ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_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: 1.6637
• Qwk: 0.2836
• Mse: 1.6637
• Rmse: 1.2898

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	0.0225	2	6.9089	0.0056	6.9089	2.6285
No log	0.0449	4	4.4806	0.0696	4.4806	2.1168
No log	0.0674	6	4.0769	-0.0796	4.0769	2.0191
No log	0.0899	8	4.0996	-0.0622	4.0996	2.0247
No log	0.1124	10	2.7640	0.0147	2.7640	1.6625
No log	0.1348	12	2.0702	0.1120	2.0702	1.4388
No log	0.1573	14	2.0502	0.1905	2.0502	1.4318
No log	0.1798	16	1.9283	0.2459	1.9283	1.3886
No log	0.2022	18	1.6898	0.1651	1.6898	1.2999
No log	0.2247	20	2.2195	-0.0550	2.2195	1.4898
No log	0.2472	22	2.7746	-0.2353	2.7746	1.6657
No log	0.2697	24	2.3604	-0.0901	2.3604	1.5363
No log	0.2921	26	1.8809	0.0396	1.8809	1.3714
No log	0.3146	28	1.7530	0.0396	1.7530	1.3240
No log	0.3371	30	1.7806	0.1835	1.7806	1.3344
No log	0.3596	32	2.0027	0.2149	2.0027	1.4152
No log	0.3820	34	2.4175	0.0556	2.4175	1.5548
No log	0.4045	36	2.7049	0.0134	2.7049	1.6447
No log	0.4270	38	2.4388	0.0548	2.4388	1.5617
No log	0.4494	40	1.8449	0.3333	1.8449	1.3583
No log	0.4719	42	1.5146	0.2883	1.5146	1.2307
No log	0.4944	44	1.8401	0.0971	1.8401	1.3565
No log	0.5169	46	2.0538	0.0190	2.0538	1.4331
No log	0.5393	48	1.8941	0.1143	1.8941	1.3763
No log	0.5618	50	1.6067	0.2545	1.6067	1.2676
No log	0.5843	52	1.5091	0.3478	1.5091	1.2284
No log	0.6067	54	1.3658	0.3333	1.3658	1.1687
No log	0.6292	56	1.2914	0.3652	1.2914	1.1364
No log	0.6517	58	1.2274	0.4706	1.2274	1.1079
No log	0.6742	60	1.3067	0.4567	1.3067	1.1431
No log	0.6966	62	1.1981	0.5116	1.1981	1.0946
No log	0.7191	64	1.2843	0.3529	1.2843	1.1333
No log	0.7416	66	2.2917	0.0513	2.2917	1.5138
No log	0.7640	68	2.9037	-0.1983	2.9037	1.7040
No log	0.7865	70	2.2680	-0.0171	2.2680	1.5060
No log	0.8090	72	1.3785	0.3448	1.3785	1.1741
No log	0.8315	74	1.0735	0.5271	1.0735	1.0361
No log	0.8539	76	1.3562	0.5037	1.3562	1.1646
No log	0.8764	78	1.3311	0.5037	1.3311	1.1537
No log	0.8989	80	1.1447	0.5373	1.1447	1.0699
No log	0.9213	82	1.1617	0.5116	1.1617	1.0778
No log	0.9438	84	1.3574	0.4167	1.3574	1.1651
No log	0.9663	86	1.3408	0.3529	1.3408	1.1579
No log	0.9888	88	1.3906	0.35	1.3906	1.1792
No log	1.0112	90	1.2843	0.3934	1.2843	1.1333
No log	1.0337	92	1.2615	0.4355	1.2615	1.1232
No log	1.0562	94	1.1954	0.5197	1.1954	1.0934
No log	1.0787	96	1.2219	0.5481	1.2219	1.1054
No log	1.1011	98	1.2262	0.4724	1.2262	1.1073
No log	1.1236	100	1.2554	0.3966	1.2554	1.1204
No log	1.1461	102	1.4940	0.3621	1.4940	1.2223
No log	1.1685	104	1.5865	0.3304	1.5865	1.2595
No log	1.1910	106	1.4380	0.3590	1.4380	1.1992
No log	1.2135	108	1.3088	0.4590	1.3088	1.1440
No log	1.2360	110	1.2648	0.48	1.2648	1.1246
No log	1.2584	112	1.1519	0.5323	1.1519	1.0733
No log	1.2809	114	1.1003	0.5323	1.1003	1.0490
No log	1.3034	116	1.0716	0.6094	1.0716	1.0352
No log	1.3258	118	1.5042	0.3150	1.5042	1.2264
No log	1.3483	120	2.0428	0.1240	2.0428	1.4293
No log	1.3708	122	1.9760	0.1818	1.9760	1.4057
No log	1.3933	124	1.4147	0.3939	1.4147	1.1894
No log	1.4157	126	1.1619	0.5588	1.1619	1.0779
No log	1.4382	128	1.0497	0.6154	1.0497	1.0246
No log	1.4607	130	1.2388	0.5714	1.2388	1.1130
No log	1.4831	132	1.2824	0.4844	1.2824	1.1324
No log	1.5056	134	1.3622	0.4186	1.3622	1.1671
No log	1.5281	136	1.3695	0.4154	1.3695	1.1703
No log	1.5506	138	1.6567	0.3538	1.6567	1.2871
No log	1.5730	140	1.5384	0.3692	1.5384	1.2403
No log	1.5955	142	1.3572	0.4580	1.3572	1.1650
No log	1.6180	144	1.3590	0.4812	1.3590	1.1658
No log	1.6404	146	1.3754	0.4627	1.3754	1.1728
No log	1.6629	148	1.2839	0.4925	1.2839	1.1331
No log	1.6854	150	1.6278	0.3529	1.6278	1.2758
No log	1.7079	152	2.1325	0.2174	2.1325	1.4603
No log	1.7303	154	2.4737	0.1449	2.4737	1.5728
No log	1.7528	156	2.0875	0.2609	2.0875	1.4448
No log	1.7753	158	1.3571	0.4559	1.3571	1.1649
No log	1.7978	160	0.9972	0.6047	0.9972	0.9986
No log	1.8202	162	1.0353	0.5161	1.0353	1.0175
No log	1.8427	164	1.2641	0.512	1.2641	1.1243
No log	1.8652	166	1.7703	0.2615	1.7703	1.3305
No log	1.8876	168	2.0356	0.1692	2.0356	1.4268
No log	1.9101	170	1.8786	0.2154	1.8786	1.3706
No log	1.9326	172	1.3578	0.4800	1.3578	1.1653
No log	1.9551	174	1.1295	0.5246	1.1295	1.0628
No log	1.9775	176	1.1579	0.4918	1.1579	1.0761
No log	2.0	178	1.3931	0.4806	1.3931	1.1803
No log	2.0225	180	1.5716	0.4242	1.5716	1.2536
No log	2.0449	182	1.4252	0.4496	1.4252	1.1938
No log	2.0674	184	1.2924	0.4444	1.2924	1.1368
No log	2.0899	186	1.2494	0.4724	1.2494	1.1178
No log	2.1124	188	1.2075	0.4923	1.2075	1.0989
No log	2.1348	190	1.4548	0.4211	1.4548	1.2061
No log	2.1573	192	1.5220	0.3881	1.5220	1.2337
No log	2.1798	194	1.6817	0.3188	1.6817	1.2968
No log	2.2022	196	1.8982	0.2319	1.8982	1.3778
No log	2.2247	198	1.8325	0.2667	1.8325	1.3537
No log	2.2472	200	1.5205	0.4032	1.5205	1.2331
No log	2.2697	202	1.4585	0.375	1.4585	1.2077
No log	2.2921	204	1.5232	0.3860	1.5232	1.2342
No log	2.3146	206	1.6275	0.4065	1.6275	1.2757
No log	2.3371	208	1.6951	0.3566	1.6951	1.3019
No log	2.3596	210	1.9542	0.1515	1.9542	1.3979
No log	2.3820	212	2.1354	0.0916	2.1354	1.4613
No log	2.4045	214	2.2211	0.0469	2.2211	1.4903
No log	2.4270	216	2.1941	0.0336	2.1941	1.4813
No log	2.4494	218	1.7858	0.3103	1.7858	1.3363
No log	2.4719	220	1.3624	0.3559	1.3624	1.1672
No log	2.4944	222	1.0526	0.5574	1.0526	1.0259
No log	2.5169	224	0.9917	0.6308	0.9917	0.9958
No log	2.5393	226	1.1409	0.5075	1.1409	1.0681
No log	2.5618	228	1.7706	0.3556	1.7706	1.3306
No log	2.5843	230	2.2847	0.1168	2.2847	1.5115
No log	2.6067	232	2.3574	0.0889	2.3574	1.5354
No log	2.6292	234	2.0113	0.1374	2.0113	1.4182
No log	2.6517	236	1.6228	0.2969	1.6228	1.2739
No log	2.6742	238	1.4534	0.3548	1.4534	1.2056
No log	2.6966	240	1.5889	0.3000	1.5889	1.2605
No log	2.7191	242	1.8505	0.2131	1.8505	1.3603
No log	2.7416	244	2.0221	0.1301	2.0221	1.4220
No log	2.7640	246	2.0524	0.0781	2.0524	1.4326
No log	2.7865	248	1.9389	0.2256	1.9389	1.3924
No log	2.8090	250	1.9367	0.2667	1.9367	1.3917
No log	2.8315	252	1.6479	0.4	1.6479	1.2837
No log	2.8539	254	1.2423	0.4889	1.2423	1.1146
No log	2.8764	256	1.0213	0.5481	1.0213	1.0106
No log	2.8989	258	1.0077	0.5303	1.0077	1.0038
No log	2.9213	260	1.0093	0.5469	1.0093	1.0046
No log	2.9438	262	1.2461	0.4427	1.2461	1.1163
No log	2.9663	264	1.3759	0.4394	1.3759	1.1730
No log	2.9888	266	1.3138	0.4427	1.3138	1.1462
No log	3.0112	268	1.1480	0.48	1.1480	1.0714
No log	3.0337	270	1.0368	0.4839	1.0368	1.0182
No log	3.0562	272	0.9061	0.6260	0.9061	0.9519
No log	3.0787	274	0.8641	0.6765	0.8641	0.9296
No log	3.1011	276	0.9854	0.6131	0.9854	0.9927
No log	3.1236	278	1.3382	0.4733	1.3382	1.1568
No log	3.1461	280	1.7699	0.1639	1.7699	1.3304
No log	3.1685	282	2.1784	0.1311	2.1784	1.4759
No log	3.1910	284	2.0773	0.0992	2.0773	1.4413
No log	3.2135	286	1.4733	0.3279	1.4733	1.2138
No log	3.2360	288	1.0821	0.5556	1.0821	1.0402
No log	3.2584	290	1.0151	0.6190	1.0151	1.0075
No log	3.2809	292	1.0678	0.5246	1.0678	1.0334
No log	3.3034	294	1.2404	0.5041	1.2404	1.1137
No log	3.3258	296	1.5417	0.4154	1.5417	1.2416
No log	3.3483	298	1.6178	0.4394	1.6178	1.2719
No log	3.3708	300	1.5070	0.4427	1.5070	1.2276
No log	3.3933	302	1.2868	0.4885	1.2868	1.1344
No log	3.4157	304	1.2417	0.5414	1.2417	1.1143
No log	3.4382	306	1.4538	0.4361	1.4538	1.2057
No log	3.4607	308	1.8940	0.3111	1.8940	1.3762
No log	3.4831	310	2.1836	0.1527	2.1836	1.4777
No log	3.5056	312	2.1943	0.1240	2.1943	1.4813
No log	3.5281	314	2.0211	0.1575	2.0211	1.4216
No log	3.5506	316	1.6314	0.3556	1.6314	1.2773
No log	3.5730	318	1.5294	0.4275	1.5294	1.2367
No log	3.5955	320	1.4992	0.3910	1.4992	1.2244
No log	3.6180	322	1.5156	0.3910	1.5156	1.2311
No log	3.6404	324	1.6670	0.3881	1.6670	1.2911
No log	3.6629	326	1.7564	0.3881	1.7564	1.3253
No log	3.6854	328	1.6285	0.4427	1.6285	1.2761
No log	3.7079	330	1.4134	0.4320	1.4134	1.1889
No log	3.7303	332	1.2151	0.4483	1.2151	1.1023
No log	3.7528	334	1.0994	0.5410	1.0994	1.0485
No log	3.7753	336	1.1310	0.5238	1.1310	1.0635
No log	3.7978	338	1.4186	0.3465	1.4186	1.1910
No log	3.8202	340	1.6178	0.3175	1.6178	1.2719
No log	3.8427	342	1.4530	0.4154	1.4530	1.2054
No log	3.8652	344	1.1683	0.4769	1.1683	1.0809
No log	3.8876	346	0.9581	0.6260	0.9581	0.9788
No log	3.9101	348	0.9480	0.608	0.9480	0.9736
No log	3.9326	350	0.9688	0.608	0.9688	0.9843
No log	3.9551	352	1.0339	0.5	1.0339	1.0168
No log	3.9775	354	1.1780	0.496	1.1780	1.0854
No log	4.0	356	1.3300	0.4651	1.3300	1.1533
No log	4.0225	358	1.3327	0.4427	1.3327	1.1544
No log	4.0449	360	1.1867	0.4885	1.1867	1.0894
No log	4.0674	362	1.0471	0.6061	1.0471	1.0233
No log	4.0899	364	1.0169	0.6667	1.0169	1.0084
No log	4.1124	366	1.0723	0.6047	1.0723	1.0355
No log	4.1348	368	1.2628	0.5038	1.2628	1.1237
No log	4.1573	370	1.5367	0.3881	1.5367	1.2396
No log	4.1798	372	1.5855	0.3556	1.5855	1.2591
No log	4.2022	374	1.4445	0.4361	1.4445	1.2019
No log	4.2247	376	1.4135	0.4361	1.4135	1.1889
No log	4.2472	378	1.3875	0.4296	1.3875	1.1779
No log	4.2697	380	1.3228	0.4812	1.3228	1.1501
No log	4.2921	382	1.3243	0.4812	1.3243	1.1508
No log	4.3146	384	1.4678	0.4030	1.4678	1.2115
No log	4.3371	386	1.5970	0.3881	1.5970	1.2637
No log	4.3596	388	1.5331	0.4186	1.5331	1.2382
No log	4.3820	390	1.4381	0.4409	1.4381	1.1992
No log	4.4045	392	1.4620	0.4462	1.4620	1.2091
No log	4.4270	394	1.4783	0.4211	1.4783	1.2159
No log	4.4494	396	1.5140	0.4211	1.5140	1.2305
No log	4.4719	398	1.5021	0.4211	1.5021	1.2256
No log	4.4944	400	1.5358	0.4242	1.5358	1.2393
No log	4.5169	402	1.7092	0.3704	1.7092	1.3074
No log	4.5393	404	1.9439	0.2734	1.9439	1.3942
No log	4.5618	406	2.0405	0.2734	2.0405	1.4285
No log	4.5843	408	1.8618	0.2537	1.8618	1.3645
No log	4.6067	410	1.5420	0.3651	1.5420	1.2418
No log	4.6292	412	1.3687	0.4132	1.3687	1.1699
No log	4.6517	414	1.2705	0.5271	1.2705	1.1272
No log	4.6742	416	1.3182	0.4962	1.3182	1.1481
No log	4.6966	418	1.4926	0.3852	1.4926	1.2217
No log	4.7191	420	1.6008	0.3704	1.6008	1.2652
No log	4.7416	422	1.6324	0.3704	1.6324	1.2777
No log	4.7640	424	1.5195	0.3731	1.5195	1.2327
No log	4.7865	426	1.3300	0.4961	1.3300	1.1532
No log	4.8090	428	1.2364	0.4715	1.2364	1.1119
No log	4.8315	430	1.2044	0.5000	1.2044	1.0975
No log	4.8539	432	1.1736	0.4833	1.1736	1.0833
No log	4.8764	434	1.2105	0.4715	1.2105	1.1002
No log	4.8989	436	1.2905	0.48	1.2905	1.1360
No log	4.9213	438	1.3401	0.4375	1.3401	1.1576
No log	4.9438	440	1.4122	0.4580	1.4122	1.1884
No log	4.9663	442	1.5358	0.3852	1.5358	1.2393
No log	4.9888	444	1.5093	0.4179	1.5093	1.2286
No log	5.0112	446	1.3777	0.4580	1.3777	1.1737
No log	5.0337	448	1.1890	0.4531	1.1890	1.0904
No log	5.0562	450	1.2216	0.4580	1.2216	1.1053
No log	5.0787	452	1.2470	0.4812	1.2470	1.1167
No log	5.1011	454	1.4055	0.4361	1.4055	1.1856
No log	5.1236	456	1.5024	0.4361	1.5024	1.2257
No log	5.1461	458	1.4823	0.4030	1.4823	1.2175
No log	5.1685	460	1.4865	0.4211	1.4865	1.2192
No log	5.1910	462	1.4717	0.4545	1.4717	1.2131
No log	5.2135	464	1.4453	0.4427	1.4453	1.2022
No log	5.2360	466	1.3096	0.4640	1.3096	1.1444
No log	5.2584	468	1.2432	0.4640	1.2432	1.1150
No log	5.2809	470	1.2833	0.4444	1.2833	1.1328
No log	5.3034	472	1.2309	0.4844	1.2309	1.1095
No log	5.3258	474	1.1777	0.5231	1.1777	1.0852
No log	5.3483	476	1.1923	0.4923	1.1923	1.0919
No log	5.3708	478	1.2805	0.4812	1.2805	1.1316
No log	5.3933	480	1.2787	0.4812	1.2787	1.1308
No log	5.4157	482	1.2768	0.4812	1.2768	1.1300
No log	5.4382	484	1.1646	0.5113	1.1646	1.0792
No log	5.4607	486	1.1230	0.5373	1.1230	1.0597
No log	5.4831	488	1.2383	0.4812	1.2383	1.1128
No log	5.5056	490	1.5602	0.4275	1.5602	1.2491
No log	5.5281	492	1.6384	0.3906	1.6384	1.2800
No log	5.5506	494	1.5761	0.3333	1.5761	1.2554
No log	5.5730	496	1.4322	0.3902	1.4322	1.1968
No log	5.5955	498	1.4173	0.3361	1.4173	1.1905
0.4577	5.6180	500	1.4862	0.3051	1.4862	1.2191
0.4577	5.6404	502	1.5169	0.3051	1.5169	1.2316
0.4577	5.6629	504	1.5942	0.3051	1.5942	1.2626
0.4577	5.6854	506	1.6636	0.3415	1.6636	1.2898
0.4577	5.7079	508	1.6381	0.4094	1.6381	1.2799
0.4577	5.7303	510	1.5941	0.4094	1.5941	1.2626
0.4577	5.7528	512	1.6784	0.4062	1.6784	1.2955
0.4577	5.7753	514	1.6429	0.3876	1.6429	1.2818
0.4577	5.7978	516	1.6492	0.3721	1.6492	1.2842
0.4577	5.8202	518	1.5381	0.3721	1.5381	1.2402
0.4577	5.8427	520	1.4528	0.375	1.4528	1.2053
0.4577	5.8652	522	1.4588	0.4031	1.4588	1.2078
0.4577	5.8876	524	1.6556	0.3359	1.6556	1.2867
0.4577	5.9101	526	1.7184	0.3359	1.7184	1.3109
0.4577	5.9326	528	1.7901	0.2727	1.7901	1.3380
0.4577	5.9551	530	1.9749	0.1642	1.9749	1.4053
0.4577	5.9775	532	1.8763	0.2815	1.8763	1.3698
0.4577	6.0	534	1.7536	0.3309	1.7536	1.3242
0.4577	6.0225	536	1.5568	0.4328	1.5568	1.2477
0.4577	6.0449	538	1.5794	0.4179	1.5794	1.2567
0.4577	6.0674	540	1.7834	0.3188	1.7834	1.3354
0.4577	6.0899	542	1.7633	0.3358	1.7633	1.3279
0.4577	6.1124	544	1.5896	0.4186	1.5896	1.2608
0.4577	6.1348	546	1.4362	0.4219	1.4362	1.1984
0.4577	6.1573	548	1.4419	0.4219	1.4419	1.2008
0.4577	6.1798	550	1.5303	0.4219	1.5303	1.2370
0.4577	6.2022	552	1.7130	0.3382	1.7130	1.3088
0.4577	6.2247	554	1.7617	0.3382	1.7617	1.3273
0.4577	6.2472	556	1.6741	0.3407	1.6741	1.2939
0.4577	6.2697	558	1.5749	0.4122	1.5749	1.2549
0.4577	6.2921	560	1.5721	0.4	1.5721	1.2538
0.4577	6.3146	562	1.5867	0.4	1.5867	1.2596
0.4577	6.3371	564	1.5771	0.4062	1.5771	1.2558
0.4577	6.3596	566	1.6038	0.3876	1.6038	1.2664
0.4577	6.3820	568	1.6566	0.3910	1.6566	1.2871
0.4577	6.4045	570	1.5853	0.3876	1.5853	1.2591
0.4577	6.4270	572	1.4905	0.4186	1.4905	1.2209
0.4577	6.4494	574	1.5053	0.4	1.5053	1.2269
0.4577	6.4719	576	1.5806	0.4211	1.5806	1.2572
0.4577	6.4944	578	1.6924	0.3910	1.6924	1.3009
0.4577	6.5169	580	1.7513	0.3731	1.7513	1.3234
0.4577	6.5393	582	1.6889	0.4091	1.6889	1.2996
0.4577	6.5618	584	1.6552	0.3876	1.6552	1.2865
0.4577	6.5843	586	1.6185	0.4286	1.6185	1.2722
0.4577	6.6067	588	1.5444	0.4132	1.5444	1.2428
0.4577	6.6292	590	1.5190	0.4194	1.5190	1.2325
0.4577	6.6517	592	1.5717	0.4409	1.5717	1.2537
0.4577	6.6742	594	1.5548	0.4462	1.5548	1.2469
0.4577	6.6966	596	1.4155	0.4219	1.4155	1.1897
0.4577	6.7191	598	1.2519	0.4531	1.2519	1.1189
0.4577	6.7416	600	1.1139	0.4677	1.1139	1.0554
0.4577	6.7640	602	1.1014	0.4960	1.1014	1.0495
0.4577	6.7865	604	1.1937	0.4531	1.1937	1.0926
0.4577	6.8090	606	1.4320	0.4462	1.4320	1.1966
0.4577	6.8315	608	1.7424	0.3731	1.7424	1.3200
0.4577	6.8539	610	1.8239	0.3407	1.8239	1.3505
0.4577	6.8764	612	1.6942	0.3910	1.6942	1.3016
0.4577	6.8989	614	1.5927	0.4275	1.5927	1.2620
0.4577	6.9213	616	1.5876	0.4341	1.5876	1.2600
0.4577	6.9438	618	1.6364	0.4091	1.6364	1.2792
0.4577	6.9663	620	1.6604	0.3910	1.6604	1.2886
0.4577	6.9888	622	1.5348	0.4275	1.5348	1.2389
0.4577	7.0112	624	1.3544	0.4531	1.3544	1.1638
0.4577	7.0337	626	1.2917	0.4531	1.2917	1.1365
0.4577	7.0562	628	1.3252	0.4531	1.3252	1.1512
0.4577	7.0787	630	1.4115	0.4409	1.4115	1.1881
0.4577	7.1011	632	1.4916	0.4531	1.4916	1.2213
0.4577	7.1236	634	1.5011	0.4531	1.5011	1.2252
0.4577	7.1461	636	1.4602	0.4651	1.4602	1.2084
0.4577	7.1685	638	1.4519	0.4462	1.4519	1.2049
0.4577	7.1910	640	1.4562	0.4580	1.4562	1.2067
0.4577	7.2135	642	1.4548	0.4394	1.4548	1.2061
0.4577	7.2360	644	1.2743	0.4580	1.2743	1.1288
0.4577	7.2584	646	1.1623	0.5	1.1623	1.0781
0.4577	7.2809	648	1.1631	0.4762	1.1631	1.0785
0.4577	7.3034	650	1.2640	0.4844	1.2640	1.1243
0.4577	7.3258	652	1.4063	0.4580	1.4063	1.1859
0.4577	7.3483	654	1.5014	0.4462	1.5014	1.2253
0.4577	7.3708	656	1.5233	0.4275	1.5233	1.2342
0.4577	7.3933	658	1.4508	0.4580	1.4508	1.2045
0.4577	7.4157	660	1.2532	0.4724	1.2532	1.1194
0.4577	7.4382	662	1.1274	0.5469	1.1274	1.0618
0.4577	7.4607	664	1.1238	0.5426	1.1238	1.0601
0.4577	7.4831	666	1.2482	0.4806	1.2482	1.1172
0.4577	7.5056	668	1.4732	0.4545	1.4732	1.2138
0.4577	7.5281	670	1.5684	0.4030	1.5684	1.2524
0.4577	7.5506	672	1.4995	0.4545	1.4995	1.2245
0.4577	7.5730	674	1.3383	0.4769	1.3383	1.1569
0.4577	7.5955	676	1.2259	0.5	1.2259	1.1072
0.4577	7.6180	678	1.2429	0.4724	1.2429	1.1149
0.4577	7.6404	680	1.3915	0.4769	1.3915	1.1796
0.4577	7.6629	682	1.5335	0.4545	1.5335	1.2383
0.4577	7.6854	684	1.7341	0.4060	1.7341	1.3168
0.4577	7.7079	686	1.8548	0.2609	1.8548	1.3619
0.4577	7.7303	688	1.8202	0.2774	1.8202	1.3491
0.4577	7.7528	690	1.6187	0.4545	1.6187	1.2723
0.4577	7.7753	692	1.4235	0.4769	1.4235	1.1931
0.4577	7.7978	694	1.2931	0.4651	1.2931	1.1371
0.4577	7.8202	696	1.2492	0.4651	1.2492	1.1177
0.4577	7.8427	698	1.3299	0.4580	1.3299	1.1532
0.4577	7.8652	700	1.5612	0.4545	1.5612	1.2495
0.4577	7.8876	702	1.6428	0.3731	1.6428	1.2817
0.4577	7.9101	704	1.6106	0.3910	1.6106	1.2691
0.4577	7.9326	706	1.6330	0.3910	1.6330	1.2779
0.4577	7.9551	708	1.4903	0.4462	1.4903	1.2208
0.4577	7.9775	710	1.3778	0.4651	1.3778	1.1738
0.4577	8.0	712	1.3142	0.4724	1.3142	1.1464
0.4577	8.0225	714	1.3498	0.4651	1.3498	1.1618
0.4577	8.0449	716	1.4741	0.4462	1.4741	1.2141
0.4577	8.0674	718	1.6067	0.4427	1.6067	1.2676
0.4577	8.0899	720	1.5945	0.4427	1.5945	1.2628
0.4577	8.1124	722	1.5396	0.4427	1.5396	1.2408
0.4577	8.1348	724	1.4580	0.4462	1.4580	1.2075
0.4577	8.1573	726	1.4322	0.4567	1.4322	1.1967
0.4577	8.1798	728	1.4603	0.4462	1.4603	1.2084
0.4577	8.2022	730	1.4842	0.4545	1.4842	1.2183
0.4577	8.2247	732	1.5705	0.4427	1.5705	1.2532
0.4577	8.2472	734	1.6461	0.3910	1.6461	1.2830
0.4577	8.2697	736	1.5191	0.4427	1.5191	1.2325
0.4577	8.2921	738	1.2497	0.4580	1.2497	1.1179
0.4577	8.3146	740	1.0392	0.5397	1.0392	1.0194
0.4577	8.3371	742	0.9747	0.5574	0.9747	0.9873
0.4577	8.3596	744	0.9987	0.5289	0.9987	0.9994
0.4577	8.3820	746	1.1115	0.512	1.1115	1.0543
0.4577	8.4045	748	1.3413	0.4427	1.3413	1.1581
0.4577	8.4270	750	1.5537	0.4427	1.5537	1.2465
0.4577	8.4494	752	1.6047	0.4091	1.6047	1.2668
0.4577	8.4719	754	1.5621	0.4427	1.5621	1.2499
0.4577	8.4944	756	1.4298	0.4545	1.4298	1.1958
0.4577	8.5169	758	1.3220	0.4925	1.3220	1.1498
0.4577	8.5393	760	1.2049	0.4885	1.2049	1.0977
0.4577	8.5618	762	1.2062	0.4848	1.2062	1.0983
0.4577	8.5843	764	1.3000	0.4925	1.3000	1.1402
0.4577	8.6067	766	1.3473	0.4545	1.3473	1.1607
0.4577	8.6292	768	1.4673	0.4427	1.4673	1.2113
0.4577	8.6517	770	1.4926	0.4427	1.4926	1.2217
0.4577	8.6742	772	1.4003	0.4427	1.4003	1.1833
0.4577	8.6966	774	1.3777	0.4308	1.3777	1.1738
0.4577	8.7191	776	1.3884	0.4341	1.3884	1.1783
0.4577	8.7416	778	1.4371	0.4427	1.4371	1.1988
0.4577	8.7640	780	1.4614	0.4427	1.4614	1.2089
0.4577	8.7865	782	1.4080	0.4427	1.4080	1.1866
0.4577	8.8090	784	1.3586	0.4545	1.3586	1.1656
0.4577	8.8315	786	1.3576	0.4545	1.3576	1.1652
0.4577	8.8539	788	1.4091	0.4545	1.4091	1.1870
0.4577	8.8764	790	1.4521	0.4427	1.4521	1.2050
0.4577	8.8989	792	1.4022	0.4427	1.4022	1.1842
0.4577	8.9213	794	1.4457	0.4427	1.4457	1.2024
0.4577	8.9438	796	1.4940	0.4427	1.4940	1.2223
0.4577	8.9663	798	1.5576	0.3910	1.5576	1.2480
0.4577	8.9888	800	1.5488	0.3910	1.5488	1.2445
0.4577	9.0112	802	1.4086	0.4545	1.4086	1.1869
0.4577	9.0337	804	1.2237	0.4531	1.2237	1.1062
0.4577	9.0562	806	1.1605	0.4844	1.1605	1.0773
0.4577	9.0787	808	1.2367	0.4531	1.2367	1.1121
0.4577	9.1011	810	1.3787	0.4545	1.3787	1.1742
0.4577	9.1236	812	1.5131	0.3852	1.5131	1.2301
0.4577	9.1461	814	1.6116	0.3529	1.6116	1.2695
0.4577	9.1685	816	1.7366	0.3235	1.7366	1.3178
0.4577	9.1910	818	1.7251	0.3235	1.7251	1.3134
0.4577	9.2135	820	1.5973	0.3529	1.5973	1.2638
0.4577	9.2360	822	1.3531	0.4545	1.3531	1.1632
0.4577	9.2584	824	1.2674	0.4697	1.2674	1.1258
0.4577	9.2809	826	1.3239	0.4427	1.3239	1.1506
0.4577	9.3034	828	1.4774	0.4242	1.4774	1.2155
0.4577	9.3258	830	1.5764	0.3910	1.5764	1.2556
0.4577	9.3483	832	1.5073	0.4308	1.5073	1.2277
0.4577	9.3708	834	1.4429	0.4219	1.4429	1.2012
0.4577	9.3933	836	1.3986	0.4409	1.3986	1.1826
0.4577	9.4157	838	1.4564	0.4219	1.4564	1.2068
0.4577	9.4382	840	1.5953	0.3788	1.5953	1.2630
0.4577	9.4607	842	1.8389	0.2920	1.8389	1.3561
0.4577	9.4831	844	1.9620	0.2754	1.9620	1.4007
0.4577	9.5056	846	1.8806	0.2754	1.8806	1.3714
0.4577	9.5281	848	1.6499	0.3704	1.6499	1.2845
0.4577	9.5506	850	1.4444	0.4341	1.4444	1.2018
0.4577	9.5730	852	1.3359	0.4341	1.3359	1.1558
0.4577	9.5955	854	1.3370	0.4531	1.3370	1.1563
0.4577	9.6180	856	1.4200	0.4341	1.4200	1.1916
0.4577	9.6404	858	1.5530	0.4219	1.5530	1.2462
0.4577	9.6629	860	1.7235	0.3407	1.7235	1.3128
0.4577	9.6854	862	1.7982	0.3407	1.7982	1.3410
0.4577	9.7079	864	1.7889	0.3407	1.7889	1.3375
0.4577	9.7303	866	1.6805	0.3407	1.6805	1.2963
0.4577	9.7528	868	1.4693	0.4211	1.4693	1.2121
0.4577	9.7753	870	1.2885	0.4615	1.2885	1.1351
0.4577	9.7978	872	1.1936	0.4844	1.1936	1.0925
0.4577	9.8202	874	1.1643	0.4844	1.1643	1.0790
0.4577	9.8427	876	1.1984	0.4844	1.1984	1.0947
0.4577	9.8652	878	1.2683	0.4531	1.2683	1.1262
0.4577	9.8876	880	1.3456	0.4462	1.3456	1.1600
0.4577	9.9101	882	1.3789	0.4462	1.3789	1.1743
0.4577	9.9326	884	1.4117	0.4252	1.4117	1.1881
0.4577	9.9551	886	1.3880	0.4252	1.3880	1.1781
0.4577	9.9775	888	1.4185	0.4219	1.4185	1.1910
0.4577	10.0	890	1.5126	0.4	1.5126	1.2299
0.4577	10.0225	892	1.5777	0.3759	1.5777	1.2561
0.4577	10.0449	894	1.5547	0.3582	1.5547	1.2469
0.4577	10.0674	896	1.4496	0.4091	1.4496	1.2040
0.4577	10.0899	898	1.3416	0.4462	1.3416	1.1583
0.4577	10.1124	900	1.2363	0.4496	1.2363	1.1119
0.4577	10.1348	902	1.2089	0.4762	1.2089	1.0995
0.4577	10.1573	904	1.2418	0.496	1.2418	1.1144
0.4577	10.1798	906	1.3133	0.4567	1.3133	1.1460
0.4577	10.2022	908	1.4606	0.4341	1.4606	1.2085
0.4577	10.2247	910	1.6010	0.3582	1.6010	1.2653
0.4577	10.2472	912	1.6157	0.3582	1.6157	1.2711
0.4577	10.2697	914	1.5262	0.4122	1.5262	1.2354
0.4577	10.2921	916	1.4006	0.4603	1.4006	1.1835
0.4577	10.3146	918	1.3647	0.4762	1.3647	1.1682
0.4577	10.3371	920	1.4049	0.4341	1.4049	1.1853
0.4577	10.3596	922	1.4574	0.4	1.4574	1.2072
0.4577	10.3820	924	1.4785	0.4094	1.4785	1.2159
0.4577	10.4045	926	1.5339	0.3876	1.5339	1.2385
0.4577	10.4270	928	1.6315	0.3636	1.6315	1.2773
0.4577	10.4494	930	1.6695	0.3459	1.6695	1.2921
0.4577	10.4719	932	1.6650	0.3459	1.6650	1.2904
0.4577	10.4944	934	1.5971	0.3969	1.5971	1.2638
0.4577	10.5169	936	1.4342	0.4341	1.4342	1.1976
0.4577	10.5393	938	1.3478	0.4531	1.3478	1.1609
0.4577	10.5618	940	1.3663	0.4341	1.3663	1.1689
0.4577	10.5843	942	1.5219	0.3969	1.5219	1.2337
0.4577	10.6067	944	1.8155	0.3382	1.8155	1.3474
0.4577	10.6292	946	2.0175	0.2714	2.0175	1.4204
0.4577	10.6517	948	2.0330	0.2878	2.0330	1.4258
0.4577	10.6742	950	1.9024	0.3066	1.9024	1.3793
0.4577	10.6966	952	1.6905	0.3407	1.6905	1.3002
0.4577	10.7191	954	1.4539	0.4341	1.4539	1.2058
0.4577	10.7416	956	1.3387	0.4531	1.3387	1.1570
0.4577	10.7640	958	1.2992	0.4567	1.2992	1.1398
0.4577	10.7865	960	1.3227	0.4341	1.3227	1.1501
0.4577	10.8090	962	1.3959	0.4341	1.3959	1.1815
0.4577	10.8315	964	1.5267	0.3969	1.5267	1.2356
0.4577	10.8539	966	1.6631	0.3407	1.6631	1.2896
0.4577	10.8764	968	1.7177	0.3407	1.7177	1.3106
0.4577	10.8989	970	1.6455	0.3910	1.6455	1.2828
0.4577	10.9213	972	1.5018	0.4	1.5018	1.2255
0.4577	10.9438	974	1.4517	0.4219	1.4517	1.2049
0.4577	10.9663	976	1.4500	0.4409	1.4500	1.2042
0.4577	10.9888	978	1.4752	0.4444	1.4752	1.2146
0.4577	11.0112	980	1.5056	0.4409	1.5056	1.2270
0.4577	11.0337	982	1.5131	0.4409	1.5131	1.2301
0.4577	11.0562	984	1.5238	0.4219	1.5238	1.2344
0.4577	11.0787	986	1.5976	0.3876	1.5976	1.2640
0.4577	11.1011	988	1.5921	0.3876	1.5921	1.2618
0.4577	11.1236	990	1.5730	0.3876	1.5730	1.2542
0.4577	11.1461	992	1.5202	0.4341	1.5202	1.2329
0.4577	11.1685	994	1.5114	0.4341	1.5114	1.2294
0.4577	11.1910	996	1.4866	0.4341	1.4866	1.2193
0.4577	11.2135	998	1.4526	0.4531	1.4526	1.2052
0.0819	11.2360	1000	1.4708	0.4341	1.4708	1.2128
0.0819	11.2584	1002	1.4908	0.4219	1.4908	1.2210
0.0819	11.2809	1004	1.5217	0.4219	1.5217	1.2336
0.0819	11.3034	1006	1.4879	0.4219	1.4879	1.2198
0.0819	11.3258	1008	1.4285	0.4409	1.4285	1.1952
0.0819	11.3483	1010	1.3834	0.4640	1.3834	1.1762
0.0819	11.3708	1012	1.4015	0.4228	1.4015	1.1839
0.0819	11.3933	1014	1.4577	0.4640	1.4577	1.2074
0.0819	11.4157	1016	1.6185	0.3692	1.6185	1.2722
0.0819	11.4382	1018	1.7617	0.2815	1.7617	1.3273
0.0819	11.4607	1020	1.8153	0.2464	1.8153	1.3473
0.0819	11.4831	1022	1.7366	0.2815	1.7366	1.3178
0.0819	11.5056	1024	1.6637	0.2836	1.6637	1.2898

Framework versions

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