Arabic_FineTuningAraBERT_AugV4_k4_task2_organization_fold1

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: 1.1245
• Qwk: 0.1429
• Mse: 1.1245
• Rmse: 1.0604

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0290	2	5.1945	-0.0182	5.1945	2.2791
No log	0.0580	4	2.2474	0.1220	2.2474	1.4991
No log	0.0870	6	0.9094	0.0	0.9094	0.9536
No log	0.1159	8	0.5180	0.1600	0.5180	0.7198
No log	0.1449	10	0.6448	0.0400	0.6448	0.8030
No log	0.1739	12	0.7845	0.0400	0.7845	0.8857
No log	0.2029	14	0.8889	0.1818	0.8889	0.9428
No log	0.2319	16	0.7738	0.1111	0.7738	0.8797
No log	0.2609	18	1.0040	0.0	1.0040	1.0020
No log	0.2899	20	0.8657	0.0339	0.8657	0.9304
No log	0.3188	22	0.8585	0.1818	0.8585	0.9266
No log	0.3478	24	0.8260	0.1429	0.8260	0.9088
No log	0.3768	26	0.7380	0.0870	0.7380	0.8591
No log	0.4058	28	0.7641	0.1176	0.7641	0.8741
No log	0.4348	30	0.6969	0.0	0.6969	0.8348
No log	0.4638	32	0.6897	0.1600	0.6897	0.8305
No log	0.4928	34	0.8085	0.1905	0.8085	0.8992
No log	0.5217	36	1.0882	0.0233	1.0882	1.0432
No log	0.5507	38	1.0202	0.1370	1.0202	1.0100
No log	0.5797	40	0.8463	0.3077	0.8463	0.9200
No log	0.6087	42	0.7619	0.1892	0.7619	0.8728
No log	0.6377	44	0.8643	0.3200	0.8643	0.9297
No log	0.6667	46	0.8883	0.4000	0.8883	0.9425
No log	0.6957	48	1.0649	0.25	1.0649	1.0319
No log	0.7246	50	1.2683	0.1875	1.2683	1.1262
No log	0.7536	52	1.0570	0.2759	1.0570	1.0281
No log	0.7826	54	0.9621	0.1429	0.9621	0.9809
No log	0.8116	56	0.9687	0.1429	0.9687	0.9842
No log	0.8406	58	1.0048	0.2963	1.0048	1.0024
No log	0.8696	60	1.1212	0.1869	1.1212	1.0589
No log	0.8986	62	1.1664	0.1875	1.1664	1.0800
No log	0.9275	64	0.7933	0.2105	0.7933	0.8906
No log	0.9565	66	0.6706	0.2059	0.6706	0.8189
No log	0.9855	68	0.6655	0.2286	0.6655	0.8158
No log	1.0145	70	0.7812	0.1667	0.7812	0.8838
No log	1.0435	72	0.8944	0.2222	0.8944	0.9457
No log	1.0725	74	0.8485	0.2192	0.8485	0.9211
No log	1.1014	76	0.8477	0.3077	0.8477	0.9207
No log	1.1304	78	0.8783	0.3077	0.8783	0.9372
No log	1.1594	80	1.0800	0.2683	1.0800	1.0392
No log	1.1884	82	1.3487	0.0571	1.3487	1.1613
No log	1.2174	84	1.2395	0.1000	1.2395	1.1133
No log	1.2464	86	1.0012	0.3250	1.0012	1.0006
No log	1.2754	88	0.8191	0.2025	0.8191	0.9050
No log	1.3043	90	0.8361	0.3014	0.8361	0.9144
No log	1.3333	92	0.8967	0.3200	0.8967	0.9469
No log	1.3623	94	0.8545	0.1972	0.8545	0.9244
No log	1.3913	96	0.8925	0.1882	0.8925	0.9447
No log	1.4203	98	0.9791	0.2667	0.9791	0.9895
No log	1.4493	100	1.0842	0.3077	1.0842	1.0413
No log	1.4783	102	1.0447	0.2857	1.0447	1.0221
No log	1.5072	104	0.8940	0.2247	0.8940	0.9455
No log	1.5362	106	0.7854	0.2105	0.7854	0.8862
No log	1.5652	108	0.7710	0.25	0.7710	0.8781
No log	1.5942	110	0.7869	0.1739	0.7869	0.8871
No log	1.6232	112	0.9782	0.2759	0.9782	0.9890
No log	1.6522	114	1.2062	0.0426	1.2062	1.0983
No log	1.6812	116	1.1963	0.0625	1.1963	1.0938
No log	1.7101	118	0.9989	0.1538	0.9989	0.9994
No log	1.7391	120	0.9415	0.1739	0.9415	0.9703
No log	1.7681	122	0.9722	0.1538	0.9722	0.9860
No log	1.7971	124	1.1459	0.1522	1.1459	1.0705
No log	1.8261	126	1.2609	0.0198	1.2609	1.1229
No log	1.8551	128	1.2270	0.1031	1.2270	1.1077
No log	1.8841	130	1.1171	0.3077	1.1171	1.0569
No log	1.9130	132	1.0671	0.2222	1.0671	1.0330
No log	1.9420	134	1.0659	0.2143	1.0659	1.0324
No log	1.9710	136	0.9908	0.1220	0.9908	0.9954
No log	2.0	138	0.9321	0.1818	0.9321	0.9655
No log	2.0290	140	1.1527	0.0625	1.1527	1.0736
No log	2.0580	142	1.3605	0.0727	1.3605	1.1664
No log	2.0870	144	1.3124	0.1468	1.3124	1.1456
No log	2.1159	146	1.2329	0.1818	1.2329	1.1104
No log	2.1449	148	1.0727	0.2963	1.0727	1.0357
No log	2.1739	150	0.9067	0.3415	0.9067	0.9522
No log	2.2029	152	0.8484	0.3294	0.8484	0.9211
No log	2.2319	154	0.9010	0.3294	0.9010	0.9492
No log	2.2609	156	0.9686	0.4000	0.9686	0.9842
No log	2.2899	158	1.0210	0.4000	1.0210	1.0105
No log	2.3188	160	1.1038	0.3596	1.1038	1.0506
No log	2.3478	162	1.1064	0.3182	1.1064	1.0519
No log	2.3768	164	1.0078	0.3596	1.0078	1.0039
No log	2.4058	166	0.9091	0.2326	0.9091	0.9534
No log	2.4348	168	0.8978	0.2340	0.8978	0.9475
No log	2.4638	170	0.9097	0.2759	0.9097	0.9538
No log	2.4928	172	0.9906	0.4000	0.9906	0.9953
No log	2.5217	174	1.1172	0.3030	1.1172	1.0570
No log	2.5507	176	1.2179	0.3030	1.2179	1.1036
No log	2.5797	178	1.2267	0.2222	1.2267	1.1076
No log	2.6087	180	1.1953	0.2241	1.1953	1.0933
No log	2.6377	182	1.1389	0.2241	1.1389	1.0672
No log	2.6667	184	1.1627	0.2569	1.1627	1.0783
No log	2.6957	186	1.1842	0.2222	1.1842	1.0882
No log	2.7246	188	1.1910	0.2574	1.1910	1.0913
No log	2.7536	190	1.1852	0.2268	1.1852	1.0887
No log	2.7826	192	1.1287	0.1573	1.1287	1.0624
No log	2.8116	194	1.0261	0.2000	1.0261	1.0130
No log	2.8406	196	1.0184	0.2222	1.0184	1.0092
No log	2.8696	198	1.0252	0.1951	1.0252	1.0125
No log	2.8986	200	1.0536	0.1702	1.0536	1.0265
No log	2.9275	202	1.1428	0.2326	1.1428	1.0690
No log	2.9565	204	1.2302	0.3125	1.2302	1.1092
No log	2.9855	206	1.2766	0.3125	1.2766	1.1299
No log	3.0145	208	1.2427	0.2268	1.2427	1.1148
No log	3.0435	210	1.1890	0.1923	1.1890	1.0904
No log	3.0725	212	1.1778	0.1818	1.1778	1.0853
No log	3.1014	214	1.1753	0.1031	1.1753	1.0841
No log	3.1304	216	1.1323	0.0792	1.1323	1.0641
No log	3.1594	218	1.1188	0.2268	1.1188	1.0577
No log	3.1884	220	1.2418	0.1573	1.2418	1.1144
No log	3.2174	222	1.3343	0.2268	1.3343	1.1551
No log	3.2464	224	1.2900	0.1000	1.2900	1.1358
No log	3.2754	226	1.2548	0.1875	1.2548	1.1202
No log	3.3043	228	1.1929	0.1923	1.1929	1.0922
No log	3.3333	230	1.2108	0.2105	1.2108	1.1003
No log	3.3623	232	1.2562	0.1770	1.2562	1.1208
No log	3.3913	234	1.2728	0.1622	1.2728	1.1282
No log	3.4203	236	1.2501	0.1622	1.2501	1.1181
No log	3.4493	238	1.2119	0.1553	1.2119	1.1009
No log	3.4783	240	1.1493	0.1882	1.1493	1.0720
No log	3.5072	242	1.1425	0.1474	1.1425	1.0689
No log	3.5362	244	1.1812	0.1136	1.1812	1.0868
No log	3.5652	246	1.1678	0.1474	1.1678	1.0806
No log	3.5942	248	1.0914	0.1935	1.0914	1.0447
No log	3.6232	250	1.0625	0.1935	1.0625	1.0308
No log	3.6522	252	1.0950	0.1522	1.0950	1.0464
No log	3.6812	254	1.0955	0.2410	1.0955	1.0467
No log	3.7101	256	1.0789	0.2683	1.0789	1.0387
No log	3.7391	258	1.1967	0.1176	1.1967	1.0940
No log	3.7681	260	1.2474	0.0	1.2474	1.1169
No log	3.7971	262	1.1931	0.1176	1.1931	1.0923
No log	3.8261	264	1.0946	0.1750	1.0946	1.0462
No log	3.8551	266	0.9791	0.2105	0.9791	0.9895
No log	3.8841	268	0.9145	0.1538	0.9145	0.9563
No log	3.9130	270	0.9470	0.1220	0.9470	0.9732
No log	3.9420	272	0.9732	0.2222	0.9732	0.9865
No log	3.9710	274	1.0214	0.1573	1.0214	1.0106
No log	4.0	276	1.1682	0.2000	1.1682	1.0808
No log	4.0290	278	1.3689	0.1273	1.3689	1.1700
No log	4.0580	280	1.4290	0.1000	1.4290	1.1954
No log	4.0870	282	1.3547	0.1081	1.3547	1.1639
No log	4.1159	284	1.2622	0.2364	1.2622	1.1235
No log	4.1449	286	1.2435	0.1386	1.2435	1.1151
No log	4.1739	288	1.2731	0.1386	1.2731	1.1283
No log	4.2029	290	1.2886	0.1429	1.2886	1.1352
No log	4.2319	292	1.3296	0.1869	1.3296	1.1531
No log	4.2609	294	1.3696	0.1724	1.3696	1.1703
No log	4.2899	296	1.3751	0.1913	1.3751	1.1726
No log	4.3188	298	1.3194	0.1724	1.3194	1.1486
No log	4.3478	300	1.1874	0.2642	1.1874	1.0897
No log	4.3768	302	1.0664	0.2826	1.0664	1.0327
No log	4.4058	304	1.0170	0.1935	1.0170	1.0085
No log	4.4348	306	0.9928	0.1935	0.9928	0.9964
No log	4.4638	308	1.0103	0.2418	1.0103	1.0051
No log	4.4928	310	1.0789	0.2105	1.0789	1.0387
No log	4.5217	312	1.0956	0.2105	1.0956	1.0467
No log	4.5507	314	1.0427	0.2597	1.0427	1.0211
No log	4.5797	316	0.9987	0.1538	0.9987	0.9994
No log	4.6087	318	0.9932	0.2025	0.9932	0.9966
No log	4.6377	320	1.0166	0.1538	1.0166	1.0083
No log	4.6667	322	1.0236	0.1750	1.0236	1.0117
No log	4.6957	324	1.0560	0.1176	1.0560	1.0276
No log	4.7246	326	1.1068	0.2143	1.1068	1.0521
No log	4.7536	328	1.1192	0.2105	1.1192	1.0579
No log	4.7826	330	1.0710	0.1379	1.0710	1.0349
No log	4.8116	332	1.0173	0.1064	1.0173	1.0086
No log	4.8406	334	0.9934	0.1522	0.9934	0.9967
No log	4.8696	336	0.9656	0.1522	0.9656	0.9827
No log	4.8986	338	0.9428	0.1702	0.9428	0.9710
No log	4.9275	340	0.9713	0.3077	0.9713	0.9856
No log	4.9565	342	1.0510	0.2500	1.0510	1.0252
No log	4.9855	344	1.0899	0.2921	1.0899	1.0440
No log	5.0145	346	1.0561	0.2921	1.0561	1.0276
No log	5.0435	348	1.0314	0.1386	1.0314	1.0156
No log	5.0725	350	1.0480	0.1386	1.0480	1.0237
No log	5.1014	352	1.0679	0.1622	1.0679	1.0334
No log	5.1304	354	1.1109	0.3125	1.1109	1.0540
No log	5.1594	356	1.1311	0.2069	1.1311	1.0636
No log	5.1884	358	1.1036	0.2069	1.1035	1.0505
No log	5.2174	360	1.0867	0.2069	1.0867	1.0424
No log	5.2464	362	1.0307	0.3077	1.0307	1.0152
No log	5.2754	364	1.0210	0.2200	1.0210	1.0105
No log	5.3043	366	1.0385	0.1386	1.0385	1.0191
No log	5.3333	368	1.0607	0.1386	1.0607	1.0299
No log	5.3623	370	1.1009	0.1935	1.1009	1.0493
No log	5.3913	372	1.1229	0.2143	1.1229	1.0597
No log	5.4203	374	1.0988	0.1176	1.0988	1.0483
No log	5.4493	376	1.0608	0.1538	1.0608	1.0299
No log	5.4783	378	1.0168	0.1538	1.0168	1.0084
No log	5.5072	380	0.9374	0.1538	0.9374	0.9682
No log	5.5362	382	0.8783	0.1370	0.8783	0.9372
No log	5.5652	384	0.8346	0.1739	0.8346	0.9136
No log	5.5942	386	0.8316	0.25	0.8316	0.9119
No log	5.6232	388	0.8835	0.2105	0.8835	0.9399
No log	5.6522	390	0.9172	0.2105	0.9172	0.9577
No log	5.6812	392	0.9324	0.2105	0.9324	0.9656
No log	5.7101	394	0.9716	0.2105	0.9716	0.9857
No log	5.7391	396	1.0118	0.2105	1.0118	1.0059
No log	5.7681	398	1.0472	0.2025	1.0472	1.0233
No log	5.7971	400	1.0786	0.1600	1.0786	1.0386
No log	5.8261	402	1.1220	0.1386	1.1220	1.0592
No log	5.8551	404	1.1640	0.1622	1.1640	1.0789
No log	5.8841	406	1.2229	0.1308	1.2229	1.1059
No log	5.9130	408	1.2444	0.1212	1.2444	1.1155
No log	5.9420	410	1.2312	0.1212	1.2312	1.1096
No log	5.9710	412	1.1826	0.0792	1.1826	1.0875
No log	6.0	414	1.1354	0.1346	1.1354	1.0656
No log	6.0290	416	1.1215	0.1143	1.1215	1.0590
No log	6.0580	418	1.1082	0.1346	1.1082	1.0527
No log	6.0870	420	1.1385	0.1600	1.1385	1.0670
No log	6.1159	422	1.1544	0.1212	1.1544	1.0744
No log	6.1449	424	1.1618	0.1386	1.1618	1.0779
No log	6.1739	426	1.1830	0.1386	1.1830	1.0877
No log	6.2029	428	1.1695	0.1273	1.1695	1.0814
No log	6.2319	430	1.1519	0.1176	1.1519	1.0733
No log	6.2609	432	1.1344	0.1111	1.1344	1.0651
No log	6.2899	434	1.1300	0.1000	1.1300	1.0630
No log	6.3188	436	1.1460	0.1273	1.1460	1.0705
No log	6.3478	438	1.1502	0.1273	1.1502	1.0725
No log	6.3768	440	1.1723	0.0917	1.1723	1.0827
No log	6.4058	442	1.1876	0.1667	1.1876	1.0898
No log	6.4348	444	1.1715	0.1386	1.1715	1.0824
No log	6.4638	446	1.1628	0.1386	1.1628	1.0783
No log	6.4928	448	1.1362	0.1273	1.1362	1.0659
No log	6.5217	450	1.1122	0.1429	1.1122	1.0546
No log	6.5507	452	1.0789	0.1386	1.0789	1.0387
No log	6.5797	454	1.0526	0.1386	1.0526	1.0260
No log	6.6087	456	1.0350	0.0645	1.0350	1.0174
No log	6.6377	458	1.0441	0.0842	1.0441	1.0218
No log	6.6667	460	1.0578	0.1702	1.0578	1.0285
No log	6.6957	462	1.0536	0.1702	1.0536	1.0265
No log	6.7246	464	1.0380	0.0625	1.0380	1.0188
No log	6.7536	466	1.0316	0.1386	1.0316	1.0157
No log	6.7826	468	1.0459	0.1081	1.0459	1.0227
No log	6.8116	470	1.0722	0.0769	1.0722	1.0354
No log	6.8406	472	1.1286	0.1935	1.1286	1.0623
No log	6.8696	474	1.1874	0.2326	1.1874	1.0897
No log	6.8986	476	1.2210	0.1758	1.2210	1.1050
No log	6.9275	478	1.2213	0.2326	1.2213	1.1051
No log	6.9565	480	1.1986	0.1935	1.1986	1.0948
No log	6.9855	482	1.1865	0.1553	1.1865	1.0893
No log	7.0145	484	1.1679	0.1081	1.1679	1.0807
No log	7.0435	486	1.1540	0.1081	1.1540	1.0743
No log	7.0725	488	1.1378	0.1429	1.1378	1.0667
No log	7.1014	490	1.1338	0.1081	1.1338	1.0648
No log	7.1304	492	1.1392	0.1818	1.1392	1.0673
No log	7.1594	494	1.1488	0.1702	1.1488	1.0718
No log	7.1884	496	1.1459	0.1702	1.1459	1.0705
No log	7.2174	498	1.1531	0.2069	1.1531	1.0738
0.3647	7.2464	500	1.1565	0.2326	1.1565	1.0754
0.3647	7.2754	502	1.1253	0.2069	1.1253	1.0608
0.3647	7.3043	504	1.0934	0.1765	1.0934	1.0456
0.3647	7.3333	506	1.0949	0.1765	1.0949	1.0464
0.3647	7.3623	508	1.0977	0.1765	1.0977	1.0477
0.3647	7.3913	510	1.1069	0.1765	1.1069	1.0521
0.3647	7.4203	512	1.1193	0.1765	1.1193	1.0580
0.3647	7.4493	514	1.1362	0.2581	1.1362	1.0659
0.3647	7.4783	516	1.1499	0.2581	1.1499	1.0723
0.3647	7.5072	518	1.1519	0.1765	1.1519	1.0733
0.3647	7.5362	520	1.1378	0.0727	1.1378	1.0667
0.3647	7.5652	522	1.1416	0.1386	1.1416	1.0684
0.3647	7.5942	524	1.1453	0.1386	1.1453	1.0702
0.3647	7.6232	526	1.1439	0.1386	1.1439	1.0696
0.3647	7.6522	528	1.1346	0.1765	1.1346	1.0652
0.3647	7.6812	530	1.1347	0.1386	1.1347	1.0652
0.3647	7.7101	532	1.1418	0.1429	1.1418	1.0686
0.3647	7.7391	534	1.1714	0.2581	1.1714	1.0823
0.3647	7.7681	536	1.1851	0.2581	1.1851	1.0886
0.3647	7.7971	538	1.1860	0.2326	1.1860	1.0890
0.3647	7.8261	540	1.1670	0.2326	1.1670	1.0803
0.3647	7.8551	542	1.1269	0.2326	1.1269	1.0615
0.3647	7.8841	544	1.0815	0.2683	1.0815	1.0400
0.3647	7.9130	546	1.0452	0.2683	1.0452	1.0223
0.3647	7.9420	548	1.0198	0.1429	1.0198	1.0098
0.3647	7.9710	550	1.0078	0.1000	1.0078	1.0039
0.3647	8.0	552	1.0073	0.1386	1.0073	1.0037
0.3647	8.0290	554	1.0085	0.1649	1.0085	1.0042
0.3647	8.0580	556	1.0102	0.1386	1.0102	1.0051
0.3647	8.0870	558	1.0234	0.1000	1.0234	1.0116
0.3647	8.1159	560	1.0468	0.1429	1.0468	1.0231
0.3647	8.1449	562	1.0651	0.2410	1.0651	1.0321
0.3647	8.1739	564	1.0675	0.2105	1.0675	1.0332
0.3647	8.2029	566	1.0628	0.2105	1.0628	1.0309
0.3647	8.2319	568	1.0593	0.2069	1.0593	1.0292
0.3647	8.2609	570	1.0550	0.2105	1.0550	1.0271
0.3647	8.2899	572	1.0392	0.1758	1.0392	1.0194
0.3647	8.3188	574	1.0302	0.1429	1.0302	1.0150
0.3647	8.3478	576	1.0382	0.1429	1.0382	1.0189
0.3647	8.3768	578	1.0539	0.1429	1.0539	1.0266
0.3647	8.4058	580	1.0683	0.1429	1.0683	1.0336
0.3647	8.4348	582	1.0832	0.1468	1.0832	1.0408
0.3647	8.4638	584	1.1071	0.1765	1.1071	1.0522
0.3647	8.4928	586	1.1249	0.1980	1.1249	1.0606
0.3647	8.5217	588	1.1367	0.1980	1.1367	1.0662
0.3647	8.5507	590	1.1393	0.1980	1.1393	1.0674
0.3647	8.5797	592	1.1338	0.1667	1.1338	1.0648
0.3647	8.6087	594	1.1285	0.1468	1.1285	1.0623
0.3647	8.6377	596	1.1191	0.1429	1.1191	1.0579
0.3647	8.6667	598	1.1118	0.0606	1.1118	1.0544
0.3647	8.6957	600	1.1118	0.1000	1.1118	1.0544
0.3647	8.7246	602	1.1181	0.0606	1.1181	1.0574
0.3647	8.7536	604	1.1213	0.0606	1.1213	1.0589
0.3647	8.7826	606	1.1227	0.0606	1.1227	1.0596
0.3647	8.8116	608	1.1262	0.1429	1.1262	1.0612
0.3647	8.8406	610	1.1353	0.1429	1.1353	1.0655
0.3647	8.8696	612	1.1374	0.1429	1.1374	1.0665
0.3647	8.8986	614	1.1332	0.1429	1.1332	1.0645
0.3647	8.9275	616	1.1305	0.1429	1.1305	1.0633
0.3647	8.9565	618	1.1335	0.1468	1.1335	1.0646
0.3647	8.9855	620	1.1409	0.1667	1.1409	1.0681
0.3647	9.0145	622	1.1482	0.1667	1.1482	1.0715
0.3647	9.0435	624	1.1536	0.1667	1.1536	1.0741
0.3647	9.0725	626	1.1588	0.1667	1.1588	1.0765
0.3647	9.1014	628	1.1591	0.1667	1.1591	1.0766
0.3647	9.1304	630	1.1593	0.1667	1.1593	1.0767
0.3647	9.1594	632	1.1595	0.1667	1.1595	1.0768
0.3647	9.1884	634	1.1549	0.1667	1.1549	1.0746
0.3647	9.2174	636	1.1463	0.1667	1.1463	1.0707
0.3647	9.2464	638	1.1392	0.1468	1.1392	1.0673
0.3647	9.2754	640	1.1353	0.1468	1.1353	1.0655
0.3647	9.3043	642	1.1289	0.1429	1.1289	1.0625
0.3647	9.3333	644	1.1198	0.0606	1.1198	1.0582
0.3647	9.3623	646	1.1117	0.0606	1.1117	1.0544
0.3647	9.3913	648	1.1053	0.1000	1.1053	1.0513
0.3647	9.4203	650	1.1031	0.1000	1.1031	1.0503
0.3647	9.4493	652	1.1010	0.1000	1.1010	1.0493
0.3647	9.4783	654	1.0992	0.1000	1.0992	1.0484
0.3647	9.5072	656	1.1005	0.0606	1.1005	1.0490
0.3647	9.5362	658	1.1045	0.0606	1.1045	1.0509
0.3647	9.5652	660	1.1080	0.0606	1.1080	1.0526
0.3647	9.5942	662	1.1110	0.0606	1.1110	1.0540
0.3647	9.6232	664	1.1137	0.0606	1.1137	1.0553
0.3647	9.6522	666	1.1184	0.1429	1.1184	1.0576
0.3647	9.6812	668	1.1225	0.1429	1.1225	1.0595
0.3647	9.7101	670	1.1266	0.1429	1.1266	1.0614
0.3647	9.7391	672	1.1297	0.1429	1.1297	1.0629
0.3647	9.7681	674	1.1298	0.1429	1.1298	1.0629
0.3647	9.7971	676	1.1294	0.1429	1.1294	1.0627
0.3647	9.8261	678	1.1289	0.1429	1.1289	1.0625
0.3647	9.8551	680	1.1281	0.1429	1.1281	1.0621
0.3647	9.8841	682	1.1273	0.1429	1.1273	1.0618
0.3647	9.9130	684	1.1262	0.1429	1.1262	1.0612
0.3647	9.9420	686	1.1250	0.1429	1.1250	1.0607
0.3647	9.9710	688	1.1247	0.1429	1.1247	1.0605
0.3647	10.0	690	1.1245	0.1429	1.1245	1.0604

Framework versions

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