ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k9_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: 1.4210
• Qwk: 0.0519
• Mse: 1.4210
• Rmse: 1.1921

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	0.0909	2	2.5035	-0.0449	2.5035	1.5823
No log	0.1818	4	1.3059	0.1573	1.3059	1.1428
No log	0.2727	6	1.0969	-0.0970	1.0969	1.0473
No log	0.3636	8	1.0872	0.0094	1.0872	1.0427
No log	0.4545	10	1.0467	-0.0152	1.0467	1.0231
No log	0.5455	12	0.8598	0.0053	0.8598	0.9273
No log	0.6364	14	0.9718	0.1304	0.9718	0.9858
No log	0.7273	16	1.0077	0.0974	1.0077	1.0038
No log	0.8182	18	0.9163	0.1786	0.9163	0.9572
No log	0.9091	20	0.9129	-0.0426	0.9129	0.9555
No log	1.0	22	0.9207	-0.0426	0.9207	0.9596
No log	1.0909	24	0.9107	-0.0426	0.9107	0.9543
No log	1.1818	26	0.8756	0.0265	0.8756	0.9357
No log	1.2727	28	0.9505	0.1332	0.9505	0.9749
No log	1.3636	30	0.9610	0.1914	0.9610	0.9803
No log	1.4545	32	0.7881	0.2857	0.7881	0.8878
No log	1.5455	34	0.7092	0.0798	0.7092	0.8422
No log	1.6364	36	0.7086	0.0798	0.7086	0.8418
No log	1.7273	38	0.7196	0.1617	0.7196	0.8483
No log	1.8182	40	0.7432	0.2145	0.7432	0.8621
No log	1.9091	42	0.7259	0.1807	0.7259	0.8520
No log	2.0	44	0.7070	0.1094	0.7070	0.8408
No log	2.0909	46	0.7258	0.2718	0.7258	0.8519
No log	2.1818	48	0.8341	0.3234	0.8341	0.9133
No log	2.2727	50	0.9925	0.1178	0.9925	0.9962
No log	2.3636	52	1.0168	0.0927	1.0168	1.0084
No log	2.4545	54	0.8923	0.2173	0.8923	0.9446
No log	2.5455	56	0.9707	0.2810	0.9707	0.9853
No log	2.6364	58	1.0901	0.1591	1.0901	1.0441
No log	2.7273	60	1.3464	0.1337	1.3464	1.1603
No log	2.8182	62	1.2341	0.1042	1.2341	1.1109
No log	2.9091	64	0.9270	0.1914	0.9270	0.9628
No log	3.0	66	0.8231	0.0643	0.8231	0.9072
No log	3.0909	68	0.7981	0.1648	0.7981	0.8933
No log	3.1818	70	0.8476	0.2409	0.8476	0.9207
No log	3.2727	72	0.9477	0.1243	0.9477	0.9735
No log	3.3636	74	1.0474	0.1662	1.0474	1.0234
No log	3.4545	76	1.1098	0.1233	1.1098	1.0535
No log	3.5455	78	1.2131	0.1849	1.2131	1.1014
No log	3.6364	80	1.3272	0.2353	1.3272	1.1520
No log	3.7273	82	1.1302	0.2075	1.1302	1.0631
No log	3.8182	84	1.0407	0.1277	1.0407	1.0201
No log	3.9091	86	1.2519	0.1896	1.2519	1.1189
No log	4.0	88	1.5774	0.1237	1.5774	1.2559
No log	4.0909	90	1.6295	0.0770	1.6295	1.2765
No log	4.1818	92	1.5306	0.1212	1.5306	1.2372
No log	4.2727	94	1.4346	0.0905	1.4346	1.1977
No log	4.3636	96	1.3281	0.1222	1.3281	1.1524
No log	4.4545	98	1.3360	0.1196	1.3360	1.1558
No log	4.5455	100	1.4078	0.0475	1.4078	1.1865
No log	4.6364	102	1.3336	0.0766	1.3336	1.1548
No log	4.7273	104	1.2967	0.1018	1.2967	1.1387
No log	4.8182	106	1.4511	0.0613	1.4511	1.2046
No log	4.9091	108	1.6475	0.0911	1.6475	1.2836
No log	5.0	110	1.6034	0.0396	1.6034	1.2663
No log	5.0909	112	1.6385	0.0396	1.6385	1.2801
No log	5.1818	114	1.4917	0.0531	1.4917	1.2214
No log	5.2727	116	1.4977	0.0325	1.4977	1.2238
No log	5.3636	118	1.6514	0.0748	1.6514	1.2851
No log	5.4545	120	1.7146	0.1022	1.7146	1.3094
No log	5.5455	122	1.6028	0.0909	1.6028	1.2660
No log	5.6364	124	1.4337	0.0041	1.4337	1.1974
No log	5.7273	126	1.2851	0.0947	1.2851	1.1336
No log	5.8182	128	1.3037	0.0947	1.3037	1.1418
No log	5.9091	130	1.3529	0.1648	1.3529	1.1631
No log	6.0	132	1.4736	0.1099	1.4736	1.2139
No log	6.0909	134	1.7682	0.0909	1.7682	1.3297
No log	6.1818	136	1.7923	0.0909	1.7923	1.3388
No log	6.2727	138	1.6119	0.0613	1.6119	1.2696
No log	6.3636	140	1.5347	0.0457	1.5347	1.2388
No log	6.4545	142	1.5702	0.0578	1.5702	1.2531
No log	6.5455	144	1.5487	0.0839	1.5487	1.2445
No log	6.6364	146	1.4595	0.1147	1.4595	1.2081
No log	6.7273	148	1.3971	0.1278	1.3971	1.1820
No log	6.8182	150	1.3861	0.1018	1.3861	1.1773
No log	6.9091	152	1.4112	0.1018	1.4112	1.1880
No log	7.0	154	1.3317	0.0902	1.3317	1.1540
No log	7.0909	156	1.2748	0.1172	1.2748	1.1291
No log	7.1818	158	1.2148	0.0750	1.2148	1.1022
No log	7.2727	160	1.1976	0.1058	1.1976	1.0944
No log	7.3636	162	1.1613	0.0719	1.1613	1.0777
No log	7.4545	164	1.2448	0.0842	1.2448	1.1157
No log	7.5455	166	1.3920	0.0597	1.3920	1.1798
No log	7.6364	168	1.4322	0.1222	1.4322	1.1968
No log	7.7273	170	1.2654	0.1599	1.2654	1.1249
No log	7.8182	172	1.1523	0.1356	1.1523	1.0734
No log	7.9091	174	1.1345	0.1626	1.1345	1.0651
No log	8.0	176	1.1755	0.1638	1.1755	1.0842
No log	8.0909	178	1.2437	0.1630	1.2437	1.1152
No log	8.1818	180	1.2933	0.0994	1.2933	1.1372
No log	8.2727	182	1.4326	0.1147	1.4326	1.1969
No log	8.3636	184	1.4069	0.1198	1.4069	1.1861
No log	8.4545	186	1.3798	0.0993	1.3798	1.1746
No log	8.5455	188	1.4470	0.0762	1.4470	1.2029
No log	8.6364	190	1.4871	0.1368	1.4871	1.2195
No log	8.7273	192	1.4523	0.1368	1.4523	1.2051
No log	8.8182	194	1.2963	0.1422	1.2963	1.1385
No log	8.9091	196	1.2162	0.1175	1.2162	1.1028
No log	9.0	198	1.1188	-0.0103	1.1188	1.0577
No log	9.0909	200	1.0463	0.0288	1.0463	1.0229
No log	9.1818	202	1.0421	0.0539	1.0421	1.0209
No log	9.2727	204	1.1733	0.0324	1.1733	1.0832
No log	9.3636	206	1.3397	0.0829	1.3397	1.1575
No log	9.4545	208	1.4392	0.0745	1.4392	1.1997
No log	9.5455	210	1.4408	0.0327	1.4408	1.2003
No log	9.6364	212	1.3865	-0.0095	1.3865	1.1775
No log	9.7273	214	1.3435	0.0146	1.3435	1.1591
No log	9.8182	216	1.2490	0.0250	1.2490	1.1176
No log	9.9091	218	1.1591	-0.0186	1.1591	1.0766
No log	10.0	220	1.0807	0.0241	1.0807	1.0395
No log	10.0909	222	1.0372	0.0623	1.0372	1.0184
No log	10.1818	224	1.1395	-0.0245	1.1395	1.0675
No log	10.2727	226	1.2749	0.0459	1.2749	1.1291
No log	10.3636	228	1.2923	0.0166	1.2923	1.1368
No log	10.4545	230	1.3105	0.0419	1.3105	1.1448
No log	10.5455	232	1.2498	0.0459	1.2498	1.1179
No log	10.6364	234	1.1597	-0.0540	1.1597	1.0769
No log	10.7273	236	1.1642	-0.0550	1.1642	1.0790
No log	10.8182	238	1.1830	0.0741	1.1830	1.0877
No log	10.9091	240	1.2903	0.0898	1.2903	1.1359
No log	11.0	242	1.2899	0.0948	1.2899	1.1358
No log	11.0909	244	1.1286	0.0295	1.1286	1.0624
No log	11.1818	246	1.0490	0.0860	1.0490	1.0242
No log	11.2727	248	1.1300	0.0039	1.1300	1.0630
No log	11.3636	250	1.2583	0.0948	1.2583	1.1217
No log	11.4545	252	1.3739	0.0627	1.3739	1.1721
No log	11.5455	254	1.4705	0.0564	1.4705	1.2126
No log	11.6364	256	1.4474	0.0780	1.4474	1.2031
No log	11.7273	258	1.3241	0.0648	1.3241	1.1507
No log	11.8182	260	1.1466	-0.0754	1.1466	1.0708
No log	11.9091	262	1.0939	0.0575	1.0939	1.0459
No log	12.0	264	1.0976	0.0262	1.0976	1.0476
No log	12.0909	266	1.1423	-0.0077	1.1423	1.0688
No log	12.1818	268	1.2705	-0.0010	1.2705	1.1272
No log	12.2727	270	1.5215	0.0664	1.5215	1.2335
No log	12.3636	272	1.5010	0.0923	1.5010	1.2252
No log	12.4545	274	1.3793	0.1427	1.3793	1.1744
No log	12.5455	276	1.2791	0.1427	1.2791	1.1310
No log	12.6364	278	1.1077	0.1235	1.1077	1.0525
No log	12.7273	280	0.9957	0.1463	0.9957	0.9978
No log	12.8182	282	0.9450	0.2615	0.9450	0.9721
No log	12.9091	284	0.9389	0.1718	0.9389	0.9690
No log	13.0	286	0.9636	0.2297	0.9636	0.9816
No log	13.0909	288	1.0531	0.2754	1.0531	1.0262
No log	13.1818	290	1.3063	0.0699	1.3063	1.1429
No log	13.2727	292	1.5711	0.0728	1.5711	1.2534
No log	13.3636	294	1.7230	0.0689	1.7230	1.3126
No log	13.4545	296	1.6280	0.0842	1.6280	1.2759
No log	13.5455	298	1.2837	0.1479	1.2837	1.1330
No log	13.6364	300	1.0563	0.1175	1.0563	1.0278
No log	13.7273	302	1.0254	0.1843	1.0254	1.0126
No log	13.8182	304	1.1733	0.1057	1.1733	1.0832
No log	13.9091	306	1.3534	0.0762	1.3534	1.1633
No log	14.0	308	1.5230	0.0842	1.5230	1.2341
No log	14.0909	310	1.4922	0.0822	1.4922	1.2215
No log	14.1818	312	1.2512	0.1678	1.2512	1.1186
No log	14.2727	314	1.1014	0.1858	1.1014	1.0495
No log	14.3636	316	0.9782	0.2904	0.9782	0.9890
No log	14.4545	318	0.9619	0.2932	0.9619	0.9808
No log	14.5455	320	0.9823	0.2518	0.9823	0.9911
No log	14.6364	322	1.1114	0.1748	1.1114	1.0542
No log	14.7273	324	1.3192	0.1316	1.3192	1.1486
No log	14.8182	326	1.3635	0.1316	1.3635	1.1677
No log	14.9091	328	1.2228	0.1280	1.2228	1.1058
No log	15.0	330	1.0198	0.0982	1.0198	1.0098
No log	15.0909	332	0.9535	0.2518	0.9535	0.9765
No log	15.1818	334	1.0001	0.0686	1.0001	1.0000
No log	15.2727	336	1.1648	0.1397	1.1648	1.0793
No log	15.3636	338	1.3336	0.1253	1.3336	1.1548
No log	15.4545	340	1.3726	0.0992	1.3726	1.1716
No log	15.5455	342	1.3082	0.0803	1.3082	1.1438
No log	15.6364	344	1.2187	0.0923	1.2187	1.1040
No log	15.7273	346	1.1791	0.0225	1.1791	1.0859
No log	15.8182	348	1.2175	0.0439	1.2175	1.1034
No log	15.9091	350	1.2544	0.0898	1.2544	1.1200
No log	16.0	352	1.2339	0.0898	1.2339	1.1108
No log	16.0909	354	1.2260	0.0671	1.2260	1.1072
No log	16.1818	356	1.2434	0.0627	1.2434	1.1151
No log	16.2727	358	1.1956	0.0627	1.1956	1.0935
No log	16.3636	360	1.1089	0.1086	1.1089	1.0530
No log	16.4545	362	1.1230	0.1821	1.1230	1.0597
No log	16.5455	364	1.1286	0.1626	1.1286	1.0623
No log	16.6364	366	1.2347	0.1203	1.2347	1.1112
No log	16.7273	368	1.3618	0.0873	1.3618	1.1669
No log	16.8182	370	1.3289	0.1489	1.3289	1.1528
No log	16.9091	372	1.2262	0.1309	1.2262	1.1073
No log	17.0	374	1.1459	0.1432	1.1459	1.0705
No log	17.0909	376	1.1333	0.0973	1.1333	1.0646
No log	17.1818	378	1.1378	0.1147	1.1378	1.0667
No log	17.2727	380	1.1291	0.0660	1.1291	1.0626
No log	17.3636	382	1.1559	0.1116	1.1559	1.0751
No log	17.4545	384	1.2227	0.0923	1.2227	1.1058
No log	17.5455	386	1.1845	0.1203	1.1845	1.0883
No log	17.6364	388	1.2055	0.1574	1.2055	1.0979
No log	17.7273	390	1.2235	0.1392	1.2235	1.1061
No log	17.8182	392	1.2779	0.1175	1.2779	1.1305
No log	17.9091	394	1.1880	0.1356	1.1880	1.0900
No log	18.0	396	1.0539	0.1145	1.0539	1.0266
No log	18.0909	398	0.9996	0.1628	0.9996	0.9998
No log	18.1818	400	1.0509	0.1110	1.0509	1.0251
No log	18.2727	402	1.2155	0.0488	1.2155	1.1025
No log	18.3636	404	1.3653	0.0633	1.3653	1.1685
No log	18.4545	406	1.3437	0.1093	1.3437	1.1592
No log	18.5455	408	1.2635	0.1931	1.2635	1.1240
No log	18.6364	410	1.1454	0.2209	1.1454	1.0702
No log	18.7273	412	1.0575	0.1145	1.0575	1.0284
No log	18.8182	414	1.0651	0.1110	1.0651	1.0321
No log	18.9091	416	1.1546	0.1457	1.1546	1.0745
No log	19.0	418	1.2915	0.1175	1.2915	1.1365
No log	19.0909	420	1.3640	0.1337	1.3640	1.1679
No log	19.1818	422	1.4226	0.1093	1.4226	1.1927
No log	19.2727	424	1.4378	0.0184	1.4378	1.1991
No log	19.3636	426	1.3338	0.0501	1.3338	1.1549
No log	19.4545	428	1.2572	0.0256	1.2572	1.1212
No log	19.5455	430	1.2267	0.0244	1.2267	1.1076
No log	19.6364	432	1.2638	0.0389	1.2638	1.1242
No log	19.7273	434	1.2617	0.0665	1.2617	1.1233
No log	19.8182	436	1.2253	0.1175	1.2253	1.1069
No log	19.9091	438	1.2322	0.1175	1.2322	1.1100
No log	20.0	440	1.1819	0.1389	1.1819	1.0871
No log	20.0909	442	1.1462	0.1699	1.1462	1.0706
No log	20.1818	444	1.0581	0.0891	1.0581	1.0287
No log	20.2727	446	1.0479	0.1254	1.0479	1.0237
No log	20.3636	448	1.1225	0.1045	1.1225	1.0595
No log	20.4545	450	1.1745	0.1146	1.1745	1.0837
No log	20.5455	452	1.2313	0.1490	1.2313	1.1096
No log	20.6364	454	1.2863	0.1309	1.2863	1.1342
No log	20.7273	456	1.3783	0.1224	1.3783	1.1740
No log	20.8182	458	1.3513	0.1017	1.3513	1.1625
No log	20.9091	460	1.2520	0.1309	1.2520	1.1189
No log	21.0	462	1.1815	0.0765	1.1815	1.0870
No log	21.0909	464	1.0931	0.2017	1.0931	1.0455
No log	21.1818	466	1.0981	0.2059	1.0981	1.0479
No log	21.2727	468	1.1670	0.1262	1.1670	1.0803
No log	21.3636	470	1.2191	0.1120	1.2191	1.1041
No log	21.4545	472	1.1866	0.1713	1.1866	1.0893
No log	21.5455	474	1.2095	0.1367	1.2095	1.0998
No log	21.6364	476	1.2674	0.1337	1.2674	1.1258
No log	21.7273	478	1.3109	0.1309	1.3109	1.1450
No log	21.8182	480	1.2497	0.1581	1.2497	1.1179
No log	21.9091	482	1.1570	0.1784	1.1570	1.0756
No log	22.0	484	0.9940	0.2626	0.9940	0.9970
No log	22.0909	486	0.8667	0.3099	0.8667	0.9310
No log	22.1818	488	0.8942	0.3234	0.8942	0.9456
No log	22.2727	490	1.0136	0.2147	1.0136	1.0068
No log	22.3636	492	1.1278	0.1591	1.1278	1.0620
No log	22.4545	494	1.2602	0.0923	1.2602	1.1226
No log	22.5455	496	1.2802	0.0923	1.2802	1.1315
No log	22.6364	498	1.2560	0.1397	1.2560	1.1207
0.2814	22.7273	500	1.3327	0.1067	1.3327	1.1544
0.2814	22.8182	502	1.3716	0.1042	1.3716	1.1711
0.2814	22.9091	504	1.3521	0.1042	1.3520	1.1628
0.2814	23.0	506	1.2614	0.1337	1.2614	1.1231
0.2814	23.0909	508	1.1714	0.1679	1.1714	1.0823
0.2814	23.1818	510	1.1418	0.2306	1.1418	1.0685
0.2814	23.2727	512	1.1993	0.1931	1.1993	1.0951
0.2814	23.3636	514	1.2990	0.1093	1.2990	1.1397
0.2814	23.4545	516	1.4523	0.0946	1.4523	1.2051
0.2814	23.5455	518	1.4557	0.0946	1.4557	1.2065
0.2814	23.6364	520	1.3143	0.1253	1.3143	1.1465
0.2814	23.7273	522	1.1151	0.2392	1.1151	1.0560
0.2814	23.8182	524	1.0415	0.3310	1.0415	1.0206
0.2814	23.9091	526	1.0262	0.3076	1.0262	1.0130
0.2814	24.0	528	0.9558	0.2843	0.9558	0.9776
0.2814	24.0909	530	0.9288	0.2843	0.9288	0.9638
0.2814	24.1818	532	0.9403	0.2632	0.9403	0.9697
0.2814	24.2727	534	1.0027	0.2046	1.0027	1.0014
0.2814	24.3636	536	1.1034	0.1990	1.1034	1.0504
0.2814	24.4545	538	1.2134	0.1713	1.2134	1.1016
0.2814	24.5455	540	1.3542	0.1122	1.3542	1.1637
0.2814	24.6364	542	1.3675	0.1098	1.3675	1.1694
0.2814	24.7273	544	1.2348	0.1973	1.2348	1.1112
0.2814	24.8182	546	1.1587	0.1956	1.1587	1.0764
0.2814	24.9091	548	1.0788	0.1922	1.0788	1.0386
0.2814	25.0	550	0.9967	0.1867	0.9967	0.9984
0.2814	25.0909	552	0.9927	0.1672	0.9927	0.9964
0.2814	25.1818	554	1.0574	0.1416	1.0574	1.0283
0.2814	25.2727	556	1.1994	0.1591	1.1994	1.0952
0.2814	25.3636	558	1.3954	0.1280	1.3954	1.1813
0.2814	25.4545	560	1.5460	0.0863	1.5460	1.2434
0.2814	25.5455	562	1.5419	0.0863	1.5419	1.2417
0.2814	25.6364	564	1.4774	0.0684	1.4774	1.2155
0.2814	25.7273	566	1.3312	0.1253	1.3312	1.1538
0.2814	25.8182	568	1.1770	0.2020	1.1770	1.0849
0.2814	25.9091	570	1.0885	0.1747	1.0885	1.0433
0.2814	26.0	572	1.0720	0.1385	1.0720	1.0354
0.2814	26.0909	574	1.0910	0.1348	1.0910	1.0445
0.2814	26.1818	576	1.1737	0.0812	1.1737	1.0834
0.2814	26.2727	578	1.1941	0.1909	1.1941	1.0928
0.2814	26.3636	580	1.2439	0.1599	1.2439	1.1153
0.2814	26.4545	582	1.2733	0.0712	1.2733	1.1284
0.2814	26.5455	584	1.3086	0.0419	1.3086	1.1439
0.2814	26.6364	586	1.3589	0.0353	1.3589	1.1657
0.2814	26.7273	588	1.3210	0.0876	1.3210	1.1493
0.2814	26.8182	590	1.2498	0.1453	1.2498	1.1179
0.2814	26.9091	592	1.1698	0.2031	1.1698	1.0816
0.2814	27.0	594	1.1513	0.2437	1.1513	1.0730
0.2814	27.0909	596	1.1364	0.2330	1.1364	1.0660
0.2814	27.1818	598	1.1007	0.2507	1.1007	1.0491
0.2814	27.2727	600	1.1261	0.2330	1.1261	1.0612
0.2814	27.3636	602	1.1160	0.2330	1.1160	1.0564
0.2814	27.4545	604	1.1529	0.1671	1.1529	1.0738
0.2814	27.5455	606	1.1406	0.1704	1.1406	1.0680
0.2814	27.6364	608	1.0512	0.2461	1.0512	1.0253
0.2814	27.7273	610	1.0538	0.2806	1.0538	1.0266
0.2814	27.8182	612	1.0265	0.2577	1.0265	1.0132
0.2814	27.9091	614	1.0230	0.2601	1.0230	1.0114
0.2814	28.0	616	1.0609	0.1870	1.0609	1.0300
0.2814	28.0909	618	1.0902	0.1832	1.0902	1.0441
0.2814	28.1818	620	1.1912	0.1606	1.1912	1.0914
0.2814	28.2727	622	1.2336	0.1574	1.2336	1.1107
0.2814	28.3636	624	1.1945	0.1606	1.1945	1.0930
0.2814	28.4545	626	1.0725	0.2306	1.0725	1.0356
0.2814	28.5455	628	0.9980	0.2995	0.9980	0.9990
0.2814	28.6364	630	1.0096	0.2995	1.0096	1.0048
0.2814	28.7273	632	1.0797	0.2659	1.0797	1.0391
0.2814	28.8182	634	1.1387	0.2264	1.1387	1.0671
0.2814	28.9091	636	1.1961	0.1574	1.1961	1.0937
0.2814	29.0	638	1.3040	0.1513	1.3040	1.1419
0.2814	29.0909	640	1.4150	0.1146	1.4150	1.1895
0.2814	29.1818	642	1.4330	0.1146	1.4330	1.1971
0.2814	29.2727	644	1.3416	0.0971	1.3416	1.1583
0.2814	29.3636	646	1.1565	0.2545	1.1565	1.0754
0.2814	29.4545	648	0.9947	0.3497	0.9947	0.9973
0.2814	29.5455	650	0.9326	0.2352	0.9326	0.9657
0.2814	29.6364	652	0.9219	0.2352	0.9219	0.9602
0.2814	29.7273	654	0.9772	0.3319	0.9772	0.9885
0.2814	29.8182	656	1.1165	0.2850	1.1165	1.0566
0.2814	29.9091	658	1.2003	0.1574	1.2003	1.0956
0.2814	30.0	660	1.2307	0.1544	1.2307	1.1094
0.2814	30.0909	662	1.1842	0.1646	1.1842	1.0882
0.2814	30.1818	664	1.1671	0.1497	1.1671	1.0803
0.2814	30.2727	666	1.1873	0.1001	1.1873	1.0897
0.2814	30.3636	668	1.2283	0.1497	1.2283	1.1083
0.2814	30.4545	670	1.2575	0.1497	1.2575	1.1214
0.2814	30.5455	672	1.3176	0.1613	1.3176	1.1479
0.2814	30.6364	674	1.3817	0.1337	1.3817	1.1754
0.2814	30.7273	676	1.4963	0.0724	1.4963	1.2232
0.2814	30.8182	678	1.5415	0.0412	1.5415	1.2416
0.2814	30.9091	680	1.4811	0.0650	1.4811	1.2170
0.2814	31.0	682	1.3321	0.1278	1.3321	1.1542
0.2814	31.0909	684	1.2012	0.1968	1.2012	1.0960
0.2814	31.1818	686	1.1181	0.2707	1.1181	1.0574
0.2814	31.2727	688	1.0599	0.2577	1.0599	1.0295
0.2814	31.3636	690	1.0630	0.2651	1.0630	1.0310
0.2814	31.4545	692	1.0977	0.2457	1.0977	1.0477
0.2814	31.5455	694	1.1389	0.2264	1.1389	1.0672
0.2814	31.6364	696	1.1643	0.2264	1.1643	1.0790
0.2814	31.7273	698	1.1868	0.1293	1.1868	1.0894
0.2814	31.8182	700	1.2077	0.1057	1.2077	1.0990
0.2814	31.9091	702	1.2462	0.1293	1.2462	1.1163
0.2814	32.0	704	1.2552	0.1002	1.2552	1.1204
0.2814	32.0909	706	1.2776	0.0923	1.2776	1.1303
0.2814	32.1818	708	1.2692	0.1278	1.2692	1.1266
0.2814	32.2727	710	1.1953	0.1148	1.1953	1.0933
0.2814	32.3636	712	1.1836	0.1121	1.1836	1.0879
0.2814	32.4545	714	1.2823	0.1253	1.2823	1.1324
0.2814	32.5455	716	1.3245	0.1172	1.3245	1.1509
0.2814	32.6364	718	1.3130	0.1251	1.3130	1.1459
0.2814	32.7273	720	1.2448	0.1613	1.2448	1.1157
0.2814	32.8182	722	1.1452	0.0866	1.1452	1.0701
0.2814	32.9091	724	1.0936	0.1243	1.0936	1.0458
0.2814	33.0	726	1.1242	0.1146	1.1242	1.0603
0.2814	33.0909	728	1.1825	0.1662	1.1825	1.0874
0.2814	33.1818	730	1.1784	0.1896	1.1784	1.0856
0.2814	33.2727	732	1.1317	0.1922	1.1317	1.0638
0.2814	33.3636	734	1.0515	0.1461	1.0515	1.0254
0.2814	33.4545	736	0.9859	0.1254	0.9859	0.9929
0.2814	33.5455	738	0.9779	0.0891	0.9779	0.9889
0.2814	33.6364	740	0.9889	0.1501	0.9889	0.9944
0.2814	33.7273	742	1.0061	0.1501	1.0061	1.0030
0.2814	33.8182	744	1.0462	0.1603	1.0462	1.0228
0.2814	33.9091	746	1.0832	0.2017	1.0832	1.0408
0.2814	34.0	748	1.0899	0.2017	1.0899	1.0440
0.2814	34.0909	750	1.0758	0.2017	1.0758	1.0372
0.2814	34.1818	752	1.0571	0.1565	1.0571	1.0282
0.2814	34.2727	754	1.0582	0.1492	1.0582	1.0287
0.2814	34.3636	756	1.1011	0.1389	1.1011	1.0493
0.2814	34.4545	758	1.1859	0.1057	1.1859	1.0890
0.2814	34.5455	760	1.2669	0.1784	1.2669	1.1256
0.2814	34.6364	762	1.2939	0.1490	1.2939	1.1375
0.2814	34.7273	764	1.3169	0.1458	1.3169	1.1476
0.2814	34.8182	766	1.3760	0.1334	1.3760	1.1730
0.2814	34.9091	768	1.3978	0.1224	1.3978	1.1823
0.2814	35.0	770	1.4061	0.1342	1.4061	1.1858
0.2814	35.0909	772	1.3551	0.1342	1.3551	1.1641
0.2814	35.1818	774	1.2205	0.1280	1.2205	1.1047
0.2814	35.2727	776	1.1443	0.1235	1.1443	1.0697
0.2814	35.3636	778	1.1047	0.1530	1.1047	1.0511
0.2814	35.4545	780	1.0597	0.1178	1.0597	1.0294
0.2814	35.5455	782	1.0367	0.1348	1.0367	1.0182
0.2814	35.6364	784	1.0579	0.1348	1.0579	1.0285
0.2814	35.7273	786	1.1162	0.1869	1.1162	1.0565
0.2814	35.8182	788	1.1687	0.1328	1.1687	1.0811
0.2814	35.9091	790	1.2191	0.0975	1.2191	1.1041
0.2814	36.0	792	1.2625	0.1334	1.2625	1.1236
0.2814	36.0909	794	1.2867	0.1508	1.2867	1.1343
0.2814	36.1818	796	1.2955	0.1906	1.2955	1.1382
0.2814	36.2727	798	1.2513	0.1740	1.2513	1.1186
0.2814	36.3636	800	1.1336	0.1689	1.1336	1.0647
0.2814	36.4545	802	1.0331	0.2439	1.0331	1.0164
0.2814	36.5455	804	1.0050	0.2173	1.0050	1.0025
0.2814	36.6364	806	1.0103	0.1853	1.0103	1.0051
0.2814	36.7273	808	0.9739	0.1617	0.9739	0.9869
0.2814	36.8182	810	0.9555	0.1718	0.9555	0.9775
0.2814	36.9091	812	0.9426	0.1718	0.9426	0.9709
0.2814	37.0	814	0.9461	0.1718	0.9461	0.9727
0.2814	37.0909	816	0.9714	0.2297	0.9714	0.9856
0.2814	37.1818	818	1.0134	0.2784	1.0134	1.0067
0.2814	37.2727	820	1.0613	0.2044	1.0613	1.0302
0.2814	37.3636	822	1.1110	0.1846	1.1110	1.0540
0.2814	37.4545	824	1.1363	0.1810	1.1363	1.0660
0.2814	37.5455	826	1.1093	0.1922	1.1093	1.0532
0.2814	37.6364	828	1.0861	0.1565	1.0861	1.0422
0.2814	37.7273	830	1.1105	0.1737	1.1105	1.0538
0.2814	37.8182	832	1.1835	0.1704	1.1835	1.0879
0.2814	37.9091	834	1.2766	0.1334	1.2766	1.1299
0.2814	38.0	836	1.3145	0.1484	1.3145	1.1465
0.2814	38.0909	838	1.3257	0.1198	1.3257	1.1514
0.2814	38.1818	840	1.2918	0.1172	1.2918	1.1366
0.2814	38.2727	842	1.2491	0.1686	1.2491	1.1177
0.2814	38.3636	844	1.1776	0.1613	1.1776	1.0852
0.2814	38.4545	846	1.1469	0.1795	1.1469	1.0709
0.2814	38.5455	848	1.1426	0.1360	1.1426	1.0689
0.2814	38.6364	850	1.1570	0.1293	1.1570	1.0756
0.2814	38.7273	852	1.2120	0.1574	1.2120	1.1009
0.2814	38.8182	854	1.2798	0.1042	1.2798	1.1313
0.2814	38.9091	856	1.3850	0.0784	1.3850	1.1769
0.2814	39.0	858	1.4070	0.1618	1.4070	1.1862
0.2814	39.0909	860	1.3809	0.1224	1.3809	1.1751
0.2814	39.1818	862	1.3509	0.1224	1.3509	1.1623
0.2814	39.2727	864	1.3104	0.1484	1.3104	1.1447
0.2814	39.3636	866	1.2310	0.1484	1.2310	1.1095
0.2814	39.4545	868	1.1419	0.1870	1.1419	1.0686
0.2814	39.5455	870	1.0541	0.2411	1.0541	1.0267
0.2814	39.6364	872	1.0166	0.1422	1.0166	1.0083
0.2814	39.7273	874	1.0351	0.1651	1.0351	1.0174
0.2814	39.8182	876	1.1086	0.1949	1.1086	1.0529
0.2814	39.9091	878	1.1583	0.1497	1.1583	1.0762
0.2814	40.0	880	1.2426	0.1749	1.2426	1.1147
0.2814	40.0909	882	1.3514	0.1224	1.3514	1.1625
0.2814	40.1818	884	1.3891	0.0969	1.3891	1.1786
0.2814	40.2727	886	1.3562	0.1042	1.3562	1.1646
0.2814	40.3636	888	1.2927	0.0439	1.2927	1.1370
0.2814	40.4545	890	1.2104	0.1699	1.2104	1.1002
0.2814	40.5455	892	1.1538	0.2059	1.1538	1.0742
0.2814	40.6364	894	1.1660	0.1457	1.1660	1.0798
0.2814	40.7273	896	1.2099	0.1671	1.2099	1.1000
0.2814	40.8182	898	1.2642	0.1574	1.2642	1.1244
0.2814	40.9091	900	1.2629	0.1717	1.2629	1.1238
0.2814	41.0	902	1.2252	0.1717	1.2252	1.1069
0.2814	41.0909	904	1.1901	0.1688	1.1901	1.0909
0.2814	41.1818	906	1.1575	0.2059	1.1575	1.0759
0.2814	41.2727	908	1.1279	0.0838	1.1279	1.0620
0.2814	41.3636	910	1.1014	0.1044	1.1014	1.0495
0.2814	41.4545	912	1.1037	0.1573	1.1037	1.0506
0.2814	41.5455	914	1.1472	0.1699	1.1472	1.0711
0.2814	41.6364	916	1.2361	0.1002	1.2361	1.1118
0.2814	41.7273	918	1.3478	0.0133	1.3478	1.1610
0.2814	41.8182	920	1.4752	0.0277	1.4752	1.2146
0.2814	41.9091	922	1.4906	0.0277	1.4906	1.2209
0.2814	42.0	924	1.4210	0.0519	1.4210	1.1921

Framework versions

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