ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_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: 1.5759
• Qwk: 0.4122
• Mse: 1.5759
• Rmse: 1.2553

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	0.0253	2	6.9799	0.0056	6.9799	2.6419
No log	0.0506	4	4.8672	0.0427	4.8672	2.2062
No log	0.0759	6	3.7564	-0.0308	3.7564	1.9382
No log	0.1013	8	2.5724	0.1528	2.5724	1.6039
No log	0.1266	10	2.1735	0.0325	2.1735	1.4743
No log	0.1519	12	2.0865	0.0690	2.0865	1.4445
No log	0.1772	14	1.8748	0.0909	1.8748	1.3692
No log	0.2025	16	1.9190	0.2521	1.9190	1.3853
No log	0.2278	18	2.4827	0.1986	2.4827	1.5756
No log	0.2532	20	2.3492	0.2190	2.3492	1.5327
No log	0.2785	22	2.0601	0.2222	2.0601	1.4353
No log	0.3038	24	1.8916	0.1513	1.8916	1.3754
No log	0.3291	26	1.8625	0.0536	1.8625	1.3647
No log	0.3544	28	1.8476	0.0	1.8476	1.3593
No log	0.3797	30	1.5835	0.0971	1.5835	1.2584
No log	0.4051	32	1.5477	0.2143	1.5477	1.2441
No log	0.4304	34	1.5410	0.2609	1.5410	1.2414
No log	0.4557	36	1.6083	0.3667	1.6083	1.2682
No log	0.4810	38	1.4969	0.3802	1.4969	1.2235
No log	0.5063	40	1.4301	0.3802	1.4301	1.1959
No log	0.5316	42	1.2623	0.3590	1.2623	1.1235
No log	0.5570	44	1.2246	0.4167	1.2246	1.1066
No log	0.5823	46	1.2519	0.3902	1.2519	1.1189
No log	0.6076	48	1.4379	0.3906	1.4379	1.1991
No log	0.6329	50	1.4384	0.375	1.4384	1.1993
No log	0.6582	52	1.5502	0.2807	1.5502	1.2451
No log	0.6835	54	2.9835	-0.1148	2.9835	1.7273
No log	0.7089	56	2.9897	-0.2712	2.9897	1.7291
No log	0.7342	58	1.7477	0.2407	1.7477	1.3220
No log	0.7595	60	1.1243	0.5203	1.1243	1.0603
No log	0.7848	62	1.1382	0.544	1.1382	1.0668
No log	0.8101	64	1.3695	0.4355	1.3695	1.1703
No log	0.8354	66	1.4081	0.4252	1.4081	1.1866
No log	0.8608	68	1.3530	0.4724	1.3530	1.1632
No log	0.8861	70	1.0957	0.5039	1.0957	1.0468
No log	0.9114	72	1.0898	0.4921	1.0898	1.0439
No log	0.9367	74	1.1805	0.5	1.1805	1.0865
No log	0.9620	76	1.2588	0.4651	1.2588	1.1220
No log	0.9873	78	1.0974	0.5538	1.0974	1.0476
No log	1.0127	80	1.0876	0.5385	1.0876	1.0429
No log	1.0380	82	1.1170	0.5077	1.1170	1.0569
No log	1.0633	84	1.1159	0.5238	1.1159	1.0564
No log	1.0886	86	1.2804	0.4844	1.2804	1.1316
No log	1.1139	88	1.2642	0.4878	1.2642	1.1243
No log	1.1392	90	1.1684	0.4407	1.1684	1.0809
No log	1.1646	92	1.1854	0.4878	1.1854	1.0888
No log	1.1899	94	1.0933	0.5397	1.0933	1.0456
No log	1.2152	96	1.1055	0.5197	1.1055	1.0514
No log	1.2405	98	1.5140	0.3680	1.5140	1.2305
No log	1.2658	100	2.1240	0.0317	2.1240	1.4574
No log	1.2911	102	1.9085	0.1463	1.9085	1.3815
No log	1.3165	104	1.3600	0.3710	1.3600	1.1662
No log	1.3418	106	1.3213	0.4160	1.3213	1.1495
No log	1.3671	108	1.0642	0.6316	1.0642	1.0316
No log	1.3924	110	1.1932	0.5	1.1932	1.0923
No log	1.4177	112	1.7814	0.1860	1.7814	1.3347
No log	1.4430	114	1.9053	0.1406	1.9053	1.3803
No log	1.4684	116	1.4856	0.3866	1.4856	1.2188
No log	1.4937	118	1.1413	0.4310	1.1413	1.0683
No log	1.5190	120	1.2380	0.4553	1.2380	1.1127
No log	1.5443	122	1.1181	0.4576	1.1181	1.0574
No log	1.5696	124	1.0815	0.5082	1.0815	1.0399
No log	1.5949	126	1.3456	0.4567	1.3456	1.1600
No log	1.6203	128	1.5771	0.3333	1.5771	1.2558
No log	1.6456	130	1.4324	0.4545	1.4324	1.1968
No log	1.6709	132	1.1311	0.5191	1.1311	1.0635
No log	1.6962	134	1.1080	0.5191	1.1080	1.0526
No log	1.7215	136	1.4547	0.4275	1.4547	1.2061
No log	1.7468	138	1.6064	0.3158	1.6064	1.2674
No log	1.7722	140	1.3340	0.4361	1.3340	1.1550
No log	1.7975	142	0.9435	0.6667	0.9435	0.9713
No log	1.8228	144	1.0053	0.6176	1.0053	1.0027
No log	1.8481	146	1.3747	0.4580	1.3747	1.1725
No log	1.8734	148	1.8931	0.1940	1.8931	1.3759
No log	1.8987	150	2.0659	0.1045	2.0659	1.4373
No log	1.9241	152	1.6962	0.3206	1.6962	1.3024
No log	1.9494	154	1.1429	0.5645	1.1429	1.0691
No log	1.9747	156	1.0285	0.6142	1.0285	1.0142
No log	2.0	158	1.1228	0.5645	1.1228	1.0596
No log	2.0253	160	1.3991	0.5079	1.3991	1.1828
No log	2.0506	162	1.4439	0.4341	1.4439	1.2016
No log	2.0759	164	1.2059	0.5238	1.2059	1.0982
No log	2.1013	166	0.9588	0.5984	0.9588	0.9792
No log	2.1266	168	0.9804	0.5760	0.9804	0.9902
No log	2.1519	170	1.3201	0.4733	1.3201	1.1490
No log	2.1772	172	1.5045	0.3759	1.5045	1.2266
No log	2.2025	174	1.3035	0.5469	1.3035	1.1417
No log	2.2278	176	1.0548	0.6462	1.0548	1.0270
No log	2.2532	178	1.0724	0.6515	1.0724	1.0356
No log	2.2785	180	1.1506	0.5827	1.1506	1.0727
No log	2.3038	182	1.1032	0.608	1.1032	1.0503
No log	2.3291	184	1.1346	0.6032	1.1346	1.0652
No log	2.3544	186	1.1385	0.6032	1.1385	1.0670
No log	2.3797	188	1.0449	0.5333	1.0449	1.0222
No log	2.4051	190	1.0488	0.5085	1.0488	1.0241
No log	2.4304	192	1.3149	0.4754	1.3149	1.1467
No log	2.4557	194	1.4131	0.4065	1.4131	1.1887
No log	2.4810	196	1.1857	0.5484	1.1857	1.0889
No log	2.5063	198	0.8719	0.6129	0.8719	0.9337
No log	2.5316	200	0.7764	0.6457	0.7764	0.8811
No log	2.5570	202	0.7887	0.6870	0.7887	0.8881
No log	2.5823	204	1.0114	0.5984	1.0114	1.0057
No log	2.6076	206	1.4195	0.4688	1.4195	1.1914
No log	2.6329	208	1.4661	0.4462	1.4661	1.2108
No log	2.6582	210	1.1934	0.4882	1.1934	1.0924
No log	2.6835	212	0.8479	0.64	0.8479	0.9208
No log	2.7089	214	0.8341	0.6512	0.8341	0.9133
No log	2.7342	216	0.8539	0.6875	0.8539	0.9241
No log	2.7595	218	0.9793	0.6349	0.9793	0.9896
No log	2.7848	220	1.2900	0.4688	1.2900	1.1358
No log	2.8101	222	1.3893	0.4688	1.3893	1.1787
No log	2.8354	224	1.3132	0.4286	1.3132	1.1459
No log	2.8608	226	1.1429	0.5484	1.1429	1.0691
No log	2.8861	228	0.9645	0.6179	0.9645	0.9821
No log	2.9114	230	0.9134	0.6179	0.9134	0.9557
No log	2.9367	232	0.9046	0.5691	0.9046	0.9511
No log	2.9620	234	0.9448	0.5902	0.9448	0.9720
No log	2.9873	236	1.0271	0.5738	1.0271	1.0135
No log	3.0127	238	1.1626	0.512	1.1626	1.0782
No log	3.0380	240	1.1948	0.5238	1.1948	1.0931
No log	3.0633	242	1.0710	0.6094	1.0710	1.0349
No log	3.0886	244	0.9786	0.5691	0.9786	0.9892
No log	3.1139	246	0.9425	0.6032	0.9425	0.9708
No log	3.1392	248	0.9173	0.6202	0.9173	0.9578
No log	3.1646	250	0.8456	0.6462	0.8456	0.9196
No log	3.1899	252	0.9383	0.6917	0.9383	0.9687
No log	3.2152	254	1.1376	0.5303	1.1376	1.0666
No log	3.2405	256	1.2624	0.4923	1.2624	1.1236
No log	3.2658	258	1.2270	0.5891	1.2270	1.1077
No log	3.2911	260	1.1384	0.5714	1.1384	1.0670
No log	3.3165	262	1.1153	0.5891	1.1153	1.0561
No log	3.3418	264	1.1396	0.5692	1.1396	1.0675
No log	3.3671	266	1.3362	0.4308	1.3362	1.1560
No log	3.3924	268	1.3820	0.4122	1.3820	1.1756
No log	3.4177	270	1.2962	0.4923	1.2962	1.1385
No log	3.4430	272	1.0517	0.5938	1.0517	1.0255
No log	3.4684	274	0.8736	0.6769	0.8736	0.9347
No log	3.4937	276	0.8732	0.6512	0.8732	0.9344
No log	3.5190	278	0.8992	0.6822	0.8992	0.9483
No log	3.5443	280	0.9783	0.6512	0.9783	0.9891
No log	3.5696	282	1.0689	0.6	1.0689	1.0339
No log	3.5949	284	0.9712	0.6047	0.9712	0.9855
No log	3.6203	286	0.9036	0.6308	0.9036	0.9506
No log	3.6456	288	0.9552	0.6047	0.9552	0.9773
No log	3.6709	290	1.0727	0.5426	1.0727	1.0357
No log	3.6962	292	1.0710	0.512	1.0710	1.0349
No log	3.7215	294	1.0966	0.512	1.0966	1.0472
No log	3.7468	296	1.1535	0.512	1.1535	1.0740
No log	3.7722	298	1.1424	0.512	1.1424	1.0688
No log	3.7975	300	1.1297	0.5669	1.1297	1.0629
No log	3.8228	302	1.1592	0.5669	1.1592	1.0766
No log	3.8481	304	1.0994	0.6047	1.0994	1.0485
No log	3.8734	306	1.1371	0.6	1.1371	1.0663
No log	3.8987	308	1.1718	0.5469	1.1718	1.0825
No log	3.9241	310	1.1395	0.5625	1.1395	1.0675
No log	3.9494	312	1.2003	0.5469	1.2003	1.0956
No log	3.9747	314	1.2277	0.5197	1.2277	1.1080
No log	4.0	316	1.2406	0.48	1.2406	1.1138
No log	4.0253	318	1.2158	0.496	1.2158	1.1026
No log	4.0506	320	1.1554	0.5827	1.1554	1.0749
No log	4.0759	322	1.1825	0.6107	1.1825	1.0874
No log	4.1013	324	1.2066	0.6165	1.2066	1.0985
No log	4.1266	326	1.2045	0.6165	1.2045	1.0975
No log	4.1519	328	1.1835	0.6565	1.1835	1.0879
No log	4.1772	330	1.1333	0.6462	1.1333	1.0645
No log	4.2025	332	1.2091	0.5481	1.2091	1.0996
No log	4.2278	334	1.2123	0.5714	1.2123	1.1010
No log	4.2532	336	1.1440	0.5865	1.1440	1.0696
No log	4.2785	338	1.0842	0.6107	1.0842	1.0412
No log	4.3038	340	1.1603	0.5714	1.1603	1.0772
No log	4.3291	342	1.1641	0.5714	1.1641	1.0790
No log	4.3544	344	1.0700	0.5954	1.0700	1.0344
No log	4.3797	346	1.0630	0.6512	1.0630	1.0310
No log	4.4051	348	1.0763	0.6202	1.0763	1.0374
No log	4.4304	350	1.2002	0.5	1.2002	1.0955
No log	4.4557	352	1.3986	0.4724	1.3986	1.1826
No log	4.4810	354	1.3726	0.4724	1.3726	1.1716
No log	4.5063	356	1.1682	0.5512	1.1682	1.0808
No log	4.5316	358	1.0620	0.5827	1.0620	1.0305
No log	4.5570	360	1.0889	0.5827	1.0889	1.0435
No log	4.5823	362	1.1578	0.5512	1.1578	1.0760
No log	4.6076	364	1.3024	0.5	1.3024	1.1412
No log	4.6329	366	1.3690	0.5	1.3690	1.1701
No log	4.6582	368	1.2874	0.5271	1.2874	1.1346
No log	4.6835	370	1.0885	0.5891	1.0885	1.0433
No log	4.7089	372	1.0416	0.5938	1.0416	1.0206
No log	4.7342	374	1.1374	0.5625	1.1374	1.0665
No log	4.7595	376	1.2908	0.5	1.2908	1.1361
No log	4.7848	378	1.2878	0.5	1.2878	1.1348
No log	4.8101	380	1.2081	0.5625	1.2081	1.0991
No log	4.8354	382	1.1999	0.5625	1.1999	1.0954
No log	4.8608	384	1.1895	0.5625	1.1895	1.0907
No log	4.8861	386	1.1304	0.5512	1.1304	1.0632
No log	4.9114	388	1.1572	0.5581	1.1572	1.0757
No log	4.9367	390	1.1973	0.5116	1.1973	1.0942
No log	4.9620	392	1.1960	0.5	1.1960	1.0936
No log	4.9873	394	1.2290	0.5	1.2290	1.1086
No log	5.0127	396	1.1140	0.5197	1.1140	1.0555
No log	5.0380	398	0.9833	0.5397	0.9833	0.9916
No log	5.0633	400	0.9405	0.5669	0.9405	0.9698
No log	5.0886	402	0.9992	0.5581	0.9992	0.9996
No log	5.1139	404	1.1374	0.5	1.1374	1.0665
No log	5.1392	406	1.1303	0.5271	1.1303	1.0631
No log	5.1646	408	0.9785	0.5581	0.9785	0.9892
No log	5.1899	410	0.8071	0.7015	0.8071	0.8984
No log	5.2152	412	0.8040	0.7121	0.8040	0.8967
No log	5.2405	414	0.8870	0.6462	0.8870	0.9418
No log	5.2658	416	1.0630	0.5354	1.0630	1.0310
No log	5.2911	418	1.3640	0.4444	1.3640	1.1679
No log	5.3165	420	1.5533	0.3577	1.5533	1.2463
No log	5.3418	422	1.4225	0.3871	1.4225	1.1927
No log	5.3671	424	1.0867	0.5238	1.0867	1.0424
No log	5.3924	426	0.8899	0.6562	0.8899	0.9433
No log	5.4177	428	0.8502	0.6977	0.8502	0.9221
No log	5.4430	430	0.8455	0.6923	0.8455	0.9195
No log	5.4684	432	0.9327	0.5781	0.9327	0.9658
No log	5.4937	434	1.2162	0.5	1.2162	1.1028
No log	5.5190	436	1.4410	0.4308	1.4410	1.2004
No log	5.5443	438	1.4361	0.4308	1.4361	1.1984
No log	5.5696	440	1.2395	0.4724	1.2395	1.1133
No log	5.5949	442	1.0348	0.5397	1.0348	1.0173
No log	5.6203	444	0.9812	0.5920	0.9812	0.9906
No log	5.6456	446	1.0055	0.6190	1.0055	1.0027
No log	5.6709	448	1.0814	0.5854	1.0814	1.0399
No log	5.6962	450	1.2159	0.5082	1.2159	1.1027
No log	5.7215	452	1.2713	0.4918	1.2713	1.1275
No log	5.7468	454	1.2279	0.4793	1.2279	1.1081
No log	5.7722	456	1.1278	0.5323	1.1278	1.0620
No log	5.7975	458	1.0610	0.528	1.0610	1.0300
No log	5.8228	460	1.0696	0.5354	1.0696	1.0342
No log	5.8481	462	1.1350	0.4839	1.1350	1.0654
No log	5.8734	464	1.2060	0.4715	1.2060	1.0982
No log	5.8987	466	1.1911	0.4715	1.1911	1.0914
No log	5.9241	468	1.1229	0.4959	1.1229	1.0597
No log	5.9494	470	1.1037	0.5246	1.1037	1.0506
No log	5.9747	472	1.0611	0.5528	1.0611	1.0301
No log	6.0	474	1.0024	0.5806	1.0024	1.0012
No log	6.0253	476	1.0406	0.5354	1.0406	1.0201
No log	6.0506	478	1.1579	0.4921	1.1579	1.0761
No log	6.0759	480	1.3025	0.4921	1.3025	1.1413
No log	6.1013	482	1.2851	0.4921	1.2851	1.1336
No log	6.1266	484	1.1596	0.5197	1.1596	1.0768
No log	6.1519	486	1.0856	0.5397	1.0856	1.0419
No log	6.1772	488	1.0454	0.5512	1.0454	1.0225
No log	6.2025	490	1.0110	0.5714	1.0110	1.0055
No log	6.2278	492	1.0609	0.5512	1.0609	1.0300
No log	6.2532	494	1.3005	0.4961	1.3005	1.1404
No log	6.2785	496	1.4542	0.3731	1.4542	1.2059
No log	6.3038	498	1.4292	0.3910	1.4292	1.1955
0.4182	6.3291	500	1.3133	0.4733	1.3133	1.1460
0.4182	6.3544	502	1.2590	0.4769	1.2590	1.1221
0.4182	6.3797	504	1.1863	0.5	1.1863	1.0892
0.4182	6.4051	506	1.0982	0.5512	1.0982	1.0479
0.4182	6.4304	508	1.1301	0.5238	1.1301	1.0630
0.4182	6.4557	510	1.2814	0.5197	1.2814	1.1320
0.4182	6.4810	512	1.3960	0.4921	1.3961	1.1815
0.4182	6.5063	514	1.5091	0.4122	1.5091	1.2284
0.4182	6.5316	516	1.4846	0.3939	1.4846	1.2184
0.4182	6.5570	518	1.2979	0.4724	1.2979	1.1392
0.4182	6.5823	520	1.1486	0.4921	1.1486	1.0717
0.4182	6.6076	522	1.1240	0.4921	1.1240	1.0602
0.4182	6.6329	524	1.0654	0.5079	1.0654	1.0322
0.4182	6.6582	526	1.0112	0.56	1.0112	1.0056
0.4182	6.6835	528	1.0199	0.5323	1.0199	1.0099
0.4182	6.7089	530	1.0714	0.5041	1.0714	1.0351
0.4182	6.7342	532	1.0704	0.5323	1.0704	1.0346
0.4182	6.7595	534	1.0405	0.5691	1.0405	1.0200
0.4182	6.7848	536	1.0649	0.5410	1.0649	1.0319
0.4182	6.8101	538	1.1709	0.496	1.1709	1.0821
0.4182	6.8354	540	1.2553	0.4921	1.2553	1.1204
0.4182	6.8608	542	1.2202	0.48	1.2202	1.1046
0.4182	6.8861	544	1.1079	0.528	1.1079	1.0526
0.4182	6.9114	546	1.0684	0.528	1.0684	1.0336
0.4182	6.9367	548	1.1064	0.528	1.1064	1.0519
0.4182	6.9620	550	1.2138	0.5079	1.2138	1.1017
0.4182	6.9873	552	1.3478	0.4724	1.3478	1.1609
0.4182	7.0127	554	1.4171	0.4688	1.4171	1.1904
0.4182	7.0380	556	1.3882	0.4688	1.3882	1.1782
0.4182	7.0633	558	1.2680	0.5079	1.2680	1.1261
0.4182	7.0886	560	1.1395	0.5	1.1395	1.0675
0.4182	7.1139	562	1.1236	0.512	1.1236	1.0600
0.4182	7.1392	564	1.1820	0.5294	1.1820	1.0872
0.4182	7.1646	566	1.2521	0.5362	1.2521	1.1190
0.4182	7.1899	568	1.2650	0.5362	1.2650	1.1247
0.4182	7.2152	570	1.2269	0.5038	1.2269	1.1077
0.4182	7.2405	572	1.2038	0.5156	1.2038	1.0972
0.4182	7.2658	574	1.2666	0.4882	1.2666	1.1255
0.4182	7.2911	576	1.3263	0.4961	1.3263	1.1516
0.4182	7.3165	578	1.2902	0.4724	1.2902	1.1359
0.4182	7.3418	580	1.2059	0.528	1.2059	1.0981
0.4182	7.3671	582	1.2066	0.5116	1.2066	1.0984
0.4182	7.3924	584	1.2361	0.5231	1.2361	1.1118
0.4182	7.4177	586	1.1420	0.5426	1.1420	1.0686
0.4182	7.4430	588	1.0621	0.5938	1.0621	1.0306
0.4182	7.4684	590	1.0659	0.6047	1.0659	1.0324
0.4182	7.4937	592	1.1028	0.5469	1.1028	1.0502
0.4182	7.5190	594	1.2050	0.5538	1.2050	1.0977
0.4182	7.5443	596	1.2500	0.5538	1.2500	1.1180
0.4182	7.5696	598	1.1948	0.5426	1.1948	1.0931
0.4182	7.5949	600	1.2156	0.5426	1.2156	1.1025
0.4182	7.6203	602	1.2357	0.5538	1.2357	1.1116
0.4182	7.6456	604	1.1968	0.5426	1.1968	1.0940
0.4182	7.6709	606	1.1219	0.5556	1.1219	1.0592
0.4182	7.6962	608	1.0842	0.5574	1.0842	1.0413
0.4182	7.7215	610	1.1002	0.5289	1.1002	1.0489
0.4182	7.7468	612	1.1526	0.5760	1.1526	1.0736
0.4182	7.7722	614	1.2021	0.5512	1.2021	1.0964
0.4182	7.7975	616	1.1852	0.5426	1.1852	1.0887
0.4182	7.8228	618	1.1352	0.5426	1.1352	1.0655
0.4182	7.8481	620	1.1099	0.5426	1.1099	1.0535
0.4182	7.8734	622	1.0514	0.5645	1.0514	1.0254
0.4182	7.8987	624	1.0811	0.5645	1.0811	1.0398
0.4182	7.9241	626	1.1581	0.5512	1.1581	1.0761
0.4182	7.9494	628	1.2422	0.4961	1.2422	1.1145
0.4182	7.9747	630	1.2972	0.4615	1.2972	1.1389
0.4182	8.0	632	1.2985	0.4688	1.2985	1.1395
0.4182	8.0253	634	1.2693	0.4688	1.2693	1.1266
0.4182	8.0506	636	1.1515	0.5484	1.1515	1.0731
0.4182	8.0759	638	1.0832	0.5691	1.0832	1.0408
0.4182	8.1013	640	1.0501	0.5691	1.0501	1.0248
0.4182	8.1266	642	1.0790	0.5691	1.0790	1.0387
0.4182	8.1519	644	1.2042	0.5354	1.2042	1.0974
0.4182	8.1772	646	1.3138	0.4961	1.3138	1.1462
0.4182	8.2025	648	1.2736	0.5231	1.2736	1.1285
0.4182	8.2278	650	1.1847	0.5538	1.1847	1.0884
0.4182	8.2532	652	1.1376	0.5827	1.1376	1.0666
0.4182	8.2785	654	1.1417	0.5827	1.1417	1.0685
0.4182	8.3038	656	1.2101	0.5625	1.2101	1.1000
0.4182	8.3291	658	1.2433	0.5385	1.2433	1.1150
0.4182	8.3544	660	1.2234	0.5538	1.2234	1.1061
0.4182	8.3797	662	1.0895	0.5736	1.0895	1.0438
0.4182	8.4051	664	0.9897	0.5891	0.9897	0.9948
0.4182	8.4304	666	0.9616	0.5984	0.9616	0.9806
0.4182	8.4557	668	0.9619	0.5806	0.9619	0.9807
0.4182	8.4810	670	0.9950	0.5691	0.9950	0.9975
0.4182	8.5063	672	1.0492	0.5528	1.0492	1.0243
0.4182	8.5316	674	1.0988	0.5246	1.0988	1.0482
0.4182	8.5570	676	1.0936	0.5246	1.0936	1.0457
0.4182	8.5823	678	1.0840	0.5484	1.0840	1.0412
0.4182	8.6076	680	1.1048	0.5238	1.1048	1.0511
0.4182	8.6329	682	1.2442	0.5	1.2442	1.1154
0.4182	8.6582	684	1.3713	0.4688	1.3713	1.1710
0.4182	8.6835	686	1.2909	0.4724	1.2909	1.1362
0.4182	8.7089	688	1.1663	0.5	1.1663	1.0800
0.4182	8.7342	690	1.2090	0.4724	1.2090	1.0996
0.4182	8.7595	692	1.1855	0.4724	1.1855	1.0888
0.4182	8.7848	694	1.1220	0.5	1.1220	1.0593
0.4182	8.8101	696	1.1496	0.5	1.1496	1.0722
0.4182	8.8354	698	1.1784	0.5	1.1784	1.0855
0.4182	8.8608	700	1.0858	0.5	1.0858	1.0420
0.4182	8.8861	702	1.0799	0.5	1.0799	1.0392
0.4182	8.9114	704	1.1253	0.5079	1.1253	1.0608
0.4182	8.9367	706	1.1617	0.4677	1.1617	1.0778
0.4182	8.9620	708	1.2250	0.4677	1.2250	1.1068
0.4182	8.9873	710	1.3903	0.4724	1.3903	1.1791
0.4182	9.0127	712	1.5588	0.4122	1.5588	1.2485
0.4182	9.0380	714	1.5759	0.4122	1.5759	1.2553

Framework versions

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