ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_task2_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: 1.2890
• Qwk: 0.1183
• Mse: 1.2890
• Rmse: 1.1353

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	0.1111	2	4.6820	0.0010	4.6820	2.1638
No log	0.2222	4	2.6829	0.0306	2.6829	1.6380
No log	0.3333	6	2.0085	-0.0164	2.0085	1.4172
No log	0.4444	8	1.7153	0.0414	1.7153	1.3097
No log	0.5556	10	1.8197	-0.0698	1.8197	1.3490
No log	0.6667	12	1.7059	-0.0702	1.7059	1.3061
No log	0.7778	14	1.5911	-0.0359	1.5911	1.2614
No log	0.8889	16	1.5210	-0.0146	1.5210	1.2333
No log	1.0	18	1.2997	-0.0010	1.2997	1.1401
No log	1.1111	20	1.3085	0.0319	1.3085	1.1439
No log	1.2222	22	1.4666	0.0647	1.4666	1.2110
No log	1.3333	24	1.4182	0.0964	1.4182	1.1909
No log	1.4444	26	1.2194	0.1791	1.2194	1.1043
No log	1.5556	28	1.1698	0.2674	1.1698	1.0816
No log	1.6667	30	1.1855	0.1649	1.1855	1.0888
No log	1.7778	32	1.2201	0.2579	1.2201	1.1046
No log	1.8889	34	1.2405	0.1733	1.2405	1.1138
No log	2.0	36	1.3487	0.0432	1.3487	1.1613
No log	2.1111	38	1.4770	-0.0492	1.4770	1.2153
No log	2.2222	40	1.3535	0.0854	1.3535	1.1634
No log	2.3333	42	1.2417	0.0909	1.2417	1.1143
No log	2.4444	44	1.2007	0.0872	1.2007	1.0958
No log	2.5556	46	1.1876	0.2038	1.1876	1.0898
No log	2.6667	48	1.1855	0.2257	1.1855	1.0888
No log	2.7778	50	1.2151	0.1232	1.2151	1.1023
No log	2.8889	52	1.1789	0.2257	1.1789	1.0858
No log	3.0	54	1.1667	0.2416	1.1667	1.0801
No log	3.1111	56	1.2223	0.1168	1.2223	1.1056
No log	3.2222	58	1.2239	0.0984	1.2239	1.1063
No log	3.3333	60	1.1680	0.2053	1.1680	1.0807
No log	3.4444	62	1.2051	0.1114	1.2051	1.0978
No log	3.5556	64	1.2648	0.0948	1.2648	1.1246
No log	3.6667	66	1.1602	0.1546	1.1602	1.0771
No log	3.7778	68	1.1261	0.2584	1.1261	1.0612
No log	3.8889	70	1.1475	0.2836	1.1475	1.0712
No log	4.0	72	1.0790	0.2532	1.0790	1.0387
No log	4.1111	74	1.0632	0.3021	1.0632	1.0311
No log	4.2222	76	1.2547	0.0865	1.2547	1.1201
No log	4.3333	78	1.4009	0.0920	1.4009	1.1836
No log	4.4444	80	1.3141	0.1283	1.3141	1.1463
No log	4.5556	82	1.1037	0.2175	1.1037	1.0506
No log	4.6667	84	1.0455	0.3596	1.0455	1.0225
No log	4.7778	86	1.0435	0.3838	1.0435	1.0215
No log	4.8889	88	1.0547	0.3434	1.0547	1.0270
No log	5.0	90	1.2069	0.2248	1.2069	1.0986
No log	5.1111	92	1.2732	0.1813	1.2732	1.1284
No log	5.2222	94	1.2069	0.1813	1.2069	1.0986
No log	5.3333	96	1.1059	0.3191	1.1059	1.0516
No log	5.4444	98	1.1371	0.2060	1.1371	1.0663
No log	5.5556	100	1.2635	0.2288	1.2635	1.1241
No log	5.6667	102	1.3094	0.2934	1.3094	1.1443
No log	5.7778	104	1.2916	0.3478	1.2916	1.1365
No log	5.8889	106	1.2792	0.3711	1.2792	1.1310
No log	6.0	108	1.1841	0.3842	1.1841	1.0882
No log	6.1111	110	1.1145	0.3530	1.1145	1.0557
No log	6.2222	112	1.1348	0.3530	1.1348	1.0653
No log	6.3333	114	1.1372	0.3390	1.1372	1.0664
No log	6.4444	116	1.0846	0.3802	1.0846	1.0414
No log	6.5556	118	1.0657	0.3169	1.0657	1.0323
No log	6.6667	120	1.2181	0.2829	1.2181	1.1037
No log	6.7778	122	1.3071	0.2681	1.3071	1.1433
No log	6.8889	124	1.2637	0.3325	1.2637	1.1241
No log	7.0	126	1.2690	0.3820	1.2690	1.1265
No log	7.1111	128	1.4982	0.2968	1.4982	1.2240
No log	7.2222	130	1.8451	0.1489	1.8451	1.3583
No log	7.3333	132	1.6205	0.2465	1.6205	1.2730
No log	7.4444	134	1.1429	0.3261	1.1429	1.0690
No log	7.5556	136	1.0622	0.2706	1.0622	1.0306
No log	7.6667	138	1.0822	0.3725	1.0822	1.0403
No log	7.7778	140	1.4863	0.2647	1.4863	1.2191
No log	7.8889	142	1.9047	0.2060	1.9047	1.3801
No log	8.0	144	1.7679	0.2284	1.7679	1.3296
No log	8.1111	146	1.2775	0.3205	1.2775	1.1303
No log	8.2222	148	1.0142	0.3621	1.0142	1.0071
No log	8.3333	150	1.0102	0.3018	1.0102	1.0051
No log	8.4444	152	1.0803	0.3547	1.0803	1.0394
No log	8.5556	154	1.3112	0.2962	1.3112	1.1451
No log	8.6667	156	1.4557	0.3185	1.4557	1.2065
No log	8.7778	158	1.5107	0.2568	1.5107	1.2291
No log	8.8889	160	1.3630	0.3217	1.3630	1.1675
No log	9.0	162	1.1445	0.3958	1.1445	1.0698
No log	9.1111	164	1.0679	0.3734	1.0679	1.0334
No log	9.2222	166	1.2232	0.3813	1.2232	1.1060
No log	9.3333	168	1.5011	0.2937	1.5011	1.2252
No log	9.4444	170	1.4855	0.2911	1.4855	1.2188
No log	9.5556	172	1.2226	0.2958	1.2226	1.1057
No log	9.6667	174	1.0589	0.3405	1.0589	1.0290
No log	9.7778	176	1.0775	0.3243	1.0775	1.0381
No log	9.8889	178	1.1838	0.2590	1.1838	1.0880
No log	10.0	180	1.3471	0.3127	1.3471	1.1606
No log	10.1111	182	1.4881	0.2647	1.4881	1.2199
No log	10.2222	184	1.3394	0.3127	1.3394	1.1573
No log	10.3333	186	1.2337	0.2894	1.2337	1.1107
No log	10.4444	188	1.0548	0.3098	1.0548	1.0271
No log	10.5556	190	1.0290	0.2969	1.0290	1.0144
No log	10.6667	192	1.0871	0.3068	1.0871	1.0426
No log	10.7778	194	1.4187	0.2868	1.4187	1.1911
No log	10.8889	196	1.6158	0.3166	1.6158	1.2711
No log	11.0	198	1.4343	0.2985	1.4343	1.1976
No log	11.1111	200	1.1010	0.3696	1.1010	1.0493
No log	11.2222	202	1.0312	0.3230	1.0312	1.0155
No log	11.3333	204	1.0270	0.3117	1.0270	1.0134
No log	11.4444	206	1.1207	0.3220	1.1207	1.0586
No log	11.5556	208	1.4267	0.2822	1.4267	1.1944
No log	11.6667	210	1.5330	0.2726	1.5330	1.2382
No log	11.7778	212	1.4637	0.2647	1.4637	1.2098
No log	11.8889	214	1.2475	0.2223	1.2475	1.1169
No log	12.0	216	1.1120	0.2317	1.1120	1.0545
No log	12.1111	218	1.0995	0.2019	1.0995	1.0486
No log	12.2222	220	1.1866	0.2417	1.1866	1.0893
No log	12.3333	222	1.4709	0.2925	1.4709	1.2128
No log	12.4444	224	1.6456	0.2493	1.6456	1.2828
No log	12.5556	226	1.5718	0.2751	1.5718	1.2537
No log	12.6667	228	1.3531	0.2371	1.3531	1.1632
No log	12.7778	230	1.2518	0.1905	1.2518	1.1189
No log	12.8889	232	1.1517	0.1761	1.1517	1.0732
No log	13.0	234	1.1704	0.1658	1.1704	1.0819
No log	13.1111	236	1.3134	0.2503	1.3134	1.1460
No log	13.2222	238	1.5579	0.2925	1.5579	1.2482
No log	13.3333	240	1.5568	0.2925	1.5568	1.2477
No log	13.4444	242	1.3486	0.2534	1.3486	1.1613
No log	13.5556	244	1.1839	0.1658	1.1839	1.0881
No log	13.6667	246	1.1365	0.2233	1.1365	1.0661
No log	13.7778	248	1.1727	0.2119	1.1727	1.0829
No log	13.8889	250	1.2642	0.1405	1.2642	1.1244
No log	14.0	252	1.3568	0.2617	1.3568	1.1648
No log	14.1111	254	1.3081	0.1850	1.3081	1.1437
No log	14.2222	256	1.1943	0.2164	1.1943	1.0928
No log	14.3333	258	1.1336	0.2655	1.1336	1.0647
No log	14.4444	260	1.1240	0.2812	1.1240	1.0602
No log	14.5556	262	1.1250	0.2752	1.1250	1.0607
No log	14.6667	264	1.1276	0.4	1.1276	1.0619
No log	14.7778	266	1.1732	0.3220	1.1732	1.0831
No log	14.8889	268	1.1790	0.3308	1.1790	1.0858
No log	15.0	270	1.1498	0.2870	1.1498	1.0723
No log	15.1111	272	1.0690	0.2998	1.0690	1.0339
No log	15.2222	274	1.0213	0.2331	1.0213	1.0106
No log	15.3333	276	1.0705	0.2998	1.0705	1.0346
No log	15.4444	278	1.1901	0.2826	1.1901	1.0909
No log	15.5556	280	1.2838	0.2914	1.2838	1.1330
No log	15.6667	282	1.2322	0.2837	1.2322	1.1100
No log	15.7778	284	1.0999	0.2119	1.0999	1.0488
No log	15.8889	286	1.0255	0.2360	1.0255	1.0127
No log	16.0	288	1.0272	0.3145	1.0272	1.0135
No log	16.1111	290	1.0295	0.2360	1.0295	1.0147
No log	16.2222	292	1.0840	0.2432	1.0840	1.0412
No log	16.3333	294	1.2668	0.2173	1.2668	1.1255
No log	16.4444	296	1.4145	0.2163	1.4145	1.1893
No log	16.5556	298	1.4213	0.2163	1.4213	1.1922
No log	16.6667	300	1.2917	0.1989	1.2917	1.1365
No log	16.7778	302	1.1543	0.2009	1.1543	1.0744
No log	16.8889	304	1.0669	0.2290	1.0669	1.0329
No log	17.0	306	1.0449	0.2921	1.0449	1.0222
No log	17.1111	308	1.0730	0.2871	1.0730	1.0358
No log	17.2222	310	1.2266	0.2590	1.2266	1.1075
No log	17.3333	312	1.4802	0.2468	1.4802	1.2167
No log	17.4444	314	1.5474	0.2701	1.5474	1.2440
No log	17.5556	316	1.5029	0.2807	1.5029	1.2259
No log	17.6667	318	1.4161	0.2263	1.4161	1.1900
No log	17.7778	320	1.3744	0.2634	1.3744	1.1723
No log	17.8889	322	1.3111	0.2909	1.3111	1.1450
No log	18.0	324	1.2791	0.2650	1.2791	1.1310
No log	18.1111	326	1.2687	0.2381	1.2687	1.1264
No log	18.2222	328	1.2310	0.2381	1.2310	1.1095
No log	18.3333	330	1.1813	0.2733	1.1813	1.0869
No log	18.4444	332	1.1394	0.2432	1.1394	1.0674
No log	18.5556	334	1.1549	0.2972	1.1549	1.0747
No log	18.6667	336	1.2067	0.2586	1.2067	1.0985
No log	18.7778	338	1.2927	0.2542	1.2927	1.1370
No log	18.8889	340	1.2840	0.2542	1.2840	1.1331
No log	19.0	342	1.3000	0.2542	1.3000	1.1402
No log	19.1111	344	1.3140	0.2799	1.3140	1.1463
No log	19.2222	346	1.2323	0.2829	1.2323	1.1101
No log	19.3333	348	1.1627	0.2336	1.1627	1.0783
No log	19.4444	350	1.1389	0.1546	1.1389	1.0672
No log	19.5556	352	1.1835	0.1968	1.1835	1.0879
No log	19.6667	354	1.3503	0.3281	1.3503	1.1620
No log	19.7778	356	1.4953	0.3180	1.4953	1.2228
No log	19.8889	358	1.4370	0.3296	1.4370	1.1988
No log	20.0	360	1.3273	0.3249	1.3273	1.1521
No log	20.1111	362	1.3302	0.3024	1.3302	1.1534
No log	20.2222	364	1.3219	0.3197	1.3219	1.1498
No log	20.3333	366	1.2503	0.2681	1.2503	1.1182
No log	20.4444	368	1.2230	0.2006	1.2230	1.1059
No log	20.5556	370	1.2712	0.2558	1.2712	1.1275
No log	20.6667	372	1.3534	0.2650	1.3534	1.1634
No log	20.7778	374	1.5345	0.2099	1.5345	1.2387
No log	20.8889	376	1.6432	0.1960	1.6432	1.2819
No log	21.0	378	1.6097	0.1960	1.6097	1.2688
No log	21.1111	380	1.4638	0.2738	1.4638	1.2099
No log	21.2222	382	1.2690	0.2223	1.2690	1.1265
No log	21.3333	384	1.1343	0.1920	1.1343	1.0650
No log	21.4444	386	1.0989	0.1507	1.0989	1.0483
No log	21.5556	388	1.0838	0.1649	1.0838	1.0410
No log	21.6667	390	1.1474	0.2454	1.1474	1.0712
No log	21.7778	392	1.3138	0.1943	1.3138	1.1462
No log	21.8889	394	1.4024	0.1848	1.4024	1.1842
No log	22.0	396	1.4121	0.1848	1.4121	1.1883
No log	22.1111	398	1.3500	0.1848	1.3500	1.1619
No log	22.2222	400	1.2121	0.2650	1.2121	1.1010
No log	22.3333	402	1.1130	0.2076	1.1130	1.0550
No log	22.4444	404	1.1085	0.1667	1.1085	1.0528
No log	22.5556	406	1.1299	0.2371	1.1299	1.0630
No log	22.6667	408	1.2276	0.2650	1.2276	1.1080
No log	22.7778	410	1.3483	0.2542	1.3483	1.1612
No log	22.8889	412	1.3936	0.2438	1.3936	1.1805
No log	23.0	414	1.3523	0.2542	1.3523	1.1629
No log	23.1111	416	1.2897	0.2714	1.2897	1.1356
No log	23.2222	418	1.2862	0.2714	1.2862	1.1341
No log	23.3333	420	1.3252	0.2714	1.3252	1.1512
No log	23.4444	422	1.3951	0.2032	1.3951	1.1811
No log	23.5556	424	1.4950	0.2262	1.4950	1.2227
No log	23.6667	426	1.4419	0.2468	1.4419	1.2008
No log	23.7778	428	1.3782	0.2153	1.3782	1.1740
No log	23.8889	430	1.3325	0.1848	1.3325	1.1543
No log	24.0	432	1.2788	0.2291	1.2788	1.1308
No log	24.1111	434	1.2351	0.2439	1.2351	1.1114
No log	24.2222	436	1.2414	0.2439	1.2414	1.1142
No log	24.3333	438	1.2487	0.2291	1.2487	1.1175
No log	24.4444	440	1.2598	0.2602	1.2598	1.1224
No log	24.5556	442	1.2944	0.2438	1.2944	1.1377
No log	24.6667	444	1.3115	0.2286	1.3115	1.1452
No log	24.7778	446	1.3343	0.2321	1.3343	1.1551
No log	24.8889	448	1.3189	0.2173	1.3189	1.1484
No log	25.0	450	1.2714	0.2542	1.2714	1.1276
No log	25.1111	452	1.2265	0.2509	1.2265	1.1075
No log	25.2222	454	1.2072	0.2439	1.2072	1.0987
No log	25.3333	456	1.1753	0.1344	1.1753	1.0841
No log	25.4444	458	1.1906	0.1658	1.1906	1.0912
No log	25.5556	460	1.2619	0.2714	1.2619	1.1234
No log	25.6667	462	1.3415	0.2509	1.3415	1.1582
No log	25.7778	464	1.3802	0.2574	1.3802	1.1748
No log	25.8889	466	1.3369	0.2542	1.3369	1.1562
No log	26.0	468	1.2239	0.2681	1.2239	1.1063
No log	26.1111	470	1.1483	0.2999	1.1483	1.0716
No log	26.2222	472	1.1507	0.2864	1.1507	1.0727
No log	26.3333	474	1.2718	0.2542	1.2718	1.1277
No log	26.4444	476	1.3928	0.2471	1.3928	1.1802
No log	26.5556	478	1.4334	0.1979	1.4334	1.1973
No log	26.6667	480	1.3958	0.2032	1.3958	1.1814
No log	26.7778	482	1.3332	0.1989	1.3332	1.1547
No log	26.8889	484	1.2797	0.2509	1.2797	1.1312
No log	27.0	486	1.2757	0.2542	1.2757	1.1295
No log	27.1111	488	1.2995	0.2574	1.2995	1.1400
No log	27.2222	490	1.3920	0.2674	1.3920	1.1798
No log	27.3333	492	1.4400	0.2674	1.4400	1.2000
No log	27.4444	494	1.4638	0.2647	1.4638	1.2099
No log	27.5556	496	1.3975	0.1756	1.3975	1.1822
No log	27.6667	498	1.2547	0.2330	1.2547	1.1201
0.3357	27.7778	500	1.1488	0.1605	1.1488	1.0718
0.3357	27.8889	502	1.1391	0.1605	1.1391	1.0673
0.3357	28.0	504	1.1776	0.2317	1.1776	1.0852
0.3357	28.1111	506	1.2323	0.2800	1.2323	1.1101
0.3357	28.2222	508	1.2879	0.2349	1.2879	1.1349
0.3357	28.3333	510	1.3081	0.2349	1.3081	1.1437
0.3357	28.4444	512	1.2946	0.2367	1.2946	1.1378
0.3357	28.5556	514	1.2831	0.2367	1.2831	1.1328
0.3357	28.6667	516	1.2796	0.2367	1.2796	1.1312
0.3357	28.7778	518	1.3034	0.1943	1.3034	1.1417
0.3357	28.8889	520	1.3051	0.1943	1.3051	1.1424
0.3357	29.0	522	1.2206	0.2381	1.2206	1.1048
0.3357	29.1111	524	1.1293	0.2733	1.1293	1.0627
0.3357	29.2222	526	1.0801	0.2432	1.0801	1.0393
0.3357	29.3333	528	1.0927	0.2432	1.0927	1.0453
0.3357	29.4444	530	1.1152	0.2432	1.1152	1.0560
0.3357	29.5556	532	1.1711	0.2207	1.1711	1.0822
0.3357	29.6667	534	1.2955	0.2313	1.2955	1.1382
0.3357	29.7778	536	1.3644	0.1848	1.3644	1.1681
0.3357	29.8889	538	1.3293	0.1801	1.3293	1.1530
0.3357	30.0	540	1.2580	0.1667	1.2580	1.1216
0.3357	30.1111	542	1.2350	0.1559	1.2350	1.1113
0.3357	30.2222	544	1.1816	0.1706	1.1816	1.0870
0.3357	30.3333	546	1.1797	0.1706	1.1797	1.0861
0.3357	30.4444	548	1.2304	0.1379	1.2304	1.1092
0.3357	30.5556	550	1.3384	0.1345	1.3384	1.1569
0.3357	30.6667	552	1.4146	0.1159	1.4146	1.1894
0.3357	30.7778	554	1.5379	0.1801	1.5379	1.2401
0.3357	30.8889	556	1.5877	0.1597	1.5877	1.2600
0.3357	31.0	558	1.4998	0.1935	1.4998	1.2247
0.3357	31.1111	560	1.3823	0.1848	1.3823	1.1757
0.3357	31.2222	562	1.2749	0.2093	1.2749	1.1291
0.3357	31.3333	564	1.2224	0.1864	1.2224	1.1056
0.3357	31.4444	566	1.2204	0.1864	1.2204	1.1047
0.3357	31.5556	568	1.2861	0.2184	1.2861	1.1341
0.3357	31.6667	570	1.4360	0.1848	1.4360	1.1983
0.3357	31.7778	572	1.5381	0.1416	1.5381	1.2402
0.3357	31.8889	574	1.5226	0.1481	1.5226	1.2340
0.3357	32.0	576	1.4203	0.0865	1.4203	1.1918
0.3357	32.1111	578	1.3089	0.0442	1.3089	1.1441
0.3357	32.2222	580	1.2359	0.1689	1.2359	1.1117
0.3357	32.3333	582	1.2074	0.1857	1.2074	1.0988
0.3357	32.4444	584	1.2080	0.1857	1.2080	1.0991
0.3357	32.5556	586	1.2404	0.1755	1.2404	1.1137
0.3357	32.6667	588	1.3268	0.2212	1.3268	1.1519
0.3357	32.7778	590	1.4321	0.2564	1.4321	1.1967
0.3357	32.8889	592	1.4479	0.2593	1.4479	1.2033
0.3357	33.0	594	1.3647	0.2663	1.3647	1.1682
0.3357	33.1111	596	1.2651	0.2518	1.2651	1.1247
0.3357	33.2222	598	1.2204	0.2934	1.2204	1.1047
0.3357	33.3333	600	1.1759	0.2207	1.1759	1.0844
0.3357	33.4444	602	1.1793	0.1701	1.1793	1.0859
0.3357	33.5556	604	1.2322	0.1344	1.2322	1.1101
0.3357	33.6667	606	1.3123	0.2602	1.3123	1.1456
0.3357	33.7778	608	1.3650	0.1848	1.3650	1.1683
0.3357	33.8889	610	1.3324	0.2173	1.3324	1.1543
0.3357	34.0	612	1.2482	0.2108	1.2482	1.1172
0.3357	34.1111	614	1.1914	0.1857	1.1914	1.0915
0.3357	34.2222	616	1.1908	0.1857	1.1908	1.0912
0.3357	34.3333	618	1.2044	0.1752	1.2044	1.0974
0.3357	34.4444	620	1.2101	0.1649	1.2101	1.1001
0.3357	34.5556	622	1.2460	0.1755	1.2460	1.1162
0.3357	34.6667	624	1.3136	0.1707	1.3136	1.1461
0.3357	34.7778	626	1.3720	0.2032	1.3720	1.1713
0.3357	34.8889	628	1.4047	0.1848	1.4047	1.1852
0.3357	35.0	630	1.3726	0.2349	1.3726	1.1716
0.3357	35.1111	632	1.3847	0.2349	1.3847	1.1767
0.3357	35.2222	634	1.4575	0.1848	1.4575	1.2073
0.3357	35.3333	636	1.4803	0.1801	1.4803	1.2167
0.3357	35.4444	638	1.4434	0.1801	1.4434	1.2014
0.3357	35.5556	640	1.3439	0.1989	1.3439	1.1592
0.3357	35.6667	642	1.2659	0.1654	1.2659	1.1251
0.3357	35.7778	644	1.2539	0.1951	1.2539	1.1198
0.3357	35.8889	646	1.2901	0.1989	1.2901	1.1358
0.3357	36.0	648	1.3571	0.1989	1.3571	1.1649
0.3357	36.1111	650	1.3764	0.1989	1.3764	1.1732
0.3357	36.2222	652	1.3269	0.1989	1.3269	1.1519
0.3357	36.3333	654	1.2840	0.2132	1.2840	1.1331
0.3357	36.4444	656	1.2482	0.2509	1.2482	1.1172
0.3357	36.5556	658	1.2605	0.2509	1.2605	1.1227
0.3357	36.6667	660	1.3281	0.2509	1.3281	1.1524
0.3357	36.7778	662	1.4067	0.1943	1.4067	1.1860
0.3357	36.8889	664	1.4963	0.1708	1.4963	1.2232
0.3357	37.0	666	1.5413	0.0969	1.5413	1.2415
0.3357	37.1111	668	1.5201	0.0969	1.5201	1.2329
0.3357	37.2222	670	1.4476	0.0526	1.4476	1.2031
0.3357	37.3333	672	1.3585	0.0857	1.3585	1.1655
0.3357	37.4444	674	1.2890	0.1183	1.2890	1.1353

Framework versions

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