ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task7_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: 1.5216
• Qwk: 0.0201
• Mse: 1.5216
• Rmse: 1.2335

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	0.0526	2	2.6272	-0.0593	2.6272	1.6209
No log	0.1053	4	1.3533	0.0412	1.3533	1.1633
No log	0.1579	6	1.1248	-0.1866	1.1248	1.0606
No log	0.2105	8	1.2809	-0.2576	1.2809	1.1317
No log	0.2632	10	1.1955	-0.0609	1.1955	1.0934
No log	0.3158	12	1.2034	-0.1027	1.2034	1.0970
No log	0.3684	14	1.1322	0.0868	1.1322	1.0641
No log	0.4211	16	1.0782	0.0943	1.0782	1.0384
No log	0.4737	18	1.0863	0.0391	1.0863	1.0423
No log	0.5263	20	1.1633	-0.1081	1.1633	1.0786
No log	0.5789	22	1.0268	0.0419	1.0268	1.0133
No log	0.6316	24	0.9608	-0.0054	0.9608	0.9802
No log	0.6842	26	0.9309	-0.0103	0.9309	0.9648
No log	0.7368	28	0.9532	0.0208	0.9532	0.9763
No log	0.7895	30	0.9817	0.1268	0.9817	0.9908
No log	0.8421	32	1.0772	0.0958	1.0772	1.0379
No log	0.8947	34	1.0455	0.1103	1.0455	1.0225
No log	0.9474	36	1.0125	-0.0472	1.0125	1.0062
No log	1.0	38	1.3162	-0.0624	1.3162	1.1473
No log	1.0526	40	1.5613	-0.0844	1.5613	1.2495
No log	1.1053	42	1.4443	-0.0219	1.4443	1.2018
No log	1.1579	44	1.1555	-0.0579	1.1555	1.0749
No log	1.2105	46	0.9541	-0.0915	0.9541	0.9768
No log	1.2632	48	1.0257	0.1028	1.0257	1.0128
No log	1.3158	50	1.1605	-0.0201	1.1605	1.0773
No log	1.3684	52	1.2818	-0.0529	1.2818	1.1322
No log	1.4211	54	1.1967	-0.0753	1.1967	1.0939
No log	1.4737	56	1.0339	-0.0569	1.0339	1.0168
No log	1.5263	58	1.1167	-0.1355	1.1167	1.0567
No log	1.5789	60	1.0975	-0.1120	1.0975	1.0476
No log	1.6316	62	1.1324	-0.1389	1.1324	1.0641
No log	1.6842	64	1.4684	-0.1344	1.4684	1.2118
No log	1.7368	66	1.6105	-0.1020	1.6105	1.2691
No log	1.7895	68	1.4590	-0.1956	1.4590	1.2079
No log	1.8421	70	1.3797	-0.2625	1.3797	1.1746
No log	1.8947	72	1.3951	-0.1445	1.3951	1.1812
No log	1.9474	74	1.4090	-0.1745	1.4090	1.1870
No log	2.0	76	1.4591	-0.1263	1.4591	1.2079
No log	2.0526	78	1.6217	-0.0934	1.6217	1.2735
No log	2.1053	80	1.6123	-0.0973	1.6123	1.2698
No log	2.1579	82	1.4721	-0.0703	1.4721	1.2133
No log	2.2105	84	1.3864	-0.0980	1.3864	1.1775
No log	2.2632	86	1.3088	-0.0693	1.3088	1.1440
No log	2.3158	88	1.1973	0.0012	1.1973	1.0942
No log	2.3684	90	1.1401	0.0184	1.1401	1.0678
No log	2.4211	92	1.1138	0.0162	1.1138	1.0554
No log	2.4737	94	1.1471	-0.0358	1.1471	1.0710
No log	2.5263	96	1.1660	0.0445	1.1660	1.0798
No log	2.5789	98	1.1249	-0.0274	1.1249	1.0606
No log	2.6316	100	1.1856	-0.0077	1.1856	1.0889
No log	2.6842	102	1.3302	0.1004	1.3302	1.1533
No log	2.7368	104	1.4543	0.0633	1.4543	1.2059
No log	2.7895	106	1.2951	0.1479	1.2951	1.1380
No log	2.8421	108	1.0956	0.0378	1.0956	1.0467
No log	2.8947	110	1.1455	0.0327	1.1455	1.0703
No log	2.9474	112	1.3362	0.0900	1.3362	1.1559
No log	3.0	114	1.4208	0.1093	1.4208	1.1920
No log	3.0526	116	1.3002	0.0849	1.3002	1.1403
No log	3.1053	118	1.2707	-0.0670	1.2707	1.1273
No log	3.1579	120	1.2686	0.0155	1.2686	1.1263
No log	3.2105	122	1.3567	0.0802	1.3567	1.1648
No log	3.2632	124	1.4962	0.1244	1.4962	1.2232
No log	3.3158	126	1.4460	0.0881	1.4460	1.2025
No log	3.3684	128	1.3508	0.0979	1.3508	1.1622
No log	3.4211	130	1.2981	0.1031	1.2981	1.1393
No log	3.4737	132	1.1881	-0.0025	1.1881	1.0900
No log	3.5263	134	1.1407	-0.0025	1.1407	1.0680
No log	3.5789	136	1.1313	-0.0347	1.1313	1.0636
No log	3.6316	138	1.1818	0.0445	1.1818	1.0871
No log	3.6842	140	1.3569	0.1145	1.3569	1.1649
No log	3.7368	142	1.4561	0.0791	1.4561	1.2067
No log	3.7895	144	1.2293	0.0122	1.2293	1.1087
No log	3.8421	146	1.1815	0.0184	1.1815	1.0870
No log	3.8947	148	1.2707	-0.0557	1.2707	1.1273
No log	3.9474	150	1.5072	0.1044	1.5072	1.2277
No log	4.0	152	1.7639	0.1336	1.7639	1.3281
No log	4.0526	154	1.6838	0.0240	1.6838	1.2976
No log	4.1053	156	1.3476	0.1146	1.3476	1.1609
No log	4.1579	158	1.0604	-0.0619	1.0604	1.0298
No log	4.2105	160	1.0329	-0.0826	1.0329	1.0163
No log	4.2632	162	1.0057	0.0255	1.0057	1.0029
No log	4.3158	164	1.0843	0.0653	1.0843	1.0413
No log	4.3684	166	1.3021	-0.0391	1.3021	1.1411
No log	4.4211	168	1.3976	-0.0391	1.3976	1.1822
No log	4.4737	170	1.3075	-0.0027	1.3075	1.1434
No log	4.5263	172	1.2089	0.0218	1.2089	1.0995
No log	4.5789	174	1.2620	-0.0462	1.2620	1.1234
No log	4.6316	176	1.4129	0.0736	1.4129	1.1886
No log	4.6842	178	1.4863	0.0399	1.4863	1.2192
No log	4.7368	180	1.5802	-0.0149	1.5802	1.2571
No log	4.7895	182	1.5562	-0.0149	1.5562	1.2475
No log	4.8421	184	1.5297	0.0353	1.5297	1.2368
No log	4.8947	186	1.3550	0.0838	1.3550	1.1640
No log	4.9474	188	1.2241	-0.0383	1.2241	1.1064
No log	5.0	190	1.1879	-0.0383	1.1879	1.0899
No log	5.0526	192	1.2152	0.1110	1.2152	1.1024
No log	5.1053	194	1.3843	0.1568	1.3843	1.1766
No log	5.1579	196	1.4539	0.1272	1.4539	1.2058
No log	5.2105	198	1.3739	0.0727	1.3739	1.1721
No log	5.2632	200	1.3371	0.0347	1.3371	1.1563
No log	5.3158	202	1.4417	0.1093	1.4417	1.2007
No log	5.3684	204	1.4772	0.1019	1.4772	1.2154
No log	5.4211	206	1.5103	0.1364	1.5103	1.2289
No log	5.4737	208	1.3202	0.1626	1.3202	1.1490
No log	5.5263	210	1.2476	0.1422	1.2476	1.1169
No log	5.5789	212	1.3022	0.1144	1.3022	1.1411
No log	5.6316	214	1.4055	0.0704	1.4055	1.1855
No log	5.6842	216	1.6031	0.0971	1.6031	1.2661
No log	5.7368	218	1.5909	0.0531	1.5909	1.2613
No log	5.7895	220	1.3706	0.0873	1.3706	1.1707
No log	5.8421	222	1.0998	0.0683	1.0998	1.0487
No log	5.8947	224	1.0045	-0.0548	1.0045	1.0023
No log	5.9474	226	0.9858	-0.0232	0.9858	0.9929
No log	6.0	228	1.0412	0.0683	1.0412	1.0204
No log	6.0526	230	1.2110	0.1356	1.2110	1.1004
No log	6.1053	232	1.2900	0.0746	1.2900	1.1358
No log	6.1579	234	1.1768	0.1339	1.1768	1.0848
No log	6.2105	236	1.0820	0.0293	1.0820	1.0402
No log	6.2632	238	1.0496	-0.0586	1.0496	1.0245
No log	6.3158	240	1.0748	0.0332	1.0748	1.0367
No log	6.3684	242	1.1750	0.1557	1.1750	1.0840
No log	6.4211	244	1.1079	0.1623	1.1079	1.0526
No log	6.4737	246	0.9989	0.0994	0.9989	0.9995
No log	6.5263	248	1.0298	0.2094	1.0298	1.0148
No log	6.5789	250	1.2194	0.1352	1.2194	1.1043
No log	6.6316	252	1.2990	0.0925	1.2990	1.1397
No log	6.6842	254	1.2397	0.1557	1.2397	1.1134
No log	6.7368	256	1.1328	0.1422	1.1328	1.0643
No log	6.7895	258	1.1646	0.0829	1.1646	1.0792
No log	6.8421	260	1.2065	-0.0969	1.2065	1.0984
No log	6.8947	262	1.2767	0.0516	1.2767	1.1299
No log	6.9474	264	1.3506	0.0896	1.3506	1.1621
No log	7.0	266	1.4084	0.0250	1.4084	1.1867
No log	7.0526	268	1.4387	0.0250	1.4387	1.1995
No log	7.1053	270	1.3452	0.0927	1.3452	1.1598
No log	7.1579	272	1.3409	0.1115	1.3409	1.1580
No log	7.2105	274	1.3564	0.1260	1.3564	1.1646
No log	7.2632	276	1.3774	0.0976	1.3774	1.1736
No log	7.3158	278	1.3428	0.1618	1.3428	1.1588
No log	7.3684	280	1.3703	0.1320	1.3703	1.1706
No log	7.4211	282	1.3586	0.0607	1.3586	1.1656
No log	7.4737	284	1.3317	0.0607	1.3317	1.1540
No log	7.5263	286	1.3328	0.0561	1.3328	1.1545
No log	7.5789	288	1.2788	0.0929	1.2788	1.1308
No log	7.6316	290	1.3360	0.0539	1.3360	1.1559
No log	7.6842	292	1.5797	0.0708	1.5797	1.2569
No log	7.7368	294	1.7573	0.0225	1.7573	1.3256
No log	7.7895	296	1.8595	0.0225	1.8595	1.3636
No log	7.8421	298	1.6648	0.0455	1.6648	1.2903
No log	7.8947	300	1.4574	0.1278	1.4574	1.2072
No log	7.9474	302	1.3516	0.0820	1.3516	1.1626
No log	8.0	304	1.3100	0.0955	1.3100	1.1446
No log	8.0526	306	1.3089	0.1271	1.3089	1.1441
No log	8.1053	308	1.3591	0.1257	1.3591	1.1658
No log	8.1579	310	1.4105	0.1018	1.4105	1.1877
No log	8.2105	312	1.3486	0.1175	1.3486	1.1613
No log	8.2632	314	1.1931	0.1045	1.1931	1.0923
No log	8.3158	316	1.1342	0.0327	1.1342	1.0650
No log	8.3684	318	1.1787	0.1486	1.1787	1.0857
No log	8.4211	320	1.3549	0.1287	1.3549	1.1640
No log	8.4737	322	1.4294	0.1246	1.4294	1.1956
No log	8.5263	324	1.3287	0.1417	1.3287	1.1527
No log	8.5789	326	1.2734	0.2059	1.2734	1.1285
No log	8.6316	328	1.2472	0.1528	1.2472	1.1168
No log	8.6842	330	1.2534	0.2017	1.2534	1.1196
No log	8.7368	332	1.2175	0.1976	1.2175	1.1034
No log	8.7895	334	1.1991	0.2601	1.1991	1.0950
No log	8.8421	336	1.1013	0.2046	1.1013	1.0494
No log	8.8947	338	1.0782	0.1955	1.0782	1.0384
No log	8.9474	340	1.1517	0.2032	1.1517	1.0732
No log	9.0	342	1.2388	0.2100	1.2388	1.1130
No log	9.0526	344	1.2111	0.2209	1.2111	1.1005
No log	9.1053	346	1.1529	0.2343	1.1529	1.0737
No log	9.1579	348	1.1797	0.2343	1.1797	1.0862
No log	9.2105	350	1.3373	0.1561	1.3373	1.1564
No log	9.2632	352	1.4898	0.1823	1.4898	1.2206
No log	9.3158	354	1.4551	0.1823	1.4551	1.2063
No log	9.3684	356	1.2892	0.2330	1.2892	1.1354
No log	9.4211	358	1.2209	0.1827	1.2209	1.1049
No log	9.4737	360	1.1878	0.1827	1.1878	1.0898
No log	9.5263	362	1.1373	0.2259	1.1373	1.0664
No log	9.5789	364	1.1745	0.1869	1.1745	1.0838
No log	9.6316	366	1.2467	0.0866	1.2467	1.1166
No log	9.6842	368	1.2706	0.1922	1.2706	1.1272
No log	9.7368	370	1.2681	0.1680	1.2681	1.1261
No log	9.7895	372	1.2913	0.1379	1.2913	1.1364
No log	9.8421	374	1.2234	0.1109	1.2234	1.1061
No log	9.8947	376	1.2794	0.1143	1.2794	1.1311
No log	9.9474	378	1.4159	0.0733	1.4159	1.1899
No log	10.0	380	1.3992	0.0515	1.3992	1.1829
No log	10.0526	382	1.2418	0.1699	1.2418	1.1144
No log	10.1053	384	1.0707	0.1028	1.0707	1.0348
No log	10.1579	386	1.0396	0.0781	1.0396	1.0196
No log	10.2105	388	1.1039	0.1293	1.1039	1.0507
No log	10.2632	390	1.1998	0.1145	1.1998	1.0954
No log	10.3158	392	1.3749	0.0813	1.3749	1.1725
No log	10.3684	394	1.5529	0.0927	1.5529	1.2461
No log	10.4211	396	1.6228	0.1075	1.6228	1.2739
No log	10.4737	398	1.4991	0.0927	1.4991	1.2244
No log	10.5263	400	1.3037	0.0761	1.3037	1.1418
No log	10.5789	402	1.1463	0.0993	1.1463	1.0706
No log	10.6316	404	1.1016	0.0058	1.1016	1.0496
No log	10.6842	406	1.1157	-0.0320	1.1157	1.0562
No log	10.7368	408	1.1974	0.0462	1.1974	1.0943
No log	10.7895	410	1.3775	0.0921	1.3775	1.1737
No log	10.8421	412	1.4886	0.0544	1.4886	1.2201
No log	10.8947	414	1.4853	0.0829	1.4853	1.2187
No log	10.9474	416	1.3911	0.1453	1.3911	1.1795
No log	11.0	418	1.3247	0.1360	1.3247	1.1509
No log	11.0526	420	1.2653	0.1360	1.2653	1.1249
No log	11.1053	422	1.2646	0.1360	1.2646	1.1245
No log	11.1579	424	1.2685	0.0154	1.2685	1.1263
No log	11.2105	426	1.2663	-0.1056	1.2663	1.1253
No log	11.2632	428	1.2858	0.0462	1.2858	1.1339
No log	11.3158	430	1.3754	0.1145	1.3754	1.1728
No log	11.3684	432	1.3910	0.1679	1.3910	1.1794
No log	11.4211	434	1.3145	0.1265	1.3145	1.1465
No log	11.4737	436	1.1925	0.1044	1.1925	1.0920
No log	11.5263	438	1.1626	0.1332	1.1626	1.0782
No log	11.5789	440	1.1926	0.1584	1.1926	1.0921
No log	11.6316	442	1.2035	0.1178	1.2035	1.0970
No log	11.6842	444	1.2160	0.1178	1.2160	1.1027
No log	11.7368	446	1.2972	0.1653	1.2972	1.1389
No log	11.7895	448	1.5549	0.1098	1.5549	1.2470
No log	11.8421	450	1.6948	0.0566	1.6948	1.3019
No log	11.8947	452	1.6280	0.1011	1.6280	1.2759
No log	11.9474	454	1.5196	0.0949	1.5196	1.2327
No log	12.0	456	1.3540	0.0671	1.3540	1.1636
No log	12.0526	458	1.2187	0.2363	1.2187	1.1040
No log	12.1053	460	1.0734	0.2046	1.0734	1.0361
No log	12.1579	462	1.0405	0.0891	1.0405	1.0200
No log	12.2105	464	1.0814	0.1180	1.0814	1.0399
No log	12.2632	466	1.1792	0.2211	1.1792	1.0859
No log	12.3158	468	1.3373	0.1388	1.3373	1.1564
No log	12.3684	470	1.3915	0.1359	1.3915	1.1796
No log	12.4211	472	1.2989	0.2017	1.2989	1.1397
No log	12.4737	474	1.1876	0.1603	1.1876	1.0898
No log	12.5263	476	1.2592	0.1815	1.2592	1.1221
No log	12.5789	478	1.3422	0.2421	1.3422	1.1585
No log	12.6316	480	1.2959	0.1884	1.2959	1.1384
No log	12.6842	482	1.2439	0.1653	1.2439	1.1153
No log	12.7368	484	1.1140	0.1584	1.1140	1.0555
No log	12.7895	486	1.1081	0.1293	1.1081	1.0527
No log	12.8421	488	1.2119	0.1603	1.2119	1.1009
No log	12.8947	490	1.4286	0.1701	1.4286	1.1953
No log	12.9474	492	1.6398	0.0863	1.6398	1.2806
No log	13.0	494	1.6853	0.1098	1.6853	1.2982
No log	13.0526	496	1.6091	0.0949	1.6091	1.2685
No log	13.1053	498	1.4361	0.0453	1.4361	1.1984
0.3259	13.1579	500	1.3016	0.0779	1.3016	1.1409
0.3259	13.2105	502	1.2718	0.0575	1.2718	1.1277
0.3259	13.2632	504	1.3192	0.0673	1.3192	1.1486
0.3259	13.3158	506	1.4092	0.1606	1.4092	1.1871
0.3259	13.3684	508	1.5130	0.1445	1.5130	1.2300
0.3259	13.4211	510	1.4857	0.1508	1.4857	1.2189
0.3259	13.4737	512	1.3728	0.1638	1.3728	1.1717
0.3259	13.5263	514	1.3385	0.1638	1.3385	1.1570
0.3259	13.5789	516	1.3815	0.1606	1.3815	1.1754
0.3259	13.6316	518	1.4450	0.1646	1.4450	1.2021
0.3259	13.6842	520	1.4601	0.1782	1.4601	1.2083
0.3259	13.7368	522	1.3638	0.2130	1.3638	1.1678
0.3259	13.7895	524	1.2512	0.2109	1.2512	1.1186
0.3259	13.8421	526	1.2186	0.2192	1.2186	1.1039
0.3259	13.8947	528	1.2574	0.2192	1.2574	1.1213
0.3259	13.9474	530	1.2631	0.1789	1.2631	1.1239
0.3259	14.0	532	1.4203	0.1917	1.4203	1.1917
0.3259	14.0526	534	1.4799	0.1814	1.4799	1.2165
0.3259	14.1053	536	1.5447	0.1755	1.5447	1.2429
0.3259	14.1579	538	1.6538	0.0951	1.6538	1.2860
0.3259	14.2105	540	1.5808	0.0472	1.5808	1.2573
0.3259	14.2632	542	1.4312	0.1367	1.4312	1.1963
0.3259	14.3158	544	1.1936	0.2032	1.1936	1.0925
0.3259	14.3684	546	1.0483	0.2410	1.0483	1.0239
0.3259	14.4211	548	1.0373	0.2142	1.0373	1.0185
0.3259	14.4737	550	1.1436	0.2308	1.1436	1.0694
0.3259	14.5263	552	1.3117	0.2059	1.3117	1.1453
0.3259	14.5789	554	1.3648	0.2223	1.3648	1.1682
0.3259	14.6316	556	1.2660	0.2209	1.2660	1.1252
0.3259	14.6842	558	1.2117	0.2032	1.2117	1.1008
0.3259	14.7368	560	1.2640	0.2227	1.2640	1.1243
0.3259	14.7895	562	1.2589	0.2227	1.2589	1.1220
0.3259	14.8421	564	1.2401	0.2411	1.2401	1.1136
0.3259	14.8947	566	1.2666	0.2529	1.2666	1.1254
0.3259	14.9474	568	1.2995	0.1846	1.2995	1.1400
0.3259	15.0	570	1.4025	0.2031	1.4025	1.1843
0.3259	15.0526	572	1.4904	0.1275	1.4904	1.2208
0.3259	15.1053	574	1.4141	0.1784	1.4141	1.1892
0.3259	15.1579	576	1.3191	0.1784	1.3191	1.1485
0.3259	15.2105	578	1.2229	0.1671	1.2229	1.1058
0.3259	15.2632	580	1.1510	0.2411	1.1510	1.0729
0.3259	15.3158	582	1.1297	0.1542	1.1297	1.0629
0.3259	15.3684	584	1.1245	0.0623	1.1245	1.0604
0.3259	15.4211	586	1.1541	0.1254	1.1541	1.0743
0.3259	15.4737	588	1.2785	0.1394	1.2785	1.1307
0.3259	15.5263	590	1.5593	0.0826	1.5593	1.2487
0.3259	15.5789	592	1.7255	0.0865	1.7255	1.3136
0.3259	15.6316	594	1.7327	0.0655	1.7327	1.3163
0.3259	15.6842	596	1.6098	0.1145	1.6098	1.2688
0.3259	15.7368	598	1.5696	0.1195	1.5696	1.2528
0.3259	15.7895	600	1.6367	0.0704	1.6367	1.2793
0.3259	15.8421	602	1.6949	0.0290	1.6949	1.3019
0.3259	15.8947	604	1.6413	0.0057	1.6413	1.2811
0.3259	15.9474	606	1.4916	0.0057	1.4916	1.2213
0.3259	16.0	608	1.3184	0.0895	1.3184	1.1482
0.3259	16.0526	610	1.2577	0.1758	1.2577	1.1215
0.3259	16.1053	612	1.2451	0.1758	1.2451	1.1159
0.3259	16.1579	614	1.2468	0.2059	1.2468	1.1166
0.3259	16.2105	616	1.2825	0.2059	1.2825	1.1325
0.3259	16.2632	618	1.3432	0.1758	1.3432	1.1590
0.3259	16.3158	620	1.3414	0.2223	1.3414	1.1582
0.3259	16.3684	622	1.2666	0.1821	1.2666	1.1255
0.3259	16.4211	624	1.1430	0.2046	1.1430	1.0691
0.3259	16.4737	626	1.0881	0.0924	1.0881	1.0431
0.3259	16.5263	628	1.0945	0.1534	1.0945	1.0462
0.3259	16.5789	630	1.0896	0.1534	1.0896	1.0439
0.3259	16.6316	632	1.0943	0.0993	1.0943	1.0461
0.3259	16.6842	634	1.1262	0.1454	1.1262	1.0612
0.3259	16.7368	636	1.1243	0.1501	1.1243	1.0603
0.3259	16.7895	638	1.1451	0.1734	1.1451	1.0701
0.3259	16.8421	640	1.1876	0.1348	1.1876	1.0898
0.3259	16.8947	642	1.2514	0.0925	1.2514	1.1187
0.3259	16.9474	644	1.3550	0.1739	1.3550	1.1640
0.3259	17.0	646	1.4051	0.1630	1.4051	1.1854
0.3259	17.0526	648	1.4640	0.1042	1.4640	1.2099
0.3259	17.1053	650	1.5184	0.0551	1.5184	1.2322
0.3259	17.1579	652	1.5181	0.0564	1.5181	1.2321
0.3259	17.2105	654	1.3914	0.1093	1.3914	1.1796
0.3259	17.2632	656	1.2229	0.2183	1.2229	1.1059
0.3259	17.3158	658	1.1415	0.1110	1.1415	1.0684
0.3259	17.3684	660	1.0838	0.1293	1.0838	1.0411
0.3259	17.4211	662	1.0890	0.1332	1.0890	1.0436
0.3259	17.4737	664	1.1706	0.1584	1.1706	1.0820
0.3259	17.5263	666	1.2811	0.1485	1.2811	1.1319
0.3259	17.5789	668	1.4522	0.0832	1.4522	1.2051
0.3259	17.6316	670	1.6284	0.0619	1.6284	1.2761
0.3259	17.6842	672	1.6345	0.0845	1.6345	1.2785
0.3259	17.7368	674	1.5049	0.0577	1.5049	1.2268
0.3259	17.7895	676	1.3096	0.1417	1.3096	1.1444
0.3259	17.8421	678	1.1618	0.1584	1.1618	1.0779
0.3259	17.8947	680	1.1296	0.0338	1.1296	1.0628
0.3259	17.9474	682	1.1466	0.0653	1.1466	1.0708
0.3259	18.0	684	1.2110	0.1348	1.2110	1.1004
0.3259	18.0526	686	1.2509	0.1573	1.2509	1.1184
0.3259	18.1053	688	1.3272	0.1583	1.3272	1.1521
0.3259	18.1579	690	1.4979	0.1042	1.4979	1.2239
0.3259	18.2105	692	1.5777	0.0293	1.5777	1.2561
0.3259	18.2632	694	1.5916	0.0293	1.5916	1.2616
0.3259	18.3158	696	1.5494	0.0570	1.5494	1.2447
0.3259	18.3684	698	1.5091	0.0468	1.5091	1.2285
0.3259	18.4211	700	1.5216	0.0201	1.5216	1.2335

Framework versions

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