arabert_augWithOrig_disEquV3_k30_organization_task3_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: 0.8496
• Qwk: 0.0797
• Mse: 0.8496
• Rmse: 0.9217

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	0.0163	2	3.2791	0.0	3.2791	1.8108
No log	0.0325	4	1.9662	0.0	1.9662	1.4022
No log	0.0488	6	1.4797	-0.1631	1.4797	1.2164
No log	0.0650	8	1.3390	-0.0223	1.3390	1.1571
No log	0.0813	10	1.3710	-0.0223	1.3710	1.1709
No log	0.0976	12	1.6392	0.0571	1.6392	1.2803
No log	0.1138	14	1.4906	0.0142	1.4906	1.2209
No log	0.1301	16	1.2516	-0.1159	1.2516	1.1187
No log	0.1463	18	1.0628	0.0	1.0628	1.0309
No log	0.1626	20	1.0199	0.0	1.0199	1.0099
No log	0.1789	22	1.3349	-0.0168	1.3349	1.1554
No log	0.1951	24	2.1249	0.0	2.1249	1.4577
No log	0.2114	26	2.0636	0.0	2.0636	1.4365
No log	0.2276	28	1.6353	-0.0412	1.6353	1.2788
No log	0.2439	30	1.3220	-0.0097	1.3220	1.1498
No log	0.2602	32	1.3780	-0.0267	1.3780	1.1739
No log	0.2764	34	1.9207	0.0571	1.9207	1.3859
No log	0.2927	36	2.1091	0.0	2.1091	1.4523
No log	0.3089	38	1.4535	-0.0377	1.4535	1.2056
No log	0.3252	40	1.1100	0.0	1.1100	1.0536
No log	0.3415	42	1.0841	0.0	1.0841	1.0412
No log	0.3577	44	1.2324	0.0	1.2324	1.1101
No log	0.3740	46	1.4477	-0.0302	1.4477	1.2032
No log	0.3902	48	1.5020	-0.0377	1.5020	1.2256
No log	0.4065	50	1.5894	0.0	1.5894	1.2607
No log	0.4228	52	1.5539	-0.0864	1.5539	1.2466
No log	0.4390	54	1.5741	-0.0864	1.5741	1.2546
No log	0.4553	56	1.5866	-0.0864	1.5866	1.2596
No log	0.4715	58	1.4824	-0.0939	1.4824	1.2175
No log	0.4878	60	1.2805	0.0	1.2805	1.1316
No log	0.5041	62	1.0753	0.0	1.0753	1.0370
No log	0.5203	64	0.9730	0.0	0.9730	0.9864
No log	0.5366	66	0.9953	0.0	0.9953	0.9977
No log	0.5528	68	1.0146	0.0	1.0146	1.0073
No log	0.5691	70	1.1235	0.0	1.1235	1.0600
No log	0.5854	72	1.2709	0.0	1.2709	1.1273
No log	0.6016	74	1.3911	-0.0168	1.3911	1.1794
No log	0.6179	76	1.4900	0.0884	1.4900	1.2206
No log	0.6341	78	1.4642	0.1027	1.4642	1.2100
No log	0.6504	80	1.4804	0.0571	1.4804	1.2167
No log	0.6667	82	1.5155	0.0	1.5155	1.2311
No log	0.6829	84	1.5649	0.0	1.5649	1.2510
No log	0.6992	86	1.4901	0.1055	1.4901	1.2207
No log	0.7154	88	1.3322	0.0	1.3322	1.1542
No log	0.7317	90	1.1940	0.0	1.1940	1.0927
No log	0.7480	92	1.1290	0.0	1.1290	1.0625
No log	0.7642	94	1.1306	0.0	1.1306	1.0633
No log	0.7805	96	1.1597	0.0	1.1597	1.0769
No log	0.7967	98	1.1888	0.0	1.1888	1.0903
No log	0.8130	100	1.2452	0.0	1.2452	1.1159
No log	0.8293	102	1.3192	0.0	1.3192	1.1486
No log	0.8455	104	1.2568	0.0	1.2568	1.1211
No log	0.8618	106	1.0905	0.0	1.0905	1.0443
No log	0.8780	108	1.0732	0.0	1.0732	1.0360
No log	0.8943	110	1.0147	0.0	1.0147	1.0073
No log	0.9106	112	1.1074	0.0	1.1074	1.0524
No log	0.9268	114	1.2049	0.0	1.2049	1.0977
No log	0.9431	116	1.3377	0.0	1.3377	1.1566
No log	0.9593	118	1.5350	0.0	1.5350	1.2389
No log	0.9756	120	1.7306	0.0	1.7306	1.3155
No log	0.9919	122	1.7187	0.0	1.7187	1.3110
No log	1.0081	124	1.7421	0.0	1.7421	1.3199
No log	1.0244	126	1.7522	0.0	1.7522	1.3237
No log	1.0407	128	1.6019	0.0	1.6019	1.2657
No log	1.0569	130	1.3140	0.0966	1.3140	1.1463
No log	1.0732	132	1.0210	0.0	1.0210	1.0104
No log	1.0894	134	0.9823	0.0	0.9823	0.9911
No log	1.1057	136	0.8741	0.0	0.8741	0.9349
No log	1.1220	138	0.8900	0.0	0.8900	0.9434
No log	1.1382	140	1.0604	0.0	1.0604	1.0297
No log	1.1545	142	1.1775	0.0	1.1775	1.0851
No log	1.1707	144	1.3342	0.0	1.3342	1.1551
No log	1.1870	146	1.3753	0.0966	1.3753	1.1728
No log	1.2033	148	1.3537	0.0	1.3537	1.1635
No log	1.2195	150	1.3558	0.0756	1.3558	1.1644
No log	1.2358	152	1.3322	-0.0097	1.3322	1.1542
No log	1.2520	154	1.2397	0.0	1.2397	1.1134
No log	1.2683	156	1.2121	0.0	1.2121	1.1009
No log	1.2846	158	1.2234	0.0	1.2234	1.1061
No log	1.3008	160	1.2025	0.0	1.2025	1.0966
No log	1.3171	162	1.1892	0.0	1.1892	1.0905
No log	1.3333	164	1.2030	0.0	1.2030	1.0968
No log	1.3496	166	1.2630	0.0	1.2630	1.1238
No log	1.3659	168	1.3139	-0.0097	1.3139	1.1463
No log	1.3821	170	1.3882	0.12	1.3882	1.1782
No log	1.3984	172	1.3947	0.1692	1.3947	1.1810
No log	1.4146	174	1.3473	0.1692	1.3473	1.1607
No log	1.4309	176	1.2111	0.0	1.2111	1.1005
No log	1.4472	178	1.4062	0.0756	1.4062	1.1858
No log	1.4634	180	1.5178	0.0041	1.5178	1.2320
No log	1.4797	182	1.6025	0.0041	1.6025	1.2659
No log	1.4959	184	1.7726	0.0	1.7726	1.3314
No log	1.5122	186	2.1385	0.0	2.1385	1.4623
No log	1.5285	188	2.1366	0.0	2.1366	1.4617
No log	1.5447	190	1.8575	0.0	1.8575	1.3629
No log	1.5610	192	1.6702	0.0	1.6702	1.2924
No log	1.5772	194	1.6553	0.0	1.6553	1.2866
No log	1.5935	196	1.5606	0.0	1.5606	1.2492
No log	1.6098	198	1.6530	0.0	1.6530	1.2857
No log	1.6260	200	1.6299	0.0	1.6299	1.2767
No log	1.6423	202	1.4754	0.1179	1.4754	1.2146
No log	1.6585	204	1.3724	0.1492	1.3724	1.1715
No log	1.6748	206	1.3251	0.1692	1.3251	1.1511
No log	1.6911	208	1.0946	0.0	1.0946	1.0462
No log	1.7073	210	0.8443	0.0	0.8443	0.9189
No log	1.7236	212	0.7680	0.0	0.7680	0.8764
No log	1.7398	214	0.7889	0.0	0.7889	0.8882
No log	1.7561	216	0.8805	0.0	0.8805	0.9384
No log	1.7724	218	1.0697	0.0	1.0697	1.0343
No log	1.7886	220	1.3448	0.0756	1.3448	1.1597
No log	1.8049	222	1.5015	0.0571	1.5015	1.2253
No log	1.8211	224	1.5082	0.0571	1.5082	1.2281
No log	1.8374	226	1.3934	0.0595	1.3934	1.1804
No log	1.8537	228	1.3380	-0.0097	1.3380	1.1567
No log	1.8699	230	1.4133	0.0363	1.4133	1.1888
No log	1.8862	232	1.6378	0.0	1.6378	1.2798
No log	1.9024	234	1.8881	0.0	1.8881	1.3741
No log	1.9187	236	2.0405	0.0	2.0405	1.4285
No log	1.9350	238	1.9710	0.0	1.9710	1.4039
No log	1.9512	240	1.7249	0.0041	1.7249	1.3133
No log	1.9675	242	1.7229	0.0041	1.7229	1.3126
No log	1.9837	244	1.5763	0.0041	1.5763	1.2555
No log	2.0	246	1.3426	0.0467	1.3426	1.1587
No log	2.0163	248	1.2212	0.0	1.2212	1.1051
No log	2.0325	250	1.0933	0.0	1.0933	1.0456
No log	2.0488	252	1.0904	0.0	1.0904	1.0442
No log	2.0650	254	1.0894	0.0	1.0894	1.0438
No log	2.0813	256	1.2432	-0.0097	1.2432	1.1150
No log	2.0976	258	1.3288	0.0467	1.3288	1.1527
No log	2.1138	260	1.4518	0.1323	1.4518	1.2049
No log	2.1301	262	1.5330	0.0571	1.5330	1.2381
No log	2.1463	264	1.4087	0.0363	1.4087	1.1869
No log	2.1626	266	1.4231	0.0204	1.4231	1.1930
No log	2.1789	268	1.4664	0.0204	1.4664	1.2110
No log	2.1951	270	1.4719	0.0204	1.4719	1.2132
No log	2.2114	272	1.4145	0.0363	1.4145	1.1893
No log	2.2276	274	1.4016	0.0363	1.4016	1.1839
No log	2.2439	276	1.4118	0.0276	1.4118	1.1882
No log	2.2602	278	1.3316	0.0467	1.3316	1.1540
No log	2.2764	280	1.3511	0.0363	1.3511	1.1624
No log	2.2927	282	1.4343	0.1179	1.4343	1.1976
No log	2.3089	284	1.3861	0.1492	1.3861	1.1773
No log	2.3252	286	1.4665	0.1179	1.4665	1.2110
No log	2.3415	288	1.6584	0.1055	1.6584	1.2878
No log	2.3577	290	1.6293	0.1179	1.6293	1.2764
No log	2.3740	292	1.3020	0.0363	1.3020	1.1410
No log	2.3902	294	0.9268	-0.0097	0.9268	0.9627
No log	2.4065	296	0.8606	0.0	0.8606	0.9277
No log	2.4228	298	1.0007	-0.0097	1.0007	1.0004
No log	2.4390	300	1.0886	-0.0097	1.0886	1.0434
No log	2.4553	302	1.3933	-0.0267	1.3933	1.1804
No log	2.4715	304	1.5545	0.0363	1.5545	1.2468
No log	2.4878	306	1.5403	0.0363	1.5403	1.2411
No log	2.5041	308	1.8043	0.1055	1.8043	1.3432
No log	2.5203	310	1.6407	0.0204	1.6407	1.2809
No log	2.5366	312	1.2207	-0.0168	1.2207	1.1048
No log	2.5528	314	0.8725	0.0	0.8725	0.9341
No log	2.5691	316	0.7915	0.0	0.7914	0.8896
No log	2.5854	318	0.8279	0.0	0.8279	0.9099
No log	2.6016	320	0.9940	0.0	0.9940	0.9970
No log	2.6179	322	1.2934	-0.0168	1.2934	1.1373
No log	2.6341	324	1.6830	0.0	1.6830	1.2973
No log	2.6504	326	1.8501	0.0	1.8501	1.3602
No log	2.6667	328	1.7175	0.0	1.7175	1.3105
No log	2.6829	330	1.6241	0.0	1.6241	1.2744
No log	2.6992	332	1.5472	0.0	1.5472	1.2439
No log	2.7154	334	1.4736	0.1323	1.4736	1.2139
No log	2.7317	336	1.3799	0.1413	1.3799	1.1747
No log	2.7480	338	1.2993	-0.0097	1.2993	1.1399
No log	2.7642	340	1.2089	-0.0097	1.2089	1.0995
No log	2.7805	342	1.1550	-0.0097	1.1550	1.0747
No log	2.7967	344	1.1094	-0.0097	1.1094	1.0533
No log	2.8130	346	1.0689	-0.0097	1.0689	1.0339
No log	2.8293	348	1.0922	-0.0097	1.0922	1.0451
No log	2.8455	350	1.0360	-0.0097	1.0360	1.0179
No log	2.8618	352	0.9413	-0.0097	0.9413	0.9702
No log	2.8780	354	0.9110	-0.0097	0.9110	0.9545
No log	2.8943	356	1.0091	-0.0168	1.0091	1.0045
No log	2.9106	358	1.2801	0.1492	1.2801	1.1314
No log	2.9268	360	1.3526	0.1492	1.3526	1.1630
No log	2.9431	362	1.2090	-0.0168	1.2090	1.0995
No log	2.9593	364	1.0992	-0.0097	1.0992	1.0484
No log	2.9756	366	0.9693	0.0	0.9693	0.9845
No log	2.9919	368	0.9550	0.0	0.9550	0.9772
No log	3.0081	370	0.9676	0.0	0.9676	0.9836
No log	3.0244	372	0.9331	0.0	0.9331	0.9660
No log	3.0407	374	0.9625	0.0	0.9625	0.9811
No log	3.0569	376	1.0502	0.0	1.0502	1.0248
No log	3.0732	378	1.1678	-0.0097	1.1678	1.0807
No log	3.0894	380	1.3565	0.0467	1.3565	1.1647
No log	3.1057	382	1.5150	0.0763	1.5150	1.2309
No log	3.1220	384	1.6287	0.0571	1.6287	1.2762
No log	3.1382	386	1.6162	0.0494	1.6162	1.2713
No log	3.1545	388	1.4938	0.1492	1.4938	1.2222
No log	3.1707	390	1.3184	0.1692	1.3184	1.1482
No log	3.1870	392	1.1344	0.0	1.1344	1.0651
No log	3.2033	394	1.1001	0.0	1.1001	1.0488
No log	3.2195	396	1.1251	-0.0097	1.1251	1.0607
No log	3.2358	398	1.1537	-0.0097	1.1537	1.0741
No log	3.2520	400	1.2240	0.0595	1.2240	1.1064
No log	3.2683	402	1.4178	0.1323	1.4178	1.1907
No log	3.2846	404	1.5388	0.1179	1.5388	1.2405
No log	3.3008	406	1.6412	0.0571	1.6412	1.2811
No log	3.3171	408	1.3456	0.1492	1.3456	1.1600
No log	3.3333	410	1.0102	-0.0168	1.0102	1.0051
No log	3.3496	412	0.9004	0.0	0.9004	0.9489
No log	3.3659	414	0.9096	0.0	0.9096	0.9537
No log	3.3821	416	0.9594	-0.0097	0.9594	0.9795
No log	3.3984	418	1.2303	0.0363	1.2303	1.1092
No log	3.4146	420	1.2122	-0.0267	1.2122	1.1010
No log	3.4309	422	1.1341	-0.0223	1.1341	1.0650
No log	3.4472	424	0.9779	0.0	0.9779	0.9889
No log	3.4634	426	0.8441	0.0	0.8441	0.9187
No log	3.4797	428	0.8501	0.0	0.8501	0.9220
No log	3.4959	430	0.9443	0.0	0.9443	0.9718
No log	3.5122	432	1.1364	0.0	1.1364	1.0660
No log	3.5285	434	1.2897	0.0363	1.2897	1.1357
No log	3.5447	436	1.3278	0.1492	1.3278	1.1523
No log	3.5610	438	1.4704	0.1492	1.4704	1.2126
No log	3.5772	440	1.3773	0.1492	1.3773	1.1736
No log	3.5935	442	1.1995	0.0595	1.1995	1.0952
No log	3.6098	444	1.1463	0.0756	1.1463	1.0706
No log	3.6260	446	1.0158	0.0	1.0158	1.0078
No log	3.6423	448	1.0026	0.0	1.0026	1.0013
No log	3.6585	450	0.9259	0.0	0.9259	0.9623
No log	3.6748	452	0.8243	0.0	0.8243	0.9079
No log	3.6911	454	0.8106	0.0	0.8106	0.9003
No log	3.7073	456	0.8606	0.0	0.8606	0.9277
No log	3.7236	458	0.8412	0.0	0.8412	0.9172
No log	3.7398	460	0.9688	0.0756	0.9688	0.9843
No log	3.7561	462	1.2817	0.1692	1.2817	1.1321
No log	3.7724	464	1.5963	0.1323	1.5963	1.2635
No log	3.7886	466	1.5232	0.1492	1.5232	1.2342
No log	3.8049	468	1.2017	0.1692	1.2017	1.0962
No log	3.8211	470	0.8726	-0.0097	0.8726	0.9341
No log	3.8374	472	0.8321	0.0	0.8321	0.9122
No log	3.8537	474	0.8397	0.0	0.8397	0.9164
No log	3.8699	476	0.9877	-0.0097	0.9877	0.9938
No log	3.8862	478	1.1491	0.0595	1.1491	1.0720
No log	3.9024	480	1.2393	0.0467	1.2393	1.1133
No log	3.9187	482	1.2140	0.0467	1.2140	1.1018
No log	3.9350	484	1.1163	0.0467	1.1163	1.0565
No log	3.9512	486	1.1384	0.0467	1.1384	1.0670
No log	3.9675	488	1.2917	0.0363	1.2917	1.1365
No log	3.9837	490	1.2292	0.0363	1.2292	1.1087
No log	4.0	492	1.2794	0.1492	1.2794	1.1311
No log	4.0163	494	1.2627	0.1492	1.2627	1.1237
No log	4.0325	496	1.3187	0.1492	1.3187	1.1484
No log	4.0488	498	1.0553	0.0363	1.0553	1.0273
0.7868	4.0650	500	0.6789	0.1444	0.6789	0.8240
0.7868	4.0813	502	0.6218	0.2143	0.6218	0.7885
0.7868	4.0976	504	0.7338	0.0	0.7338	0.8566
0.7868	4.1138	506	1.2442	0.1692	1.2442	1.1154
0.7868	4.1301	508	1.5553	0.1492	1.5553	1.2471
0.7868	4.1463	510	1.2745	0.1692	1.2745	1.1289
0.7868	4.1626	512	0.8409	-0.0168	0.8409	0.9170
0.7868	4.1789	514	0.7098	0.0120	0.7098	0.8425
0.7868	4.1951	516	0.7448	0.0	0.7448	0.8630
0.7868	4.2114	518	0.8081	-0.0097	0.8081	0.8990
0.7868	4.2276	520	0.9494	-0.0097	0.9494	0.9744
0.7868	4.2439	522	1.1676	0.0595	1.1676	1.0806
0.7868	4.2602	524	1.6413	0.0763	1.6413	1.2811
0.7868	4.2764	526	1.9183	0.0142	1.9183	1.3850
0.7868	4.2927	528	1.8040	0.0142	1.8040	1.3431
0.7868	4.3089	530	1.4262	0.1692	1.4262	1.1942
0.7868	4.3252	532	1.0786	0.1413	1.0786	1.0385
0.7868	4.3415	534	0.9439	-0.0097	0.9439	0.9715
0.7868	4.3577	536	0.8753	-0.0097	0.8753	0.9356
0.7868	4.3740	538	0.8807	-0.0097	0.8807	0.9385
0.7868	4.3902	540	0.8209	-0.0097	0.8209	0.9061
0.7868	4.4065	542	0.8020	-0.0097	0.8020	0.8955
0.7868	4.4228	544	0.8097	0.1681	0.8097	0.8998
0.7868	4.4390	546	0.8115	0.1681	0.8115	0.9008
0.7868	4.4553	548	0.9153	0.1413	0.9153	0.9567
0.7868	4.4715	550	0.9466	0.1933	0.9466	0.9729
0.7868	4.4878	552	0.8649	0.1681	0.8649	0.9300
0.7868	4.5041	554	0.8112	0.1681	0.8112	0.9007
0.7868	4.5203	556	0.6806	0.1681	0.6806	0.8250
0.7868	4.5366	558	0.6995	0.1681	0.6995	0.8363
0.7868	4.5528	560	0.9003	0.1413	0.9003	0.9489
0.7868	4.5691	562	1.1401	0.1692	1.1401	1.0678
0.7868	4.5854	564	1.2833	0.1692	1.2833	1.1328
0.7868	4.6016	566	1.2859	0.1492	1.2859	1.1340
0.7868	4.6179	568	1.0966	0.1933	1.0966	1.0472
0.7868	4.6341	570	0.9263	0.1413	0.9263	0.9624
0.7868	4.6504	572	0.7698	-0.0097	0.7698	0.8774
0.7868	4.6667	574	0.8071	0.1681	0.8071	0.8984
0.7868	4.6829	576	0.9808	0.1413	0.9808	0.9903
0.7868	4.6992	578	1.1845	0.1692	1.1845	1.0883
0.7868	4.7154	580	1.1898	0.1692	1.1898	1.0908
0.7868	4.7317	582	1.0371	0.12	1.0371	1.0184
0.7868	4.7480	584	0.8010	0.1681	0.8010	0.8950
0.7868	4.7642	586	0.7140	0.1111	0.7140	0.8450
0.7868	4.7805	588	0.7852	0.2795	0.7852	0.8861
0.7868	4.7967	590	0.7712	0.1111	0.7712	0.8782
0.7868	4.8130	592	0.8152	0.0873	0.8152	0.9029
0.7868	4.8293	594	0.8956	0.1413	0.8956	0.9464
0.7868	4.8455	596	1.0424	0.1413	1.0424	1.0210
0.7868	4.8618	598	1.0712	0.1413	1.0712	1.0350
0.7868	4.8780	600	0.8987	0.1413	0.8987	0.9480
0.7868	4.8943	602	0.8471	0.1681	0.8471	0.9204
0.7868	4.9106	604	0.8953	0.1413	0.8953	0.9462
0.7868	4.9268	606	0.8555	0.1681	0.8555	0.9249
0.7868	4.9431	608	0.7874	0.1681	0.7874	0.8874
0.7868	4.9593	610	0.8181	0.1681	0.8181	0.9045
0.7868	4.9756	612	0.8826	0.1681	0.8826	0.9395
0.7868	4.9919	614	0.8272	0.1681	0.8272	0.9095
0.7868	5.0081	616	0.6937	0.1111	0.6937	0.8329
0.7868	5.0244	618	0.6203	0.1270	0.6203	0.7876
0.7868	5.0407	620	0.6302	0.1444	0.6302	0.7939
0.7868	5.0569	622	0.7034	0.1111	0.7034	0.8387
0.7868	5.0732	624	0.9205	-0.0168	0.9205	0.9594
0.7868	5.0894	626	1.3065	0.1692	1.3065	1.1430
0.7868	5.1057	628	1.4973	0.1492	1.4973	1.2236
0.7868	5.1220	630	1.3614	0.0467	1.3614	1.1668
0.7868	5.1382	632	1.0819	-0.0168	1.0819	1.0401
0.7868	5.1545	634	0.9370	-0.0168	0.9370	0.9680
0.7868	5.1707	636	0.9455	-0.0168	0.9455	0.9724
0.7868	5.1870	638	1.0153	-0.0168	1.0153	1.0076
0.7868	5.2033	640	1.1579	-0.0223	1.1579	1.0760
0.7868	5.2195	642	1.1784	-0.0223	1.1784	1.0855
0.7868	5.2358	644	1.0638	-0.0168	1.0638	1.0314
0.7868	5.2520	646	0.9907	0.0873	0.9907	0.9953
0.7868	5.2683	648	1.0798	-0.0223	1.0798	1.0391
0.7868	5.2846	650	1.2524	-0.0223	1.2524	1.1191
0.7868	5.3008	652	1.1461	-0.0223	1.1461	1.0705
0.7868	5.3171	654	0.9692	-0.0168	0.9692	0.9845
0.7868	5.3333	656	0.8683	-0.0168	0.8683	0.9318
0.7868	5.3496	658	0.8776	-0.0168	0.8776	0.9368
0.7868	5.3659	660	0.9613	-0.0168	0.9613	0.9805
0.7868	5.3821	662	1.0402	-0.0168	1.0402	1.0199
0.7868	5.3984	664	1.0085	-0.0168	1.0085	1.0042
0.7868	5.4146	666	0.8730	-0.0168	0.8730	0.9344
0.7868	5.4309	668	0.7732	-0.0168	0.7732	0.8793
0.7868	5.4472	670	0.7366	-0.0097	0.7366	0.8583
0.7868	5.4634	672	0.7853	-0.0168	0.7853	0.8862
0.7868	5.4797	674	0.8333	-0.0168	0.8333	0.9128
0.7868	5.4959	676	0.9402	-0.0168	0.9402	0.9696
0.7868	5.5122	678	0.9785	-0.0168	0.9785	0.9892
0.7868	5.5285	680	0.9319	-0.0168	0.9319	0.9654
0.7868	5.5447	682	1.0228	0.1413	1.0228	1.0113
0.7868	5.5610	684	0.9903	0.1413	0.9903	0.9951
0.7868	5.5772	686	0.9149	0.1413	0.9149	0.9565
0.7868	5.5935	688	0.7405	0.1413	0.7405	0.8605
0.7868	5.6098	690	0.6669	0.1111	0.6669	0.8166
0.7868	5.6260	692	0.7159	0.1413	0.7159	0.8461
0.7868	5.6423	694	0.8027	0.1413	0.8027	0.8959
0.7868	5.6585	696	0.8248	0.1413	0.8248	0.9082
0.7868	5.6748	698	0.9035	0.1413	0.9035	0.9505
0.7868	5.6911	700	0.9281	0.1413	0.9281	0.9634
0.7868	5.7073	702	0.9233	0.1413	0.9233	0.9609
0.7868	5.7236	704	0.8164	0.1413	0.8164	0.9035
0.7868	5.7398	706	0.8872	0.1413	0.8872	0.9419
0.7868	5.7561	708	1.1066	0.1027	1.1066	1.0519
0.7868	5.7724	710	1.1531	0.1027	1.1531	1.0738
0.7868	5.7886	712	1.0636	0.1027	1.0636	1.0313
0.7868	5.8049	714	1.0616	0.1027	1.0616	1.0303
0.7868	5.8211	716	0.8535	0.1413	0.8535	0.9239
0.7868	5.8374	718	0.6345	0.1270	0.6345	0.7965
0.7868	5.8537	720	0.5724	0.3714	0.5724	0.7566
0.7868	5.8699	722	0.5863	0.4122	0.5863	0.7657
0.7868	5.8862	724	0.6038	0.3356	0.6038	0.7771
0.7868	5.9024	726	0.6682	0.1646	0.6682	0.8175
0.7868	5.9187	728	0.8434	-0.0168	0.8434	0.9184
0.7868	5.9350	730	1.1160	-0.0267	1.1160	1.0564
0.7868	5.9512	732	1.4427	0.1027	1.4427	1.2011
0.7868	5.9675	734	1.4789	0.0884	1.4789	1.2161
0.7868	5.9837	736	1.2485	0.1027	1.2485	1.1173
0.7868	6.0	738	1.0103	-0.0223	1.0103	1.0052
0.7868	6.0163	740	0.8967	-0.0168	0.8967	0.9469
0.7868	6.0325	742	0.8417	-0.0097	0.8417	0.9175
0.7868	6.0488	744	0.8266	-0.0097	0.8266	0.9092
0.7868	6.0650	746	0.8499	-0.0097	0.8499	0.9219
0.7868	6.0813	748	0.8280	-0.0097	0.8280	0.9100
0.7868	6.0976	750	0.8641	-0.0168	0.8641	0.9296
0.7868	6.1138	752	1.0297	0.12	1.0297	1.0147
0.7868	6.1301	754	1.2315	0.1027	1.2315	1.1097
0.7868	6.1463	756	1.2255	0.1027	1.2255	1.1070
0.7868	6.1626	758	1.0631	-0.0267	1.0631	1.0311
0.7868	6.1789	760	0.9812	-0.0223	0.9812	0.9906
0.7868	6.1951	762	0.9562	-0.0223	0.9562	0.9779
0.7868	6.2114	764	0.9438	-0.0223	0.9438	0.9715
0.7868	6.2276	766	1.0034	0.12	1.0034	1.0017
0.7868	6.2439	768	1.1003	0.1027	1.1003	1.0489
0.7868	6.2602	770	1.1321	0.1027	1.1321	1.0640
0.7868	6.2764	772	1.1575	0.1027	1.1575	1.0759
0.7868	6.2927	774	1.0074	0.2199	1.0074	1.0037
0.7868	6.3089	776	0.8435	0.1137	0.8435	0.9184
0.7868	6.3252	778	0.7885	0.2924	0.7885	0.8880
0.7868	6.3415	780	0.8149	0.1444	0.8149	0.9027
0.7868	6.3577	782	0.9027	0.1137	0.9027	0.9501
0.7868	6.3740	784	1.0904	-0.0206	1.0904	1.0442
0.7868	6.3902	786	1.2141	0.1027	1.2141	1.1018
0.7868	6.4065	788	1.1326	-0.0206	1.1326	1.0642
0.7868	6.4228	790	1.1142	-0.0206	1.1142	1.0555
0.7868	6.4390	792	1.0714	-0.0206	1.0714	1.0351
0.7868	6.4553	794	0.9504	-0.0087	0.9504	0.9749
0.7868	6.4715	796	0.8200	0.0	0.8200	0.9056
0.7868	6.4878	798	0.7809	0.0	0.7809	0.8837
0.7868	6.5041	800	0.8099	0.0	0.8099	0.8999
0.7868	6.5203	802	0.8805	-0.0097	0.8805	0.9383
0.7868	6.5366	804	1.0662	-0.0223	1.0662	1.0326
0.7868	6.5528	806	1.3168	0.0884	1.3168	1.1475
0.7868	6.5691	808	1.5556	0.1323	1.5556	1.2472
0.7868	6.5854	810	1.6010	0.1323	1.6010	1.2653
0.7868	6.6016	812	1.4518	0.1323	1.4518	1.2049
0.7868	6.6179	814	1.2211	0.1027	1.2211	1.1050
0.7868	6.6341	816	1.0395	-0.0168	1.0395	1.0195
0.7868	6.6504	818	0.9922	-0.0168	0.9922	0.9961
0.7868	6.6667	820	0.9543	-0.0168	0.9543	0.9769
0.7868	6.6829	822	0.8894	-0.0168	0.8894	0.9431
0.7868	6.6992	824	0.8419	-0.0097	0.8419	0.9175
0.7868	6.7154	826	0.8293	-0.0087	0.8293	0.9107
0.7868	6.7317	828	0.8097	0.0	0.8097	0.8998
0.7868	6.7480	830	0.8837	-0.0087	0.8837	0.9401
0.7868	6.7642	832	0.9977	0.12	0.9977	0.9988
0.7868	6.7805	834	1.1486	0.1027	1.1486	1.0717
0.7868	6.7967	836	1.2569	0.1492	1.2569	1.1211
0.7868	6.8130	838	1.2271	0.1027	1.2271	1.1077
0.7868	6.8293	840	1.1874	0.1027	1.1874	1.0897
0.7868	6.8455	842	1.2681	0.1027	1.2681	1.1261
0.7868	6.8618	844	1.2764	0.1027	1.2764	1.1298
0.7868	6.8780	846	1.1870	-0.0267	1.1870	1.0895
0.7868	6.8943	848	1.0168	-0.0223	1.0168	1.0084
0.7868	6.9106	850	0.9228	-0.0154	0.9228	0.9606
0.7868	6.9268	852	0.9022	0.0797	0.9022	0.9498
0.7868	6.9431	854	0.9156	0.0797	0.9156	0.9568
0.7868	6.9593	856	0.9317	-0.0154	0.9317	0.9652
0.7868	6.9756	858	0.9886	-0.0223	0.9886	0.9943
0.7868	6.9919	860	0.9485	-0.0223	0.9485	0.9739
0.7868	7.0081	862	0.9265	-0.0223	0.9265	0.9626
0.7868	7.0244	864	0.9118	-0.0154	0.9118	0.9549
0.7868	7.0407	866	0.8740	0.0797	0.8740	0.9349
0.7868	7.0569	868	0.8701	0.1000	0.8701	0.9328
0.7868	7.0732	870	0.8914	-0.0154	0.8914	0.9442
0.7868	7.0894	872	0.8598	0.1000	0.8598	0.9273
0.7868	7.1057	874	0.8807	-0.0087	0.8807	0.9385
0.7868	7.1220	876	0.9698	0.12	0.9698	0.9848
0.7868	7.1382	878	1.0730	0.12	1.0730	1.0358
0.7868	7.1545	880	1.1109	0.12	1.1109	1.0540
0.7868	7.1707	882	1.0316	0.12	1.0316	1.0157
0.7868	7.1870	884	0.9092	0.1413	0.9092	0.9535
0.7868	7.2033	886	0.8416	-0.0168	0.8416	0.9174
0.7868	7.2195	888	0.8040	-0.0087	0.8040	0.8967
0.7868	7.2358	890	0.8485	-0.0168	0.8485	0.9211
0.7868	7.2520	892	0.9839	0.1413	0.9839	0.9919
0.7868	7.2683	894	1.1720	0.1692	1.1720	1.0826
0.7868	7.2846	896	1.2034	0.1492	1.2034	1.0970
0.7868	7.3008	898	1.1443	0.1692	1.1443	1.0697
0.7868	7.3171	900	1.0200	0.12	1.0200	1.0100
0.7868	7.3333	902	0.8476	-0.0168	0.8476	0.9206
0.7868	7.3496	904	0.7882	-0.0087	0.7882	0.8878
0.7868	7.3659	906	0.8200	-0.0168	0.8200	0.9055
0.7868	7.3821	908	0.9206	-0.0168	0.9206	0.9595
0.7868	7.3984	910	1.0037	-0.0223	1.0037	1.0019
0.7868	7.4146	912	1.0050	-0.0223	1.0050	1.0025
0.7868	7.4309	914	0.9762	-0.0223	0.9762	0.9880
0.7868	7.4472	916	0.9449	-0.0223	0.9449	0.9720
0.7868	7.4634	918	0.8613	0.1137	0.8613	0.9280
0.7868	7.4797	920	0.7911	0.2376	0.7911	0.8894
0.7868	7.4959	922	0.7725	0.2376	0.7725	0.8789
0.7868	7.5122	924	0.7945	0.2376	0.7945	0.8914
0.7868	7.5285	926	0.8307	0.1137	0.8307	0.9114
0.7868	7.5447	928	0.9022	-0.0223	0.9022	0.9499
0.7868	7.5610	930	0.9978	-0.0223	0.9978	0.9989
0.7868	7.5772	932	1.0277	-0.0223	1.0277	1.0137
0.7868	7.5935	934	0.9654	-0.0223	0.9654	0.9826
0.7868	7.6098	936	0.8757	-0.0223	0.8757	0.9358
0.7868	7.6260	938	0.8315	-0.0087	0.8315	0.9119
0.7868	7.6423	940	0.8377	-0.0168	0.8377	0.9153
0.7868	7.6585	942	0.8589	-0.0168	0.8589	0.9267
0.7868	7.6748	944	0.8924	-0.0223	0.8924	0.9447
0.7868	7.6911	946	0.8806	-0.0223	0.8806	0.9384
0.7868	7.7073	948	0.8418	0.1000	0.8418	0.9175
0.7868	7.7236	950	0.8506	0.1000	0.8506	0.9223
0.7868	7.7398	952	0.8720	0.0797	0.8720	0.9338
0.7868	7.7561	954	0.9548	-0.0223	0.9548	0.9772
0.7868	7.7724	956	1.0196	-0.0223	1.0196	1.0098
0.7868	7.7886	958	1.0611	0.12	1.0611	1.0301
0.7868	7.8049	960	1.0428	0.12	1.0428	1.0212
0.7868	7.8211	962	1.0135	-0.0223	1.0135	1.0067
0.7868	7.8374	964	0.9574	-0.0223	0.9574	0.9785
0.7868	7.8537	966	0.8841	-0.0168	0.8841	0.9403
0.7868	7.8699	968	0.8050	0.1000	0.8050	0.8972
0.7868	7.8862	970	0.7466	0.1137	0.7466	0.8641
0.7868	7.9024	972	0.7397	0.1137	0.7397	0.8600
0.7868	7.9187	974	0.7492	0.1137	0.7492	0.8656
0.7868	7.9350	976	0.7863	0.1000	0.7863	0.8867
0.7868	7.9512	978	0.8350	0.1000	0.8350	0.9138
0.7868	7.9675	980	0.8867	-0.0168	0.8867	0.9417
0.7868	7.9837	982	0.8881	-0.0168	0.8881	0.9424
0.7868	8.0	984	0.8813	0.0873	0.8813	0.9388
0.7868	8.0163	986	0.8580	0.1000	0.8580	0.9263
0.7868	8.0325	988	0.8853	0.1000	0.8853	0.9409
0.7868	8.0488	990	0.9044	0.0873	0.9044	0.9510
0.7868	8.0650	992	0.8825	0.1000	0.8825	0.9394
0.7868	8.0813	994	0.8985	0.1000	0.8985	0.9479
0.7868	8.0976	996	0.9529	0.0873	0.9529	0.9762
0.7868	8.1138	998	1.0445	-0.0223	1.0445	1.0220
0.3752	8.1301	1000	1.1317	-0.0223	1.1317	1.0638
0.3752	8.1463	1002	1.1830	-0.0223	1.1830	1.0877
0.3752	8.1626	1004	1.1674	-0.0223	1.1674	1.0804
0.3752	8.1789	1006	1.0911	-0.0223	1.0911	1.0446
0.3752	8.1951	1008	0.9899	-0.0223	0.9899	0.9949
0.3752	8.2114	1010	0.9543	0.0873	0.9543	0.9769
0.3752	8.2276	1012	0.8997	0.0873	0.8997	0.9485
0.3752	8.2439	1014	0.8647	0.1000	0.8647	0.9299
0.3752	8.2602	1016	0.8421	0.1000	0.8421	0.9176
0.3752	8.2764	1018	0.8272	0.1000	0.8272	0.9095
0.3752	8.2927	1020	0.8449	0.1000	0.8449	0.9192
0.3752	8.3089	1022	0.8466	0.1000	0.8466	0.9201
0.3752	8.3252	1024	0.8816	0.1000	0.8816	0.9389
0.3752	8.3415	1026	0.9195	0.0873	0.9195	0.9589
0.3752	8.3577	1028	0.9308	0.0873	0.9308	0.9648
0.3752	8.3740	1030	0.9119	0.0873	0.9119	0.9549
0.3752	8.3902	1032	0.8811	0.1000	0.8811	0.9387
0.3752	8.4065	1034	0.8360	0.1000	0.8360	0.9144
0.3752	8.4228	1036	0.8002	0.1000	0.8002	0.8945
0.3752	8.4390	1038	0.7929	0.1000	0.7929	0.8905
0.3752	8.4553	1040	0.8253	0.1000	0.8253	0.9084
0.3752	8.4715	1042	0.8789	0.1000	0.8789	0.9375
0.3752	8.4878	1044	0.9103	0.0797	0.9103	0.9541
0.3752	8.5041	1046	0.9624	0.0692	0.9624	0.9810
0.3752	8.5203	1048	0.9818	0.0692	0.9818	0.9909
0.3752	8.5366	1050	0.9537	0.0692	0.9537	0.9766
0.3752	8.5528	1052	0.9430	0.0692	0.9430	0.9711
0.3752	8.5691	1054	0.9295	0.0797	0.9295	0.9641
0.3752	8.5854	1056	0.9158	0.0797	0.9158	0.9570
0.3752	8.6016	1058	0.9433	0.0692	0.9433	0.9713
0.3752	8.6179	1060	1.0155	0.0692	1.0155	1.0077
0.3752	8.6341	1062	1.0472	0.0692	1.0472	1.0233
0.3752	8.6504	1064	1.0525	0.0692	1.0525	1.0259
0.3752	8.6667	1066	1.0578	0.0692	1.0578	1.0285
0.3752	8.6829	1068	1.0243	0.0692	1.0243	1.0121
0.3752	8.6992	1070	1.0292	0.0692	1.0292	1.0145
0.3752	8.7154	1072	1.0246	0.0692	1.0246	1.0122
0.3752	8.7317	1074	1.0433	0.0692	1.0433	1.0214
0.3752	8.7480	1076	1.0278	0.0692	1.0278	1.0138
0.3752	8.7642	1078	0.9973	0.0692	0.9973	0.9986
0.3752	8.7805	1080	0.9750	0.0692	0.9750	0.9874
0.3752	8.7967	1082	0.9470	0.0692	0.9470	0.9731
0.3752	8.8130	1084	0.9492	0.0692	0.9492	0.9742
0.3752	8.8293	1086	0.9302	0.0692	0.9302	0.9645
0.3752	8.8455	1088	0.8815	0.1000	0.8815	0.9389
0.3752	8.8618	1090	0.8300	0.1000	0.8300	0.9110
0.3752	8.8780	1092	0.8063	0.1000	0.8063	0.8979
0.3752	8.8943	1094	0.8152	0.1000	0.8152	0.9029
0.3752	8.9106	1096	0.8339	0.1000	0.8339	0.9132
0.3752	8.9268	1098	0.8603	0.1000	0.8603	0.9275
0.3752	8.9431	1100	0.8989	0.0797	0.8989	0.9481
0.3752	8.9593	1102	0.9377	0.0692	0.9377	0.9683
0.3752	8.9756	1104	0.9630	0.0692	0.9630	0.9813
0.3752	8.9919	1106	0.9653	0.0692	0.9653	0.9825
0.3752	9.0081	1108	0.9604	0.0692	0.9604	0.9800
0.3752	9.0244	1110	0.9689	0.0692	0.9689	0.9843
0.3752	9.0407	1112	0.9730	0.0692	0.9730	0.9864
0.3752	9.0569	1114	0.9725	0.0692	0.9725	0.9862
0.3752	9.0732	1116	0.9811	0.0692	0.9811	0.9905
0.3752	9.0894	1118	0.9781	0.0692	0.9781	0.9890
0.3752	9.1057	1120	0.9669	0.0692	0.9669	0.9833
0.3752	9.1220	1122	0.9475	0.0692	0.9475	0.9734
0.3752	9.1382	1124	0.9103	0.0692	0.9103	0.9541
0.3752	9.1545	1126	0.8849	0.0692	0.8849	0.9407
0.3752	9.1707	1128	0.8837	0.0692	0.8837	0.9401
0.3752	9.1870	1130	0.8872	0.0692	0.8872	0.9419
0.3752	9.2033	1132	0.8829	0.0692	0.8829	0.9396
0.3752	9.2195	1134	0.8847	0.0692	0.8847	0.9406
0.3752	9.2358	1136	0.8848	0.0692	0.8848	0.9407
0.3752	9.2520	1138	0.8971	0.0692	0.8971	0.9471
0.3752	9.2683	1140	0.9242	0.0692	0.9242	0.9614
0.3752	9.2846	1142	0.9458	0.0692	0.9458	0.9725
0.3752	9.3008	1144	0.9626	0.0692	0.9626	0.9811
0.3752	9.3171	1146	0.9773	-0.0223	0.9773	0.9886
0.3752	9.3333	1148	0.9868	-0.0223	0.9868	0.9934
0.3752	9.3496	1150	0.9749	0.0692	0.9749	0.9873
0.3752	9.3659	1152	0.9412	0.0692	0.9412	0.9701
0.3752	9.3821	1154	0.8980	0.0692	0.8980	0.9476
0.3752	9.3984	1156	0.8574	0.0797	0.8574	0.9259
0.3752	9.4146	1158	0.8273	0.1000	0.8273	0.9096
0.3752	9.4309	1160	0.8099	0.1137	0.8099	0.9000
0.3752	9.4472	1162	0.7983	0.1444	0.7983	0.8935
0.3752	9.4634	1164	0.7986	0.1444	0.7986	0.8936
0.3752	9.4797	1166	0.7972	0.1444	0.7972	0.8928
0.3752	9.4959	1168	0.7977	0.1137	0.7977	0.8931
0.3752	9.5122	1170	0.7942	0.1444	0.7942	0.8912
0.3752	9.5285	1172	0.7985	0.1137	0.7985	0.8936
0.3752	9.5447	1174	0.8080	0.1137	0.8080	0.8989
0.3752	9.5610	1176	0.8252	0.1000	0.8252	0.9084
0.3752	9.5772	1178	0.8441	0.0797	0.8441	0.9187
0.3752	9.5935	1180	0.8653	0.0797	0.8653	0.9302
0.3752	9.6098	1182	0.8767	0.0797	0.8767	0.9363
0.3752	9.6260	1184	0.8810	0.0797	0.8810	0.9386
0.3752	9.6423	1186	0.8841	0.0797	0.8841	0.9403
0.3752	9.6585	1188	0.8874	0.0797	0.8874	0.9420
0.3752	9.6748	1190	0.8944	0.0797	0.8944	0.9457
0.3752	9.6911	1192	0.8930	0.0797	0.8930	0.9450
0.3752	9.7073	1194	0.8875	0.0797	0.8875	0.9420
0.3752	9.7236	1196	0.8743	0.0797	0.8743	0.9350
0.3752	9.7398	1198	0.8557	0.0797	0.8557	0.9250
0.3752	9.7561	1200	0.8396	0.0909	0.8396	0.9163
0.3752	9.7724	1202	0.8259	0.1137	0.8259	0.9088
0.3752	9.7886	1204	0.8196	0.1137	0.8196	0.9053
0.3752	9.8049	1206	0.8184	0.1137	0.8184	0.9047
0.3752	9.8211	1208	0.8222	0.1137	0.8222	0.9068
0.3752	9.8374	1210	0.8294	0.1137	0.8294	0.9107
0.3752	9.8537	1212	0.8351	0.0909	0.8351	0.9138
0.3752	9.8699	1214	0.8405	0.0909	0.8405	0.9168
0.3752	9.8862	1216	0.8411	0.0909	0.8411	0.9171
0.3752	9.9024	1218	0.8408	0.0909	0.8408	0.9170
0.3752	9.9187	1220	0.8434	0.0797	0.8434	0.9184
0.3752	9.9350	1222	0.8449	0.0797	0.8449	0.9192
0.3752	9.9512	1224	0.8465	0.0797	0.8465	0.9200
0.3752	9.9675	1226	0.8478	0.0797	0.8478	0.9207
0.3752	9.9837	1228	0.8491	0.0797	0.8491	0.9215
0.3752	10.0	1230	0.8496	0.0797	0.8496	0.9217

Framework versions

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