ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k11_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: 0.9469
• Qwk: 0.0250
• Mse: 0.9469
• Rmse: 0.9731

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0645	2	3.6127	0.0183	3.6127	1.9007
No log	0.1290	4	2.0410	0.0431	2.0410	1.4286
No log	0.1935	6	1.5048	-0.0241	1.5048	1.2267
No log	0.2581	8	1.1919	0.0282	1.1919	1.0917
No log	0.3226	10	0.8281	-0.2167	0.8281	0.9100
No log	0.3871	12	0.8849	-0.0459	0.8849	0.9407
No log	0.4516	14	1.1748	-0.0178	1.1748	1.0839
No log	0.5161	16	1.7600	-0.0743	1.7600	1.3267
No log	0.5806	18	1.8014	-0.0743	1.8014	1.3422
No log	0.6452	20	1.2788	-0.0446	1.2788	1.1308
No log	0.7097	22	0.9766	0.0089	0.9766	0.9882
No log	0.7742	24	0.7767	-0.0215	0.7767	0.8813
No log	0.8387	26	1.0235	0.0260	1.0235	1.0117
No log	0.9032	28	1.8303	-0.0263	1.8303	1.3529
No log	0.9677	30	1.5123	-0.0215	1.5123	1.2298
No log	1.0323	32	0.8342	0.1502	0.8342	0.9134
No log	1.0968	34	0.7456	0.0807	0.7456	0.8635
No log	1.1613	36	0.8103	0.0316	0.8103	0.9002
No log	1.2258	38	1.1055	0.0358	1.1055	1.0514
No log	1.2903	40	1.4066	0.0279	1.4066	1.1860
No log	1.3548	42	1.1433	0.0196	1.1433	1.0692
No log	1.4194	44	0.8617	-0.1203	0.8617	0.9283
No log	1.4839	46	0.7913	-0.0427	0.7913	0.8896
No log	1.5484	48	0.7787	0.0496	0.7787	0.8824
No log	1.6129	50	0.8870	-0.1121	0.8870	0.9418
No log	1.6774	52	1.2379	-0.0610	1.2379	1.1126
No log	1.7419	54	1.5234	0.0130	1.5234	1.2343
No log	1.8065	56	1.9287	0.0175	1.9287	1.3888
No log	1.8710	58	1.3200	-0.0067	1.3200	1.1489
No log	1.9355	60	0.8098	-0.1121	0.8098	0.8999
No log	2.0	62	0.8247	-0.0385	0.8247	0.9081
No log	2.0645	64	0.8230	-0.0237	0.8230	0.9072
No log	2.1290	66	0.7717	0.0732	0.7717	0.8785
No log	2.1935	68	1.0266	0.0107	1.0266	1.0132
No log	2.2581	70	1.6828	0.0901	1.6828	1.2972
No log	2.3226	72	1.8934	0.0619	1.8934	1.3760
No log	2.3871	74	1.1362	0.0336	1.1362	1.0659
No log	2.4516	76	0.8336	0.1724	0.8336	0.9130
No log	2.5161	78	0.8641	0.0770	0.8641	0.9296
No log	2.5806	80	0.7641	-0.0473	0.7641	0.8741
No log	2.6452	82	0.7722	0.1336	0.7722	0.8788
No log	2.7097	84	1.5289	0.1432	1.5289	1.2365
No log	2.7742	86	1.8015	0.0168	1.8015	1.3422
No log	2.8387	88	1.5044	0.0130	1.5044	1.2266
No log	2.9032	90	1.1154	-0.0291	1.1154	1.0561
No log	2.9677	92	1.0834	0.0045	1.0834	1.0409
No log	3.0323	94	1.0762	0.0045	1.0762	1.0374
No log	3.0968	96	1.0765	0.0065	1.0765	1.0375
No log	3.1613	98	0.8825	-0.0076	0.8825	0.9394
No log	3.2258	100	0.7739	-0.0108	0.7739	0.8797
No log	3.2903	102	0.8577	0.0134	0.8577	0.9261
No log	3.3548	104	0.9768	0.0605	0.9768	0.9883
No log	3.4194	106	1.0080	0.0298	1.0080	1.0040
No log	3.4839	108	1.0631	-0.0066	1.0631	1.0310
No log	3.5484	110	1.3819	0.0594	1.3819	1.1756
No log	3.6129	112	1.5944	-0.0330	1.5944	1.2627
No log	3.6774	114	1.1907	0.0448	1.1907	1.0912
No log	3.7419	116	1.1693	0.0799	1.1693	1.0813
No log	3.8065	118	1.1946	0.0741	1.1946	1.0930
No log	3.8710	120	1.2486	0.0134	1.2486	1.1174
No log	3.9355	122	0.9777	-0.1444	0.9777	0.9888
No log	4.0	124	0.9237	-0.2056	0.9237	0.9611
No log	4.0645	126	0.9116	-0.1204	0.9116	0.9548
No log	4.1290	128	1.0365	-0.0322	1.0365	1.0181
No log	4.1935	130	1.4009	-0.1172	1.4009	1.1836
No log	4.2581	132	1.3497	-0.0582	1.3497	1.1618
No log	4.3226	134	0.9447	0.0118	0.9447	0.9719
No log	4.3871	136	0.8581	-0.0963	0.8581	0.9264
No log	4.4516	138	0.8733	-0.0602	0.8733	0.9345
No log	4.5161	140	1.1182	0.1150	1.1182	1.0574
No log	4.5806	142	1.4991	-0.0369	1.4991	1.2244
No log	4.6452	144	1.3062	0.0296	1.3062	1.1429
No log	4.7097	146	0.9839	0.0250	0.9839	0.9919
No log	4.7742	148	0.8076	0.0255	0.8076	0.8987
No log	4.8387	150	0.8088	0.1181	0.8088	0.8993
No log	4.9032	152	0.9730	0.0250	0.9730	0.9864
No log	4.9677	154	1.1666	0.0753	1.1666	1.0801
No log	5.0323	156	0.9703	-0.0030	0.9703	0.9850
No log	5.0968	158	0.8388	0.1053	0.8388	0.9158
No log	5.1613	160	0.8325	0.1775	0.8325	0.9124
No log	5.2258	162	0.9052	0.1225	0.9052	0.9514
No log	5.2903	164	1.1356	0.0881	1.1356	1.0657
No log	5.3548	166	1.1486	0.0843	1.1486	1.0717
No log	5.4194	168	0.8620	0.0831	0.8620	0.9284
No log	5.4839	170	0.8055	0.1228	0.8055	0.8975
No log	5.5484	172	0.8226	-0.0354	0.8226	0.9070
No log	5.6129	174	0.8314	0.0208	0.8314	0.9118
No log	5.6774	176	0.9214	0.0618	0.9214	0.9599
No log	5.7419	178	1.1474	-0.0331	1.1474	1.0712
No log	5.8065	180	1.0572	0.0129	1.0572	1.0282
No log	5.8710	182	0.7658	0.0732	0.7658	0.8751
No log	5.9355	184	0.7973	-0.0271	0.7973	0.8929
No log	6.0	186	0.7650	-0.0837	0.7650	0.8746
No log	6.0645	188	0.7955	0.0956	0.7955	0.8919
No log	6.1290	190	1.0012	0.0250	1.0012	1.0006
No log	6.1935	192	1.2308	0.0723	1.2308	1.1094
No log	6.2581	194	0.9799	0.0277	0.9799	0.9899
No log	6.3226	196	0.7904	0.0504	0.7904	0.8891
No log	6.3871	198	0.7743	0.0650	0.7743	0.8799
No log	6.4516	200	0.7981	0.0913	0.7981	0.8934
No log	6.5161	202	1.0444	0.0556	1.0444	1.0220
No log	6.5806	204	1.1534	-0.0211	1.1534	1.0740
No log	6.6452	206	0.8928	0.1065	0.8928	0.9449
No log	6.7097	208	0.7634	0.1254	0.7634	0.8737
No log	6.7742	210	0.8337	0.0041	0.8337	0.9130
No log	6.8387	212	1.0436	-0.0539	1.0436	1.0216
No log	6.9032	214	0.9376	0.1106	0.9376	0.9683
No log	6.9677	216	0.7932	0.1003	0.7932	0.8906
No log	7.0323	218	0.7501	0.0028	0.7501	0.8661
No log	7.0968	220	0.7407	0.0874	0.7407	0.8607
No log	7.1613	222	0.9103	0.1445	0.9103	0.9541
No log	7.2258	224	1.0523	0.0111	1.0523	1.0258
No log	7.2903	226	0.8328	0.1106	0.8328	0.9126
No log	7.3548	228	0.7230	0.0828	0.7230	0.8503
No log	7.4194	230	0.7295	0.0394	0.7295	0.8541
No log	7.4839	232	0.7867	0.1329	0.7867	0.8870
No log	7.5484	234	1.0057	0.0152	1.0057	1.0028
No log	7.6129	236	0.9506	0.0224	0.9506	0.9750
No log	7.6774	238	0.7677	0.1193	0.7677	0.8762
No log	7.7419	240	0.7022	0.0068	0.7022	0.8380
No log	7.8065	242	0.7471	-0.0881	0.7471	0.8643
No log	7.8710	244	0.7067	0.0031	0.7067	0.8407
No log	7.9355	246	0.7176	0.1249	0.7176	0.8471
No log	8.0	248	0.7971	0.1687	0.7971	0.8928
No log	8.0645	250	0.8380	0.1633	0.8380	0.9154
No log	8.1290	252	0.8057	0.0884	0.8057	0.8976
No log	8.1935	254	0.7976	0.0597	0.7976	0.8931
No log	8.2581	256	0.8038	0.0959	0.8038	0.8965
No log	8.3226	258	0.7696	-0.0567	0.7696	0.8773
No log	8.3871	260	0.7571	0.0454	0.7571	0.8701
No log	8.4516	262	0.7956	0.0956	0.7956	0.8920
No log	8.5161	264	1.1833	0.0025	1.1833	1.0878
No log	8.5806	266	1.9123	-0.0050	1.9123	1.3829
No log	8.6452	268	1.9088	0.0128	1.9088	1.3816
No log	8.7097	270	1.3891	-0.0647	1.3891	1.1786
No log	8.7742	272	0.8952	0.0755	0.8952	0.9462
No log	8.8387	274	0.7981	0.1001	0.7981	0.8934
No log	8.9032	276	0.8019	0.0956	0.8019	0.8955
No log	8.9677	278	0.9081	0.1106	0.9081	0.9530
No log	9.0323	280	0.9630	0.0684	0.9630	0.9813
No log	9.0968	282	0.9510	0.0727	0.9510	0.9752
No log	9.1613	284	0.9531	0.0727	0.9531	0.9763
No log	9.2258	286	0.9914	0.0250	0.9914	0.9957
No log	9.2903	288	1.1641	-0.0361	1.1641	1.0789
No log	9.3548	290	1.2754	-0.0435	1.2754	1.1293
No log	9.4194	292	1.2260	-0.0435	1.2260	1.1072
No log	9.4839	294	1.0353	-0.0931	1.0353	1.0175
No log	9.5484	296	0.8735	0.0719	0.8735	0.9346
No log	9.6129	298	0.8198	0.1286	0.8198	0.9055
No log	9.6774	300	0.8999	0.0556	0.8999	0.9486
No log	9.7419	302	1.0351	-0.0695	1.0351	1.0174
No log	9.8065	304	0.9976	-0.0977	0.9976	0.9988
No log	9.8710	306	0.8231	0.1193	0.8231	0.9073
No log	9.9355	308	0.7471	0.0524	0.7471	0.8644
No log	10.0	310	0.7555	0.0571	0.7555	0.8692
No log	10.0645	312	0.8165	0.1001	0.8165	0.9036
No log	10.1290	314	1.0842	-0.0937	1.0842	1.0412
No log	10.1935	316	1.1149	-0.0948	1.1149	1.0559
No log	10.2581	318	0.8997	0.1025	0.8997	0.9485
No log	10.3226	320	0.7898	0.0	0.7898	0.8887
No log	10.3871	322	0.7889	-0.0385	0.7889	0.8882
No log	10.4516	324	0.7713	0.0089	0.7713	0.8783
No log	10.5161	326	0.8659	0.1445	0.8659	0.9305
No log	10.5806	328	1.0019	-0.0245	1.0019	1.0009
No log	10.6452	330	0.9497	0.0526	0.9497	0.9745
No log	10.7097	332	0.7651	0.0956	0.7651	0.8747
No log	10.7742	334	0.7256	0.0247	0.7256	0.8518
No log	10.8387	336	0.7693	0.1387	0.7693	0.8771
No log	10.9032	338	0.7736	0.1687	0.7736	0.8796
No log	10.9677	340	0.7625	0.1495	0.7625	0.8732
No log	11.0323	342	0.7630	0.1585	0.7630	0.8735
No log	11.0968	344	0.7850	0.1585	0.7850	0.8860
No log	11.1613	346	0.8962	0.0755	0.8962	0.9467
No log	11.2258	348	1.1374	0.0104	1.1374	1.0665
No log	11.2903	350	1.0764	-0.0157	1.0764	1.0375
No log	11.3548	352	0.8619	0.0793	0.8619	0.9284
No log	11.4194	354	0.7730	0.1379	0.7730	0.8792
No log	11.4839	356	0.7608	0.1440	0.7608	0.8722
No log	11.5484	358	0.7756	0.1286	0.7756	0.8807
No log	11.6129	360	0.7560	0.1387	0.7560	0.8695
No log	11.6774	362	0.7195	0.1095	0.7195	0.8482
No log	11.7419	364	0.7160	0.0269	0.7160	0.8462
No log	11.8065	366	0.7466	0.0470	0.7466	0.8641
No log	11.8710	368	0.8401	0.1065	0.8401	0.9166
No log	11.9355	370	0.8993	0.0651	0.8993	0.9483
No log	12.0	372	0.9820	0.0587	0.9820	0.9909
No log	12.0645	374	0.9377	0.0618	0.9377	0.9684
No log	12.1290	376	0.8588	0.0651	0.8588	0.9267
No log	12.1935	378	0.8167	0.1106	0.8167	0.9037
No log	12.2581	380	0.7147	0.1096	0.7147	0.8454
No log	12.3226	382	0.7077	0.2053	0.7077	0.8413
No log	12.3871	384	0.7219	0.1541	0.7219	0.8496
No log	12.4516	386	0.8315	0.1106	0.8315	0.9119
No log	12.5161	388	0.9356	0.0651	0.9356	0.9673
No log	12.5806	390	0.8591	0.0684	0.8591	0.9269
No log	12.6452	392	0.7593	0.1001	0.7593	0.8714
No log	12.7097	394	0.7458	0.1541	0.7458	0.8636
No log	12.7742	396	0.7650	0.1001	0.7650	0.8746
No log	12.8387	398	0.8530	0.0719	0.8530	0.9236
No log	12.9032	400	0.9003	0.0250	0.9003	0.9488
No log	12.9677	402	0.8435	0.0490	0.8435	0.9184
No log	13.0323	404	0.7937	0.0700	0.7937	0.8909
No log	13.0968	406	0.8185	0.0196	0.8185	0.9047
No log	13.1613	408	0.8940	0.1105	0.8940	0.9455
No log	13.2258	410	0.9702	0.0566	0.9702	0.9850
No log	13.2903	412	0.9746	0.0566	0.9746	0.9872
No log	13.3548	414	0.8353	0.0871	0.8353	0.9140
No log	13.4194	416	0.7497	0.0749	0.7497	0.8659
No log	13.4839	418	0.7424	0.1192	0.7424	0.8616
No log	13.5484	420	0.7850	0.0956	0.7850	0.8860
No log	13.6129	422	0.9757	-0.0211	0.9757	0.9878
No log	13.6774	424	1.1177	-0.0942	1.1177	1.0572
No log	13.7419	426	1.0699	-0.0311	1.0699	1.0343
No log	13.8065	428	0.8916	0.1493	0.8916	0.9443
No log	13.8710	430	0.7482	0.1192	0.7482	0.8650
No log	13.9355	432	0.7734	-0.0798	0.7734	0.8794
No log	14.0	434	0.7637	-0.0387	0.7637	0.8739
No log	14.0645	436	0.7402	0.0814	0.7402	0.8603
No log	14.1290	438	0.8004	0.1387	0.8004	0.8946
No log	14.1935	440	0.8427	0.1532	0.8427	0.9180
No log	14.2581	442	0.8819	0.1709	0.8819	0.9391
No log	14.3226	444	0.8978	0.1661	0.8978	0.9475
No log	14.3871	446	0.9020	0.0881	0.9020	0.9497
No log	14.4516	448	0.8522	0.1542	0.8522	0.9231
No log	14.5161	450	0.8319	0.1646	0.8319	0.9121
No log	14.5806	452	0.7960	0.1001	0.7960	0.8922
No log	14.6452	454	0.8169	0.1593	0.8169	0.9038
No log	14.7097	456	0.8431	0.0719	0.8431	0.9182
No log	14.7742	458	0.9188	0.0224	0.9188	0.9585
No log	14.8387	460	0.9711	0.0200	0.9711	0.9854
No log	14.9032	462	1.1284	-0.0905	1.1284	1.0623
No log	14.9677	464	1.1717	-0.0579	1.1717	1.0825
No log	15.0323	466	1.0034	0.0224	1.0034	1.0017
No log	15.0968	468	0.8375	0.1286	0.8375	0.9151
No log	15.1613	470	0.8146	0.0956	0.8146	0.9026
No log	15.2258	472	0.8042	0.1095	0.8042	0.8968
No log	15.2903	474	0.8067	0.2122	0.8067	0.8982
No log	15.3548	476	0.8898	0.0333	0.8898	0.9433
No log	15.4194	478	0.9674	-0.1228	0.9674	0.9836
No log	15.4839	480	0.9912	-0.1232	0.9912	0.9956
No log	15.5484	482	0.8949	-0.0097	0.8949	0.9460
No log	15.6129	484	0.8371	0.0871	0.8371	0.9149
No log	15.6774	486	0.8051	0.0562	0.8051	0.8973
No log	15.7419	488	0.7939	0.0562	0.7939	0.8910
No log	15.8065	490	0.8032	0.0956	0.8032	0.8962
No log	15.8710	492	0.8163	0.0793	0.8163	0.9035
No log	15.9355	494	0.8190	0.0793	0.8190	0.9050
No log	16.0	496	0.8525	0.0719	0.8525	0.9233
No log	16.0645	498	0.8587	0.1065	0.8587	0.9267
0.3051	16.1290	500	0.8475	0.0755	0.8475	0.9206
0.3051	16.1935	502	0.7971	0.0913	0.7971	0.8928
0.3051	16.2581	504	0.7788	0.0525	0.7788	0.8825
0.3051	16.3226	506	0.7888	0.0490	0.7888	0.8881
0.3051	16.3871	508	0.7625	0.0639	0.7625	0.8732
0.3051	16.4516	510	0.7557	0.0303	0.7557	0.8693
0.3051	16.5161	512	0.7629	0.0879	0.7629	0.8734
0.3051	16.5806	514	0.7512	0.0783	0.7512	0.8667
0.3051	16.6452	516	0.7483	0.0732	0.7483	0.8650
0.3051	16.7097	518	0.7903	0.0562	0.7903	0.8890
0.3051	16.7742	520	0.8792	0.1493	0.8792	0.9377
0.3051	16.8387	522	0.8846	0.1493	0.8846	0.9405
0.3051	16.9032	524	0.8042	0.0871	0.8042	0.8968
0.3051	16.9677	526	0.7449	0.1254	0.7449	0.8631
0.3051	17.0323	528	0.7431	0.0814	0.7431	0.8620
0.3051	17.0968	530	0.7779	0.1336	0.7779	0.8820
0.3051	17.1613	532	0.8353	0.1149	0.8353	0.9140
0.3051	17.2258	534	0.8009	0.1286	0.8009	0.8949
0.3051	17.2903	536	0.7943	0.1336	0.7943	0.8912
0.3051	17.3548	538	0.8240	0.1149	0.8240	0.9077
0.3051	17.4194	540	0.8171	0.1239	0.8171	0.9040
0.3051	17.4839	542	0.8066	0.1239	0.8066	0.8981
0.3051	17.5484	544	0.7792	0.1336	0.7792	0.8827
0.3051	17.6129	546	0.7734	0.1048	0.7734	0.8794
0.3051	17.6774	548	0.8127	0.0749	0.8127	0.9015
0.3051	17.7419	550	0.8608	0.0161	0.8608	0.9278
0.3051	17.8065	552	1.0288	0.0986	1.0288	1.0143
0.3051	17.8710	554	1.1699	-0.1241	1.1699	1.0816
0.3051	17.9355	556	1.1054	-0.0245	1.1054	1.0514
0.3051	18.0	558	0.9322	0.1149	0.9322	0.9655
0.3051	18.0645	560	0.8516	0.1387	0.8516	0.9228
0.3051	18.1290	562	0.8199	0.1440	0.8199	0.9055
0.3051	18.1935	564	0.8298	0.1387	0.8298	0.9109
0.3051	18.2581	566	0.8859	0.1542	0.8859	0.9412
0.3051	18.3226	568	0.8949	0.1493	0.8949	0.9460
0.3051	18.3871	570	0.8565	0.1286	0.8565	0.9255
0.3051	18.4516	572	0.7937	0.1612	0.7937	0.8909
0.3051	18.5161	574	0.7836	0.1740	0.7836	0.8852
0.3051	18.5806	576	0.7853	0.2150	0.7853	0.8862
0.3051	18.6452	578	0.7859	0.1675	0.7859	0.8865
0.3051	18.7097	580	0.8073	0.1495	0.8073	0.8985
0.3051	18.7742	582	0.7806	0.1612	0.7806	0.8835
0.3051	18.8387	584	0.7358	0.1311	0.7358	0.8578
0.3051	18.9032	586	0.7340	0.0863	0.7340	0.8567
0.3051	18.9677	588	0.7701	0.1612	0.7701	0.8776
0.3051	19.0323	590	0.8718	0.1646	0.8718	0.9337
0.3051	19.0968	592	0.9738	0.0250	0.9738	0.9868
0.3051	19.1613	594	0.9757	-0.0500	0.9757	0.9878
0.3051	19.2258	596	0.9199	0.0333	0.9199	0.9591
0.3051	19.2903	598	0.8429	0.1701	0.8429	0.9181
0.3051	19.3548	600	0.8194	-0.0095	0.8194	0.9052
0.3051	19.4194	602	0.8400	0.0364	0.8400	0.9165
0.3051	19.4839	604	0.8609	0.1415	0.8609	0.9278
0.3051	19.5484	606	0.9329	0.0755	0.9329	0.9658
0.3051	19.6129	608	0.9347	0.0755	0.9347	0.9668
0.3051	19.6774	610	0.9820	0.0277	0.9820	0.9910
0.3051	19.7419	612	0.9929	-0.0500	0.9929	0.9964
0.3051	19.8065	614	0.9172	0.0793	0.9172	0.9577
0.3051	19.8710	616	0.8254	0.1387	0.8254	0.9085
0.3051	19.9355	618	0.8366	0.1387	0.8366	0.9147
0.3051	20.0	620	0.9743	-0.0118	0.9743	0.9871
0.3051	20.0645	622	1.1061	-0.1241	1.1061	1.0517
0.3051	20.1290	624	1.1454	-0.0657	1.1454	1.0702
0.3051	20.1935	626	1.0610	-0.0892	1.0610	1.0300
0.3051	20.2581	628	0.9000	0.1336	0.9000	0.9487
0.3051	20.3226	630	0.8096	0.0757	0.8096	0.8998
0.3051	20.3871	632	0.8054	-0.0764	0.8054	0.8975
0.3051	20.4516	634	0.8134	0.0690	0.8134	0.9019
0.3051	20.5161	636	0.8626	0.1440	0.8626	0.9287
0.3051	20.5806	638	0.9061	0.0304	0.9061	0.9519
0.3051	20.6452	640	0.8832	0.0392	0.8832	0.9398
0.3051	20.7097	642	0.8630	0.0871	0.8630	0.9290
0.3051	20.7742	644	0.8422	0.1387	0.8422	0.9177
0.3051	20.8387	646	0.8399	0.1387	0.8399	0.9165
0.3051	20.9032	648	0.8397	0.1387	0.8397	0.9164
0.3051	20.9677	650	0.8383	0.1387	0.8383	0.9156
0.3051	21.0323	652	0.8507	0.1387	0.8507	0.9223
0.3051	21.0968	654	0.8635	0.1387	0.8635	0.9292
0.3051	21.1613	656	0.8369	0.1387	0.8369	0.9148
0.3051	21.2258	658	0.8176	0.1495	0.8176	0.9042
0.3051	21.2903	660	0.7870	0.0269	0.7870	0.8871
0.3051	21.3548	662	0.7927	-0.0138	0.7927	0.8903
0.3051	21.4194	664	0.8183	0.1096	0.8183	0.9046
0.3051	21.4839	666	0.8896	0.1336	0.8896	0.9432
0.3051	21.5484	668	0.9196	0.1193	0.9196	0.9589
0.3051	21.6129	670	0.8721	0.1336	0.8721	0.9339
0.3051	21.6774	672	0.8709	0.1701	0.8709	0.9332
0.3051	21.7419	674	0.8865	0.1701	0.8865	0.9415
0.3051	21.8065	676	0.8946	0.1646	0.8946	0.9459
0.3051	21.8710	678	0.9257	0.1646	0.9257	0.9621
0.3051	21.9355	680	0.9881	0.0915	0.9881	0.9940
0.3051	22.0	682	1.0686	0.0044	1.0686	1.0337
0.3051	22.0645	684	1.0849	-0.1211	1.0849	1.0416
0.3051	22.1290	686	0.9685	0.0915	0.9685	0.9841
0.3051	22.1935	688	0.8374	0.1193	0.8374	0.9151
0.3051	22.2581	690	0.7892	0.1758	0.7892	0.8884
0.3051	22.3226	692	0.7974	0.1758	0.7974	0.8930
0.3051	22.3871	694	0.8460	0.0333	0.8460	0.9198
0.3051	22.4516	696	0.9262	0.0951	0.9262	0.9624
0.3051	22.5161	698	0.9920	0.0125	0.9920	0.9960
0.3051	22.5806	700	1.0239	0.0104	1.0239	1.0119
0.3051	22.6452	702	1.0123	0.0193	1.0123	1.0061
0.3051	22.7097	704	0.9386	0.1392	0.9386	0.9688
0.3051	22.7742	706	0.8768	0.1532	0.8768	0.9364
0.3051	22.8387	708	0.8810	0.1532	0.8810	0.9386
0.3051	22.9032	710	0.9420	0.1392	0.9420	0.9706
0.3051	22.9677	712	0.9999	0.0193	0.9999	1.0000
0.3051	23.0323	714	1.0141	0.0193	1.0141	1.0070
0.3051	23.0968	716	0.9766	0.0566	0.9766	0.9882
0.3051	23.1613	718	0.9659	0.0277	0.9659	0.9828
0.3051	23.2258	720	0.9469	0.0250	0.9469	0.9731

Framework versions

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