ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task5_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: 1.4426
• Qwk: 0.0401
• Mse: 1.4426
• Rmse: 1.2011

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	0.0690	2	4.2448	-0.0160	4.2448	2.0603
No log	0.1379	4	2.3481	0.0014	2.3481	1.5324
No log	0.2069	6	1.8020	0.0318	1.8020	1.3424
No log	0.2759	8	1.8176	0.0429	1.8176	1.3482
No log	0.3448	10	1.5671	0.0408	1.5671	1.2518
No log	0.4138	12	1.3137	0.0	1.3137	1.1462
No log	0.4828	14	1.4668	0.0	1.4668	1.2111
No log	0.5517	16	1.4522	0.0	1.4522	1.2051
No log	0.6207	18	1.3676	0.0	1.3676	1.1695
No log	0.6897	20	1.1815	0.0880	1.1815	1.0870
No log	0.7586	22	1.0890	0.1476	1.0890	1.0436
No log	0.8276	24	1.1083	0.2008	1.1083	1.0528
No log	0.8966	26	1.1708	0.1864	1.1708	1.0820
No log	0.9655	28	1.3058	0.0219	1.3058	1.1427
No log	1.0345	30	1.3333	-0.0270	1.3333	1.1547
No log	1.1034	32	1.1897	0.1971	1.1897	1.0907
No log	1.1724	34	1.2141	0.0850	1.2141	1.1018
No log	1.2414	36	1.1793	0.1211	1.1793	1.0860
No log	1.3103	38	1.0413	0.2667	1.0413	1.0204
No log	1.3793	40	1.0547	0.1167	1.0547	1.0270
No log	1.4483	42	1.0034	0.1935	1.0034	1.0017
No log	1.5172	44	0.9769	0.3266	0.9769	0.9884
No log	1.5862	46	0.9579	0.2692	0.9579	0.9787
No log	1.6552	48	0.9685	0.1810	0.9685	0.9841
No log	1.7241	50	1.0671	0.1379	1.0671	1.0330
No log	1.7931	52	1.0444	0.2346	1.0444	1.0219
No log	1.8621	54	0.9754	0.3314	0.9754	0.9876
No log	1.9310	56	1.0597	0.3027	1.0597	1.0294
No log	2.0	58	1.3597	0.1316	1.3597	1.1661
No log	2.0690	60	1.4749	0.1027	1.4749	1.2145
No log	2.1379	62	1.3401	0.1856	1.3401	1.1576
No log	2.2069	64	1.4126	0.2058	1.4126	1.1885
No log	2.2759	66	1.3061	0.2689	1.3061	1.1429
No log	2.3448	68	1.2831	0.2431	1.2831	1.1328
No log	2.4138	70	1.3847	0.2334	1.3847	1.1767
No log	2.4828	72	1.3525	0.1522	1.3525	1.1630
No log	2.5517	74	1.1907	0.2100	1.1907	1.0912
No log	2.6207	76	1.1414	0.2081	1.1414	1.0684
No log	2.6897	78	1.1470	0.1775	1.1470	1.0710
No log	2.7586	80	1.2627	0.1654	1.2627	1.1237
No log	2.8276	82	1.2889	0.1370	1.2889	1.1353
No log	2.8966	84	1.2369	0.1750	1.2369	1.1122
No log	2.9655	86	1.1190	0.1919	1.1190	1.0578
No log	3.0345	88	1.0757	0.2605	1.0757	1.0372
No log	3.1034	90	1.1400	0.2494	1.1400	1.0677
No log	3.1724	92	1.3333	0.1989	1.3333	1.1547
No log	3.2414	94	1.4826	0.1063	1.4826	1.2176
No log	3.3103	96	1.5189	0.0874	1.5189	1.2324
No log	3.3793	98	1.4333	0.1272	1.4333	1.1972
No log	3.4483	100	1.2747	0.1750	1.2747	1.1290
No log	3.5172	102	1.1760	0.1893	1.1760	1.0845
No log	3.5862	104	1.2036	0.1461	1.2036	1.0971
No log	3.6552	106	1.3539	0.1943	1.3539	1.1636
No log	3.7241	108	1.3840	0.2187	1.3840	1.1764
No log	3.7931	110	1.2380	0.1858	1.2380	1.1126
No log	3.8621	112	1.1444	0.2251	1.1444	1.0698
No log	3.9310	114	1.2318	0.2049	1.2318	1.1099
No log	4.0	116	1.3087	0.2260	1.3087	1.1440
No log	4.0690	118	1.2904	0.2260	1.2904	1.1359
No log	4.1379	120	1.2415	0.1816	1.2415	1.1142
No log	4.2069	122	1.2675	0.1202	1.2675	1.1258
No log	4.2759	124	1.2252	0.1816	1.2252	1.1069
No log	4.3448	126	1.0806	0.2130	1.0806	1.0395
No log	4.4138	128	1.0512	0.2843	1.0512	1.0253
No log	4.4828	130	1.1397	0.2592	1.1397	1.0675
No log	4.5517	132	1.1753	0.2455	1.1753	1.0841
No log	4.6207	134	1.1003	0.1816	1.1003	1.0489
No log	4.6897	136	1.0448	0.0833	1.0448	1.0221
No log	4.7586	138	1.1020	0.1473	1.1020	1.0497
No log	4.8276	140	1.3046	0.1880	1.3046	1.1422
No log	4.8966	142	1.5541	0.2170	1.5541	1.2467
No log	4.9655	144	1.5677	0.1892	1.5677	1.2521
No log	5.0345	146	1.4277	0.1744	1.4277	1.1948
No log	5.1034	148	1.3369	0.0931	1.3369	1.1562
No log	5.1724	150	1.3403	0.1017	1.3403	1.1577
No log	5.2414	152	1.4265	0.0961	1.4265	1.1944
No log	5.3103	154	1.4996	0.1222	1.4996	1.2246
No log	5.3793	156	1.6085	0.1601	1.6085	1.2683
No log	5.4483	158	1.5201	0.1533	1.5201	1.2329
No log	5.5172	160	1.4393	0.2126	1.4393	1.1997
No log	5.5862	162	1.4306	0.1814	1.4306	1.1961
No log	5.6552	164	1.3074	0.1052	1.3074	1.1434
No log	5.7241	166	1.1591	0.1351	1.1591	1.0766
No log	5.7931	168	1.0992	0.1649	1.0992	1.0484
No log	5.8621	170	1.1482	0.1697	1.1482	1.0715
No log	5.9310	172	1.2414	0.2089	1.2414	1.1142
No log	6.0	174	1.2880	0.2089	1.2880	1.1349
No log	6.0690	176	1.3864	0.1814	1.3864	1.1774
No log	6.1379	178	1.3446	0.1486	1.3446	1.1596
No log	6.2069	180	1.2399	0.1697	1.2399	1.1135
No log	6.2759	182	1.1830	0.1724	1.1830	1.0877
No log	6.3448	184	1.1660	0.1893	1.1660	1.0798
No log	6.4138	186	1.1964	0.1724	1.1964	1.0938
No log	6.4828	188	1.2572	0.1697	1.2572	1.1212
No log	6.5517	190	1.2924	0.2395	1.2924	1.1368
No log	6.6207	192	1.3102	0.2206	1.3102	1.1446
No log	6.6897	194	1.3788	0.2026	1.3788	1.1742
No log	6.7586	196	1.5115	0.1789	1.5115	1.2294
No log	6.8276	198	1.5494	0.1789	1.5494	1.2448
No log	6.8966	200	1.4895	0.1790	1.4895	1.2204
No log	6.9655	202	1.4407	0.2084	1.4407	1.2003
No log	7.0345	204	1.4566	0.1728	1.4566	1.2069
No log	7.1034	206	1.5002	0.2117	1.5002	1.2248
No log	7.1724	208	1.4931	0.2184	1.4931	1.2219
No log	7.2414	210	1.4218	0.2126	1.4218	1.1924
No log	7.3103	212	1.3360	0.1744	1.3360	1.1558
No log	7.3793	214	1.2366	0.1579	1.2366	1.1120
No log	7.4483	216	1.2269	0.1724	1.2269	1.1077
No log	7.5172	218	1.2862	0.1407	1.2862	1.1341
No log	7.5862	220	1.4152	0.2424	1.4152	1.1896
No log	7.6552	222	1.4721	0.2709	1.4721	1.2133
No log	7.7241	224	1.4134	0.2424	1.4134	1.1889
No log	7.7931	226	1.3312	0.1814	1.3312	1.1538
No log	7.8621	228	1.1844	0.2051	1.1844	1.0883
No log	7.9310	230	1.1279	0.2192	1.1279	1.0620
No log	8.0	232	1.1396	0.2192	1.1396	1.0675
No log	8.0690	234	1.1401	0.2192	1.1401	1.0678
No log	8.1379	236	1.2573	0.1898	1.2573	1.1213
No log	8.2069	238	1.4146	0.2391	1.4146	1.1894
No log	8.2759	240	1.4430	0.2709	1.4430	1.2012
No log	8.3448	242	1.3570	0.2126	1.3570	1.1649
No log	8.4138	244	1.2402	0.2027	1.2402	1.1137
No log	8.4828	246	1.1650	0.1820	1.1650	1.0794
No log	8.5517	248	1.1567	0.1775	1.1567	1.0755
No log	8.6207	250	1.1996	0.1868	1.1996	1.0953
No log	8.6897	252	1.2548	0.2167	1.2548	1.1202
No log	8.7586	254	1.3268	0.2506	1.3268	1.1519
No log	8.8276	256	1.2728	0.2506	1.2728	1.1282
No log	8.8966	258	1.2345	0.2359	1.2345	1.1111
No log	8.9655	260	1.2373	0.2359	1.2373	1.1123
No log	9.0345	262	1.2597	0.2177	1.2597	1.1224
No log	9.1034	264	1.2073	0.2550	1.2073	1.0988
No log	9.1724	266	1.2255	0.2773	1.2255	1.1070
No log	9.2414	268	1.3190	0.2341	1.3190	1.1485
No log	9.3103	270	1.3521	0.2730	1.3521	1.1628
No log	9.3793	272	1.3441	0.2446	1.3441	1.1594
No log	9.4483	274	1.2899	0.2477	1.2899	1.1357
No log	9.5172	276	1.2471	0.2661	1.2471	1.1167
No log	9.5862	278	1.2222	0.2528	1.2222	1.1055
No log	9.6552	280	1.2038	0.1842	1.2038	1.0972
No log	9.7241	282	1.1776	0.1868	1.1776	1.0852
No log	9.7931	284	1.1657	0.1868	1.1657	1.0797
No log	9.8621	286	1.2209	0.2192	1.2209	1.1049
No log	9.9310	288	1.2666	0.2341	1.2666	1.1254
No log	10.0	290	1.3614	0.2424	1.3614	1.1668
No log	10.0690	292	1.3389	0.2126	1.3389	1.1571
No log	10.1379	294	1.1935	0.1488	1.1935	1.0925
No log	10.2069	296	1.0773	0.1502	1.0773	1.0379
No log	10.2759	298	1.0238	0.0606	1.0238	1.0119
No log	10.3448	300	1.0565	0.0984	1.0565	1.0278
No log	10.4138	302	1.1747	0.0496	1.1747	1.0838
No log	10.4828	304	1.3149	0.1288	1.3149	1.1467
No log	10.5517	306	1.3862	0.2015	1.3862	1.1774
No log	10.6207	308	1.4809	0.2126	1.4809	1.2169
No log	10.6897	310	1.4380	0.1700	1.4380	1.1992
No log	10.7586	312	1.3723	0.0811	1.3723	1.1714
No log	10.8276	314	1.3911	0.0155	1.3911	1.1794
No log	10.8966	316	1.3710	0.0033	1.3710	1.1709
No log	10.9655	318	1.3558	0.1170	1.3558	1.1644
No log	11.0345	320	1.4004	0.1750	1.4004	1.1834
No log	11.1034	322	1.3535	0.2119	1.3535	1.1634
No log	11.1724	324	1.4266	0.2551	1.4266	1.1944
No log	11.2414	326	1.4882	0.2786	1.4882	1.2199
No log	11.3103	328	1.3804	0.2474	1.3804	1.1749
No log	11.3793	330	1.4369	0.2431	1.4369	1.1987
No log	11.4483	332	1.4393	0.2431	1.4393	1.1997
No log	11.5172	334	1.3109	0.2542	1.3109	1.1449
No log	11.5862	336	1.3285	0.2260	1.3285	1.1526
No log	11.6552	338	1.3224	0.1552	1.3224	1.1499
No log	11.7241	340	1.2551	0.1552	1.2551	1.1203
No log	11.7931	342	1.2337	0.0987	1.2337	1.1107
No log	11.8621	344	1.2918	0.1552	1.2918	1.1366
No log	11.9310	346	1.3844	0.2065	1.3844	1.1766
No log	12.0	348	1.3696	0.1407	1.3696	1.1703
No log	12.0690	350	1.3662	0.1407	1.3662	1.1689
No log	12.1379	352	1.3229	0.1744	1.3229	1.1502
No log	12.2069	354	1.2538	0.1552	1.2538	1.1197
No log	12.2759	356	1.1680	0.1500	1.1680	1.0807
No log	12.3448	358	1.1202	0.0924	1.1202	1.0584
No log	12.4138	360	1.1109	0.0924	1.1109	1.0540
No log	12.4828	362	1.1641	0.1893	1.1641	1.0789
No log	12.5517	364	1.3628	0.2640	1.3628	1.1674
No log	12.6207	366	1.5020	0.2015	1.5020	1.2256
No log	12.6897	368	1.5400	0.1832	1.5400	1.2410
No log	12.7586	370	1.4261	0.2260	1.4261	1.1942
No log	12.8276	372	1.3196	0.1935	1.3196	1.1487
No log	12.8966	374	1.2967	0.1139	1.2967	1.1387
No log	12.9655	376	1.3265	0.1259	1.3265	1.1517
No log	13.0345	378	1.3933	0.1744	1.3933	1.1804
No log	13.1034	380	1.4122	0.1744	1.4122	1.1884
No log	13.1724	382	1.4082	0.1628	1.4082	1.1867
No log	13.2414	384	1.4160	0.1744	1.4160	1.1900
No log	13.3103	386	1.3841	0.1744	1.3841	1.1765
No log	13.3793	388	1.3347	0.1628	1.3347	1.1553
No log	13.4483	390	1.2888	0.1538	1.2888	1.1352
No log	13.5172	392	1.3336	0.1814	1.3336	1.1548
No log	13.5862	394	1.4409	0.2292	1.4409	1.2004
No log	13.6552	396	1.5112	0.2292	1.5112	1.2293
No log	13.7241	398	1.4566	0.2004	1.4566	1.2069
No log	13.7931	400	1.3553	0.1700	1.3553	1.1642
No log	13.8621	402	1.2791	0.1255	1.2791	1.1310
No log	13.9310	404	1.2623	0.1744	1.2623	1.1235
No log	14.0	406	1.3260	0.2126	1.3260	1.1515
No log	14.0690	408	1.3108	0.2126	1.3108	1.1449
No log	14.1379	410	1.2306	0.1744	1.2306	1.1093
No log	14.2069	412	1.1213	0.1795	1.1213	1.0589
No log	14.2759	414	1.1071	0.2215	1.1071	1.0522
No log	14.3448	416	1.1643	0.2273	1.1643	1.0790
No log	14.4138	418	1.2982	0.1920	1.2982	1.1394
No log	14.4828	420	1.4842	0.2004	1.4842	1.2183
No log	14.5517	422	1.5900	0.1727	1.5900	1.2610
No log	14.6207	424	1.6318	0.0233	1.6318	1.2774
No log	14.6897	426	1.5456	-0.0775	1.5456	1.2432
No log	14.7586	428	1.3259	0.1952	1.3259	1.1515
No log	14.8276	430	1.2877	0.1795	1.2877	1.1348
No log	14.8966	432	1.2200	0.1461	1.2200	1.1045
No log	14.9655	434	1.2160	0.1081	1.2160	1.1027
No log	15.0345	436	1.2463	0.0661	1.2463	1.1164
No log	15.1034	438	1.2946	0.1407	1.2946	1.1378
No log	15.1724	440	1.3762	0.1407	1.3762	1.1731
No log	15.2414	442	1.3876	0.1952	1.3876	1.1780
No log	15.3103	444	1.3604	0.1628	1.3604	1.1664
No log	15.3793	446	1.2879	0.1795	1.2879	1.1349
No log	15.4483	448	1.3333	0.1628	1.3333	1.1547
No log	15.5172	450	1.3631	0.1288	1.3631	1.1675
No log	15.5862	452	1.3695	0.1407	1.3695	1.1703
No log	15.6552	454	1.3473	0.0401	1.3473	1.1607
No log	15.7241	456	1.3440	0.0401	1.3440	1.1593
No log	15.7931	458	1.3645	0.1052	1.3645	1.1681
No log	15.8621	460	1.4403	0.1744	1.4403	1.2001
No log	15.9310	462	1.5068	0.2184	1.5068	1.2275
No log	16.0	464	1.4884	0.1880	1.4884	1.2200
No log	16.0690	466	1.4443	0.1744	1.4443	1.2018
No log	16.1379	468	1.3976	0.1407	1.3976	1.1822
No log	16.2069	470	1.4070	0.1407	1.4070	1.1862
No log	16.2759	472	1.4499	0.1407	1.4499	1.2041
No log	16.3448	474	1.4633	0.1407	1.4633	1.2097
No log	16.4138	476	1.3806	0.1434	1.3806	1.1750
No log	16.4828	478	1.3293	0.1343	1.3293	1.1530
No log	16.5517	480	1.3509	0.1679	1.3509	1.1623
No log	16.6207	482	1.4036	0.1770	1.4036	1.1847
No log	16.6897	484	1.3859	0.1407	1.3859	1.1773
No log	16.7586	486	1.3664	0.1407	1.3664	1.1689
No log	16.8276	488	1.3739	0.1407	1.3739	1.1722
No log	16.8966	490	1.4096	0.1407	1.4096	1.1873
No log	16.9655	492	1.4294	0.1407	1.4294	1.1956
No log	17.0345	494	1.4229	0.1407	1.4229	1.1928
No log	17.1034	496	1.4110	0.1407	1.4110	1.1879
No log	17.1724	498	1.3504	0.0401	1.3504	1.1620
0.2564	17.2414	500	1.3482	0.0401	1.3482	1.1611
0.2564	17.3103	502	1.3870	0.0781	1.3870	1.1777
0.2564	17.3793	504	1.3994	0.0781	1.3994	1.1830
0.2564	17.4483	506	1.3706	0.0781	1.3706	1.1707
0.2564	17.5172	508	1.2921	0.0401	1.2921	1.1367
0.2564	17.5862	510	1.2331	-0.0088	1.2331	1.1104
0.2564	17.6552	512	1.2195	0.1343	1.2195	1.1043
0.2564	17.7241	514	1.2647	0.1863	1.2647	1.1246
0.2564	17.7931	516	1.2812	0.2446	1.2812	1.1319
0.2564	17.8621	518	1.2246	0.1750	1.2246	1.1066
0.2564	17.9310	520	1.2140	0.1461	1.2140	1.1018
0.2564	18.0	522	1.2074	0.0841	1.2074	1.0988
0.2564	18.0690	524	1.1703	0.0464	1.1703	1.0818
0.2564	18.1379	526	1.1934	0.0987	1.1934	1.0924
0.2564	18.2069	528	1.2509	0.1407	1.2509	1.1184
0.2564	18.2759	530	1.3170	0.2126	1.3170	1.1476
0.2564	18.3448	532	1.3368	0.2126	1.3368	1.1562
0.2564	18.4138	534	1.3491	0.2126	1.3491	1.1615
0.2564	18.4828	536	1.3670	0.2126	1.3670	1.1692
0.2564	18.5517	538	1.3947	0.1814	1.3947	1.1810
0.2564	18.6207	540	1.4104	0.1407	1.4104	1.1876
0.2564	18.6897	542	1.4120	0.1407	1.4120	1.1883
0.2564	18.7586	544	1.3842	0.0401	1.3842	1.1765
0.2564	18.8276	546	1.3677	0.0401	1.3677	1.1695
0.2564	18.8966	548	1.3774	0.1407	1.3774	1.1736
0.2564	18.9655	550	1.4002	0.1407	1.4002	1.1833
0.2564	19.0345	552	1.4668	0.2424	1.4668	1.2111
0.2564	19.1034	554	1.4734	0.2522	1.4734	1.2138
0.2564	19.1724	556	1.3558	0.2424	1.3558	1.1644
0.2564	19.2414	558	1.2556	0.2359	1.2556	1.1205
0.2564	19.3103	560	1.1854	0.2062	1.1854	1.0888
0.2564	19.3793	562	1.1349	0.1820	1.1349	1.0653
0.2564	19.4483	564	1.1525	0.1488	1.1525	1.0735
0.2564	19.5172	566	1.2150	0.1795	1.2150	1.1023
0.2564	19.5862	568	1.4032	0.2474	1.4032	1.1846
0.2564	19.6552	570	1.5370	0.2391	1.5370	1.2398
0.2564	19.7241	572	1.5240	0.2342	1.5240	1.2345
0.2564	19.7931	574	1.4565	0.2065	1.4565	1.2068
0.2564	19.8621	576	1.3577	0.1170	1.3577	1.1652
0.2564	19.9310	578	1.3351	0.0811	1.3351	1.1555
0.2564	20.0	580	1.3601	0.1407	1.3601	1.1662
0.2564	20.0690	582	1.3545	0.1052	1.3545	1.1638
0.2564	20.1379	584	1.3642	0.1407	1.3642	1.1680
0.2564	20.2069	586	1.3685	0.1744	1.3685	1.1698
0.2564	20.2759	588	1.3928	0.1744	1.3928	1.1801
0.2564	20.3448	590	1.4225	0.1744	1.4225	1.1927
0.2564	20.4138	592	1.3762	0.1744	1.3762	1.1731
0.2564	20.4828	594	1.2958	0.1052	1.2958	1.1383
0.2564	20.5517	596	1.2200	0.0188	1.2200	1.1045
0.2564	20.6207	598	1.2212	0.0188	1.2212	1.1051
0.2564	20.6897	600	1.2779	0.0401	1.2779	1.1305
0.2564	20.7586	602	1.3666	0.1744	1.3666	1.1690
0.2564	20.8276	604	1.4181	0.1744	1.4181	1.1909
0.2564	20.8966	606	1.4215	0.1744	1.4215	1.1923
0.2564	20.9655	608	1.3738	0.1744	1.3738	1.1721
0.2564	21.0345	610	1.3583	0.1744	1.3583	1.1655
0.2564	21.1034	612	1.3534	0.0781	1.3534	1.1633
0.2564	21.1724	614	1.3666	0.0781	1.3666	1.1690
0.2564	21.2414	616	1.3591	0.0781	1.3591	1.1658
0.2564	21.3103	618	1.3815	0.1744	1.3815	1.1754
0.2564	21.3793	620	1.3873	0.1744	1.3873	1.1779
0.2564	21.4483	622	1.4086	0.1628	1.4086	1.1869
0.2564	21.5172	624	1.4127	0.1628	1.4127	1.1886
0.2564	21.5862	626	1.4124	0.2315	1.4124	1.1884
0.2564	21.6552	628	1.4506	0.2709	1.4506	1.2044
0.2564	21.7241	630	1.4570	0.2752	1.4570	1.2071
0.2564	21.7931	632	1.4169	0.2424	1.4169	1.1903
0.2564	21.8621	634	1.3397	0.1407	1.3397	1.1575
0.2564	21.9310	636	1.2700	0.0401	1.2700	1.1269
0.2564	22.0	638	1.2093	0.0034	1.2093	1.0997
0.2564	22.0690	640	1.2008	-0.0057	1.2008	1.0958
0.2564	22.1379	642	1.2540	0.1434	1.2540	1.1198
0.2564	22.2069	644	1.3154	0.1407	1.3154	1.1469
0.2564	22.2759	646	1.3798	0.1407	1.3798	1.1747
0.2564	22.3448	648	1.4338	0.2372	1.4338	1.1974
0.2564	22.4138	650	1.4739	0.2709	1.4739	1.2140
0.2564	22.4828	652	1.4214	0.2372	1.4214	1.1922
0.2564	22.5517	654	1.3253	0.1407	1.3253	1.1512
0.2564	22.6207	656	1.2593	0.0278	1.2593	1.1222
0.2564	22.6897	658	1.2573	-0.0125	1.2573	1.1213
0.2564	22.7586	660	1.3067	0.0	1.3067	1.1431
0.2564	22.8276	662	1.3983	0.0401	1.3983	1.1825
0.2564	22.8966	664	1.4426	0.0401	1.4426	1.2011

Framework versions

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