ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k13_task2_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: 1.4411
• Qwk: 0.0528
• Mse: 1.4411
• Rmse: 1.2004

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	0.0303	2	4.5386	0.0010	4.5386	2.1304
No log	0.0606	4	3.0100	-0.0434	3.0100	1.7349
No log	0.0909	6	1.8483	0.0062	1.8483	1.3595
No log	0.1212	8	1.7829	0.0062	1.7829	1.3353
No log	0.1515	10	1.3878	0.0185	1.3878	1.1781
No log	0.1818	12	1.2623	0.0527	1.2623	1.1235
No log	0.2121	14	1.3091	0.0904	1.3091	1.1442
No log	0.2424	16	1.3898	0.0628	1.3898	1.1789
No log	0.2727	18	1.4844	-0.0983	1.4844	1.2184
No log	0.3030	20	1.4737	-0.0537	1.4737	1.2140
No log	0.3333	22	1.4474	0.0063	1.4474	1.2031
No log	0.3636	24	1.6719	-0.1304	1.6719	1.2930
No log	0.3939	26	1.7328	-0.0534	1.7328	1.3164
No log	0.4242	28	1.8021	-0.0227	1.8021	1.3424
No log	0.4545	30	1.7785	-0.0383	1.7785	1.3336
No log	0.4848	32	1.3956	0.0077	1.3956	1.1814
No log	0.5152	34	1.2899	0.1247	1.2899	1.1357
No log	0.5455	36	1.3207	0.0454	1.3207	1.1492
No log	0.5758	38	1.2663	0.0802	1.2663	1.1253
No log	0.6061	40	1.3025	0.0722	1.3025	1.1413
No log	0.6364	42	1.4949	0.0	1.4949	1.2227
No log	0.6667	44	1.7207	0.0	1.7207	1.3118
No log	0.6970	46	1.7904	0.0	1.7904	1.3381
No log	0.7273	48	1.9147	0.0	1.9147	1.3837
No log	0.7576	50	1.7328	0.0	1.7328	1.3163
No log	0.7879	52	1.4128	0.0	1.4128	1.1886
No log	0.8182	54	1.2275	0.2095	1.2275	1.1079
No log	0.8485	56	1.2931	0.2245	1.2931	1.1372
No log	0.8788	58	1.3893	0.0922	1.3893	1.1787
No log	0.9091	60	1.3342	0.0414	1.3342	1.1551
No log	0.9394	62	1.3408	0.0532	1.3408	1.1579
No log	0.9697	64	1.3212	0.0586	1.3212	1.1494
No log	1.0	66	1.5876	0.0186	1.5876	1.2600
No log	1.0303	68	2.2727	-0.0106	2.2727	1.5075
No log	1.0606	70	2.6337	0.0212	2.6337	1.6229
No log	1.0909	72	2.4269	-0.0281	2.4269	1.5579
No log	1.1212	74	1.6429	0.0010	1.6429	1.2817
No log	1.1515	76	1.3623	0.0420	1.3623	1.1672
No log	1.1818	78	1.3602	0.0420	1.3602	1.1663
No log	1.2121	80	1.3622	0.0464	1.3622	1.1672
No log	1.2424	82	1.5769	-0.0407	1.5769	1.2558
No log	1.2727	84	1.7358	-0.0182	1.7358	1.3175
No log	1.3030	86	1.4892	0.0186	1.4892	1.2203
No log	1.3333	88	1.2803	0.0977	1.2803	1.1315
No log	1.3636	90	1.3249	0.0628	1.3249	1.1510
No log	1.3939	92	1.2919	0.0802	1.2919	1.1366
No log	1.4242	94	1.2059	0.2023	1.2059	1.0981
No log	1.4545	96	1.3006	0.1013	1.3006	1.1404
No log	1.4848	98	1.4440	0.0714	1.4440	1.2017
No log	1.5152	100	1.3262	0.0456	1.3262	1.1516
No log	1.5455	102	1.2186	0.0722	1.2186	1.1039
No log	1.5758	104	1.1999	0.1076	1.1998	1.0954
No log	1.6061	106	1.2414	0.0948	1.2414	1.1142
No log	1.6364	108	1.3674	0.0984	1.3674	1.1694
No log	1.6667	110	1.5466	0.0362	1.5466	1.2436
No log	1.6970	112	1.4474	0.0473	1.4474	1.2031
No log	1.7273	114	1.2481	0.1044	1.2481	1.1172
No log	1.7576	116	1.3771	0.2288	1.3771	1.1735
No log	1.7879	118	1.5633	0.1257	1.5633	1.2503
No log	1.8182	120	1.5566	0.0176	1.5566	1.2476
No log	1.8485	122	1.5818	0.1328	1.5818	1.2577
No log	1.8788	124	1.6467	0.0630	1.6467	1.2832
No log	1.9091	126	1.7818	0.0754	1.7818	1.3349
No log	1.9394	128	1.6149	0.0494	1.6149	1.2708
No log	1.9697	130	1.6630	0.0636	1.6630	1.2896
No log	2.0	132	1.8120	-0.0288	1.8120	1.3461
No log	2.0303	134	1.5801	0.1156	1.5801	1.2570
No log	2.0606	136	1.5758	0.1275	1.5758	1.2553
No log	2.0909	138	1.6795	0.0328	1.6795	1.2960
No log	2.1212	140	1.5566	0.0724	1.5566	1.2476
No log	2.1515	142	1.5454	0.0654	1.5454	1.2431
No log	2.1818	144	1.4877	0.1043	1.4877	1.2197
No log	2.2121	146	1.4606	0.0758	1.4606	1.2085
No log	2.2424	148	1.5140	0.0732	1.5140	1.2305
No log	2.2727	150	1.4268	0.0698	1.4268	1.1945
No log	2.3030	152	1.3697	0.0898	1.3697	1.1703
No log	2.3333	154	1.4066	0.1445	1.4066	1.1860
No log	2.3636	156	1.4204	0.1737	1.4204	1.1918
No log	2.3939	158	1.3716	0.0931	1.3716	1.1712
No log	2.4242	160	1.4920	0.1418	1.4920	1.2215
No log	2.4545	162	1.6380	0.0968	1.6380	1.2798
No log	2.4848	164	1.5124	0.1553	1.5124	1.2298
No log	2.5152	166	1.3998	0.1699	1.3998	1.1831
No log	2.5455	168	1.4836	0.1207	1.4836	1.2180
No log	2.5758	170	1.5389	0.1348	1.5389	1.2405
No log	2.6061	172	1.5070	0.1443	1.5070	1.2276
No log	2.6364	174	1.6219	0.1562	1.6219	1.2735
No log	2.6667	176	1.7158	0.1081	1.7158	1.3099
No log	2.6970	178	1.7133	0.0561	1.7133	1.3089
No log	2.7273	180	1.5619	0.1015	1.5619	1.2498
No log	2.7576	182	1.4202	0.1981	1.4202	1.1917
No log	2.7879	184	1.3801	0.2123	1.3801	1.1748
No log	2.8182	186	1.3768	0.1782	1.3768	1.1734
No log	2.8485	188	1.3558	0.2188	1.3558	1.1644
No log	2.8788	190	1.3699	0.2188	1.3699	1.1704
No log	2.9091	192	1.3920	0.1973	1.3920	1.1798
No log	2.9394	194	1.3823	0.1836	1.3823	1.1757
No log	2.9697	196	1.3721	0.2360	1.3721	1.1714
No log	3.0	198	1.3720	0.2374	1.3720	1.1713
No log	3.0303	200	1.3693	0.2468	1.3693	1.1702
No log	3.0606	202	1.3794	0.1578	1.3794	1.1745
No log	3.0909	204	1.4612	0.1801	1.4612	1.2088
No log	3.1212	206	1.4769	0.1707	1.4769	1.2153
No log	3.1515	208	1.4612	0.2063	1.4612	1.2088
No log	3.1818	210	1.4635	0.1883	1.4635	1.2097
No log	3.2121	212	1.5086	0.1764	1.5086	1.2283
No log	3.2424	214	1.5469	0.1899	1.5469	1.2438
No log	3.2727	216	1.5463	0.1812	1.5463	1.2435
No log	3.3030	218	1.5858	0.1602	1.5858	1.2593
No log	3.3333	220	1.4925	0.1847	1.4925	1.2217
No log	3.3636	222	1.5112	0.1907	1.5112	1.2293
No log	3.3939	224	1.5655	0.2346	1.5655	1.2512
No log	3.4242	226	1.6868	0.0859	1.6868	1.2988
No log	3.4545	228	1.7312	0.1887	1.7312	1.3157
No log	3.4848	230	1.6443	0.1653	1.6443	1.2823
No log	3.5152	232	1.5538	0.1681	1.5538	1.2465
No log	3.5455	234	1.3978	0.1707	1.3978	1.1823
No log	3.5758	236	1.3518	0.1466	1.3518	1.1627
No log	3.6061	238	1.3493	0.1722	1.3493	1.1616
No log	3.6364	240	1.3520	0.1935	1.3520	1.1627
No log	3.6667	242	1.3720	0.1975	1.3720	1.1713
No log	3.6970	244	1.4409	0.2431	1.4409	1.2004
No log	3.7273	246	1.5101	0.3064	1.5101	1.2289
No log	3.7576	248	1.5030	0.2445	1.5030	1.2260
No log	3.7879	250	1.6306	0.1474	1.6306	1.2769
No log	3.8182	252	1.6581	0.1314	1.6581	1.2877
No log	3.8485	254	1.5320	0.1296	1.5320	1.2377
No log	3.8788	256	1.5665	0.1534	1.5665	1.2516
No log	3.9091	258	1.6164	0.1929	1.6164	1.2714
No log	3.9394	260	1.5937	0.1643	1.5937	1.2624
No log	3.9697	262	1.4761	0.1686	1.4761	1.2149
No log	4.0	264	1.5121	0.1444	1.5121	1.2297
No log	4.0303	266	1.5929	0.1288	1.5929	1.2621
No log	4.0606	268	1.5295	0.1240	1.5295	1.2367
No log	4.0909	270	1.5293	0.2089	1.5293	1.2366
No log	4.1212	272	1.7171	0.0267	1.7171	1.3104
No log	4.1515	274	1.6922	0.0651	1.6922	1.3008
No log	4.1818	276	1.5061	0.0647	1.5061	1.2272
No log	4.2121	278	1.3548	0.1504	1.3548	1.1640
No log	4.2424	280	1.3360	0.0135	1.3360	1.1559
No log	4.2727	282	1.3618	0.0113	1.3618	1.1669
No log	4.3030	284	1.3510	0.1628	1.3510	1.1623
No log	4.3333	286	1.4151	0.1712	1.4151	1.1896
No log	4.3636	288	1.5510	0.0263	1.5510	1.2454
No log	4.3939	290	1.5902	0.0614	1.5902	1.2610
No log	4.4242	292	1.5879	0.0685	1.5879	1.2601
No log	4.4545	294	1.6202	0.0602	1.6202	1.2729
No log	4.4848	296	1.5090	0.2334	1.5090	1.2284
No log	4.5152	298	1.4348	0.2176	1.4348	1.1978
No log	4.5455	300	1.4338	0.2121	1.4338	1.1974
No log	4.5758	302	1.4826	0.1339	1.4826	1.2176
No log	4.6061	304	1.4901	0.1084	1.4901	1.2207
No log	4.6364	306	1.5646	0.1171	1.5646	1.2508
No log	4.6667	308	1.5174	0.1254	1.5174	1.2318
No log	4.6970	310	1.4870	0.1483	1.4870	1.2194
No log	4.7273	312	1.3776	0.2103	1.3776	1.1737
No log	4.7576	314	1.3930	0.1897	1.3930	1.1802
No log	4.7879	316	1.4310	0.2689	1.4310	1.1962
No log	4.8182	318	1.5191	0.1866	1.5191	1.2325
No log	4.8485	320	1.6294	0.1443	1.6294	1.2765
No log	4.8788	322	1.5847	0.0673	1.5847	1.2589
No log	4.9091	324	1.4424	0.2050	1.4424	1.2010
No log	4.9394	326	1.3813	0.2050	1.3813	1.1753
No log	4.9697	328	1.3181	0.2019	1.3181	1.1481
No log	5.0	330	1.3297	0.1281	1.3297	1.1531
No log	5.0303	332	1.4484	0.1313	1.4484	1.2035
No log	5.0606	334	1.4858	0.0987	1.4858	1.2190
No log	5.0909	336	1.3810	0.1371	1.3810	1.1752
No log	5.1212	338	1.3256	0.2604	1.3256	1.1513
No log	5.1515	340	1.3116	0.2673	1.3116	1.1453
No log	5.1818	342	1.3051	0.2673	1.3051	1.1424
No log	5.2121	344	1.3155	0.2947	1.3155	1.1469
No log	5.2424	346	1.3935	0.1519	1.3935	1.1805
No log	5.2727	348	1.4820	0.1254	1.4820	1.2174
No log	5.3030	350	1.4719	0.2028	1.4719	1.2132
No log	5.3333	352	1.4356	0.1758	1.4356	1.1982
No log	5.3636	354	1.3871	0.2260	1.3871	1.1777
No log	5.3939	356	1.4115	0.2260	1.4115	1.1881
No log	5.4242	358	1.4633	0.1338	1.4633	1.2097
No log	5.4545	360	1.5155	0.1602	1.5155	1.2310
No log	5.4848	362	1.6118	0.1256	1.6118	1.2696
No log	5.5152	364	1.6069	0.1256	1.6069	1.2676
No log	5.5455	366	1.5171	0.1726	1.5171	1.2317
No log	5.5758	368	1.4487	0.1617	1.4487	1.2036
No log	5.6061	370	1.4613	0.1986	1.4613	1.2089
No log	5.6364	372	1.4507	0.2301	1.4507	1.2045
No log	5.6667	374	1.4053	0.1989	1.4053	1.1854
No log	5.6970	376	1.3295	0.1911	1.3295	1.1531
No log	5.7273	378	1.3095	0.1209	1.3095	1.1443
No log	5.7576	380	1.3403	0.1209	1.3403	1.1577
No log	5.7879	382	1.3834	0.1737	1.3834	1.1762
No log	5.8182	384	1.5080	0.2154	1.5080	1.2280
No log	5.8485	386	1.7053	0.0813	1.7053	1.3059
No log	5.8788	388	1.8214	0.0888	1.8214	1.3496
No log	5.9091	390	1.7440	0.1595	1.7440	1.3206
No log	5.9394	392	1.6091	0.0927	1.6091	1.2685
No log	5.9697	394	1.4073	0.1345	1.4073	1.1863
No log	6.0	396	1.3058	0.1015	1.3058	1.1427
No log	6.0303	398	1.2980	0.1546	1.2980	1.1393
No log	6.0606	400	1.3120	0.1605	1.3120	1.1454
No log	6.0909	402	1.3402	0.1658	1.3402	1.1577
No log	6.1212	404	1.3695	0.1599	1.3695	1.1703
No log	6.1515	406	1.3541	0.1814	1.3541	1.1637
No log	6.1818	408	1.3575	0.1814	1.3575	1.1651
No log	6.2121	410	1.4152	0.1405	1.4152	1.1896
No log	6.2424	412	1.5506	0.1583	1.5506	1.2452
No log	6.2727	414	1.5840	0.1416	1.5840	1.2586
No log	6.3030	416	1.4933	0.0732	1.4933	1.2220
No log	6.3333	418	1.3616	0.1952	1.3616	1.1669
No log	6.3636	420	1.3323	0.1183	1.3323	1.1543
No log	6.3939	422	1.3651	0.1183	1.3651	1.1684
No log	6.4242	424	1.4201	0.1614	1.4201	1.1917
No log	6.4545	426	1.4773	0.1986	1.4773	1.2155
No log	6.4848	428	1.4903	0.2349	1.4903	1.2208
No log	6.5152	430	1.4583	0.2349	1.4583	1.2076
No log	6.5455	432	1.3879	0.1278	1.3879	1.1781
No log	6.5758	434	1.3423	0.1722	1.3423	1.1586
No log	6.6061	436	1.3269	0.1491	1.3269	1.1519
No log	6.6364	438	1.3562	0.0713	1.3562	1.1645
No log	6.6667	440	1.4116	0.1371	1.4116	1.1881
No log	6.6970	442	1.5328	0.1807	1.5328	1.2381
No log	6.7273	444	1.6666	0.0726	1.6666	1.2910
No log	6.7576	446	1.6685	0.0973	1.6685	1.2917
No log	6.7879	448	1.6187	0.1575	1.6187	1.2723
No log	6.8182	450	1.4618	0.2236	1.4618	1.2090
No log	6.8485	452	1.3654	0.1584	1.3654	1.1685
No log	6.8788	454	1.3394	0.1179	1.3394	1.1573
No log	6.9091	456	1.3473	0.1344	1.3473	1.1607
No log	6.9394	458	1.4421	0.1650	1.4421	1.2009
No log	6.9697	460	1.5291	0.1364	1.5291	1.2366
No log	7.0	462	1.4749	0.1076	1.4749	1.2144
No log	7.0303	464	1.3655	0.0619	1.3655	1.1685
No log	7.0606	466	1.2529	0.1217	1.2529	1.1194
No log	7.0909	468	1.2351	0.1860	1.2351	1.1114
No log	7.1212	470	1.2391	0.1244	1.2391	1.1132
No log	7.1515	472	1.2694	0.1467	1.2694	1.1267
No log	7.1818	474	1.3573	0.1153	1.3573	1.1650
No log	7.2121	476	1.4553	0.1311	1.4553	1.2064
No log	7.2424	478	1.4648	0.0806	1.4648	1.2103
No log	7.2727	480	1.4545	0.0123	1.4545	1.2060
No log	7.3030	482	1.4426	0.0123	1.4426	1.2011
No log	7.3333	484	1.4674	0.0123	1.4674	1.2113
No log	7.3636	486	1.5370	0.0994	1.5370	1.2398
No log	7.3939	488	1.6685	0.0765	1.6685	1.2917
No log	7.4242	490	1.7275	0.0726	1.7275	1.3144
No log	7.4545	492	1.6590	0.0821	1.6590	1.2880
No log	7.4848	494	1.5595	0.0961	1.5595	1.2488
No log	7.5152	496	1.4912	0.0347	1.4912	1.2212
No log	7.5455	498	1.4297	0.0806	1.4297	1.1957
0.4635	7.5758	500	1.4159	0.1185	1.4159	1.1899
0.4635	7.6061	502	1.3783	0.1026	1.3783	1.1740
0.4635	7.6364	504	1.3413	0.1026	1.3413	1.1582
0.4635	7.6667	506	1.3611	0.0675	1.3611	1.1667
0.4635	7.6970	508	1.3765	0.1183	1.3765	1.1732
0.4635	7.7273	510	1.3607	0.1662	1.3607	1.1665
0.4635	7.7576	512	1.3687	0.0741	1.3687	1.1699
0.4635	7.7879	514	1.3801	0.1371	1.3801	1.1748
0.4635	7.8182	516	1.4288	0.2050	1.4288	1.1953
0.4635	7.8485	518	1.4987	0.0685	1.4987	1.2242
0.4635	7.8788	520	1.5349	0.1041	1.5349	1.2389
0.4635	7.9091	522	1.4780	0.2084	1.4780	1.2157
0.4635	7.9394	524	1.4136	0.2050	1.4136	1.1890
0.4635	7.9697	526	1.4254	0.2431	1.4254	1.1939
0.4635	8.0	528	1.3760	0.1396	1.3760	1.1730
0.4635	8.0303	530	1.3384	0.1793	1.3384	1.1569
0.4635	8.0606	532	1.3292	0.1793	1.3292	1.1529
0.4635	8.0909	534	1.3545	0.1396	1.3545	1.1638
0.4635	8.1212	536	1.4553	0.1864	1.4553	1.2064
0.4635	8.1515	538	1.5758	0.1738	1.5758	1.2553
0.4635	8.1818	540	1.5324	0.1735	1.5324	1.2379
0.4635	8.2121	542	1.5182	0.1823	1.5182	1.2322
0.4635	8.2424	544	1.4724	0.1824	1.4724	1.2134
0.4635	8.2727	546	1.4021	0.2166	1.4021	1.1841
0.4635	8.3030	548	1.3983	0.1509	1.3983	1.1825
0.4635	8.3333	550	1.4250	0.1920	1.4250	1.1937
0.4635	8.3636	552	1.5324	0.1449	1.5324	1.2379
0.4635	8.3939	554	1.5743	0.1670	1.5743	1.2547
0.4635	8.4242	556	1.5124	0.1252	1.5124	1.2298
0.4635	8.4545	558	1.4399	0.1717	1.4399	1.1999
0.4635	8.4848	560	1.3640	0.1975	1.3640	1.1679
0.4635	8.5152	562	1.3664	0.2123	1.3664	1.1690
0.4635	8.5455	564	1.4135	0.2288	1.4135	1.1889
0.4635	8.5758	566	1.5471	0.1634	1.5471	1.2438
0.4635	8.6061	568	1.6431	0.1426	1.6431	1.2819
0.4635	8.6364	570	1.6127	0.1281	1.6127	1.2699
0.4635	8.6667	572	1.4918	0.1713	1.4918	1.2214
0.4635	8.6970	574	1.4195	0.1903	1.4195	1.1914
0.4635	8.7273	576	1.3901	0.1641	1.3901	1.1790
0.4635	8.7576	578	1.3640	0.1281	1.3640	1.1679
0.4635	8.7879	580	1.3636	0.1641	1.3636	1.1677
0.4635	8.8182	582	1.4044	0.1217	1.4044	1.1851
0.4635	8.8485	584	1.4637	0.0778	1.4637	1.2098
0.4635	8.8788	586	1.4751	0.1345	1.4751	1.2145
0.4635	8.9091	588	1.5157	0.1570	1.5157	1.2311
0.4635	8.9394	590	1.5574	0.1427	1.5574	1.2480
0.4635	8.9697	592	1.5571	0.1339	1.5571	1.2478
0.4635	9.0	594	1.5497	0.1667	1.5497	1.2449
0.4635	9.0303	596	1.5668	0.1537	1.5668	1.2517
0.4635	9.0606	598	1.5844	0.1166	1.5844	1.2587
0.4635	9.0909	600	1.5866	0.1252	1.5866	1.2596
0.4635	9.1212	602	1.5368	0.0871	1.5368	1.2397
0.4635	9.1515	604	1.5003	0.0564	1.5003	1.2249
0.4635	9.1818	606	1.4718	0.0652	1.4718	1.2132
0.4635	9.2121	608	1.4740	0.0652	1.4740	1.2141
0.4635	9.2424	610	1.4672	0.1345	1.4672	1.2113
0.4635	9.2727	612	1.4602	0.1345	1.4602	1.2084
0.4635	9.3030	614	1.4424	0.1405	1.4424	1.2010
0.4635	9.3333	616	1.4171	0.1599	1.4171	1.1904
0.4635	9.3636	618	1.4162	0.1707	1.4162	1.1900
0.4635	9.3939	620	1.4570	0.1625	1.4570	1.2071
0.4635	9.4242	622	1.4522	0.2330	1.4522	1.2051
0.4635	9.4545	624	1.4691	0.1608	1.4691	1.2120
0.4635	9.4848	626	1.4144	0.1162	1.4144	1.1893
0.4635	9.5152	628	1.3296	0.1896	1.3296	1.1531
0.4635	9.5455	630	1.2367	0.2317	1.2367	1.1121
0.4635	9.5758	632	1.2252	0.1397	1.2252	1.1069
0.4635	9.6061	634	1.2146	0.1699	1.2146	1.1021
0.4635	9.6364	636	1.2033	0.2506	1.2033	1.0970
0.4635	9.6667	638	1.2670	0.2288	1.2670	1.1256
0.4635	9.6970	640	1.2978	0.2772	1.2978	1.1392
0.4635	9.7273	642	1.3974	0.2122	1.3974	1.1821
0.4635	9.7576	644	1.4865	0.2105	1.4865	1.2192
0.4635	9.7879	646	1.5045	0.1138	1.5045	1.2266
0.4635	9.8182	648	1.4559	0.1191	1.4559	1.2066
0.4635	9.8485	650	1.3910	0.1536	1.3910	1.1794
0.4635	9.8788	652	1.4233	0.1536	1.4233	1.1930
0.4635	9.9091	654	1.4907	0.0838	1.4907	1.2209
0.4635	9.9394	656	1.5334	0.0438	1.5334	1.2383
0.4635	9.9697	658	1.5384	0.0438	1.5384	1.2403
0.4635	10.0	660	1.4644	0.0943	1.4644	1.2101
0.4635	10.0303	662	1.3634	0.1379	1.3634	1.1677
0.4635	10.0606	664	1.2821	0.1641	1.2821	1.1323
0.4635	10.0909	666	1.2643	0.1641	1.2643	1.1244
0.4635	10.1212	668	1.2783	0.1641	1.2783	1.1306
0.4635	10.1515	670	1.3387	0.1641	1.3387	1.1570
0.4635	10.1818	672	1.4627	0.1646	1.4627	1.2094
0.4635	10.2121	674	1.5419	0.1796	1.5419	1.2418
0.4635	10.2424	676	1.5117	0.1796	1.5117	1.2295
0.4635	10.2727	678	1.3692	0.1795	1.3692	1.1701
0.4635	10.3030	680	1.2813	0.1599	1.2813	1.1320
0.4635	10.3333	682	1.2754	0.1679	1.2754	1.1293
0.4635	10.3636	684	1.2955	0.1584	1.2955	1.1382
0.4635	10.3939	686	1.3104	0.1775	1.3104	1.1447
0.4635	10.4242	688	1.3950	0.2743	1.3950	1.1811
0.4635	10.4545	690	1.5588	0.2020	1.5588	1.2485
0.4635	10.4848	692	1.5708	0.1498	1.5708	1.2533
0.4635	10.5152	694	1.4428	0.2122	1.4428	1.2012
0.4635	10.5455	696	1.3296	0.2097	1.3296	1.1531
0.4635	10.5758	698	1.2713	0.1479	1.2713	1.1275
0.4635	10.6061	700	1.2645	0.1479	1.2645	1.1245
0.4635	10.6364	702	1.2966	0.1053	1.2966	1.1387
0.4635	10.6667	704	1.3531	0.1692	1.3531	1.1632
0.4635	10.6970	706	1.3827	0.1692	1.3827	1.1759
0.4635	10.7273	708	1.3503	0.1903	1.3503	1.1620
0.4635	10.7576	710	1.3307	0.1903	1.3307	1.1536
0.4635	10.7879	712	1.3293	0.1903	1.3293	1.1529
0.4635	10.8182	714	1.3572	0.1903	1.3572	1.1650
0.4635	10.8485	716	1.4219	0.1692	1.4219	1.1924
0.4635	10.8788	718	1.4681	0.1283	1.4681	1.2117
0.4635	10.9091	720	1.4955	0.1345	1.4955	1.2229
0.4635	10.9394	722	1.5382	0.1162	1.5382	1.2402
0.4635	10.9697	724	1.5234	0.1162	1.5234	1.2343
0.4635	11.0	726	1.4854	0.1857	1.4854	1.2188
0.4635	11.0303	728	1.4623	0.1124	1.4623	1.2093
0.4635	11.0606	730	1.4226	0.1278	1.4226	1.1927
0.4635	11.0909	732	1.4261	0.1278	1.4261	1.1942
0.4635	11.1212	734	1.4770	0.2743	1.4770	1.2153
0.4635	11.1515	736	1.5083	0.1979	1.5083	1.2281
0.4635	11.1818	738	1.5036	0.1935	1.5036	1.2262
0.4635	11.2121	740	1.4536	0.2224	1.4536	1.2057
0.4635	11.2424	742	1.4406	0.2141	1.4406	1.2002
0.4635	11.2727	744	1.3941	0.2097	1.3941	1.1807
0.4635	11.3030	746	1.3628	0.1441	1.3628	1.1674
0.4635	11.3333	748	1.3696	0.1441	1.3696	1.1703
0.4635	11.3636	750	1.3821	0.1795	1.3821	1.1756
0.4635	11.3939	752	1.3823	0.1795	1.3823	1.1757
0.4635	11.4242	754	1.3522	0.1479	1.3522	1.1628
0.4635	11.4545	756	1.3225	0.1118	1.3225	1.1500
0.4635	11.4848	758	1.3286	0.1442	1.3286	1.1526
0.4635	11.5152	760	1.3698	0.1658	1.3698	1.1704
0.4635	11.5455	762	1.4295	0.1671	1.4295	1.1956
0.4635	11.5758	764	1.4909	0.1864	1.4909	1.2210
0.4635	11.6061	766	1.5078	0.1535	1.5078	1.2279
0.4635	11.6364	768	1.4888	0.1713	1.4888	1.2202
0.4635	11.6667	770	1.4249	0.1671	1.4249	1.1937
0.4635	11.6970	772	1.3882	0.1920	1.3882	1.1782
0.4635	11.7273	774	1.3377	0.1304	1.3377	1.1566
0.4635	11.7576	776	1.3313	0.1304	1.3313	1.1538
0.4635	11.7879	778	1.3663	0.1525	1.3663	1.1689
0.4635	11.8182	780	1.4496	0.1951	1.4496	1.2040
0.4635	11.8485	782	1.5635	0.1498	1.5635	1.2504
0.4635	11.8788	784	1.6690	0.0882	1.6690	1.2919
0.4635	11.9091	786	1.6578	0.0882	1.6578	1.2875
0.4635	11.9394	788	1.5924	0.1124	1.5924	1.2619
0.4635	11.9697	790	1.5532	0.2017	1.5532	1.2463
0.4635	12.0	792	1.5180	0.1438	1.5180	1.2321
0.4635	12.0303	794	1.5073	0.1068	1.5073	1.2277
0.4635	12.0606	796	1.5272	0.1201	1.5272	1.2358
0.4635	12.0909	798	1.5863	0.1935	1.5863	1.2595
0.4635	12.1212	800	1.6414	0.1811	1.6414	1.2812
0.4635	12.1515	802	1.6386	0.1257	1.6386	1.2801
0.4635	12.1818	804	1.5227	0.2163	1.5227	1.2340
0.4635	12.2121	806	1.4052	0.2402	1.4052	1.1854
0.4635	12.2424	808	1.3231	0.1480	1.3231	1.1502
0.4635	12.2727	810	1.2897	0.1417	1.2897	1.1356
0.4635	12.3030	812	1.2947	0.1480	1.2947	1.1379
0.4635	12.3333	814	1.3462	0.0880	1.3462	1.1602
0.4635	12.3636	816	1.4577	0.1498	1.4577	1.2074
0.4635	12.3939	818	1.5696	0.1155	1.5696	1.2529
0.4635	12.4242	820	1.5658	0.1484	1.5658	1.2513
0.4635	12.4545	822	1.4875	0.2286	1.4875	1.2196
0.4635	12.4848	824	1.3786	0.2439	1.3786	1.1742
0.4635	12.5152	826	1.3231	0.2304	1.3231	1.1503
0.4635	12.5455	828	1.3067	0.2402	1.3067	1.1431
0.4635	12.5758	830	1.3307	0.2250	1.3307	1.1536
0.4635	12.6061	832	1.3467	0.1846	1.3467	1.1605
0.4635	12.6364	834	1.3704	0.1650	1.3704	1.1706
0.4635	12.6667	836	1.3628	0.1462	1.3628	1.1674
0.4635	12.6970	838	1.3193	0.2046	1.3193	1.1486
0.4635	12.7273	840	1.2887	0.2402	1.2887	1.1352
0.4635	12.7576	842	1.2502	0.2108	1.2502	1.1181
0.4635	12.7879	844	1.2430	0.1801	1.2430	1.1149
0.4635	12.8182	846	1.2541	0.1602	1.2541	1.1199
0.4635	12.8485	848	1.2697	0.1602	1.2697	1.1268
0.4635	12.8788	850	1.2770	0.1467	1.2770	1.1301
0.4635	12.9091	852	1.2841	0.0721	1.2841	1.1332
0.4635	12.9394	854	1.3230	0.0948	1.3230	1.1502
0.4635	12.9697	856	1.4147	0.1217	1.4147	1.1894
0.4635	13.0	858	1.5275	0.1162	1.5275	1.2359
0.4635	13.0303	860	1.5803	0.0987	1.5803	1.2571
0.4635	13.0606	862	1.5595	0.1135	1.5595	1.2488
0.4635	13.0909	864	1.5212	0.2090	1.5212	1.2334
0.4635	13.1212	866	1.4881	0.1857	1.4881	1.2199
0.4635	13.1515	868	1.4723	0.0940	1.4723	1.2134
0.4635	13.1818	870	1.4641	0.1764	1.4641	1.2100
0.4635	13.2121	872	1.4643	0.1667	1.4643	1.2101
0.4635	13.2424	874	1.4745	0.2090	1.4745	1.2143
0.4635	13.2727	876	1.5281	0.1801	1.5281	1.2361
0.4635	13.3030	878	1.5227	0.2090	1.5227	1.2340
0.4635	13.3333	880	1.5208	0.1898	1.5208	1.2332
0.4635	13.3636	882	1.4643	0.1903	1.4643	1.2101
0.4635	13.3939	884	1.4431	0.1153	1.4431	1.2013
0.4635	13.4242	886	1.4227	0.0528	1.4227	1.1928
0.4635	13.4545	888	1.4199	0.0686	1.4199	1.1916
0.4635	13.4848	890	1.4262	0.0686	1.4262	1.1943
0.4635	13.5152	892	1.4411	0.0528	1.4411	1.2004

Framework versions

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