ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_task1_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: 1.0785
• Qwk: 0.528
• Mse: 1.0785
• Rmse: 1.0385

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	0.0488	2	7.0363	0.0	7.0363	2.6526
No log	0.0976	4	4.5262	0.0513	4.5262	2.1275
No log	0.1463	6	3.5753	-0.0104	3.5753	1.8909
No log	0.1951	8	3.1020	0.0506	3.1020	1.7613
No log	0.2439	10	2.1522	0.2353	2.1522	1.4670
No log	0.2927	12	1.8808	0.2992	1.8808	1.3714
No log	0.3415	14	1.7701	0.3115	1.7701	1.3304
No log	0.3902	16	1.5778	0.3051	1.5778	1.2561
No log	0.4390	18	1.4827	0.3186	1.4827	1.2177
No log	0.4878	20	1.5907	0.3115	1.5907	1.2612
No log	0.5366	22	1.7837	0.2985	1.7837	1.3356
No log	0.5854	24	2.0265	0.2378	2.0265	1.4235
No log	0.6341	26	2.1080	0.2484	2.1080	1.4519
No log	0.6829	28	1.5880	0.3913	1.5880	1.2602
No log	0.7317	30	1.3931	0.4444	1.3931	1.1803
No log	0.7805	32	1.5354	0.3898	1.5354	1.2391
No log	0.8293	34	1.5966	0.2281	1.5966	1.2636
No log	0.8780	36	1.4702	0.3761	1.4702	1.2125
No log	0.9268	38	1.3766	0.4677	1.3766	1.1733
No log	0.9756	40	1.4744	0.4308	1.4744	1.2142
No log	1.0244	42	1.4224	0.4308	1.4224	1.1926
No log	1.0732	44	1.3586	0.4308	1.3586	1.1656
No log	1.1220	46	1.3373	0.4923	1.3373	1.1564
No log	1.1707	48	1.1363	0.5079	1.1363	1.0660
No log	1.2195	50	1.2143	0.5366	1.2143	1.1019
No log	1.2683	52	1.3298	0.4959	1.3298	1.1532
No log	1.3171	54	1.1248	0.5736	1.1248	1.0606
No log	1.3659	56	1.2337	0.5468	1.2337	1.1107
No log	1.4146	58	1.2269	0.5401	1.2269	1.1076
No log	1.4634	60	1.0548	0.6222	1.0548	1.0271
No log	1.5122	62	1.4191	0.352	1.4191	1.1913
No log	1.5610	64	1.5971	0.3140	1.5971	1.2638
No log	1.6098	66	1.4321	0.3607	1.4321	1.1967
No log	1.6585	68	1.2413	0.4754	1.2413	1.1141
No log	1.7073	70	1.1076	0.544	1.1076	1.0524
No log	1.7561	72	1.1725	0.4878	1.1725	1.0828
No log	1.8049	74	1.2424	0.4407	1.2424	1.1146
No log	1.8537	76	1.2669	0.4576	1.2669	1.1256
No log	1.9024	78	1.1439	0.5366	1.1439	1.0696
No log	1.9512	80	1.1145	0.5197	1.1145	1.0557
No log	2.0	82	1.0900	0.5397	1.0900	1.0440
No log	2.0488	84	1.0757	0.5397	1.0757	1.0371
No log	2.0976	86	1.0667	0.6202	1.0667	1.0328
No log	2.1463	88	1.1124	0.6212	1.1124	1.0547
No log	2.1951	90	1.1241	0.6131	1.1241	1.0602
No log	2.2439	92	1.0617	0.6277	1.0617	1.0304
No log	2.2927	94	0.9560	0.6912	0.9560	0.9777
No log	2.3415	96	0.9654	0.6715	0.9654	0.9825
No log	2.3902	98	1.1237	0.5469	1.1237	1.0601
No log	2.4390	100	1.1168	0.544	1.1168	1.0568
No log	2.4878	102	1.2160	0.5077	1.2160	1.1027
No log	2.5366	104	1.1555	0.512	1.1555	1.0750
No log	2.5854	106	1.2413	0.528	1.2413	1.1141
No log	2.6341	108	1.4067	0.4516	1.4067	1.1861
No log	2.6829	110	1.5274	0.3443	1.5274	1.2359
No log	2.7317	112	1.8543	0.2810	1.8543	1.3617
No log	2.7805	114	1.7219	0.2833	1.7219	1.3122
No log	2.8293	116	1.4703	0.4154	1.4703	1.2125
No log	2.8780	118	1.3514	0.4567	1.3514	1.1625
No log	2.9268	120	1.5744	0.3333	1.5744	1.2547
No log	2.9756	122	1.2248	0.5041	1.2248	1.1067
No log	3.0244	124	1.0150	0.6240	1.0150	1.0075
No log	3.0732	126	1.0597	0.5691	1.0597	1.0294
No log	3.1220	128	0.9845	0.5806	0.9845	0.9922
No log	3.1707	130	0.9321	0.5873	0.9321	0.9655
No log	3.2195	132	0.9122	0.6212	0.9122	0.9551
No log	3.2683	134	0.9038	0.6763	0.9038	0.9507
No log	3.3171	136	0.7716	0.6912	0.7716	0.8784
No log	3.3659	138	0.7847	0.6809	0.7847	0.8858
No log	3.4146	140	0.8522	0.6241	0.8522	0.9232
No log	3.4634	142	1.5572	0.3577	1.5572	1.2479
No log	3.5122	144	1.7618	0.3252	1.7618	1.3273
No log	3.5610	146	1.4568	0.4	1.4568	1.2070
No log	3.6098	148	1.0548	0.6364	1.0548	1.0270
No log	3.6585	150	1.0540	0.6107	1.0540	1.0267
No log	3.7073	152	1.1969	0.5484	1.1969	1.0940
No log	3.7561	154	1.3936	0.3559	1.3936	1.1805
No log	3.8049	156	1.2988	0.4590	1.2988	1.1397
No log	3.8537	158	1.2117	0.5528	1.2117	1.1008
No log	3.9024	160	1.2170	0.4874	1.2170	1.1032
No log	3.9512	162	1.2089	0.5246	1.2089	1.0995
No log	4.0	164	1.2772	0.4444	1.2772	1.1301
No log	4.0488	166	1.2828	0.5039	1.2828	1.1326
No log	4.0976	168	1.1603	0.5714	1.1603	1.0772
No log	4.1463	170	1.1262	0.5312	1.1262	1.0612
No log	4.1951	172	1.2313	0.5625	1.2313	1.1097
No log	4.2439	174	1.5056	0.3448	1.5056	1.2270
No log	4.2927	176	1.5481	0.3051	1.5481	1.2442
No log	4.3415	178	1.3903	0.4202	1.3903	1.1791
No log	4.3902	180	1.1894	0.5197	1.1894	1.0906
No log	4.4390	182	1.1841	0.5116	1.1841	1.0882
No log	4.4878	184	1.2003	0.496	1.2003	1.0956
No log	4.5366	186	1.2987	0.496	1.2987	1.1396
No log	4.5854	188	1.3736	0.3967	1.3736	1.1720
No log	4.6341	190	1.3647	0.5156	1.3647	1.1682
No log	4.6829	192	1.2353	0.5714	1.2353	1.1114
No log	4.7317	194	1.1372	0.5778	1.1372	1.0664
No log	4.7805	196	1.0585	0.6119	1.0585	1.0288
No log	4.8293	198	1.1049	0.5821	1.1049	1.0511
No log	4.8780	200	1.1885	0.5714	1.1885	1.0902
No log	4.9268	202	1.2124	0.544	1.2124	1.1011
No log	4.9756	204	1.2577	0.4754	1.2577	1.1215
No log	5.0244	206	1.3132	0.4194	1.3132	1.1460
No log	5.0732	208	1.2512	0.4480	1.2512	1.1185
No log	5.1220	210	1.1530	0.5354	1.1530	1.0738
No log	5.1707	212	1.3871	0.4262	1.3871	1.1777
No log	5.2195	214	1.6930	0.2735	1.6930	1.3012
No log	5.2683	216	1.5224	0.35	1.5224	1.2338
No log	5.3171	218	1.2270	0.5496	1.2270	1.1077
No log	5.3659	220	1.1129	0.5714	1.1129	1.0550
No log	5.4146	222	1.2049	0.5426	1.2049	1.0977
No log	5.4634	224	1.1701	0.5385	1.1701	1.0817
No log	5.5122	226	1.1404	0.5625	1.1404	1.0679
No log	5.5610	228	1.2176	0.512	1.2176	1.1035
No log	5.6098	230	1.2392	0.528	1.2392	1.1132
No log	5.6585	232	1.2332	0.528	1.2332	1.1105
No log	5.7073	234	1.1269	0.528	1.1269	1.0616
No log	5.7561	236	1.0645	0.6015	1.0645	1.0318
No log	5.8049	238	1.1585	0.5778	1.1585	1.0763
No log	5.8537	240	1.2051	0.5496	1.2051	1.0978
No log	5.9024	242	1.1522	0.5238	1.1522	1.0734
No log	5.9512	244	1.1333	0.5238	1.1333	1.0646
No log	6.0	246	1.1130	0.5161	1.1130	1.0550
No log	6.0488	248	1.1940	0.5271	1.1940	1.0927
No log	6.0976	250	1.2325	0.5116	1.2325	1.1102
No log	6.1463	252	1.1925	0.5581	1.1925	1.0920
No log	6.1951	254	1.1824	0.5263	1.1824	1.0874
No log	6.2439	256	1.1140	0.5414	1.1140	1.0555
No log	6.2927	258	1.0783	0.5630	1.0783	1.0384
No log	6.3415	260	1.1177	0.5755	1.1177	1.0572
No log	6.3902	262	1.2115	0.5	1.2115	1.1007
No log	6.4390	264	1.1899	0.5191	1.1899	1.0908
No log	6.4878	266	1.1373	0.5649	1.1373	1.0664
No log	6.5366	268	1.0745	0.512	1.0745	1.0366
No log	6.5854	270	1.0674	0.512	1.0674	1.0331
No log	6.6341	272	1.0389	0.5649	1.0389	1.0193
No log	6.6829	274	1.0551	0.5692	1.0551	1.0272
No log	6.7317	276	1.1341	0.4921	1.1341	1.0649
No log	6.7805	278	1.1436	0.4921	1.1436	1.0694
No log	6.8293	280	1.1100	0.5271	1.1100	1.0536
No log	6.8780	282	1.0706	0.5397	1.0706	1.0347
No log	6.9268	284	1.0623	0.5581	1.0623	1.0307
No log	6.9756	286	1.0862	0.5581	1.0862	1.0422
No log	7.0244	288	1.1231	0.5581	1.1231	1.0598
No log	7.0732	290	1.1710	0.5426	1.1710	1.0821
No log	7.1220	292	1.1491	0.5426	1.1491	1.0720
No log	7.1707	294	1.0679	0.5781	1.0679	1.0334
No log	7.2195	296	1.0178	0.6154	1.0178	1.0089
No log	7.2683	298	0.9810	0.6	0.9810	0.9905
No log	7.3171	300	0.9924	0.6260	0.9924	0.9962
No log	7.3659	302	1.0496	0.6107	1.0496	1.0245
No log	7.4146	304	1.1191	0.5238	1.1191	1.0579
No log	7.4634	306	1.1980	0.5238	1.1980	1.0945
No log	7.5122	308	1.2107	0.4882	1.2107	1.1003
No log	7.5610	310	1.0923	0.5781	1.0923	1.0452
No log	7.6098	312	1.0159	0.6212	1.0159	1.0079
No log	7.6585	314	1.0046	0.5736	1.0046	1.0023
No log	7.7073	316	1.0111	0.6212	1.0111	1.0055
No log	7.7561	318	1.0626	0.5954	1.0626	1.0308
No log	7.8049	320	1.0482	0.6212	1.0482	1.0238
No log	7.8537	322	1.0011	0.5954	1.0011	1.0006
No log	7.9024	324	0.9772	0.6061	0.9772	0.9885
No log	7.9512	326	0.9606	0.6165	0.9606	0.9801
No log	8.0	328	0.9505	0.6212	0.9505	0.9749
No log	8.0488	330	1.0014	0.6765	1.0014	1.0007
No log	8.0976	332	1.0077	0.6667	1.0077	1.0038
No log	8.1463	334	0.9836	0.6154	0.9836	0.9918
No log	8.1951	336	0.9682	0.6308	0.9682	0.9840
No log	8.2439	338	0.9898	0.6202	0.9898	0.9949
No log	8.2927	340	1.0622	0.5556	1.0622	1.0306
No log	8.3415	342	1.0139	0.6466	1.0139	1.0069
No log	8.3902	344	1.0121	0.5581	1.0121	1.0060
No log	8.4390	346	1.0395	0.5846	1.0395	1.0196
No log	8.4878	348	1.0607	0.6212	1.0607	1.0299
No log	8.5366	350	1.0779	0.6418	1.0779	1.0382
No log	8.5854	352	1.1153	0.6212	1.1153	1.0561
No log	8.6341	354	1.1697	0.5736	1.1697	1.0815
No log	8.6829	356	1.1547	0.5846	1.1547	1.0746
No log	8.7317	358	1.1472	0.5077	1.1472	1.0711
No log	8.7805	360	1.1663	0.5191	1.1663	1.0799
No log	8.8293	362	1.1422	0.5077	1.1422	1.0687
No log	8.8780	364	1.1681	0.4960	1.1681	1.0808
No log	8.9268	366	1.2025	0.5312	1.2025	1.0966
No log	8.9756	368	1.1429	0.5954	1.1429	1.0691
No log	9.0244	370	0.9836	0.6667	0.9836	0.9918
No log	9.0732	372	0.8696	0.6714	0.8696	0.9325
No log	9.1220	374	0.8525	0.6667	0.8525	0.9233
No log	9.1707	376	0.8573	0.6714	0.8573	0.9259
No log	9.2195	378	0.8953	0.6765	0.8953	0.9462
No log	9.2683	380	0.9334	0.6061	0.9334	0.9661
No log	9.3171	382	1.0394	0.5581	1.0394	1.0195
No log	9.3659	384	1.1164	0.5312	1.1164	1.0566
No log	9.4146	386	1.0763	0.5312	1.0763	1.0375
No log	9.4634	388	0.9664	0.5802	0.9664	0.9830
No log	9.5122	390	0.9508	0.6667	0.9508	0.9751
No log	9.5610	392	0.9800	0.6324	0.9800	0.9899
No log	9.6098	394	0.9976	0.6222	0.9976	0.9988
No log	9.6585	396	1.0976	0.5865	1.0976	1.0477
No log	9.7073	398	1.3278	0.4769	1.3278	1.1523
No log	9.7561	400	1.5708	0.3252	1.5708	1.2533
No log	9.8049	402	1.8536	0.2677	1.8536	1.3615
No log	9.8537	404	2.0035	0.2273	2.0035	1.4155
No log	9.9024	406	1.8768	0.3066	1.8768	1.3700
No log	9.9512	408	1.7205	0.3308	1.7205	1.3117
No log	10.0	410	1.4084	0.4154	1.4084	1.1867
No log	10.0488	412	1.2974	0.5231	1.2974	1.1390
No log	10.0976	414	1.3325	0.4715	1.3325	1.1543
No log	10.1463	416	1.3695	0.4878	1.3695	1.1703
No log	10.1951	418	1.3081	0.4640	1.3081	1.1437
No log	10.2439	420	1.2532	0.4921	1.2532	1.1195
No log	10.2927	422	1.2775	0.544	1.2775	1.1303
No log	10.3415	424	1.3027	0.5581	1.3027	1.1413
No log	10.3902	426	1.3224	0.5469	1.3224	1.1500
No log	10.4390	428	1.3551	0.5079	1.3551	1.1641
No log	10.4878	430	1.3532	0.5116	1.3532	1.1633
No log	10.5366	432	1.3002	0.5303	1.3002	1.1403
No log	10.5854	434	1.2128	0.5303	1.2128	1.1013
No log	10.6341	436	1.1325	0.5821	1.1325	1.0642
No log	10.6829	438	1.1265	0.5778	1.1265	1.0614
No log	10.7317	440	1.0530	0.6119	1.0530	1.0262
No log	10.7805	442	1.0545	0.6074	1.0545	1.0269
No log	10.8293	444	1.0928	0.6165	1.0928	1.0454
No log	10.8780	446	1.1079	0.5625	1.1079	1.0526
No log	10.9268	448	1.1220	0.5802	1.1220	1.0593
No log	10.9756	450	1.1556	0.5758	1.1556	1.0750
No log	11.0244	452	1.1671	0.5758	1.1671	1.0803
No log	11.0732	454	1.2170	0.5606	1.2170	1.1032
No log	11.1220	456	1.1935	0.5846	1.1935	1.0925
No log	11.1707	458	1.0981	0.5954	1.0981	1.0479
No log	11.2195	460	1.0096	0.5954	1.0096	1.0048
No log	11.2683	462	0.9624	0.6165	0.9624	0.9810
No log	11.3171	464	0.9705	0.6165	0.9705	0.9852
No log	11.3659	466	1.0476	0.5649	1.0476	1.0235
No log	11.4146	468	1.0928	0.5312	1.0928	1.0454
No log	11.4634	470	1.1611	0.5	1.1611	1.0776
No log	11.5122	472	1.1949	0.4370	1.1949	1.0931
No log	11.5610	474	1.1770	0.4878	1.1770	1.0849
No log	11.6098	476	1.1955	0.528	1.1955	1.0934
No log	11.6585	478	1.1394	0.5556	1.1394	1.0674
No log	11.7073	480	1.0367	0.5581	1.0367	1.0182
No log	11.7561	482	0.9521	0.5649	0.9521	0.9757
No log	11.8049	484	0.8973	0.6015	0.8973	0.9473
No log	11.8537	486	0.8852	0.6277	0.8852	0.9409
No log	11.9024	488	0.9190	0.6154	0.9190	0.9586
No log	11.9512	490	0.8758	0.6176	0.8758	0.9358
No log	12.0	492	0.8687	0.6906	0.8687	0.9320
No log	12.0488	494	0.9003	0.6569	0.9003	0.9488
No log	12.0976	496	0.9152	0.6812	0.9152	0.9567
No log	12.1463	498	0.9415	0.5926	0.9415	0.9703
0.3645	12.1951	500	1.1496	0.5655	1.1496	1.0722
0.3645	12.2439	502	1.3656	0.5638	1.3656	1.1686
0.3645	12.2927	504	1.3267	0.5676	1.3267	1.1518
0.3645	12.3415	506	1.0726	0.5606	1.0726	1.0357
0.3645	12.3902	508	1.0088	0.5802	1.0088	1.0044
0.3645	12.4390	510	1.0422	0.6047	1.0422	1.0209
0.3645	12.4878	512	1.0454	0.5802	1.0454	1.0225
0.3645	12.5366	514	1.0163	0.5426	1.0163	1.0081
0.3645	12.5854	516	1.0117	0.5736	1.0117	1.0058
0.3645	12.6341	518	1.0051	0.6412	1.0051	1.0025
0.3645	12.6829	520	0.9790	0.6412	0.9790	0.9894
0.3645	12.7317	522	0.9849	0.6154	0.9849	0.9924
0.3645	12.7805	524	0.9921	0.6412	0.9921	0.9960
0.3645	12.8293	526	1.0389	0.6154	1.0389	1.0192
0.3645	12.8780	528	1.1644	0.5669	1.1644	1.0791
0.3645	12.9268	530	1.1891	0.512	1.1891	1.0905
0.3645	12.9756	532	1.0696	0.5865	1.0696	1.0342
0.3645	13.0244	534	1.0161	0.5758	1.0161	1.0080
0.3645	13.0732	536	0.9699	0.6061	0.9699	0.9848
0.3645	13.1220	538	0.9636	0.6107	0.9636	0.9817
0.3645	13.1707	540	1.0036	0.6107	1.0036	1.0018
0.3645	13.2195	542	1.0652	0.5846	1.0652	1.0321
0.3645	13.2683	544	1.0853	0.5736	1.0853	1.0418
0.3645	13.3171	546	1.0576	0.6107	1.0576	1.0284
0.3645	13.3659	548	1.0135	0.5736	1.0135	1.0067
0.3645	13.4146	550	0.9925	0.5802	0.9925	0.9962
0.3645	13.4634	552	0.9908	0.5538	0.9908	0.9954
0.3645	13.5122	554	1.0015	0.5538	1.0015	1.0008
0.3645	13.5610	556	0.9993	0.5426	0.9993	0.9997
0.3645	13.6098	558	1.0230	0.5692	1.0230	1.0115
0.3645	13.6585	560	1.0646	0.5649	1.0646	1.0318
0.3645	13.7073	562	1.0303	0.5426	1.0303	1.0150
0.3645	13.7561	564	1.0160	0.5827	1.0160	1.0079
0.3645	13.8049	566	1.0850	0.5385	1.0850	1.0416
0.3645	13.8537	568	1.1550	0.5231	1.1550	1.0747
0.3645	13.9024	570	1.1484	0.5197	1.1484	1.0716
0.3645	13.9512	572	1.1353	0.6142	1.1353	1.0655
0.3645	14.0	574	1.1347	0.5366	1.1347	1.0652
0.3645	14.0488	576	1.1295	0.5760	1.1295	1.0628
0.3645	14.0976	578	1.1157	0.5873	1.1157	1.0563
0.3645	14.1463	580	1.1091	0.5873	1.1091	1.0531
0.3645	14.1951	582	1.0926	0.5669	1.0926	1.0453
0.3645	14.2439	584	1.0808	0.5669	1.0808	1.0396
0.3645	14.2927	586	1.0620	0.5938	1.0620	1.0305
0.3645	14.3415	588	1.0670	0.5669	1.0670	1.0329
0.3645	14.3902	590	1.0434	0.5625	1.0434	1.0215
0.3645	14.4390	592	1.0272	0.5669	1.0272	1.0135
0.3645	14.4878	594	1.0446	0.5846	1.0446	1.0221
0.3645	14.5366	596	1.0606	0.5736	1.0606	1.0299
0.3645	14.5854	598	1.1037	0.5271	1.1037	1.0506
0.3645	14.6341	600	1.1082	0.5426	1.1082	1.0527
0.3645	14.6829	602	1.0477	0.5271	1.0477	1.0236
0.3645	14.7317	604	0.9879	0.5692	0.9879	0.9939
0.3645	14.7805	606	1.0243	0.6567	1.0243	1.0121
0.3645	14.8293	608	1.0785	0.5496	1.0785	1.0385
0.3645	14.8780	610	1.0522	0.6412	1.0522	1.0258
0.3645	14.9268	612	1.0184	0.5736	1.0184	1.0091
0.3645	14.9756	614	1.0191	0.5538	1.0191	1.0095
0.3645	15.0244	616	1.0188	0.5649	1.0188	1.0093
0.3645	15.0732	618	0.9987	0.5496	0.9987	0.9994
0.3645	15.1220	620	0.9926	0.5669	0.9926	0.9963
0.3645	15.1707	622	1.0240	0.5954	1.0240	1.0119
0.3645	15.2195	624	1.0597	0.5846	1.0597	1.0294
0.3645	15.2683	626	1.0450	0.6119	1.0450	1.0222
0.3645	15.3171	628	0.9811	0.6212	0.9811	0.9905
0.3645	15.3659	630	0.9440	0.6412	0.9440	0.9716
0.3645	15.4146	632	0.9301	0.5865	0.9301	0.9644
0.3645	15.4634	634	0.9481	0.5970	0.9481	0.9737
0.3645	15.5122	636	0.9532	0.5970	0.9532	0.9763
0.3645	15.5610	638	0.9670	0.5312	0.9670	0.9834
0.3645	15.6098	640	1.0129	0.5581	1.0129	1.0064
0.3645	15.6585	642	1.0392	0.5954	1.0392	1.0194
0.3645	15.7073	644	1.0010	0.5692	1.0010	1.0005
0.3645	15.7561	646	0.9761	0.5692	0.9761	0.9880
0.3645	15.8049	648	0.9552	0.5954	0.9552	0.9774
0.3645	15.8537	650	0.9252	0.6165	0.9252	0.9619
0.3645	15.9024	652	0.8854	0.6165	0.8854	0.9410
0.3645	15.9512	654	0.9277	0.6260	0.9277	0.9632
0.3645	16.0	656	0.9815	0.5821	0.9815	0.9907
0.3645	16.0488	658	1.0141	0.5802	1.0141	1.0070
0.3645	16.0976	660	1.0738	0.6154	1.0738	1.0362
0.3645	16.1463	662	1.0920	0.5938	1.0920	1.0450
0.3645	16.1951	664	1.0789	0.5938	1.0789	1.0387
0.3645	16.2439	666	1.0257	0.5954	1.0257	1.0128
0.3645	16.2927	668	0.9867	0.5954	0.9867	0.9933
0.3645	16.3415	670	1.0042	0.5802	1.0042	1.0021
0.3645	16.3902	672	0.9940	0.5865	0.9940	0.9970
0.3645	16.4390	674	0.9493	0.5954	0.9493	0.9743
0.3645	16.4878	676	0.9247	0.6107	0.9247	0.9616
0.3645	16.5366	678	0.9205	0.6364	0.9205	0.9594
0.3645	16.5854	680	0.9153	0.6466	0.9153	0.9567
0.3645	16.6341	682	0.9002	0.6316	0.9002	0.9488
0.3645	16.6829	684	0.9042	0.6567	0.9042	0.9509
0.3645	16.7317	686	0.9826	0.6061	0.9826	0.9913
0.3645	16.7805	688	1.0053	0.6061	1.0053	1.0026
0.3645	16.8293	690	0.9969	0.6061	0.9969	0.9984
0.3645	16.8780	692	0.9717	0.6061	0.9717	0.9858
0.3645	16.9268	694	0.9343	0.6418	0.9343	0.9666
0.3645	16.9756	696	0.9126	0.6418	0.9126	0.9553
0.3645	17.0244	698	0.9148	0.6316	0.9148	0.9565
0.3645	17.0732	700	0.9644	0.6000	0.9644	0.9820
0.3645	17.1220	702	1.0290	0.6107	1.0290	1.0144
0.3645	17.1707	704	1.1081	0.5625	1.1081	1.0527
0.3645	17.2195	706	1.0936	0.5354	1.0936	1.0458
0.3645	17.2683	708	0.9865	0.6212	0.9865	0.9932
0.3645	17.3171	710	0.9693	0.6418	0.9693	0.9845
0.3645	17.3659	712	0.9596	0.6316	0.9596	0.9796
0.3645	17.4146	714	0.9311	0.6212	0.9311	0.9649
0.3645	17.4634	716	0.9443	0.6212	0.9443	0.9717
0.3645	17.5122	718	0.9540	0.6212	0.9540	0.9767
0.3645	17.5610	720	0.9471	0.6316	0.9471	0.9732
0.3645	17.6098	722	0.9434	0.6316	0.9434	0.9713
0.3645	17.6585	724	0.9133	0.6212	0.9133	0.9556
0.3645	17.7073	726	0.8878	0.6667	0.8878	0.9422
0.3645	17.7561	728	0.8770	0.6667	0.8770	0.9365
0.3645	17.8049	730	0.8769	0.6714	0.8769	0.9364
0.3645	17.8537	732	0.8899	0.6475	0.8899	0.9434
0.3645	17.9024	734	0.8939	0.6475	0.8939	0.9455
0.3645	17.9512	736	0.8875	0.6475	0.8875	0.9421
0.3645	18.0	738	0.8650	0.6475	0.8650	0.9300
0.3645	18.0488	740	0.8426	0.6619	0.8426	0.9179
0.3645	18.0976	742	0.8447	0.6765	0.8447	0.9191
0.3645	18.1463	744	0.8699	0.6618	0.8699	0.9327
0.3645	18.1951	746	0.8757	0.6815	0.8757	0.9358
0.3645	18.2439	748	0.8508	0.6815	0.8508	0.9224
0.3645	18.2927	750	0.8646	0.6716	0.8646	0.9299
0.3645	18.3415	752	0.8969	0.6515	0.8969	0.9470
0.3645	18.3902	754	0.9117	0.6364	0.9117	0.9548
0.3645	18.4390	756	0.9437	0.5846	0.9437	0.9715
0.3645	18.4878	758	0.9744	0.5581	0.9744	0.9871
0.3645	18.5366	760	0.9814	0.5846	0.9814	0.9907
0.3645	18.5854	762	0.9729	0.6212	0.9729	0.9864
0.3645	18.6341	764	0.9766	0.6260	0.9766	0.9882
0.3645	18.6829	766	1.0051	0.6260	1.0051	1.0025
0.3645	18.7317	768	0.9966	0.6260	0.9966	0.9983
0.3645	18.7805	770	0.9756	0.6260	0.9756	0.9877
0.3645	18.8293	772	0.9776	0.6667	0.9776	0.9887
0.3645	18.8780	774	0.9969	0.5865	0.9969	0.9985
0.3645	18.9268	776	1.0061	0.5692	1.0061	1.0030
0.3645	18.9756	778	1.0033	0.5692	1.0033	1.0016
0.3645	19.0244	780	1.0141	0.5625	1.0141	1.0070
0.3645	19.0732	782	1.0631	0.5354	1.0631	1.0311
0.3645	19.1220	784	1.0967	0.512	1.0967	1.0472
0.3645	19.1707	786	1.1006	0.5397	1.1006	1.0491
0.3645	19.2195	788	1.0785	0.528	1.0785	1.0385

Framework versions

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