ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_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: 1.6415
• Qwk: 0.3913
• Mse: 1.6415
• Rmse: 1.2812

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	0.0377	2	6.9867	0.0057	6.9867	2.6432
No log	0.0755	4	4.4501	0.0750	4.4501	2.1095
No log	0.1132	6	3.0383	0.0714	3.0383	1.7431
No log	0.1509	8	2.2717	0.1842	2.2717	1.5072
No log	0.1887	10	2.2728	0.1333	2.2728	1.5076
No log	0.2264	12	2.2999	0.1438	2.2999	1.5166
No log	0.2642	14	2.0547	0.2590	2.0547	1.4334
No log	0.3019	16	1.9922	0.3088	1.9922	1.4114
No log	0.3396	18	1.9965	0.3286	1.9965	1.4130
No log	0.3774	20	1.7721	0.3385	1.7721	1.3312
No log	0.4151	22	1.5845	0.3200	1.5845	1.2588
No log	0.4528	24	1.4067	0.1982	1.4067	1.1861
No log	0.4906	26	1.6090	0.1714	1.6090	1.2684
No log	0.5283	28	1.5912	0.1714	1.5912	1.2614
No log	0.5660	30	1.5014	0.2632	1.5014	1.2253
No log	0.6038	32	1.4345	0.3548	1.4345	1.1977
No log	0.6415	34	1.3424	0.4590	1.3424	1.1586
No log	0.6792	36	1.4257	0.3761	1.4257	1.1940
No log	0.7170	38	1.3979	0.3559	1.3979	1.1823
No log	0.7547	40	1.5132	0.4	1.5132	1.2301
No log	0.7925	42	1.5007	0.4132	1.5007	1.2251
No log	0.8302	44	1.4538	0.4202	1.4538	1.2057
No log	0.8679	46	1.2648	0.5344	1.2648	1.1246
No log	0.9057	48	1.2293	0.5455	1.2293	1.1087
No log	0.9434	50	1.2018	0.5669	1.2018	1.0963
No log	0.9811	52	1.1691	0.5038	1.1691	1.0813
No log	1.0189	54	1.1543	0.5303	1.1543	1.0744
No log	1.0566	56	1.2688	0.4375	1.2688	1.1264
No log	1.0943	58	1.2332	0.5038	1.2332	1.1105
No log	1.1321	60	1.1114	0.5882	1.1114	1.0542
No log	1.1698	62	1.1552	0.5778	1.1552	1.0748
No log	1.2075	64	1.2860	0.4545	1.2860	1.1340
No log	1.2453	66	1.3764	0.3721	1.3764	1.1732
No log	1.2830	68	1.2195	0.4964	1.2195	1.1043
No log	1.3208	70	1.0134	0.6331	1.0134	1.0067
No log	1.3585	72	0.9839	0.6383	0.9839	0.9919
No log	1.3962	74	1.1029	0.6	1.1029	1.0502
No log	1.4340	76	1.2745	0.5441	1.2745	1.1289
No log	1.4717	78	1.0615	0.6043	1.0615	1.0303
No log	1.5094	80	1.0360	0.5839	1.0360	1.0179
No log	1.5472	82	1.0949	0.5429	1.0949	1.0464
No log	1.5849	84	1.0170	0.6277	1.0170	1.0085
No log	1.6226	86	1.0410	0.5802	1.0410	1.0203
No log	1.6604	88	1.1189	0.5839	1.1189	1.0578
No log	1.6981	90	1.3979	0.4	1.3979	1.1823
No log	1.7358	92	1.6457	0.3358	1.6457	1.2829
No log	1.7736	94	1.6138	0.3358	1.6138	1.2704
No log	1.8113	96	1.4779	0.2655	1.4779	1.2157
No log	1.8491	98	1.4150	0.3186	1.4150	1.1896
No log	1.8868	100	1.3541	0.4724	1.3541	1.1637
No log	1.9245	102	1.4963	0.4462	1.4963	1.2232
No log	1.9623	104	1.9203	0.1642	1.9203	1.3858
No log	2.0	106	2.2375	0.0465	2.2375	1.4958
No log	2.0377	108	2.3049	-0.0484	2.3049	1.5182
No log	2.0755	110	1.9558	0.2158	1.9558	1.3985
No log	2.1132	112	1.5318	0.3504	1.5318	1.2377
No log	2.1509	114	1.4018	0.4179	1.4018	1.1840
No log	2.1887	116	1.5870	0.3676	1.5870	1.2598
No log	2.2264	118	1.9598	0.2238	1.9598	1.3999
No log	2.2642	120	2.0776	0.2083	2.0776	1.4414
No log	2.3019	122	2.0549	0.2083	2.0549	1.4335
No log	2.3396	124	1.7831	0.3165	1.7831	1.3353
No log	2.3774	126	1.3900	0.4580	1.3900	1.1790
No log	2.4151	128	1.3337	0.4844	1.3337	1.1548
No log	2.4528	130	1.4420	0.4030	1.4420	1.2008
No log	2.4906	132	1.7051	0.3188	1.7051	1.3058
No log	2.5283	134	1.9722	0.2517	1.9722	1.4043
No log	2.5660	136	1.9264	0.2553	1.9264	1.3880
No log	2.6038	138	1.7866	0.2878	1.7866	1.3366
No log	2.6415	140	1.4007	0.3942	1.4007	1.1835
No log	2.6792	142	1.3149	0.4776	1.3149	1.1467
No log	2.7170	144	1.2450	0.5152	1.2450	1.1158
No log	2.7547	146	1.3067	0.4462	1.3067	1.1431
No log	2.7925	148	1.2590	0.4848	1.2590	1.1221
No log	2.8302	150	1.1571	0.6061	1.1571	1.0757
No log	2.8679	152	1.1797	0.5263	1.1797	1.0861
No log	2.9057	154	1.2905	0.4776	1.2905	1.1360
No log	2.9434	156	1.2483	0.5294	1.2483	1.1173
No log	2.9811	158	1.3509	0.4928	1.3509	1.1623
No log	3.0189	160	1.6159	0.3358	1.6159	1.2712
No log	3.0566	162	1.5315	0.3676	1.5315	1.2375
No log	3.0943	164	1.1577	0.5899	1.1577	1.0760
No log	3.1321	166	0.9455	0.6567	0.9455	0.9723
No log	3.1698	168	0.9095	0.6567	0.9095	0.9537
No log	3.2075	170	1.0701	0.6324	1.0701	1.0345
No log	3.2453	172	1.2041	0.5714	1.2041	1.0973
No log	3.2830	174	1.3435	0.4179	1.3435	1.1591
No log	3.3208	176	1.2151	0.5455	1.2151	1.1023
No log	3.3585	178	1.1125	0.6260	1.1125	1.0548
No log	3.3962	180	1.1316	0.6074	1.1316	1.0638
No log	3.4340	182	1.2246	0.5714	1.2246	1.1066
No log	3.4717	184	1.2188	0.5714	1.2188	1.1040
No log	3.5094	186	1.2260	0.5714	1.2260	1.1072
No log	3.5472	188	1.0939	0.5899	1.0939	1.0459
No log	3.5849	190	1.0956	0.6074	1.0956	1.0467
No log	3.6226	192	1.2377	0.5037	1.2377	1.1125
No log	3.6604	194	1.1985	0.5455	1.1985	1.0948
No log	3.6981	196	1.1273	0.6047	1.1273	1.0618
No log	3.7358	198	1.0474	0.6	1.0474	1.0234
No log	3.7736	200	1.0585	0.6418	1.0585	1.0289
No log	3.8113	202	1.2393	0.5109	1.2393	1.1133
No log	3.8491	204	1.3483	0.4748	1.3483	1.1612
No log	3.8868	206	1.3874	0.4681	1.3874	1.1779
No log	3.9245	208	1.6120	0.3309	1.6120	1.2696
No log	3.9623	210	1.8708	0.2695	1.8708	1.3678
No log	4.0	212	1.8628	0.2695	1.8628	1.3648
No log	4.0377	214	1.8588	0.3000	1.8588	1.3634
No log	4.0755	216	1.6739	0.3286	1.6739	1.2938
No log	4.1132	218	1.4150	0.3731	1.4150	1.1895
No log	4.1509	220	1.1991	0.4651	1.1991	1.0950
No log	4.1887	222	1.1983	0.4427	1.1983	1.0947
No log	4.2264	224	1.2524	0.4427	1.2524	1.1191
No log	4.2642	226	1.2474	0.4961	1.2474	1.1169
No log	4.3019	228	1.2708	0.4769	1.2708	1.1273
No log	4.3396	230	1.1271	0.5606	1.1271	1.0616
No log	4.3774	232	0.9949	0.6364	0.9949	0.9975
No log	4.4151	234	1.0011	0.6567	1.0011	1.0006
No log	4.4528	236	1.1704	0.5294	1.1704	1.0818
No log	4.4906	238	1.3402	0.5	1.3402	1.1577
No log	4.5283	240	1.3604	0.5	1.3604	1.1664
No log	4.5660	242	1.3570	0.4889	1.3570	1.1649
No log	4.6038	244	1.2161	0.5672	1.2161	1.1028
No log	4.6415	246	1.1878	0.5426	1.1878	1.0898
No log	4.6792	248	1.1647	0.5692	1.1647	1.0792
No log	4.7170	250	1.2304	0.4697	1.2304	1.1092
No log	4.7547	252	1.3216	0.4361	1.3216	1.1496
No log	4.7925	254	1.2933	0.4361	1.2933	1.1372
No log	4.8302	256	1.2702	0.4394	1.2702	1.1270
No log	4.8679	258	1.2005	0.4427	1.2005	1.0957
No log	4.9057	260	1.1368	0.5156	1.1368	1.0662
No log	4.9434	262	1.1920	0.4733	1.1920	1.0918
No log	4.9811	264	1.3826	0.4328	1.3826	1.1758
No log	5.0189	266	1.6793	0.3212	1.6793	1.2959
No log	5.0566	268	1.6404	0.3382	1.6404	1.2808
No log	5.0943	270	1.2973	0.4662	1.2973	1.1390
No log	5.1321	272	1.1717	0.5263	1.1717	1.0825
No log	5.1698	274	1.2475	0.4925	1.2475	1.1169
No log	5.2075	276	1.4659	0.4179	1.4659	1.2107
No log	5.2453	278	1.3825	0.4706	1.3825	1.1758
No log	5.2830	280	1.1368	0.5522	1.1368	1.0662
No log	5.3208	282	1.0734	0.5522	1.0734	1.0360
No log	5.3585	284	1.3059	0.4964	1.3059	1.1427
No log	5.3962	286	1.4656	0.4444	1.4656	1.2106
No log	5.4340	288	1.3109	0.5075	1.3109	1.1449
No log	5.4717	290	1.1590	0.5802	1.1590	1.0765
No log	5.5094	292	1.1946	0.5625	1.1946	1.0930
No log	5.5472	294	1.1512	0.5760	1.1512	1.0729
No log	5.5849	296	1.1549	0.5312	1.1549	1.0747
No log	5.6226	298	1.2815	0.4848	1.2815	1.1320
No log	5.6604	300	1.5154	0.3881	1.5154	1.2310
No log	5.6981	302	1.5737	0.3704	1.5737	1.2545
No log	5.7358	304	1.4041	0.4593	1.4041	1.1849
No log	5.7736	306	1.2896	0.4662	1.2896	1.1356
No log	5.8113	308	1.2806	0.4662	1.2806	1.1317
No log	5.8491	310	1.2137	0.4640	1.2137	1.1017
No log	5.8868	312	1.2284	0.4640	1.2284	1.1083
No log	5.9245	314	1.3156	0.4427	1.3156	1.1470
No log	5.9623	316	1.3878	0.4328	1.3878	1.1780
No log	6.0	318	1.3003	0.4662	1.3003	1.1403
No log	6.0377	320	1.2345	0.5294	1.2345	1.1111
No log	6.0755	322	1.2599	0.5037	1.2599	1.1225
No log	6.1132	324	1.4146	0.4328	1.4146	1.1894
No log	6.1509	326	1.5979	0.3358	1.5979	1.2641
No log	6.1887	328	1.5370	0.3704	1.5370	1.2398
No log	6.2264	330	1.3170	0.4480	1.3170	1.1476
No log	6.2642	332	1.2464	0.4640	1.2464	1.1164
No log	6.3019	334	1.2231	0.5271	1.2231	1.1059
No log	6.3396	336	1.1880	0.5263	1.1880	1.0900
No log	6.3774	338	1.2547	0.4848	1.2547	1.1201
No log	6.4151	340	1.5152	0.4234	1.5152	1.2310
No log	6.4528	342	1.5670	0.3971	1.5670	1.2518
No log	6.4906	344	1.5767	0.3971	1.5767	1.2557
No log	6.5283	346	1.6262	0.3529	1.6262	1.2752
No log	6.5660	348	1.4575	0.3881	1.4575	1.2073
No log	6.6038	350	1.2985	0.4545	1.2985	1.1395
No log	6.6415	352	1.2134	0.5156	1.2134	1.1015
No log	6.6792	354	1.2928	0.4462	1.2928	1.1370
No log	6.7170	356	1.4375	0.4361	1.4375	1.1990
No log	6.7547	358	1.6357	0.3529	1.6357	1.2790
No log	6.7925	360	1.6933	0.3529	1.6933	1.3013
No log	6.8302	362	1.5085	0.4179	1.5085	1.2282
No log	6.8679	364	1.2131	0.5271	1.2131	1.1014
No log	6.9057	366	1.1512	0.4762	1.1512	1.0729
No log	6.9434	368	1.2072	0.5271	1.2072	1.0987
No log	6.9811	370	1.3718	0.4394	1.3718	1.1712
No log	7.0189	372	1.5178	0.4179	1.5178	1.2320
No log	7.0566	374	1.4225	0.4444	1.4225	1.1927
No log	7.0943	376	1.2119	0.4776	1.2119	1.1009
No log	7.1321	378	1.0888	0.5522	1.0888	1.0435
No log	7.1698	380	1.0861	0.5263	1.0861	1.0421
No log	7.2075	382	1.2483	0.5037	1.2483	1.1173
No log	7.2453	384	1.3343	0.4776	1.3343	1.1551
No log	7.2830	386	1.3164	0.5037	1.3164	1.1473
No log	7.3208	388	1.1964	0.5294	1.1964	1.0938
No log	7.3585	390	1.1391	0.5758	1.1391	1.0673
No log	7.3962	392	1.1376	0.5758	1.1376	1.0666
No log	7.4340	394	1.2366	0.5294	1.2366	1.1120
No log	7.4717	396	1.3496	0.4478	1.3496	1.1617
No log	7.5094	398	1.4482	0.4478	1.4482	1.2034
No log	7.5472	400	1.5400	0.4444	1.5400	1.2410
No log	7.5849	402	1.4208	0.4478	1.4208	1.1920
No log	7.6226	404	1.2842	0.4925	1.2842	1.1332
No log	7.6604	406	1.1758	0.5152	1.1758	1.0843
No log	7.6981	408	1.1749	0.5152	1.1749	1.0839
No log	7.7358	410	1.2743	0.5	1.2743	1.1288
No log	7.7736	412	1.3938	0.4394	1.3938	1.1806
No log	7.8113	414	1.3427	0.4462	1.3427	1.1587
No log	7.8491	416	1.1689	0.5385	1.1689	1.0812
No log	7.8868	418	1.0919	0.5538	1.0919	1.0450
No log	7.9245	420	1.1414	0.5152	1.1414	1.0684
No log	7.9623	422	1.3020	0.4925	1.3020	1.1411
No log	8.0	424	1.5422	0.4088	1.5422	1.2418
No log	8.0377	426	1.5422	0.4173	1.5422	1.2418
No log	8.0755	428	1.3828	0.5109	1.3828	1.1759
No log	8.1132	430	1.1882	0.5735	1.1882	1.0901
No log	8.1509	432	1.1192	0.5735	1.1192	1.0579
No log	8.1887	434	1.1869	0.5224	1.1869	1.0894
No log	8.2264	436	1.3351	0.4848	1.3351	1.1554
No log	8.2642	438	1.3991	0.4662	1.3991	1.1828
No log	8.3019	440	1.4018	0.4662	1.4018	1.1840
No log	8.3396	442	1.2868	0.4848	1.2868	1.1344
No log	8.3774	444	1.2308	0.5344	1.2308	1.1094
No log	8.4151	446	1.2638	0.4733	1.2638	1.1242
No log	8.4528	448	1.3029	0.4848	1.3029	1.1415
No log	8.4906	450	1.3815	0.4848	1.3815	1.1754
No log	8.5283	452	1.3371	0.4733	1.3371	1.1563
No log	8.5660	454	1.2340	0.5238	1.2340	1.1109
No log	8.6038	456	1.2154	0.5397	1.2154	1.1025
No log	8.6415	458	1.2404	0.512	1.2404	1.1137
No log	8.6792	460	1.3665	0.4733	1.3665	1.1690
No log	8.7170	462	1.5716	0.4265	1.5716	1.2536
No log	8.7547	464	1.6653	0.3942	1.6653	1.2905
No log	8.7925	466	1.4787	0.4706	1.4787	1.2160
No log	8.8302	468	1.2317	0.5735	1.2317	1.1098
No log	8.8679	470	1.0872	0.5373	1.0872	1.0427
No log	8.9057	472	1.1111	0.5373	1.1111	1.0541
No log	8.9434	474	1.1985	0.5	1.1985	1.0947
No log	8.9811	476	1.2431	0.5113	1.2431	1.1149
No log	9.0189	478	1.2802	0.5113	1.2802	1.1314
No log	9.0566	480	1.4042	0.4925	1.4042	1.1850
No log	9.0943	482	1.5069	0.4380	1.5069	1.2276
No log	9.1321	484	1.5535	0.3913	1.5535	1.2464
No log	9.1698	486	1.4477	0.4889	1.4477	1.2032
No log	9.2075	488	1.3707	0.4662	1.3707	1.1708
No log	9.2453	490	1.1417	0.5344	1.1417	1.0685
No log	9.2830	492	1.0828	0.5692	1.0828	1.0406
No log	9.3208	494	1.1542	0.5	1.1542	1.0743
No log	9.3585	496	1.2650	0.4394	1.2650	1.1247
No log	9.3962	498	1.3397	0.4394	1.3397	1.1575
0.3458	9.4340	500	1.3053	0.4394	1.3053	1.1425
0.3458	9.4717	502	1.2241	0.5113	1.2241	1.1064
0.3458	9.5094	504	1.1261	0.5113	1.1261	1.0612
0.3458	9.5472	506	1.1712	0.5224	1.1712	1.0822
0.3458	9.5849	508	1.4429	0.4662	1.4429	1.2012
0.3458	9.6226	510	1.6813	0.3333	1.6813	1.2967
0.3458	9.6604	512	1.6692	0.3333	1.6692	1.2920
0.3458	9.6981	514	1.4780	0.4478	1.4780	1.2157
0.3458	9.7358	516	1.2060	0.4962	1.2060	1.0982
0.3458	9.7736	518	1.1557	0.5000	1.1557	1.0750
0.3458	9.8113	520	1.2509	0.5191	1.2509	1.1184
0.3458	9.8491	522	1.4276	0.4308	1.4276	1.1948
0.3458	9.8868	524	1.6460	0.3259	1.6460	1.2830
0.3458	9.9245	526	1.6777	0.2920	1.6777	1.2953
0.3458	9.9623	528	1.5120	0.4122	1.5120	1.2296
0.3458	10.0	530	1.3744	0.4697	1.3744	1.1724
0.3458	10.0377	532	1.2755	0.4844	1.2755	1.1294
0.3458	10.0755	534	1.2033	0.5000	1.2033	1.0970
0.3458	10.1132	536	1.2173	0.5231	1.2173	1.1033
0.3458	10.1509	538	1.3260	0.4580	1.3260	1.1515
0.3458	10.1887	540	1.3569	0.4308	1.3569	1.1649
0.3458	10.2264	542	1.2855	0.4651	1.2855	1.1338
0.3458	10.2642	544	1.2078	0.4878	1.2078	1.0990
0.3458	10.3019	546	1.1947	0.5082	1.1947	1.0930
0.3458	10.3396	548	1.1910	0.4878	1.1910	1.0913
0.3458	10.3774	550	1.2301	0.4961	1.2301	1.1091
0.3458	10.4151	552	1.3167	0.4923	1.3167	1.1475
0.3458	10.4528	554	1.4785	0.3939	1.4785	1.2159
0.3458	10.4906	556	1.5882	0.3939	1.5882	1.2602
0.3458	10.5283	558	1.5431	0.3939	1.5431	1.2422
0.3458	10.5660	560	1.3858	0.4580	1.3858	1.1772
0.3458	10.6038	562	1.2690	0.4724	1.2690	1.1265
0.3458	10.6415	564	1.2773	0.4603	1.2773	1.1302
0.3458	10.6792	566	1.3066	0.4724	1.3066	1.1431
0.3458	10.7170	568	1.3707	0.4462	1.3707	1.1708
0.3458	10.7547	570	1.4761	0.3939	1.4761	1.2149
0.3458	10.7925	572	1.4762	0.4211	1.4762	1.2150
0.3458	10.8302	574	1.2989	0.4848	1.2989	1.1397
0.3458	10.8679	576	1.1710	0.4885	1.1710	1.0821
0.3458	10.9057	578	1.1451	0.5197	1.1451	1.0701
0.3458	10.9434	580	1.1978	0.5197	1.1978	1.0944
0.3458	10.9811	582	1.3002	0.4531	1.3002	1.1402
0.3458	11.0189	584	1.4424	0.4308	1.4424	1.2010
0.3458	11.0566	586	1.5002	0.4122	1.5002	1.2248
0.3458	11.0943	588	1.4473	0.4308	1.4473	1.2030
0.3458	11.1321	590	1.3447	0.4531	1.3447	1.1596
0.3458	11.1698	592	1.2473	0.4724	1.2473	1.1168
0.3458	11.2075	594	1.1869	0.5	1.1869	1.0895
0.3458	11.2453	596	1.1772	0.5	1.1772	1.0850
0.3458	11.2830	598	1.2093	0.5	1.2093	1.0997
0.3458	11.3208	600	1.3009	0.4923	1.3009	1.1406
0.3458	11.3585	602	1.4450	0.4122	1.4450	1.2021
0.3458	11.3962	604	1.4912	0.3939	1.4912	1.2212
0.3458	11.4340	606	1.4418	0.4122	1.4418	1.2007
0.3458	11.4717	608	1.4066	0.4394	1.4066	1.1860
0.3458	11.5094	610	1.3255	0.4580	1.3255	1.1513
0.3458	11.5472	612	1.2906	0.4662	1.2906	1.1360
0.3458	11.5849	614	1.2802	0.4925	1.2802	1.1315
0.3458	11.6226	616	1.2687	0.5294	1.2687	1.1264
0.3458	11.6604	618	1.2555	0.5294	1.2555	1.1205
0.3458	11.6981	620	1.2645	0.5294	1.2645	1.1245
0.3458	11.7358	622	1.3453	0.4925	1.3453	1.1599
0.3458	11.7736	624	1.4749	0.4478	1.4749	1.2144
0.3458	11.8113	626	1.4597	0.4662	1.4597	1.2082
0.3458	11.8491	628	1.3853	0.4662	1.3853	1.1770
0.3458	11.8868	630	1.3406	0.4961	1.3406	1.1578
0.3458	11.9245	632	1.3764	0.4961	1.3764	1.1732
0.3458	11.9623	634	1.4726	0.4394	1.4726	1.2135
0.3458	12.0	636	1.5361	0.4361	1.5361	1.2394
0.3458	12.0377	638	1.4714	0.4662	1.4714	1.2130
0.3458	12.0755	640	1.3684	0.4662	1.3684	1.1698
0.3458	12.1132	642	1.3252	0.4662	1.3252	1.1512
0.3458	12.1509	644	1.2752	0.4925	1.2752	1.1292
0.3458	12.1887	646	1.3064	0.4925	1.3064	1.1430
0.3458	12.2264	648	1.2600	0.4925	1.2600	1.1225
0.3458	12.2642	650	1.2520	0.4662	1.2520	1.1189
0.3458	12.3019	652	1.3239	0.4662	1.3239	1.1506
0.3458	12.3396	654	1.4598	0.4179	1.4598	1.2082
0.3458	12.3774	656	1.4926	0.4091	1.4926	1.2217
0.3458	12.4151	658	1.4070	0.4122	1.4070	1.1862
0.3458	12.4528	660	1.3348	0.4961	1.3348	1.1553
0.3458	12.4906	662	1.2809	0.5231	1.2809	1.1318
0.3458	12.5283	664	1.1888	0.5426	1.1888	1.0903
0.3458	12.5660	666	1.1284	0.5802	1.1284	1.0623
0.3458	12.6038	668	1.1271	0.5821	1.1271	1.0616
0.3458	12.6415	670	1.2472	0.4662	1.2472	1.1168
0.3458	12.6792	672	1.4340	0.4478	1.4340	1.1975
0.3458	12.7170	674	1.5505	0.4444	1.5505	1.2452
0.3458	12.7547	676	1.4768	0.4179	1.4768	1.2152
0.3458	12.7925	678	1.3814	0.4211	1.3814	1.1753
0.3458	12.8302	680	1.2776	0.4923	1.2776	1.1303
0.3458	12.8679	682	1.2475	0.4923	1.2475	1.1169
0.3458	12.9057	684	1.2686	0.4923	1.2686	1.1263
0.3458	12.9434	686	1.2575	0.5	1.2575	1.1214
0.3458	12.9811	688	1.3124	0.4662	1.3124	1.1456
0.3458	13.0189	690	1.4007	0.4478	1.4007	1.1835
0.3458	13.0566	692	1.3490	0.4662	1.3490	1.1615
0.3458	13.0943	694	1.2042	0.5113	1.2042	1.0974
0.3458	13.1321	696	1.1788	0.5538	1.1788	1.0857
0.3458	13.1698	698	1.2321	0.4769	1.2321	1.1100
0.3458	13.2075	700	1.3722	0.4662	1.3722	1.1714
0.3458	13.2453	702	1.5069	0.4478	1.5069	1.2276
0.3458	13.2830	704	1.5302	0.4478	1.5302	1.2370
0.3458	13.3208	706	1.3969	0.4662	1.3969	1.1819
0.3458	13.3585	708	1.2073	0.4848	1.2073	1.0988
0.3458	13.3962	710	1.1530	0.5238	1.1530	1.0738
0.3458	13.4340	712	1.1640	0.5312	1.1640	1.0789
0.3458	13.4717	714	1.2369	0.4662	1.2369	1.1121
0.3458	13.5094	716	1.4308	0.4478	1.4308	1.1961
0.3458	13.5472	718	1.7258	0.3881	1.7258	1.3137
0.3458	13.5849	720	1.8834	0.2899	1.8834	1.3724
0.3458	13.6226	722	1.8726	0.2899	1.8726	1.3684
0.3458	13.6604	724	1.6964	0.4148	1.6964	1.3025
0.3458	13.6981	726	1.4478	0.4478	1.4478	1.2032
0.3458	13.7358	728	1.2571	0.4662	1.2571	1.1212
0.3458	13.7736	730	1.2221	0.5037	1.2221	1.1055
0.3458	13.8113	732	1.2666	0.4776	1.2666	1.1254
0.3458	13.8491	734	1.3154	0.4662	1.3154	1.1469
0.3458	13.8868	736	1.3754	0.4662	1.3754	1.1728
0.3458	13.9245	738	1.4411	0.4394	1.4411	1.2004
0.3458	13.9623	740	1.5442	0.4394	1.5442	1.2426
0.3458	14.0	742	1.6144	0.4179	1.6144	1.2706
0.3458	14.0377	744	1.5848	0.4478	1.5848	1.2589
0.3458	14.0755	746	1.4544	0.4662	1.4544	1.2060
0.3458	14.1132	748	1.2895	0.4662	1.2895	1.1356
0.3458	14.1509	750	1.1757	0.5455	1.1757	1.0843
0.3458	14.1887	752	1.1761	0.5714	1.1761	1.0845
0.3458	14.2264	754	1.2611	0.5191	1.2611	1.1230
0.3458	14.2642	756	1.3346	0.4662	1.3346	1.1552
0.3458	14.3019	758	1.3347	0.4662	1.3347	1.1553
0.3458	14.3396	760	1.3148	0.4662	1.3148	1.1466
0.3458	14.3774	762	1.3039	0.5191	1.3039	1.1419
0.3458	14.4151	764	1.2813	0.5191	1.2813	1.1320
0.3458	14.4528	766	1.2233	0.5	1.2233	1.1060
0.3458	14.4906	768	1.1877	0.512	1.1877	1.0898
0.3458	14.5283	770	1.1858	0.4921	1.1858	1.0890
0.3458	14.5660	772	1.1876	0.5	1.1876	1.0898
0.3458	14.6038	774	1.2648	0.5	1.2648	1.1246
0.3458	14.6415	776	1.3493	0.4662	1.3493	1.1616
0.3458	14.6792	778	1.3676	0.4662	1.3676	1.1694
0.3458	14.7170	780	1.4038	0.4662	1.4038	1.1848
0.3458	14.7547	782	1.4070	0.4662	1.4070	1.1862
0.3458	14.7925	784	1.2963	0.5185	1.2963	1.1385
0.3458	14.8302	786	1.2618	0.5522	1.2618	1.1233
0.3458	14.8679	788	1.2679	0.5522	1.2679	1.1260
0.3458	14.9057	790	1.3310	0.5	1.3310	1.1537
0.3458	14.9434	792	1.4144	0.4662	1.4144	1.1893
0.3458	14.9811	794	1.4888	0.4394	1.4888	1.2201
0.3458	15.0189	796	1.5524	0.4179	1.5524	1.2460
0.3458	15.0566	798	1.5632	0.4179	1.5632	1.2503
0.3458	15.0943	800	1.5091	0.4394	1.5091	1.2285
0.3458	15.1321	802	1.3827	0.4662	1.3827	1.1759
0.3458	15.1698	804	1.2593	0.5263	1.2593	1.1222
0.3458	15.2075	806	1.1792	0.5821	1.1792	1.0859
0.3458	15.2453	808	1.1551	0.6074	1.1551	1.0748
0.3458	15.2830	810	1.2146	0.5821	1.2146	1.1021
0.3458	15.3208	812	1.3296	0.4662	1.3296	1.1531
0.3458	15.3585	814	1.4221	0.4662	1.4221	1.1925
0.3458	15.3962	816	1.4967	0.4478	1.4967	1.2234
0.3458	15.4340	818	1.5081	0.4478	1.5081	1.2280
0.3458	15.4717	820	1.4490	0.4662	1.4490	1.2037
0.3458	15.5094	822	1.3991	0.4662	1.3991	1.1828
0.3458	15.5472	824	1.3854	0.5191	1.3854	1.1770
0.3458	15.5849	826	1.4368	0.4662	1.4368	1.1986
0.3458	15.6226	828	1.4969	0.4394	1.4969	1.2235
0.3458	15.6604	830	1.5630	0.3852	1.5630	1.2502
0.3458	15.6981	832	1.6197	0.3852	1.6197	1.2727
0.3458	15.7358	834	1.6483	0.3852	1.6483	1.2839
0.3458	15.7736	836	1.6415	0.3913	1.6415	1.2812

Framework versions

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