ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_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: 1.2071
• Qwk: 0.5312
• Mse: 1.2071
• Rmse: 1.0987

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	0.0909	2	6.6940	0.0308	6.6940	2.5873
No log	0.1818	4	4.2918	0.0976	4.2918	2.0717
No log	0.2727	6	3.5363	-0.0111	3.5363	1.8805
No log	0.3636	8	3.7782	-0.0521	3.7782	1.9438
No log	0.4545	10	2.2462	0.1654	2.2462	1.4987
No log	0.5455	12	1.8603	0.2342	1.8603	1.3639
No log	0.6364	14	2.2706	0.0	2.2706	1.5069
No log	0.7273	16	2.3600	-0.0752	2.3600	1.5362
No log	0.8182	18	2.3336	-0.0469	2.3336	1.5276
No log	0.9091	20	2.1936	-0.0708	2.1936	1.4811
No log	1.0	22	2.0889	0.0189	2.0889	1.4453
No log	1.0909	24	2.0419	0.0769	2.0419	1.4290
No log	1.1818	26	1.9300	0.0769	1.9300	1.3893
No log	1.2727	28	1.7577	0.0784	1.7577	1.3258
No log	1.3636	30	1.7004	0.0588	1.7004	1.3040
No log	1.4545	32	1.6678	0.0588	1.6678	1.2914
No log	1.5455	34	1.6368	0.1346	1.6368	1.2794
No log	1.6364	36	1.6702	0.0917	1.6702	1.2924
No log	1.7273	38	2.0896	0.2687	2.0896	1.4455
No log	1.8182	40	2.2058	0.2113	2.2058	1.4852
No log	1.9091	42	1.8374	0.3906	1.8374	1.3555
No log	2.0	44	1.6584	0.3871	1.6584	1.2878
No log	2.0909	46	1.4429	0.3333	1.4429	1.2012
No log	2.1818	48	1.4893	0.1887	1.4892	1.2203
No log	2.2727	50	1.6683	0.1835	1.6683	1.2916
No log	2.3636	52	1.3817	0.4034	1.3817	1.1755
No log	2.4545	54	1.2752	0.5038	1.2752	1.1293
No log	2.5455	56	1.5659	0.4430	1.5659	1.2514
No log	2.6364	58	1.3530	0.5175	1.3530	1.1632
No log	2.7273	60	1.0837	0.6475	1.0837	1.0410
No log	2.8182	62	1.9909	0.1488	1.9909	1.4110
No log	2.9091	64	2.6691	-0.2149	2.6691	1.6337
No log	3.0	66	1.9406	0.0968	1.9406	1.3931
No log	3.0909	68	1.3166	0.4444	1.3166	1.1474
No log	3.1818	70	1.1063	0.5124	1.1063	1.0518
No log	3.2727	72	1.2035	0.4754	1.2035	1.0971
No log	3.3636	74	1.1172	0.4667	1.1172	1.0570
No log	3.4545	76	1.1786	0.5156	1.1786	1.0856
No log	3.5455	78	1.7045	0.3333	1.7045	1.3056
No log	3.6364	80	1.8045	0.3022	1.8045	1.3433
No log	3.7273	82	1.7806	0.3000	1.7806	1.3344
No log	3.8182	84	1.6239	0.2878	1.6239	1.2743
No log	3.9091	86	1.4079	0.3910	1.4079	1.1865
No log	4.0	88	1.3235	0.4427	1.3235	1.1504
No log	4.0909	90	1.4632	0.3910	1.4632	1.2096
No log	4.1818	92	1.4973	0.4	1.4973	1.2236
No log	4.2727	94	1.2544	0.5161	1.2544	1.1200
No log	4.3636	96	1.1631	0.4918	1.1631	1.0785
No log	4.4545	98	1.0944	0.512	1.0944	1.0461
No log	4.5455	100	1.1052	0.5758	1.1052	1.0513
No log	4.6364	102	1.3359	0.4593	1.3359	1.1558
No log	4.7273	104	1.2731	0.5255	1.2731	1.1283
No log	4.8182	106	1.1869	0.5294	1.1869	1.0894
No log	4.9091	108	1.4540	0.4783	1.4540	1.2058
No log	5.0	110	1.7875	0.3404	1.7875	1.3370
No log	5.0909	112	1.5717	0.4058	1.5717	1.2537
No log	5.1818	114	1.4994	0.4088	1.4994	1.2245
No log	5.2727	116	1.3651	0.4627	1.3651	1.1684
No log	5.3636	118	1.4978	0.3881	1.4978	1.2238
No log	5.4545	120	1.5249	0.3881	1.5249	1.2349
No log	5.5455	122	1.5222	0.3788	1.5222	1.2338
No log	5.6364	124	1.4238	0.4496	1.4238	1.1932
No log	5.7273	126	1.4007	0.4769	1.4007	1.1835
No log	5.8182	128	1.3352	0.4806	1.3352	1.1555
No log	5.9091	130	1.2845	0.4603	1.2845	1.1333
No log	6.0	132	1.3871	0.5	1.3871	1.1777
No log	6.0909	134	1.8321	0.2429	1.8321	1.3536
No log	6.1818	136	2.0240	0.2238	2.0240	1.4227
No log	6.2727	138	1.8475	0.2590	1.8475	1.3592
No log	6.3636	140	1.5332	0.3824	1.5332	1.2382
No log	6.4545	142	1.4484	0.4697	1.4484	1.2035
No log	6.5455	144	1.4749	0.4211	1.4749	1.2144
No log	6.6364	146	1.6500	0.3556	1.6500	1.2845
No log	6.7273	148	1.6686	0.3556	1.6686	1.2918
No log	6.8182	150	1.5063	0.3824	1.5063	1.2273
No log	6.9091	152	1.2686	0.5152	1.2686	1.1263
No log	7.0	154	1.1499	0.5496	1.1499	1.0723
No log	7.0909	156	1.0840	0.6047	1.0840	1.0411
No log	7.1818	158	1.1369	0.5606	1.1369	1.0663
No log	7.2727	160	1.3855	0.4526	1.3855	1.1771
No log	7.3636	162	1.5723	0.3824	1.5723	1.2539
No log	7.4545	164	1.4896	0.4	1.4896	1.2205
No log	7.5455	166	1.2920	0.5075	1.2920	1.1367
No log	7.6364	168	1.2493	0.5736	1.2493	1.1177
No log	7.7273	170	1.2659	0.56	1.2659	1.1251
No log	7.8182	172	1.3583	0.4762	1.3583	1.1655
No log	7.9091	174	1.3451	0.4688	1.3451	1.1598
No log	8.0	176	1.2109	0.48	1.2109	1.1004
No log	8.0909	178	1.0458	0.5833	1.0458	1.0226
No log	8.1818	180	0.9307	0.5902	0.9307	0.9647
No log	8.2727	182	0.9147	0.6508	0.9147	0.9564
No log	8.3636	184	1.0326	0.5802	1.0326	1.0161
No log	8.4545	186	1.0590	0.5758	1.0590	1.0291
No log	8.5455	188	0.9928	0.5846	0.9928	0.9964
No log	8.6364	190	1.0155	0.6061	1.0155	1.0077
No log	8.7273	192	1.1128	0.5714	1.1128	1.0549
No log	8.8182	194	1.2364	0.5147	1.2364	1.1119
No log	8.9091	196	1.3475	0.5147	1.3475	1.1608
No log	9.0	198	1.3775	0.4964	1.3775	1.1737
No log	9.0909	200	1.1440	0.5758	1.1440	1.0696
No log	9.1818	202	1.0873	0.5938	1.0873	1.0427
No log	9.2727	204	1.0336	0.5938	1.0336	1.0167
No log	9.3636	206	0.9458	0.5781	0.9458	0.9725
No log	9.4545	208	0.9565	0.5938	0.9565	0.9780
No log	9.5455	210	1.0666	0.5496	1.0666	1.0328
No log	9.6364	212	1.0473	0.5736	1.0473	1.0234
No log	9.7273	214	0.9888	0.6032	0.9888	0.9944
No log	9.8182	216	0.9893	0.6190	0.9893	0.9946
No log	9.9091	218	1.0328	0.56	1.0328	1.0162
No log	10.0	220	1.1235	0.5231	1.1235	1.0600
No log	10.0909	222	1.1919	0.5	1.1919	1.0917
No log	10.1818	224	1.0779	0.5581	1.0779	1.0382
No log	10.2727	226	1.0255	0.6190	1.0255	1.0127
No log	10.3636	228	1.0254	0.608	1.0254	1.0126
No log	10.4545	230	1.0784	0.6080	1.0784	1.0384
No log	10.5455	232	1.1915	0.5116	1.1915	1.0915
No log	10.6364	234	1.2788	0.5	1.2788	1.1309
No log	10.7273	236	1.2725	0.4662	1.2725	1.1280
No log	10.8182	238	1.0961	0.5426	1.0961	1.0470
No log	10.9091	240	0.9492	0.6032	0.9492	0.9743
No log	11.0	242	0.9242	0.6142	0.9242	0.9614
No log	11.0909	244	1.0250	0.5954	1.0250	1.0124
No log	11.1818	246	1.2008	0.5	1.2008	1.0958
No log	11.2727	248	1.2596	0.5	1.2596	1.1223
No log	11.3636	250	1.2470	0.5736	1.2470	1.1167
No log	11.4545	252	1.1867	0.5455	1.1867	1.0894
No log	11.5455	254	1.2210	0.5512	1.2210	1.1050
No log	11.6364	256	1.3126	0.5038	1.3126	1.1457
No log	11.7273	258	1.4167	0.4179	1.4167	1.1903
No log	11.8182	260	1.4029	0.4179	1.4029	1.1845
No log	11.9091	262	1.2749	0.5385	1.2749	1.1291
No log	12.0	264	1.2104	0.5312	1.2104	1.1002
No log	12.0909	266	1.2512	0.5152	1.2512	1.1186
No log	12.1818	268	1.3412	0.4361	1.3412	1.1581
No log	12.2727	270	1.2710	0.4697	1.2710	1.1274
No log	12.3636	272	1.1972	0.4961	1.1972	1.0942
No log	12.4545	274	1.2602	0.4923	1.2602	1.1226
No log	12.5455	276	1.3111	0.4688	1.3111	1.1450
No log	12.6364	278	1.2506	0.4882	1.2506	1.1183
No log	12.7273	280	1.0838	0.5246	1.0838	1.0410
No log	12.8182	282	1.0105	0.5950	1.0105	1.0052
No log	12.9091	284	0.9783	0.6290	0.9783	0.9891
No log	13.0	286	1.0090	0.6508	1.0090	1.0045
No log	13.0909	288	1.1163	0.4762	1.1163	1.0566
No log	13.1818	290	1.2577	0.4651	1.2577	1.1215
No log	13.2727	292	1.2644	0.4308	1.2644	1.1245
No log	13.3636	294	1.1724	0.5156	1.1724	1.0828
No log	13.4545	296	1.1267	0.5581	1.1267	1.0615
No log	13.5455	298	1.1382	0.5426	1.1382	1.0669
No log	13.6364	300	1.1373	0.5385	1.1373	1.0664
No log	13.7273	302	1.3440	0.4091	1.3440	1.1593
No log	13.8182	304	1.3559	0.4091	1.3559	1.1644
No log	13.9091	306	1.1743	0.4567	1.1743	1.0837
No log	14.0	308	1.0549	0.528	1.0549	1.0271
No log	14.0909	310	1.0547	0.5289	1.0547	1.0270
No log	14.1818	312	1.1630	0.4844	1.1630	1.0784
No log	14.2727	314	1.3152	0.4308	1.3152	1.1468
No log	14.3636	316	1.3808	0.4308	1.3808	1.1751
No log	14.4545	318	1.2974	0.4961	1.2974	1.1390
No log	14.5455	320	1.1954	0.5397	1.1954	1.0934
No log	14.6364	322	1.1557	0.5691	1.1557	1.0750
No log	14.7273	324	1.2068	0.5312	1.2068	1.0986
No log	14.8182	326	1.1814	0.5581	1.1814	1.0869
No log	14.9091	328	1.1980	0.5312	1.1980	1.0945
No log	15.0	330	1.1674	0.5669	1.1674	1.0805
No log	15.0909	332	1.0887	0.5902	1.0887	1.0434
No log	15.1818	334	1.0411	0.5854	1.0411	1.0203
No log	15.2727	336	1.0413	0.5854	1.0413	1.0205
No log	15.3636	338	1.0462	0.624	1.0462	1.0228
No log	15.4545	340	1.0892	0.6032	1.0892	1.0436
No log	15.5455	342	1.1266	0.5538	1.1266	1.0614
No log	15.6364	344	1.2094	0.5455	1.2094	1.0997
No log	15.7273	346	1.1417	0.5538	1.1417	1.0685
No log	15.8182	348	1.0893	0.5484	1.0893	1.0437
No log	15.9091	350	1.1428	0.528	1.1428	1.0690
No log	16.0	352	1.1576	0.5246	1.1576	1.0759
No log	16.0909	354	1.1546	0.5246	1.1546	1.0745
No log	16.1818	356	1.1975	0.4882	1.1975	1.0943
No log	16.2727	358	1.1540	0.5426	1.1540	1.0742
No log	16.3636	360	1.1067	0.5397	1.1067	1.0520
No log	16.4545	362	1.1029	0.5161	1.1029	1.0502
No log	16.5455	364	1.1195	0.5354	1.1195	1.0581
No log	16.6364	366	1.1614	0.5426	1.1614	1.0777
No log	16.7273	368	1.2144	0.5077	1.2144	1.1020
No log	16.8182	370	1.1731	0.5312	1.1731	1.0831
No log	16.9091	372	1.1073	0.5238	1.1073	1.0523
No log	17.0	374	1.0985	0.528	1.0985	1.0481
No log	17.0909	376	1.0874	0.5785	1.0874	1.0428
No log	17.1818	378	1.0845	0.5785	1.0845	1.0414
No log	17.2727	380	1.1302	0.5354	1.1302	1.0631
No log	17.3636	382	1.2277	0.5152	1.2277	1.1080
No log	17.4545	384	1.3480	0.4179	1.3480	1.1610
No log	17.5455	386	1.3581	0.3910	1.3581	1.1654
No log	17.6364	388	1.2685	0.5152	1.2685	1.1263
No log	17.7273	390	1.1045	0.5846	1.1045	1.0510
No log	17.8182	392	1.0431	0.6190	1.0431	1.0213
No log	17.9091	394	1.0279	0.5984	1.0279	1.0139
No log	18.0	396	1.1184	0.5496	1.1184	1.0575
No log	18.0909	398	1.3169	0.5037	1.3169	1.1476
No log	18.1818	400	1.4108	0.4	1.4108	1.1878
No log	18.2727	402	1.3723	0.4265	1.3723	1.1715
No log	18.3636	404	1.2959	0.4925	1.2959	1.1384
No log	18.4545	406	1.2807	0.4697	1.2807	1.1317
No log	18.5455	408	1.3136	0.4545	1.3136	1.1461
No log	18.6364	410	1.3847	0.4242	1.3847	1.1767
No log	18.7273	412	1.3492	0.4275	1.3492	1.1616
No log	18.8182	414	1.3146	0.4341	1.3146	1.1466
No log	18.9091	416	1.2143	0.4553	1.2143	1.1020
No log	19.0	418	1.1540	0.4615	1.1540	1.0742
No log	19.0909	420	1.1619	0.4500	1.1619	1.0779
No log	19.1818	422	1.2483	0.4219	1.2483	1.1173
No log	19.2727	424	1.2802	0.4341	1.2802	1.1315
No log	19.3636	426	1.2454	0.4640	1.2454	1.1160
No log	19.4545	428	1.1864	0.4615	1.1864	1.0892
No log	19.5455	430	1.1738	0.4786	1.1738	1.0834
No log	19.6364	432	1.1603	0.4426	1.1603	1.0772
No log	19.7273	434	1.1977	0.4651	1.1977	1.0944
No log	19.8182	436	1.5179	0.3731	1.5179	1.2320
No log	19.9091	438	1.8169	0.3358	1.8169	1.3479
No log	20.0	440	1.8230	0.3309	1.8230	1.3502
No log	20.0909	442	1.4727	0.4	1.4727	1.2135
No log	20.1818	444	1.3609	0.4265	1.3609	1.1666
No log	20.2727	446	1.3127	0.4265	1.3127	1.1457
No log	20.3636	448	1.3397	0.4265	1.3397	1.1574
No log	20.4545	450	1.3793	0.4265	1.3793	1.1744
No log	20.5455	452	1.3842	0.4060	1.3842	1.1765
No log	20.6364	454	1.3174	0.4154	1.3174	1.1478
No log	20.7273	456	1.2156	0.4921	1.2156	1.1025
No log	20.8182	458	1.1704	0.5246	1.1704	1.0818
No log	20.9091	460	1.1807	0.5691	1.1807	1.0866
No log	21.0	462	1.2255	0.5	1.2255	1.1070
No log	21.0909	464	1.3398	0.4186	1.3398	1.1575
No log	21.1818	466	1.5538	0.3731	1.5538	1.2465
No log	21.2727	468	1.6371	0.3704	1.6371	1.2795
No log	21.3636	470	1.5552	0.3731	1.5552	1.2471
No log	21.4545	472	1.3726	0.4275	1.3726	1.1716
No log	21.5455	474	1.2209	0.5	1.2209	1.1049
No log	21.6364	476	1.1997	0.5124	1.1997	1.0953
No log	21.7273	478	1.2013	0.5203	1.2013	1.0960
No log	21.8182	480	1.1978	0.5238	1.1978	1.0945
No log	21.9091	482	1.2648	0.4688	1.2648	1.1246
No log	22.0	484	1.2805	0.4688	1.2805	1.1316
No log	22.0909	486	1.2146	0.544	1.2146	1.1021
No log	22.1818	488	1.2013	0.5323	1.2013	1.0960
No log	22.2727	490	1.2432	0.544	1.2432	1.1150
No log	22.3636	492	1.3273	0.4688	1.3273	1.1521
No log	22.4545	494	1.3562	0.4580	1.3562	1.1646
No log	22.5455	496	1.3206	0.4580	1.3206	1.1492
No log	22.6364	498	1.3099	0.4615	1.3099	1.1445
0.3517	22.7273	500	1.4176	0.4275	1.4176	1.1906
0.3517	22.8182	502	1.4842	0.4242	1.4842	1.2183
0.3517	22.9091	504	1.4285	0.4242	1.4285	1.1952
0.3517	23.0	506	1.2943	0.4651	1.2943	1.1377
0.3517	23.0909	508	1.1990	0.496	1.1990	1.0950
0.3517	23.1818	510	1.1872	0.5	1.1872	1.0896
0.3517	23.2727	512	1.2442	0.4715	1.2442	1.1154
0.3517	23.3636	514	1.3467	0.4688	1.3467	1.1605
0.3517	23.4545	516	1.4611	0.4308	1.4611	1.2088
0.3517	23.5455	518	1.4948	0.4242	1.4948	1.2226
0.3517	23.6364	520	1.4458	0.4308	1.4458	1.2024
0.3517	23.7273	522	1.3947	0.48	1.3947	1.1810
0.3517	23.8182	524	1.3606	0.4426	1.3606	1.1665
0.3517	23.9091	526	1.3511	0.4918	1.3511	1.1624
0.3517	24.0	528	1.3507	0.5042	1.3507	1.1622
0.3517	24.0909	530	1.3220	0.4522	1.3220	1.1498
0.3517	24.1818	532	1.2953	0.4915	1.2953	1.1381
0.3517	24.2727	534	1.2778	0.5041	1.2778	1.1304
0.3517	24.3636	536	1.2909	0.4677	1.2909	1.1362
0.3517	24.4545	538	1.2628	0.496	1.2628	1.1237
0.3517	24.5455	540	1.2751	0.496	1.2751	1.1292
0.3517	24.6364	542	1.2855	0.4839	1.2855	1.1338
0.3517	24.7273	544	1.2665	0.5333	1.2665	1.1254
0.3517	24.8182	546	1.2660	0.5085	1.2660	1.1252
0.3517	24.9091	548	1.2531	0.5085	1.2531	1.1194
0.3517	25.0	550	1.2688	0.4959	1.2688	1.1264
0.3517	25.0909	552	1.3039	0.48	1.3039	1.1419
0.3517	25.1818	554	1.3286	0.4531	1.3286	1.1527
0.3517	25.2727	556	1.4004	0.4091	1.4004	1.1834
0.3517	25.3636	558	1.3682	0.4091	1.3682	1.1697
0.3517	25.4545	560	1.2550	0.48	1.2550	1.1203
0.3517	25.5455	562	1.2262	0.4538	1.2262	1.1073
0.3517	25.6364	564	1.2522	0.4538	1.2522	1.1190
0.3517	25.7273	566	1.2690	0.4538	1.2690	1.1265
0.3517	25.8182	568	1.2824	0.4463	1.2824	1.1324
0.3517	25.9091	570	1.3102	0.48	1.3102	1.1447
0.3517	26.0	572	1.3845	0.4496	1.3845	1.1767
0.3517	26.0909	574	1.3846	0.4496	1.3846	1.1767
0.3517	26.1818	576	1.3366	0.48	1.3366	1.1561
0.3517	26.2727	578	1.2623	0.4590	1.2623	1.1235
0.3517	26.3636	580	1.2302	0.4333	1.2302	1.1092
0.3517	26.4545	582	1.2552	0.4463	1.2552	1.1204
0.3517	26.5455	584	1.3378	0.4762	1.3378	1.1566
0.3517	26.6364	586	1.4970	0.4427	1.4970	1.2235
0.3517	26.7273	588	1.6212	0.3704	1.6212	1.2732
0.3517	26.8182	590	1.6444	0.3704	1.6444	1.2823
0.3517	26.9091	592	1.6077	0.3704	1.6077	1.2680
0.3517	27.0	594	1.5288	0.3910	1.5288	1.2365
0.3517	27.0909	596	1.4123	0.4462	1.4123	1.1884
0.3517	27.1818	598	1.3716	0.4462	1.3716	1.1712
0.3517	27.2727	600	1.3164	0.4553	1.3164	1.1474
0.3517	27.3636	602	1.3306	0.4463	1.3306	1.1535
0.3517	27.4545	604	1.3485	0.4590	1.3485	1.1613
0.3517	27.5455	606	1.3733	0.4567	1.3733	1.1719
0.3517	27.6364	608	1.3454	0.4496	1.3454	1.1599
0.3517	27.7273	610	1.3058	0.4531	1.3058	1.1427
0.3517	27.8182	612	1.2310	0.4603	1.2310	1.1095
0.3517	27.9091	614	1.1706	0.5156	1.1706	1.0820
0.3517	28.0	616	1.1357	0.5238	1.1357	1.0657
0.3517	28.0909	618	1.1421	0.5238	1.1421	1.0687
0.3517	28.1818	620	1.2132	0.5156	1.2132	1.1015
0.3517	28.2727	622	1.2637	0.4531	1.2637	1.1242
0.3517	28.3636	624	1.3190	0.4462	1.3190	1.1485
0.3517	28.4545	626	1.3291	0.4462	1.3291	1.1529
0.3517	28.5455	628	1.2634	0.4531	1.2634	1.1240
0.3517	28.6364	630	1.2034	0.48	1.2034	1.0970
0.3517	28.7273	632	1.1772	0.4463	1.1772	1.0850
0.3517	28.8182	634	1.1923	0.4463	1.1923	1.0919
0.3517	28.9091	636	1.2040	0.4463	1.2040	1.0973
0.3517	29.0	638	1.2220	0.4553	1.2220	1.1055
0.3517	29.0909	640	1.2483	0.4677	1.2483	1.1173
0.3517	29.1818	642	1.2626	0.4677	1.2626	1.1236
0.3517	29.2727	644	1.2283	0.4677	1.2283	1.1083
0.3517	29.3636	646	1.2381	0.4677	1.2381	1.1127
0.3517	29.4545	648	1.2636	0.4640	1.2636	1.1241
0.3517	29.5455	650	1.2782	0.4762	1.2782	1.1306
0.3517	29.6364	652	1.2421	0.4640	1.2421	1.1145
0.3517	29.7273	654	1.1497	0.496	1.1497	1.0723
0.3517	29.8182	656	1.1282	0.544	1.1282	1.0622
0.3517	29.9091	658	1.1238	0.5323	1.1238	1.0601
0.3517	30.0	660	1.1604	0.544	1.1604	1.0772
0.3517	30.0909	662	1.2084	0.496	1.2084	1.0993
0.3517	30.1818	664	1.2544	0.5039	1.2544	1.1200
0.3517	30.2727	666	1.2501	0.4921	1.2501	1.1181
0.3517	30.3636	668	1.2193	0.5161	1.2193	1.1042
0.3517	30.4545	670	1.2261	0.5161	1.2261	1.1073
0.3517	30.5455	672	1.2346	0.5161	1.2346	1.1111
0.3517	30.6364	674	1.2556	0.4640	1.2556	1.1205
0.3517	30.7273	676	1.2699	0.4640	1.2699	1.1269
0.3517	30.8182	678	1.2870	0.4640	1.2870	1.1345
0.3517	30.9091	680	1.3090	0.4640	1.3090	1.1441
0.3517	31.0	682	1.2813	0.4640	1.2813	1.1319
0.3517	31.0909	684	1.2514	0.4839	1.2514	1.1187
0.3517	31.1818	686	1.2063	0.4918	1.2063	1.0983
0.3517	31.2727	688	1.1714	0.4793	1.1714	1.0823
0.3517	31.3636	690	1.1679	0.4706	1.1679	1.0807
0.3517	31.4545	692	1.1770	0.5082	1.1770	1.0849
0.3517	31.5455	694	1.1598	0.4918	1.1598	1.0769
0.3517	31.6364	696	1.1313	0.5079	1.1313	1.0636
0.3517	31.7273	698	1.1155	0.5197	1.1155	1.0562
0.3517	31.8182	700	1.1310	0.5197	1.1310	1.0635
0.3517	31.9091	702	1.1958	0.4921	1.1958	1.0935
0.3517	32.0	704	1.2186	0.4921	1.2186	1.1039
0.3517	32.0909	706	1.2036	0.4959	1.2036	1.0971
0.3517	32.1818	708	1.2077	0.4959	1.2077	1.0989
0.3517	32.2727	710	1.2227	0.5082	1.2227	1.1058
0.3517	32.3636	712	1.2738	0.4921	1.2738	1.1286
0.3517	32.4545	714	1.3819	0.4496	1.3819	1.1755
0.3517	32.5455	716	1.5234	0.4427	1.5234	1.2343
0.3517	32.6364	718	1.5164	0.4427	1.5164	1.2314
0.3517	32.7273	720	1.3876	0.4496	1.3876	1.1779
0.3517	32.8182	722	1.2306	0.4921	1.2306	1.1093
0.3517	32.9091	724	1.1392	0.5512	1.1392	1.0673
0.3517	33.0	726	1.1209	0.5484	1.1209	1.0587
0.3517	33.0909	728	1.1437	0.5238	1.1437	1.0695
0.3517	33.1818	730	1.1809	0.5197	1.1809	1.0867
0.3517	33.2727	732	1.2160	0.4724	1.2160	1.1027
0.3517	33.3636	734	1.2453	0.4724	1.2453	1.1159
0.3517	33.4545	736	1.2560	0.5	1.2560	1.1207
0.3517	33.5455	738	1.2766	0.4444	1.2766	1.1299
0.3517	33.6364	740	1.3046	0.4444	1.3046	1.1422
0.3517	33.7273	742	1.3194	0.4640	1.3194	1.1486
0.3517	33.8182	744	1.3741	0.4677	1.3741	1.1722
0.3517	33.9091	746	1.4053	0.4553	1.4053	1.1855
0.3517	34.0	748	1.4220	0.4426	1.4220	1.1925
0.3517	34.0909	750	1.3862	0.4553	1.3862	1.1774
0.3517	34.1818	752	1.3394	0.4628	1.3394	1.1573
0.3517	34.2727	754	1.2730	0.5085	1.2730	1.1283
0.3517	34.3636	756	1.2008	0.5085	1.2008	1.0958
0.3517	34.4545	758	1.1536	0.5378	1.1536	1.0741
0.3517	34.5455	760	1.1301	0.5645	1.1301	1.0631
0.3517	34.6364	762	1.1691	0.5512	1.1691	1.0813
0.3517	34.7273	764	1.2770	0.4688	1.2770	1.1301
0.3517	34.8182	766	1.3757	0.4242	1.3757	1.1729
0.3517	34.9091	768	1.3685	0.4242	1.3685	1.1698
0.3517	35.0	770	1.2747	0.4531	1.2747	1.1290
0.3517	35.0909	772	1.2117	0.5238	1.2117	1.1008
0.3517	35.1818	774	1.1598	0.5512	1.1598	1.0770
0.3517	35.2727	776	1.1532	0.5484	1.1532	1.0739
0.3517	35.3636	778	1.1759	0.5203	1.1759	1.0844
0.3517	35.4545	780	1.1927	0.4553	1.1927	1.0921
0.3517	35.5455	782	1.2365	0.4677	1.2365	1.1120
0.3517	35.6364	784	1.2747	0.4762	1.2747	1.1290
0.3517	35.7273	786	1.2670	0.4762	1.2670	1.1256
0.3517	35.8182	788	1.2293	0.48	1.2293	1.1087
0.3517	35.9091	790	1.2246	0.4677	1.2246	1.1066
0.3517	36.0	792	1.2157	0.4918	1.2157	1.1026
0.3517	36.0909	794	1.2232	0.4576	1.2232	1.1060
0.3517	36.1818	796	1.2427	0.4754	1.2427	1.1148
0.3517	36.2727	798	1.3043	0.4677	1.3043	1.1421
0.3517	36.3636	800	1.3826	0.4762	1.3826	1.1758
0.3517	36.4545	802	1.4067	0.4762	1.4067	1.1861
0.3517	36.5455	804	1.3469	0.4762	1.3469	1.1606
0.3517	36.6364	806	1.2632	0.48	1.2632	1.1239
0.3517	36.7273	808	1.1922	0.496	1.1922	1.0919
0.3517	36.8182	810	1.1506	0.4839	1.1506	1.0726
0.3517	36.9091	812	1.1319	0.5238	1.1319	1.0639
0.3517	37.0	814	1.1535	0.496	1.1535	1.0740
0.3517	37.0909	816	1.1975	0.4921	1.1975	1.0943
0.3517	37.1818	818	1.1958	0.5039	1.1958	1.0935
0.3517	37.2727	820	1.1513	0.496	1.1513	1.0730
0.3517	37.3636	822	1.1045	0.5238	1.1045	1.0510
0.3517	37.4545	824	1.1068	0.5238	1.1068	1.0520
0.3517	37.5455	826	1.1351	0.5354	1.1351	1.0654
0.3517	37.6364	828	1.1752	0.5039	1.1752	1.0841
0.3517	37.7273	830	1.2107	0.4724	1.2107	1.1003
0.3517	37.8182	832	1.2483	0.4531	1.2483	1.1173
0.3517	37.9091	834	1.2737	0.4531	1.2737	1.1286
0.3517	38.0	836	1.2487	0.4762	1.2487	1.1175
0.3517	38.0909	838	1.2236	0.5039	1.2236	1.1062
0.3517	38.1818	840	1.1960	0.5079	1.1960	1.0936
0.3517	38.2727	842	1.1715	0.4839	1.1715	1.0824
0.3517	38.3636	844	1.1580	0.5203	1.1580	1.0761
0.3517	38.4545	846	1.1814	0.5	1.1814	1.0869
0.3517	38.5455	848	1.2161	0.48	1.2161	1.1028
0.3517	38.6364	850	1.2383	0.4677	1.2383	1.1128
0.3517	38.7273	852	1.2349	0.4677	1.2349	1.1112
0.3517	38.8182	854	1.2170	0.48	1.2170	1.1032
0.3517	38.9091	856	1.1782	0.512	1.1782	1.0854
0.3517	39.0	858	1.1481	0.5	1.1481	1.0715
0.3517	39.0909	860	1.1433	0.5	1.1433	1.0693
0.3517	39.1818	862	1.1607	0.512	1.1607	1.0774
0.3517	39.2727	864	1.1826	0.5238	1.1826	1.0875
0.3517	39.3636	866	1.2111	0.5039	1.2111	1.1005
0.3517	39.4545	868	1.2729	0.4496	1.2729	1.1282
0.3517	39.5455	870	1.3049	0.4496	1.3049	1.1423
0.3517	39.6364	872	1.2929	0.4688	1.2929	1.1371
0.3517	39.7273	874	1.2448	0.5	1.2448	1.1157
0.3517	39.8182	876	1.2083	0.5238	1.2083	1.0992
0.3517	39.9091	878	1.1923	0.5203	1.1923	1.0919
0.3517	40.0	880	1.1991	0.5410	1.1991	1.0950
0.3517	40.0909	882	1.2186	0.496	1.2186	1.1039
0.3517	40.1818	884	1.2595	0.4724	1.2595	1.1223
0.3517	40.2727	886	1.3135	0.4496	1.3135	1.1461
0.3517	40.3636	888	1.3606	0.4462	1.3606	1.1665
0.3517	40.4545	890	1.3547	0.4462	1.3547	1.1639
0.3517	40.5455	892	1.3038	0.4496	1.3038	1.1419
0.3517	40.6364	894	1.2439	0.4688	1.2439	1.1153
0.3517	40.7273	896	1.1767	0.496	1.1767	1.0847
0.3517	40.8182	898	1.1548	0.5161	1.1548	1.0746
0.3517	40.9091	900	1.1435	0.5161	1.1435	1.0693
0.3517	41.0	902	1.1400	0.5161	1.1400	1.0677
0.3517	41.0909	904	1.1506	0.4921	1.1506	1.0727
0.3517	41.1818	906	1.1572	0.4882	1.1572	1.0757
0.3517	41.2727	908	1.1565	0.4882	1.1565	1.0754
0.3517	41.3636	910	1.1418	0.4882	1.1418	1.0685
0.3517	41.4545	912	1.1076	0.4882	1.1076	1.0524
0.3517	41.5455	914	1.0868	0.5156	1.0868	1.0425
0.3517	41.6364	916	1.0993	0.5156	1.0993	1.0485
0.3517	41.7273	918	1.1393	0.5156	1.1393	1.0674
0.3517	41.8182	920	1.1945	0.4769	1.1945	1.0929
0.3517	41.9091	922	1.2822	0.4733	1.2822	1.1323
0.3517	42.0	924	1.4152	0.4091	1.4152	1.1896
0.3517	42.0909	926	1.4400	0.4091	1.4400	1.2000
0.3517	42.1818	928	1.3762	0.4462	1.3762	1.1731
0.3517	42.2727	930	1.2793	0.4688	1.2793	1.1311
0.3517	42.3636	932	1.2211	0.4677	1.2211	1.1050
0.3517	42.4545	934	1.2200	0.4677	1.2200	1.1045
0.3517	42.5455	936	1.2300	0.4553	1.2300	1.1090
0.3517	42.6364	938	1.2483	0.4677	1.2483	1.1173
0.3517	42.7273	940	1.2750	0.4677	1.2750	1.1291
0.3517	42.8182	942	1.2780	0.4553	1.2780	1.1305
0.3517	42.9091	944	1.2538	0.4754	1.2538	1.1197
0.3517	43.0	946	1.2346	0.4754	1.2346	1.1111
0.3517	43.0909	948	1.2131	0.4874	1.2131	1.1014
0.3517	43.1818	950	1.2169	0.4874	1.2169	1.1031
0.3517	43.2727	952	1.2173	0.4874	1.2173	1.1033
0.3517	43.3636	954	1.1997	0.4918	1.1997	1.0953
0.3517	43.4545	956	1.1763	0.5041	1.1763	1.0846
0.3517	43.5455	958	1.1786	0.4553	1.1786	1.0857
0.3517	43.6364	960	1.1897	0.4677	1.1897	1.0907
0.3517	43.7273	962	1.1921	0.48	1.1921	1.0918
0.3517	43.8182	964	1.1479	0.496	1.1479	1.0714
0.3517	43.9091	966	1.0746	0.5397	1.0746	1.0366
0.3517	44.0	968	1.0180	0.5968	1.0180	1.0090
0.3517	44.0909	970	1.0152	0.5574	1.0152	1.0076
0.3517	44.1818	972	1.0299	0.5333	1.0299	1.0149
0.3517	44.2727	974	1.0455	0.5333	1.0455	1.0225
0.3517	44.3636	976	1.0582	0.5455	1.0582	1.0287
0.3517	44.4545	978	1.0716	0.5691	1.0716	1.0352
0.3517	44.5455	980	1.1193	0.5238	1.1193	1.0580
0.3517	44.6364	982	1.2036	0.4882	1.2036	1.0971
0.3517	44.7273	984	1.2656	0.4688	1.2656	1.1250
0.3517	44.8182	986	1.2968	0.4688	1.2968	1.1388
0.3517	44.9091	988	1.2952	0.4688	1.2952	1.1381
0.3517	45.0	990	1.2868	0.4688	1.2868	1.1344
0.3517	45.0909	992	1.2459	0.4724	1.2459	1.1162
0.3517	45.1818	994	1.1942	0.496	1.1942	1.0928
0.3517	45.2727	996	1.1441	0.5238	1.1441	1.0696
0.3517	45.3636	998	1.0955	0.5512	1.0955	1.0467
0.0579	45.4545	1000	1.0708	0.5669	1.0708	1.0348
0.0579	45.5455	1002	1.0673	0.5781	1.0673	1.0331
0.0579	45.6364	1004	1.0864	0.5781	1.0864	1.0423
0.0579	45.7273	1006	1.1248	0.5512	1.1248	1.0606
0.0579	45.8182	1008	1.1730	0.5271	1.1730	1.0830
0.0579	45.9091	1010	1.2158	0.5271	1.2158	1.1026
0.0579	46.0	1012	1.2212	0.5271	1.2212	1.1051
0.0579	46.0909	1014	1.2071	0.5312	1.2071	1.0987

Framework versions

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