Arabic_FineTuningAraBERT_AugV4-trial2_k4_task1_organization_fold1

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: 0.6232
• Qwk: 0.7651
• Mse: 0.6232
• Rmse: 0.7894

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	0.0253	2	7.0775	0.0	7.0775	2.6604
No log	0.0506	4	5.0496	-0.0172	5.0496	2.2471
No log	0.0759	6	2.7616	0.0165	2.7616	1.6618
No log	0.1013	8	1.5229	-0.0085	1.5229	1.2341
No log	0.1266	10	1.2596	0.0421	1.2596	1.1223
No log	0.1519	12	0.9210	0.1026	0.9210	0.9597
No log	0.1772	14	1.0447	-0.0800	1.0447	1.0221
No log	0.2025	16	1.2528	0.2125	1.2528	1.1193
No log	0.2278	18	1.1886	0.0982	1.1886	1.0902
No log	0.2532	20	1.0058	0.2130	1.0058	1.0029
No log	0.2785	22	0.7026	0.4465	0.7026	0.8382
No log	0.3038	24	0.7591	0.4167	0.7591	0.8713
No log	0.3291	26	1.1714	0.4368	1.1714	1.0823
No log	0.3544	28	1.1252	0.3558	1.1252	1.0608
No log	0.3797	30	0.7012	0.4167	0.7012	0.8374
No log	0.4051	32	0.6013	0.5294	0.6013	0.7754
No log	0.4304	34	0.5960	0.5294	0.5960	0.7720
No log	0.4557	36	0.6259	0.4936	0.6259	0.7912
No log	0.4810	38	0.8166	0.6452	0.8166	0.9037
No log	0.5063	40	0.8700	0.6061	0.8700	0.9327
No log	0.5316	42	0.7402	0.5333	0.7402	0.8604
No log	0.5570	44	0.7867	0.5333	0.7867	0.8870
No log	0.5823	46	0.8832	0.6067	0.8832	0.9398
No log	0.6076	48	1.0954	0.6316	1.0954	1.0466
No log	0.6329	50	1.1209	0.6290	1.1209	1.0587
No log	0.6582	52	1.3005	0.6125	1.3005	1.1404
No log	0.6835	54	1.2001	0.5639	1.2001	1.0955
No log	0.7089	56	0.9853	0.6762	0.9853	0.9926
No log	0.7342	58	0.9958	0.6762	0.9958	0.9979
No log	0.7595	60	1.2887	0.5	1.2887	1.1352
No log	0.7848	62	1.5456	0.5127	1.5456	1.2432
No log	0.8101	64	1.4481	0.5127	1.4481	1.2034
No log	0.8354	66	1.1906	0.5625	1.1906	1.0912
No log	0.8608	68	1.4208	0.4437	1.4208	1.1920
No log	0.8861	70	1.3921	0.5238	1.3921	1.1799
No log	0.9114	72	1.0124	0.5772	1.0124	1.0062
No log	0.9367	74	0.8303	0.6038	0.8303	0.9112
No log	0.9620	76	0.8706	0.6038	0.8706	0.9330
No log	0.9873	78	0.9010	0.6038	0.9010	0.9492
No log	1.0127	80	1.2613	0.5000	1.2613	1.1231
No log	1.0380	82	1.5185	0.5084	1.5185	1.2323
No log	1.0633	84	1.5261	0.5127	1.5261	1.2353
No log	1.0886	86	1.3635	0.5127	1.3635	1.1677
No log	1.1139	88	0.9243	0.6711	0.9243	0.9614
No log	1.1392	90	0.7510	0.6028	0.7510	0.8666
No log	1.1646	92	0.7925	0.6592	0.7925	0.8903
No log	1.1899	94	0.9983	0.5977	0.9983	0.9991
No log	1.2152	96	1.3270	0.5692	1.3270	1.1520
No log	1.2405	98	1.3909	0.5333	1.3909	1.1794
No log	1.2658	100	1.1136	0.5463	1.1136	1.0553
No log	1.2911	102	0.9285	0.5984	0.9285	0.9636
No log	1.3165	104	0.8216	0.5725	0.8216	0.9064
No log	1.3418	106	0.7202	0.5817	0.7202	0.8486
No log	1.3671	108	0.7776	0.5817	0.7776	0.8818
No log	1.3924	110	0.8968	0.72	0.8968	0.9470
No log	1.4177	112	1.1740	0.6290	1.1740	1.0835
No log	1.4430	114	1.2349	0.5911	1.2349	1.1113
No log	1.4684	116	0.9924	0.7063	0.9924	0.9962
No log	1.4937	118	0.6770	0.7103	0.6770	0.8228
No log	1.5190	120	0.6326	0.6894	0.6326	0.7954
No log	1.5443	122	0.6965	0.6894	0.6965	0.8346
No log	1.5696	124	0.9408	0.7459	0.9408	0.9699
No log	1.5949	126	1.1968	0.6465	1.1968	1.0940
No log	1.6203	128	1.1108	0.7063	1.1108	1.0539
No log	1.6456	130	0.7485	0.7336	0.7485	0.8652
No log	1.6709	132	0.5817	0.5743	0.5817	0.7627
No log	1.6962	134	0.5917	0.6237	0.5917	0.7692
No log	1.7215	136	0.6696	0.7482	0.6696	0.8183
No log	1.7468	138	0.7191	0.7336	0.7191	0.8480
No log	1.7722	140	0.7540	0.7336	0.7540	0.8683
No log	1.7975	142	0.7810	0.7336	0.7810	0.8837
No log	1.8228	144	0.6762	0.7123	0.6762	0.8223
No log	1.8481	146	0.6913	0.7123	0.6913	0.8315
No log	1.8734	148	0.7060	0.6762	0.7060	0.8403
No log	1.8987	150	0.6097	0.6486	0.6097	0.7808
No log	1.9241	152	0.4871	0.5882	0.4871	0.6979
No log	1.9494	154	0.5075	0.7298	0.5075	0.7124
No log	1.9747	156	0.6195	0.7317	0.6195	0.7871
No log	2.0	158	0.7513	0.7508	0.7513	0.8668
No log	2.0253	160	0.7090	0.6763	0.7090	0.8420
No log	2.0506	162	0.6344	0.6872	0.6344	0.7965
No log	2.0759	164	0.6068	0.5906	0.6068	0.7790
No log	2.1013	166	0.6301	0.6571	0.6301	0.7938
No log	2.1266	168	0.7694	0.6189	0.7694	0.8771
No log	2.1519	170	0.8550	0.6667	0.8550	0.9247
No log	2.1772	172	0.9557	0.6242	0.9557	0.9776
No log	2.2025	174	0.9674	0.7123	0.9674	0.9836
No log	2.2278	176	0.8788	0.6667	0.8788	0.9374
No log	2.2532	178	0.7786	0.6667	0.7786	0.8824
No log	2.2785	180	0.6492	0.5552	0.6492	0.8057
No log	2.3038	182	0.6239	0.5591	0.6239	0.7899
No log	2.3291	184	0.6596	0.5509	0.6596	0.8122
No log	2.3544	186	0.8012	0.7123	0.8012	0.8951
No log	2.3797	188	0.8691	0.7123	0.8691	0.9322
No log	2.4051	190	0.7619	0.6205	0.7619	0.8729
No log	2.4304	192	0.6800	0.5505	0.6800	0.8246
No log	2.4557	194	0.6968	0.5392	0.6968	0.8348
No log	2.4810	196	0.7944	0.6189	0.7944	0.8913
No log	2.5063	198	1.0309	0.7183	1.0309	1.0153
No log	2.5316	200	0.9515	0.7183	0.9515	0.9755
No log	2.5570	202	0.7000	0.7111	0.7000	0.8367
No log	2.5823	204	0.6496	0.7308	0.6496	0.8060
No log	2.6076	206	0.8207	0.7482	0.8207	0.9059
No log	2.6329	208	1.0329	0.7138	1.0329	1.0163
No log	2.6582	210	1.0119	0.7138	1.0119	1.0059
No log	2.6835	212	0.8372	0.7482	0.8372	0.9150
No log	2.7089	214	0.6685	0.7308	0.6685	0.8176
No log	2.7342	216	0.6688	0.7308	0.6688	0.8178
No log	2.7595	218	0.7639	0.7308	0.7639	0.8740
No log	2.7848	220	0.8523	0.7183	0.8523	0.9232
No log	2.8101	222	0.8222	0.7118	0.8222	0.9067
No log	2.8354	224	0.9278	0.7118	0.9278	0.9632
No log	2.8608	226	0.8706	0.7118	0.8706	0.9331
No log	2.8861	228	0.7078	0.6686	0.7078	0.8413
No log	2.9114	230	0.6489	0.6686	0.6489	0.8056
No log	2.9367	232	0.6672	0.7442	0.6672	0.8168
No log	2.9620	234	0.8178	0.7336	0.8178	0.9043
No log	2.9873	236	0.9825	0.7063	0.9825	0.9912
No log	3.0127	238	0.9531	0.7138	0.9531	0.9763
No log	3.0380	240	0.6874	0.7266	0.6874	0.8291
No log	3.0633	242	0.4560	0.7490	0.4560	0.6753
No log	3.0886	244	0.4358	0.7490	0.4358	0.6601
No log	3.1139	246	0.5457	0.7328	0.5457	0.7387
No log	3.1392	248	0.9345	0.7336	0.9345	0.9667
No log	3.1646	250	1.2185	0.7407	1.2185	1.1039
No log	3.1899	252	1.1688	0.7063	1.1688	1.0811
No log	3.2152	254	0.9045	0.7123	0.9045	0.9511
No log	3.2405	256	0.6870	0.7651	0.6870	0.8289
No log	3.2658	258	0.7013	0.7508	0.7013	0.8375
No log	3.2911	260	0.7455	0.7123	0.7455	0.8634
No log	3.3165	262	0.8372	0.7123	0.8372	0.9150
No log	3.3418	264	0.9928	0.7063	0.9928	0.9964
No log	3.3671	266	1.0449	0.7063	1.0449	1.0222
No log	3.3924	268	0.9262	0.7063	0.9262	0.9624
No log	3.4177	270	0.7230	0.7123	0.7230	0.8503
No log	3.4430	272	0.5622	0.6894	0.5622	0.7498
No log	3.4684	274	0.5371	0.6198	0.5371	0.7329
No log	3.4937	276	0.5917	0.6894	0.5917	0.7692
No log	3.5190	278	0.7242	0.7651	0.7242	0.8510
No log	3.5443	280	0.9307	0.7508	0.9307	0.9647
No log	3.5696	282	1.0605	0.7459	1.0605	1.0298
No log	3.5949	284	1.0885	0.7459	1.0885	1.0433
No log	3.6203	286	1.0172	0.7459	1.0172	1.0086
No log	3.6456	288	0.9228	0.7063	0.9228	0.9606
No log	3.6709	290	0.7748	0.7123	0.7748	0.8802
No log	3.6962	292	0.7355	0.7260	0.7355	0.8576
No log	3.7215	294	0.7252	0.7482	0.7252	0.8516
No log	3.7468	296	0.7605	0.72	0.7605	0.8721
No log	3.7722	298	0.8038	0.72	0.8038	0.8966
No log	3.7975	300	0.8219	0.7603	0.8219	0.9066
No log	3.8228	302	0.8331	0.7603	0.8331	0.9127
No log	3.8481	304	0.7817	0.7603	0.7817	0.8841
No log	3.8734	306	0.7332	0.7603	0.7332	0.8563
No log	3.8987	308	0.6836	0.7390	0.6836	0.8268
No log	3.9241	310	0.6607	0.7179	0.6607	0.8128
No log	3.9494	312	0.6755	0.7179	0.6755	0.8219
No log	3.9747	314	0.6306	0.6500	0.6306	0.7941
No log	4.0	316	0.5730	0.5789	0.5730	0.7570
No log	4.0253	318	0.6062	0.4429	0.6062	0.7786
No log	4.0506	320	0.6496	0.4726	0.6496	0.8060
No log	4.0759	322	0.6923	0.5455	0.6923	0.8320
No log	4.1013	324	0.8502	0.7048	0.8502	0.9221
No log	4.1266	326	1.1164	0.6053	1.1164	1.0566
No log	4.1519	328	1.1871	0.6879	1.1871	1.0895
No log	4.1772	330	1.0464	0.6535	1.0464	1.0229
No log	4.2025	332	0.8461	0.7048	0.8461	0.9198
No log	4.2278	334	0.7829	0.7048	0.7829	0.8848
No log	4.2532	336	0.7726	0.7651	0.7726	0.8789
No log	4.2785	338	0.8018	0.7390	0.8018	0.8955
No log	4.3038	340	0.7521	0.7651	0.7521	0.8672
No log	4.3291	342	0.7225	0.7651	0.7225	0.8500
No log	4.3544	344	0.6500	0.7165	0.6500	0.8063
No log	4.3797	346	0.6448	0.7165	0.6448	0.8030
No log	4.4051	348	0.6731	0.7805	0.6731	0.8204
No log	4.4304	350	0.6321	0.7805	0.6321	0.7950
No log	4.4557	352	0.6466	0.7805	0.6466	0.8041
No log	4.4810	354	0.6616	0.7535	0.6616	0.8134
No log	4.5063	356	0.6946	0.7535	0.6946	0.8334
No log	4.5316	358	0.7080	0.7390	0.7080	0.8414
No log	4.5570	360	0.6503	0.7464	0.6503	0.8064
No log	4.5823	362	0.6496	0.7464	0.6496	0.8060
No log	4.6076	364	0.6906	0.7317	0.6906	0.8310
No log	4.6329	366	0.7751	0.7260	0.7751	0.8804
No log	4.6582	368	0.8407	0.6617	0.8407	0.9169
No log	4.6835	370	0.8793	0.7063	0.8793	0.9377
No log	4.7089	372	0.7977	0.7603	0.7977	0.8931
No log	4.7342	374	0.6679	0.7042	0.6679	0.8172
No log	4.7595	376	0.6021	0.7464	0.6021	0.7759
No log	4.7848	378	0.6422	0.7317	0.6422	0.8014
No log	4.8101	380	0.7903	0.7255	0.7903	0.8890
No log	4.8354	382	0.9421	0.7459	0.9421	0.9706
No log	4.8608	384	0.9437	0.7459	0.9437	0.9715
No log	4.8861	386	0.8549	0.7508	0.8549	0.9246
No log	4.9114	388	0.7038	0.7181	0.7038	0.8389
No log	4.9367	390	0.6191	0.7317	0.6191	0.7868
No log	4.9620	392	0.6733	0.7317	0.6733	0.8205
No log	4.9873	394	0.7463	0.7181	0.7463	0.8639
No log	5.0127	396	0.7621	0.7181	0.7621	0.8730
No log	5.0380	398	0.7728	0.7181	0.7728	0.8791
No log	5.0633	400	0.6971	0.7317	0.6971	0.8349
No log	5.0886	402	0.6235	0.7317	0.6235	0.7896
No log	5.1139	404	0.6489	0.7237	0.6489	0.8055
No log	5.1392	406	0.7588	0.7651	0.7588	0.8711
No log	5.1646	408	0.8162	0.7508	0.8162	0.9034
No log	5.1899	410	0.8136	0.7508	0.8136	0.9020
No log	5.2152	412	0.8185	0.7255	0.8185	0.9047
No log	5.2405	414	0.7518	0.7508	0.7518	0.8671
No log	5.2658	416	0.6812	0.7651	0.6812	0.8253
No log	5.2911	418	0.6178	0.7317	0.6178	0.7860
No log	5.3165	420	0.5986	0.7317	0.5986	0.7737
No log	5.3418	422	0.6090	0.7317	0.6090	0.7804
No log	5.3671	424	0.6496	0.7317	0.6496	0.8060
No log	5.3924	426	0.7092	0.7508	0.7092	0.8421
No log	5.4177	428	0.6990	0.7508	0.6990	0.8360
No log	5.4430	430	0.7146	0.7508	0.7146	0.8453
No log	5.4684	432	0.7418	0.7508	0.7418	0.8613
No log	5.4937	434	0.7336	0.7508	0.7336	0.8565
No log	5.5190	436	0.7072	0.7508	0.7072	0.8410
No log	5.5443	438	0.6754	0.7317	0.6754	0.8218
No log	5.5696	440	0.6917	0.7116	0.6917	0.8317
No log	5.5949	442	0.7553	0.6316	0.7553	0.8691
No log	5.6203	444	0.7829	0.6202	0.7829	0.8848
No log	5.6456	446	0.7685	0.7116	0.7685	0.8766
No log	5.6709	448	0.7077	0.7260	0.7077	0.8412
No log	5.6962	450	0.6892	0.7651	0.6892	0.8302
No log	5.7215	452	0.7174	0.7651	0.7174	0.8470
No log	5.7468	454	0.8268	0.7508	0.8268	0.9093
No log	5.7722	456	0.8679	0.7508	0.8679	0.9316
No log	5.7975	458	0.9134	0.7712	0.9134	0.9557
No log	5.8228	460	0.8352	0.7508	0.8352	0.9139
No log	5.8481	462	0.7148	0.7651	0.7148	0.8455
No log	5.8734	464	0.7100	0.7651	0.7100	0.8426
No log	5.8987	466	0.7532	0.7508	0.7532	0.8678
No log	5.9241	468	0.7787	0.7508	0.7787	0.8824
No log	5.9494	470	0.7144	0.7508	0.7144	0.8452
No log	5.9747	472	0.6213	0.7317	0.6213	0.7882
No log	6.0	474	0.5827	0.7317	0.5827	0.7634
No log	6.0253	476	0.5949	0.7317	0.5949	0.7713
No log	6.0506	478	0.6793	0.7508	0.6793	0.8242
No log	6.0759	480	0.7333	0.7508	0.7333	0.8563
No log	6.1013	482	0.7609	0.7508	0.7609	0.8723
No log	6.1266	484	0.7714	0.7508	0.7714	0.8783
No log	6.1519	486	0.7110	0.7508	0.7110	0.8432
No log	6.1772	488	0.6140	0.7508	0.6140	0.7836
No log	6.2025	490	0.5176	0.7237	0.5176	0.7194
No log	6.2278	492	0.4941	0.7237	0.4941	0.7029
No log	6.2532	494	0.5144	0.7317	0.5144	0.7172
No log	6.2785	496	0.5824	0.7317	0.5824	0.7631
No log	6.3038	498	0.6989	0.7508	0.6989	0.8360
0.4329	6.3291	500	0.7187	0.7508	0.7187	0.8478
0.4329	6.3544	502	0.6692	0.7508	0.6692	0.8181
0.4329	6.3797	504	0.5853	0.7317	0.5853	0.7651
0.4329	6.4051	506	0.5106	0.7464	0.5106	0.7146
0.4329	6.4304	508	0.4521	0.7910	0.4521	0.6724
0.4329	6.4557	510	0.4517	0.7910	0.4517	0.6721
0.4329	6.4810	512	0.4801	0.7464	0.4801	0.6929
0.4329	6.5063	514	0.5442	0.7317	0.5442	0.7377
0.4329	6.5316	516	0.6619	0.7508	0.6619	0.8136
0.4329	6.5570	518	0.8355	0.7712	0.8355	0.9140
0.4329	6.5823	520	0.9058	0.7459	0.9058	0.9517
0.4329	6.6076	522	0.8525	0.7712	0.8525	0.9233
0.4329	6.6329	524	0.7261	0.7712	0.7261	0.8521
0.4329	6.6582	526	0.6267	0.7712	0.6267	0.7916
0.4329	6.6835	528	0.5569	0.7317	0.5569	0.7462
0.4329	6.7089	530	0.5567	0.7317	0.5567	0.7461
0.4329	6.7342	532	0.6079	0.7508	0.6079	0.7797
0.4329	6.7595	534	0.7331	0.7712	0.7331	0.8562
0.4329	6.7848	536	0.8158	0.7712	0.8158	0.9032
0.4329	6.8101	538	0.8232	0.7712	0.8232	0.9073
0.4329	6.8354	540	0.7890	0.7712	0.7890	0.8883
0.4329	6.8608	542	0.7315	0.7712	0.7315	0.8553
0.4329	6.8861	544	0.6434	0.7508	0.6434	0.8021
0.4329	6.9114	546	0.5992	0.7651	0.5992	0.7741
0.4329	6.9367	548	0.6157	0.7651	0.6157	0.7847
0.4329	6.9620	550	0.6766	0.7508	0.6766	0.8225
0.4329	6.9873	552	0.7907	0.7336	0.7907	0.8892
0.4329	7.0127	554	0.8381	0.7336	0.8381	0.9155
0.4329	7.0380	556	0.8378	0.7336	0.8378	0.9153
0.4329	7.0633	558	0.7733	0.7336	0.7733	0.8794
0.4329	7.0886	560	0.6903	0.7508	0.6903	0.8308
0.4329	7.1139	562	0.6844	0.7508	0.6844	0.8273
0.4329	7.1392	564	0.6514	0.7651	0.6514	0.8071
0.4329	7.1646	566	0.6599	0.7508	0.6599	0.8123
0.4329	7.1899	568	0.6659	0.7651	0.6659	0.8161
0.4329	7.2152	570	0.6713	0.7260	0.6713	0.8193
0.4329	7.2405	572	0.6535	0.7651	0.6535	0.8084
0.4329	7.2658	574	0.6363	0.7651	0.6363	0.7977
0.4329	7.2911	576	0.6274	0.7651	0.6274	0.7921
0.4329	7.3165	578	0.6827	0.7508	0.6827	0.8262
0.4329	7.3418	580	0.6968	0.7508	0.6968	0.8347
0.4329	7.3671	582	0.6680	0.7508	0.6680	0.8173
0.4329	7.3924	584	0.6786	0.7508	0.6786	0.8238
0.4329	7.4177	586	0.6700	0.7508	0.6700	0.8186
0.4329	7.4430	588	0.6745	0.7508	0.6745	0.8213
0.4329	7.4684	590	0.6811	0.7508	0.6811	0.8253
0.4329	7.4937	592	0.6800	0.7508	0.6800	0.8246
0.4329	7.5190	594	0.6200	0.7317	0.6200	0.7874
0.4329	7.5443	596	0.5998	0.7317	0.5998	0.7745
0.4329	7.5696	598	0.6183	0.7317	0.6183	0.7863
0.4329	7.5949	600	0.6324	0.7317	0.6324	0.7953
0.4329	7.6203	602	0.6520	0.7864	0.6520	0.8074
0.4329	7.6456	604	0.6929	0.7712	0.6929	0.8324
0.4329	7.6709	606	0.6909	0.7712	0.6909	0.8312
0.4329	7.6962	608	0.6534	0.7651	0.6534	0.8084
0.4329	7.7215	610	0.6473	0.7651	0.6473	0.8046
0.4329	7.7468	612	0.6094	0.7651	0.6094	0.7807
0.4329	7.7722	614	0.5578	0.7651	0.5578	0.7469
0.4329	7.7975	616	0.5498	0.7317	0.5498	0.7415
0.4329	7.8228	618	0.5671	0.7651	0.5671	0.7531
0.4329	7.8481	620	0.6038	0.7651	0.6038	0.7770
0.4329	7.8734	622	0.6357	0.7651	0.6357	0.7973
0.4329	7.8987	624	0.6522	0.7651	0.6522	0.8076
0.4329	7.9241	626	0.6358	0.7651	0.6358	0.7974
0.4329	7.9494	628	0.6264	0.7651	0.6264	0.7915
0.4329	7.9747	630	0.6282	0.7651	0.6282	0.7926
0.4329	8.0	632	0.6393	0.7651	0.6393	0.7996
0.4329	8.0253	634	0.6268	0.7317	0.6268	0.7917
0.4329	8.0506	636	0.6123	0.7317	0.6123	0.7825
0.4329	8.0759	638	0.6233	0.7317	0.6233	0.7895
0.4329	8.1013	640	0.6323	0.7317	0.6323	0.7952
0.4329	8.1266	642	0.6354	0.7317	0.6354	0.7971
0.4329	8.1519	644	0.6418	0.7651	0.6418	0.8011
0.4329	8.1772	646	0.6247	0.7317	0.6247	0.7904
0.4329	8.2025	648	0.5934	0.7317	0.5934	0.7703
0.4329	8.2278	650	0.5975	0.7317	0.5975	0.7730
0.4329	8.2532	652	0.6052	0.7317	0.6052	0.7779
0.4329	8.2785	654	0.6277	0.7317	0.6277	0.7923
0.4329	8.3038	656	0.6665	0.7651	0.6665	0.8164
0.4329	8.3291	658	0.7051	0.7508	0.7051	0.8397
0.4329	8.3544	660	0.7287	0.7508	0.7287	0.8536
0.4329	8.3797	662	0.7323	0.7508	0.7323	0.8557
0.4329	8.4051	664	0.7244	0.7508	0.7244	0.8511
0.4329	8.4304	666	0.6837	0.7508	0.6837	0.8269
0.4329	8.4557	668	0.6467	0.7651	0.6467	0.8042
0.4329	8.4810	670	0.6462	0.7651	0.6462	0.8039
0.4329	8.5063	672	0.6812	0.7651	0.6812	0.8253
0.4329	8.5316	674	0.7105	0.7508	0.7105	0.8429
0.4329	8.5570	676	0.7382	0.7123	0.7382	0.8592
0.4329	8.5823	678	0.7319	0.7123	0.7319	0.8555
0.4329	8.6076	680	0.7227	0.7123	0.7227	0.8501
0.4329	8.6329	682	0.6881	0.7123	0.6881	0.8295
0.4329	8.6582	684	0.6510	0.7651	0.6510	0.8068
0.4329	8.6835	686	0.6245	0.7651	0.6245	0.7903
0.4329	8.7089	688	0.6066	0.7651	0.6066	0.7789
0.4329	8.7342	690	0.5922	0.7317	0.5922	0.7695
0.4329	8.7595	692	0.5993	0.7651	0.5993	0.7742
0.4329	8.7848	694	0.6240	0.7651	0.6240	0.7899
0.4329	8.8101	696	0.6472	0.7651	0.6472	0.8045
0.4329	8.8354	698	0.6854	0.7508	0.6854	0.8279
0.4329	8.8608	700	0.7152	0.7508	0.7152	0.8457
0.4329	8.8861	702	0.7448	0.7712	0.7448	0.8630
0.4329	8.9114	704	0.7813	0.7712	0.7813	0.8839
0.4329	8.9367	706	0.7778	0.7712	0.7778	0.8819
0.4329	8.9620	708	0.7446	0.7712	0.7446	0.8629
0.4329	8.9873	710	0.7048	0.7508	0.7048	0.8395
0.4329	9.0127	712	0.6624	0.7651	0.6624	0.8139
0.4329	9.0380	714	0.6200	0.7651	0.6200	0.7874
0.4329	9.0633	716	0.5896	0.7651	0.5896	0.7678
0.4329	9.0886	718	0.5776	0.7651	0.5776	0.7600
0.4329	9.1139	720	0.5757	0.7651	0.5757	0.7588
0.4329	9.1392	722	0.5764	0.7651	0.5764	0.7592
0.4329	9.1646	724	0.5781	0.7651	0.5781	0.7604
0.4329	9.1899	726	0.5858	0.7651	0.5858	0.7654
0.4329	9.2152	728	0.6063	0.7651	0.6063	0.7787
0.4329	9.2405	730	0.6313	0.7651	0.6313	0.7946
0.4329	9.2658	732	0.6427	0.7651	0.6427	0.8017
0.4329	9.2911	734	0.6514	0.7651	0.6514	0.8071
0.4329	9.3165	736	0.6572	0.7651	0.6572	0.8107
0.4329	9.3418	738	0.6570	0.7651	0.6570	0.8106
0.4329	9.3671	740	0.6515	0.7651	0.6515	0.8071
0.4329	9.3924	742	0.6459	0.7651	0.6459	0.8037
0.4329	9.4177	744	0.6391	0.7651	0.6391	0.7994
0.4329	9.4430	746	0.6362	0.7651	0.6362	0.7976
0.4329	9.4684	748	0.6394	0.7651	0.6394	0.7996
0.4329	9.4937	750	0.6494	0.7651	0.6494	0.8058
0.4329	9.5190	752	0.6522	0.7651	0.6522	0.8076
0.4329	9.5443	754	0.6614	0.7651	0.6614	0.8132
0.4329	9.5696	756	0.6662	0.7651	0.6662	0.8162
0.4329	9.5949	758	0.6627	0.7651	0.6627	0.8140
0.4329	9.6203	760	0.6557	0.7651	0.6557	0.8098
0.4329	9.6456	762	0.6470	0.7651	0.6470	0.8044
0.4329	9.6709	764	0.6381	0.7651	0.6381	0.7988
0.4329	9.6962	766	0.6301	0.7651	0.6301	0.7938
0.4329	9.7215	768	0.6282	0.7651	0.6282	0.7926
0.4329	9.7468	770	0.6292	0.7651	0.6292	0.7932
0.4329	9.7722	772	0.6290	0.7651	0.6290	0.7931
0.4329	9.7975	774	0.6269	0.7651	0.6269	0.7918
0.4329	9.8228	776	0.6248	0.7651	0.6248	0.7904
0.4329	9.8481	778	0.6242	0.7651	0.6242	0.7901
0.4329	9.8734	780	0.6250	0.7651	0.6250	0.7905
0.4329	9.8987	782	0.6244	0.7651	0.6244	0.7902
0.4329	9.9241	784	0.6241	0.7651	0.6241	0.7900
0.4329	9.9494	786	0.6236	0.7651	0.6236	0.7897
0.4329	9.9747	788	0.6233	0.7651	0.6233	0.7895
0.4329	10.0	790	0.6232	0.7651	0.6232	0.7894

Framework versions

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