0.4196	7.3803	524	0.8189	0.6636	0.8189	0.9049
0.4196	7.4085	526	0.7813	0.6636	0.7813	0.8839
0.4196	7.4366	528	0.7317	0.7213	0.7317	0.8554
0.4196	7.4648	530	0.6837	0.7298	0.6837	0.8269
0.4196	7.4930	532	0.6514	0.7532	0.6514	0.8071
0.4196	7.5211	534	0.6556	0.7484	0.6556	0.8097
0.4196	7.5493	536	0.6897	0.7319	0.6897	0.8305
0.4196	7.5775	538	0.7623	0.7109	0.7623	0.8731
0.4196	7.6056	540	0.8511	0.6449	0.8511	0.9226
0.4196	7.6338	542	0.8924	0.6279	0.8924	0.9447
0.4196	7.6620	544	0.8887	0.6279	0.8887	0.9427
0.4196	7.6901	546	0.8431	0.6292	0.8431	0.9182
0.4196	7.7183	548	0.7807	0.6833	0.7807	0.8836
0.4196	7.7465	550	0.7183	0.7123	0.7183	0.8475
0.4196	7.7746	552	0.6955	0.7106	0.6955	0.8340
0.4196	7.8028	554	0.7131	0.7086	0.7131	0.8444
0.4196	7.8310	556	0.7612	0.7025	0.7612	0.8725
0.4196	7.8592	558	0.8186	0.6464	0.8186	0.9048
0.4196	7.8873	560	0.8435	0.6347	0.8435	0.9184
0.4196	7.9155	562	0.8787	0.6298	0.8787	0.9374
0.4196	7.9437	564	0.8886	0.6298	0.8886	0.9427
0.4196	7.9718	566	0.8515	0.6347	0.8515	0.9228
0.4196	8.0	568	0.8175	0.6464	0.8175	0.9042
0.4196	8.0282	570	0.7565	0.6928	0.7565	0.8698
0.4196	8.0563	572	0.7096	0.7025	0.7096	0.8424
0.4196	8.0845	574	0.6812	0.7169	0.6812	0.8253
0.4196	8.1127	576	0.6720	0.7270	0.6720	0.8198
0.4196	8.1408	578	0.6665	0.7270	0.6665	0.8164
0.4196	8.1690	580	0.6683	0.7270	0.6683	0.8175
0.4196	8.1972	582	0.6534	0.7334	0.6534	0.8083
0.4196	8.2254	584	0.6388	0.7319	0.6388	0.7992
0.4196	8.2535	586	0.6411	0.7319	0.6411	0.8007
0.4196	8.2817	588	0.6595	0.7275	0.6595	0.8121
0.4196	8.3099	590	0.6885	0.7228	0.6885	0.8298
0.4196	8.3380	592	0.7032	0.7129	0.7032	0.8385
0.4196	8.3662	594	0.7087	0.7129	0.7087	0.8418
0.4196	8.3944	596	0.6931	0.7228	0.6931	0.8326
0.4196	8.4225	598	0.6871	0.7169	0.6871	0.8289
0.4196	8.4507	600	0.7027	0.7129	0.7027	0.8383
0.4196	8.4789	602	0.7172	0.7086	0.7172	0.8469
0.4196	8.5070	604	0.7383	0.6850	0.7383	0.8592
0.4196	8.5352	606	0.7465	0.6850	0.7465	0.8640
0.4196	8.5634	608	0.7490	0.6946	0.7490	0.8655
0.4196	8.5915	610	0.7413	0.6946	0.7413	0.8610
0.4196	8.6197	612	0.7421	0.6946	0.7421	0.8615
0.4196	8.6479	614	0.7584	0.6946	0.7584	0.8709
0.4196	8.6761	616	0.7809	0.6662	0.7809	0.8837
0.4196	8.7042	618	0.8195	0.6346	0.8195	0.9053
0.4196	8.7324	620	0.8609	0.6276	0.8609	0.9278
0.4196	8.7606	622	0.8772	0.6262	0.8772	0.9366
0.4196	8.7887	624	0.8833	0.6262	0.8833	0.9399
0.4196	8.8169	626	0.8682	0.6304	0.8682	0.9318
0.4196	8.8451	628	0.8396	0.6297	0.8396	0.9163
0.4196	8.8732	630	0.8170	0.6486	0.8170	0.9039
0.4196	8.9014	632	0.8057	0.6501	0.8057	0.8976
0.4196	8.9296	634	0.7997	0.6493	0.7997	0.8943
0.4196	8.9577	636	0.7839	0.6493	0.7839	0.8854
0.4196	8.9859	638	0.7482	0.6946	0.7482	0.8650
0.4196	9.0141	640	0.7295	0.7163	0.7295	0.8541
0.4196	9.0423	642	0.7197	0.7163	0.7197	0.8483
0.4196	9.0704	644	0.7237	0.7163	0.7237	0.8507
0.4196	9.0986	646	0.7334	0.6965	0.7334	0.8564
0.4196	9.1268	648	0.7501	0.6946	0.7501	0.8661
0.4196	9.1549	650	0.7559	0.6850	0.7559	0.8694
0.4196	9.1831	652	0.7506	0.6850	0.7506	0.8664
0.4196	9.2113	654	0.7369	0.6946	0.7369	0.8584
0.4196	9.2394	656	0.7248	0.7063	0.7248	0.8514
0.4196	9.2676	658	0.7194	0.7063	0.7194	0.8481
0.4196	9.2958	660	0.7086	0.7206	0.7086	0.8418
0.4196	9.3239	662	0.6985	0.7270	0.6985	0.8357
0.4196	9.3521	664	0.6889	0.7210	0.6889	0.8300
0.4196	9.3803	666	0.6774	0.7313	0.6774	0.8231
0.4196	9.4085	668	0.6686	0.7417	0.6686	0.8177
0.4196	9.4366	670	0.6610	0.7379	0.6610	0.8130
0.4196	9.4648	672	0.6576	0.7379	0.6576	0.8109
0.4196	9.4930	674	0.6528	0.7401	0.6528	0.8080
0.4196	9.5211	676	0.6484	0.7401	0.6484	0.8052
0.4196	9.5493	678	0.6489	0.7363	0.6489	0.8056
0.4196	9.5775	680	0.6511	0.7341	0.6511	0.8069
0.4196	9.6056	682	0.6579	0.7379	0.6579	0.8111
0.4196	9.6338	684	0.6657	0.7379	0.6657	0.8159
0.4196	9.6620	686	0.6685	0.7417	0.6685	0.8176
0.4196	9.6901	688	0.6733	0.7417	0.6733	0.8206
0.4196	9.7183	690	0.6748	0.7417	0.6748	0.8215
0.4196	9.7465	692	0.6774	0.7417	0.6774	0.8230
0.4196	9.7746	694	0.6820	0.7313	0.6820	0.8258
0.4196	9.8028	696	0.6867	0.7210	0.6867	0.8286
0.4196	9.8310	698	0.6914	0.7210	0.6914	0.8315
0.4196	9.8592	700	0.6959	0.7210	0.6959	0.8342
0.4196	9.8873	702	0.6993	0.7270	0.6993	0.8362
0.4196	9.9155	704	0.7026	0.7270	0.7026	0.8382
0.4196	9.9437	706	0.7045	0.7270	0.7045	0.8393
0.4196	9.9718	708	0.7053	0.7270	0.7053	0.8398
0.4196	10.0	710	0.7057	0.7270	0.7057	0.8400

Framework versions

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