ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_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: 1.0639
• Qwk: 0.5220
• Mse: 1.0639
• Rmse: 1.0315

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	0.1667	2	5.1021	-0.0194	5.1021	2.2588
No log	0.3333	4	3.0424	0.0895	3.0424	1.7443
No log	0.5	6	1.8986	0.0809	1.8986	1.3779
No log	0.6667	8	1.8885	0.0527	1.8885	1.3742
No log	0.8333	10	1.3915	0.0521	1.3915	1.1796
No log	1.0	12	1.2190	0.2080	1.2190	1.1041
No log	1.1667	14	1.2564	0.1283	1.2564	1.1209
No log	1.3333	16	1.2637	0.1056	1.2637	1.1242
No log	1.5	18	1.2053	0.1195	1.2053	1.0979
No log	1.6667	20	1.1913	0.1510	1.1913	1.0915
No log	1.8333	22	1.1556	0.1883	1.1556	1.0750
No log	2.0	24	1.0492	0.2389	1.0492	1.0243
No log	2.1667	26	1.1405	0.2804	1.1405	1.0679
No log	2.3333	28	1.1339	0.2642	1.1339	1.0649
No log	2.5	30	1.0502	0.2661	1.0502	1.0248
No log	2.6667	32	1.1349	0.1985	1.1349	1.0653
No log	2.8333	34	1.1323	0.2718	1.1323	1.0641
No log	3.0	36	1.1259	0.2419	1.1259	1.0611
No log	3.1667	38	1.1844	0.3978	1.1844	1.0883
No log	3.3333	40	1.2681	0.3988	1.2681	1.1261
No log	3.5	42	1.2384	0.3828	1.2384	1.1128
No log	3.6667	44	1.3737	0.3786	1.3737	1.1721
No log	3.8333	46	1.2491	0.4067	1.2491	1.1176
No log	4.0	48	1.0748	0.4839	1.0748	1.0367
No log	4.1667	50	1.0146	0.4491	1.0146	1.0073
No log	4.3333	52	1.0056	0.4629	1.0056	1.0028
No log	4.5	54	1.2400	0.3152	1.2400	1.1136
No log	4.6667	56	1.2163	0.3172	1.2163	1.1028
No log	4.8333	58	1.0689	0.4336	1.0689	1.0339
No log	5.0	60	1.0314	0.4527	1.0314	1.0156
No log	5.1667	62	1.0675	0.4321	1.0675	1.0332
No log	5.3333	64	1.2353	0.3989	1.2353	1.1114
No log	5.5	66	1.2671	0.4265	1.2671	1.1256
No log	5.6667	68	1.2086	0.4122	1.2086	1.0994
No log	5.8333	70	1.1430	0.4272	1.1430	1.0691
No log	6.0	72	1.0597	0.4550	1.0597	1.0294
No log	6.1667	74	1.0729	0.4946	1.0729	1.0358
No log	6.3333	76	1.3469	0.3876	1.3469	1.1606
No log	6.5	78	1.4192	0.3678	1.4192	1.1913
No log	6.6667	80	1.3649	0.3907	1.3649	1.1683
No log	6.8333	82	1.2571	0.4457	1.2571	1.1212
No log	7.0	84	1.1226	0.4988	1.1226	1.0595
No log	7.1667	86	1.1765	0.4743	1.1765	1.0847
No log	7.3333	88	1.3261	0.3892	1.3261	1.1516
No log	7.5	90	1.2127	0.3700	1.2127	1.1012
No log	7.6667	92	1.0890	0.4416	1.0890	1.0436
No log	7.8333	94	0.9658	0.5058	0.9658	0.9827
No log	8.0	96	0.9520	0.5936	0.9520	0.9757
No log	8.1667	98	1.0074	0.5482	1.0074	1.0037
No log	8.3333	100	1.1847	0.4511	1.1847	1.0884
No log	8.5	102	1.3177	0.4097	1.3177	1.1479
No log	8.6667	104	1.2102	0.4445	1.2102	1.1001
No log	8.8333	106	1.1044	0.4974	1.1044	1.0509
No log	9.0	108	0.9953	0.4886	0.9953	0.9976
No log	9.1667	110	0.8974	0.5870	0.8974	0.9473
No log	9.3333	112	0.9065	0.5644	0.9065	0.9521
No log	9.5	114	1.0459	0.5298	1.0459	1.0227
No log	9.6667	116	1.2052	0.4790	1.2052	1.0978
No log	9.8333	118	1.2983	0.4780	1.2983	1.1394
No log	10.0	120	1.2330	0.4959	1.2330	1.1104
No log	10.1667	122	1.2295	0.4508	1.2295	1.1088
No log	10.3333	124	1.2409	0.4916	1.2409	1.1139
No log	10.5	126	1.2469	0.4898	1.2469	1.1166
No log	10.6667	128	1.3274	0.4665	1.3274	1.1521
No log	10.8333	130	1.2955	0.4798	1.2955	1.1382
No log	11.0	132	1.1426	0.5149	1.1426	1.0689
No log	11.1667	134	1.1050	0.5086	1.1050	1.0512
No log	11.3333	136	1.0727	0.5354	1.0727	1.0357
No log	11.5	138	1.1678	0.5253	1.1678	1.0806
No log	11.6667	140	1.2733	0.4698	1.2733	1.1284
No log	11.8333	142	1.1837	0.4649	1.1837	1.0880
No log	12.0	144	1.0723	0.4443	1.0723	1.0355
No log	12.1667	146	1.0462	0.4802	1.0462	1.0228
No log	12.3333	148	1.0632	0.5403	1.0632	1.0311
No log	12.5	150	1.0605	0.5309	1.0605	1.0298
No log	12.6667	152	1.0912	0.5209	1.0912	1.0446
No log	12.8333	154	1.2872	0.4976	1.2872	1.1345
No log	13.0	156	1.4461	0.4483	1.4461	1.2025
No log	13.1667	158	1.3324	0.4430	1.3324	1.1543
No log	13.3333	160	1.0790	0.4885	1.0790	1.0387
No log	13.5	162	0.9615	0.5315	0.9615	0.9806
No log	13.6667	164	0.9954	0.5119	0.9954	0.9977
No log	13.8333	166	1.1223	0.5212	1.1223	1.0594
No log	14.0	168	1.2188	0.5030	1.2188	1.1040
No log	14.1667	170	1.1625	0.5128	1.1625	1.0782
No log	14.3333	172	1.0650	0.5255	1.0650	1.0320
No log	14.5	174	1.0270	0.5196	1.0270	1.0134
No log	14.6667	176	1.0127	0.5187	1.0127	1.0064
No log	14.8333	178	0.9951	0.5382	0.9951	0.9976
No log	15.0	180	0.9690	0.5691	0.9690	0.9844
No log	15.1667	182	0.9568	0.5691	0.9568	0.9782
No log	15.3333	184	1.0541	0.5235	1.0541	1.0267
No log	15.5	186	1.2672	0.4546	1.2672	1.1257
No log	15.6667	188	1.4228	0.4064	1.4228	1.1928
No log	15.8333	190	1.3541	0.4181	1.3541	1.1636
No log	16.0	192	1.1897	0.4960	1.1897	1.0907
No log	16.1667	194	1.1395	0.4935	1.1395	1.0675
No log	16.3333	196	1.1288	0.5303	1.1288	1.0624
No log	16.5	198	1.2275	0.5098	1.2275	1.1079
No log	16.6667	200	1.2775	0.5112	1.2775	1.1303
No log	16.8333	202	1.1903	0.4853	1.1903	1.0910
No log	17.0	204	1.0689	0.5156	1.0689	1.0339
No log	17.1667	206	1.0853	0.5172	1.0853	1.0418
No log	17.3333	208	1.0406	0.5105	1.0406	1.0201
No log	17.5	210	0.9453	0.5184	0.9453	0.9723
No log	17.6667	212	0.8935	0.5677	0.8935	0.9453
No log	17.8333	214	0.9507	0.5917	0.9507	0.9750
No log	18.0	216	1.0546	0.5825	1.0546	1.0269
No log	18.1667	218	1.2013	0.4903	1.2013	1.0961
No log	18.3333	220	1.1578	0.4623	1.1578	1.0760
No log	18.5	222	1.0556	0.4712	1.0556	1.0274
No log	18.6667	224	0.9790	0.5427	0.9790	0.9895
No log	18.8333	226	0.9983	0.5524	0.9983	0.9991
No log	19.0	228	1.1039	0.4948	1.1039	1.0506
No log	19.1667	230	1.1620	0.5103	1.1620	1.0780
No log	19.3333	232	1.3087	0.4752	1.3087	1.1440
No log	19.5	234	1.5633	0.4478	1.5634	1.2503
No log	19.6667	236	1.6313	0.4369	1.6313	1.2772
No log	19.8333	238	1.3894	0.4656	1.3894	1.1787
No log	20.0	240	1.0888	0.5324	1.0888	1.0435
No log	20.1667	242	1.0107	0.5291	1.0107	1.0053
No log	20.3333	244	1.0611	0.5133	1.0611	1.0301
No log	20.5	246	1.2878	0.5081	1.2878	1.1348
No log	20.6667	248	1.3571	0.4876	1.3571	1.1649
No log	20.8333	250	1.2194	0.4829	1.2194	1.1042
No log	21.0	252	1.0957	0.4859	1.0957	1.0467
No log	21.1667	254	1.1535	0.4980	1.1535	1.0740
No log	21.3333	256	1.1301	0.5411	1.1301	1.0631
No log	21.5	258	1.1702	0.5415	1.1702	1.0818
No log	21.6667	260	1.0851	0.5399	1.0851	1.0417
No log	21.8333	262	0.9878	0.5631	0.9878	0.9939
No log	22.0	264	1.0330	0.5246	1.0330	1.0164
No log	22.1667	266	1.1999	0.5136	1.1999	1.0954
No log	22.3333	268	1.3464	0.5316	1.3464	1.1603
No log	22.5	270	1.2995	0.5541	1.2995	1.1399
No log	22.6667	272	1.3204	0.4974	1.3204	1.1491
No log	22.8333	274	1.2490	0.4595	1.2490	1.1176
No log	23.0	276	1.1619	0.5061	1.1619	1.0779
No log	23.1667	278	1.1359	0.4900	1.1359	1.0658
No log	23.3333	280	1.1341	0.5100	1.1341	1.0649
No log	23.5	282	1.1327	0.4556	1.1327	1.0643
No log	23.6667	284	1.2599	0.4363	1.2599	1.1225
No log	23.8333	286	1.3677	0.4246	1.3677	1.1695
No log	24.0	288	1.2707	0.4387	1.2707	1.1272
No log	24.1667	290	1.1992	0.4582	1.1992	1.0951
No log	24.3333	292	1.2857	0.4520	1.2857	1.1339
No log	24.5	294	1.2887	0.4553	1.2887	1.1352
No log	24.6667	296	1.2088	0.4771	1.2088	1.0995
No log	24.8333	298	1.1295	0.5150	1.1295	1.0628
No log	25.0	300	1.0544	0.5284	1.0544	1.0268
No log	25.1667	302	1.0441	0.5053	1.0441	1.0218
No log	25.3333	304	1.0563	0.5368	1.0563	1.0278
No log	25.5	306	0.9301	0.5272	0.9301	0.9644
No log	25.6667	308	0.8523	0.5419	0.8523	0.9232
No log	25.8333	310	0.8669	0.5416	0.8669	0.9311
No log	26.0	312	1.0013	0.5187	1.0013	1.0006
No log	26.1667	314	1.1289	0.5510	1.1289	1.0625
No log	26.3333	316	1.0856	0.5515	1.0856	1.0419
No log	26.5	318	0.9220	0.5572	0.9220	0.9602
No log	26.6667	320	0.8805	0.5616	0.8805	0.9383
No log	26.8333	322	0.9328	0.5576	0.9328	0.9658
No log	27.0	324	0.9554	0.5464	0.9554	0.9775
No log	27.1667	326	1.0288	0.4747	1.0288	1.0143
No log	27.3333	328	1.1910	0.5066	1.1910	1.0913
No log	27.5	330	1.2817	0.5096	1.2817	1.1321
No log	27.6667	332	1.1880	0.5149	1.1880	1.0899
No log	27.8333	334	0.9999	0.5317	0.9999	1.0000
No log	28.0	336	0.8672	0.5372	0.8672	0.9312
No log	28.1667	338	0.8379	0.5255	0.8379	0.9154
No log	28.3333	340	0.9067	0.5297	0.9067	0.9522
No log	28.5	342	1.0658	0.4956	1.0658	1.0324
No log	28.6667	344	1.1623	0.5066	1.1623	1.0781
No log	28.8333	346	1.2860	0.4920	1.2860	1.1340
No log	29.0	348	1.3001	0.4789	1.3001	1.1402
No log	29.1667	350	1.1953	0.5344	1.1953	1.0933
No log	29.3333	352	1.0804	0.5696	1.0804	1.0394
No log	29.5	354	1.0617	0.5479	1.0617	1.0304
No log	29.6667	356	1.1071	0.5475	1.1071	1.0522
No log	29.8333	358	1.1250	0.5539	1.1250	1.0607
No log	30.0	360	1.1277	0.5317	1.1277	1.0619
No log	30.1667	362	1.0707	0.5561	1.0707	1.0348
No log	30.3333	364	1.0743	0.5561	1.0743	1.0365
No log	30.5	366	1.0907	0.5647	1.0907	1.0444
No log	30.6667	368	1.1873	0.5285	1.1873	1.0896
No log	30.8333	370	1.3546	0.5100	1.3546	1.1639
No log	31.0	372	1.3473	0.5165	1.3473	1.1607
No log	31.1667	374	1.2325	0.5011	1.2325	1.1102
No log	31.3333	376	1.1469	0.5059	1.1469	1.0709
No log	31.5	378	1.0530	0.5146	1.0530	1.0262
No log	31.6667	380	1.0434	0.5148	1.0434	1.0215
No log	31.8333	382	1.1071	0.5345	1.1071	1.0522
No log	32.0	384	1.2168	0.5241	1.2168	1.1031
No log	32.1667	386	1.3374	0.5307	1.3374	1.1565
No log	32.3333	388	1.3428	0.5249	1.3428	1.1588
No log	32.5	390	1.3499	0.5193	1.3499	1.1618
No log	32.6667	392	1.2310	0.5210	1.2310	1.1095
No log	32.8333	394	1.0576	0.5317	1.0576	1.0284
No log	33.0	396	1.0098	0.5601	1.0098	1.0049
No log	33.1667	398	1.0428	0.5339	1.0428	1.0212
No log	33.3333	400	1.1337	0.5246	1.1337	1.0648
No log	33.5	402	1.1659	0.5853	1.1659	1.0798
No log	33.6667	404	1.2926	0.5535	1.2926	1.1369
No log	33.8333	406	1.2513	0.5763	1.2513	1.1186
No log	34.0	408	1.0778	0.5875	1.0778	1.0382
No log	34.1667	410	0.9852	0.5855	0.9852	0.9926
No log	34.3333	412	0.9359	0.5655	0.9359	0.9674
No log	34.5	414	0.9776	0.5580	0.9776	0.9887
No log	34.6667	416	1.1144	0.5239	1.1144	1.0556
No log	34.8333	418	1.2443	0.4956	1.2443	1.1155
No log	35.0	420	1.3327	0.4890	1.3327	1.1544
No log	35.1667	422	1.3176	0.4728	1.3176	1.1479
No log	35.3333	424	1.1893	0.4856	1.1893	1.0906
No log	35.5	426	1.0407	0.5023	1.0407	1.0201
No log	35.6667	428	0.9946	0.5077	0.9946	0.9973
No log	35.8333	430	1.0373	0.5271	1.0373	1.0185
No log	36.0	432	1.0875	0.5244	1.0875	1.0428
No log	36.1667	434	1.1756	0.4935	1.1756	1.0843
No log	36.3333	436	1.2628	0.5297	1.2628	1.1237
No log	36.5	438	1.2392	0.5173	1.2392	1.1132
No log	36.6667	440	1.3047	0.4967	1.3047	1.1422
No log	36.8333	442	1.3421	0.4976	1.3421	1.1585
No log	37.0	444	1.3827	0.4934	1.3827	1.1759
No log	37.1667	446	1.2976	0.5415	1.2976	1.1391
No log	37.3333	448	1.0940	0.5639	1.0940	1.0459
No log	37.5	450	0.9404	0.5783	0.9404	0.9697
No log	37.6667	452	0.9165	0.5847	0.9165	0.9573
No log	37.8333	454	1.0016	0.5584	1.0016	1.0008
No log	38.0	456	1.1096	0.5535	1.1096	1.0534
No log	38.1667	458	1.1653	0.5610	1.1653	1.0795
No log	38.3333	460	1.1847	0.5375	1.1847	1.0884
No log	38.5	462	1.1332	0.5179	1.1332	1.0645
No log	38.6667	464	1.1324	0.5160	1.1324	1.0642
No log	38.8333	466	1.1391	0.5162	1.1391	1.0673
No log	39.0	468	1.2134	0.4757	1.2134	1.1015
No log	39.1667	470	1.2750	0.4660	1.2750	1.1291
No log	39.3333	472	1.3125	0.4573	1.3125	1.1457
No log	39.5	474	1.2942	0.4660	1.2942	1.1376
No log	39.6667	476	1.1568	0.5157	1.1568	1.0756
No log	39.8333	478	1.0700	0.5612	1.0700	1.0344
No log	40.0	480	1.0320	0.5549	1.0320	1.0159
No log	40.1667	482	1.1175	0.5241	1.1175	1.0571
No log	40.3333	484	1.2342	0.5464	1.2342	1.1109
No log	40.5	486	1.2432	0.5404	1.2432	1.1150
No log	40.6667	488	1.1741	0.5449	1.1741	1.0835
No log	40.8333	490	1.0993	0.5620	1.0993	1.0485
No log	41.0	492	1.0409	0.5663	1.0409	1.0203
No log	41.1667	494	1.0774	0.5617	1.0774	1.0380
No log	41.3333	496	1.1920	0.5394	1.1920	1.0918
No log	41.5	498	1.3245	0.4955	1.3245	1.1509
0.3429	41.6667	500	1.4259	0.4828	1.4259	1.1941
0.3429	41.8333	502	1.4268	0.4823	1.4268	1.1945
0.3429	42.0	504	1.3360	0.4592	1.3360	1.1559
0.3429	42.1667	506	1.1636	0.4589	1.1636	1.0787
0.3429	42.3333	508	0.9767	0.5194	0.9767	0.9883
0.3429	42.5	510	0.8865	0.5278	0.8865	0.9416
0.3429	42.6667	512	0.8956	0.5282	0.8956	0.9464
0.3429	42.8333	514	0.9565	0.5641	0.9565	0.9780
0.3429	43.0	516	1.0854	0.5315	1.0854	1.0418
0.3429	43.1667	518	1.2268	0.5257	1.2268	1.1076
0.3429	43.3333	520	1.2847	0.5368	1.2847	1.1335
0.3429	43.5	522	1.2380	0.5377	1.2380	1.1127
0.3429	43.6667	524	1.0792	0.5661	1.0792	1.0388
0.3429	43.8333	526	0.9632	0.5303	0.9632	0.9814
0.3429	44.0	528	0.9495	0.5268	0.9495	0.9744
0.3429	44.1667	530	0.9876	0.5258	0.9876	0.9938
0.3429	44.3333	532	1.0694	0.5294	1.0694	1.0341
0.3429	44.5	534	1.1095	0.5156	1.1095	1.0533
0.3429	44.6667	536	1.1447	0.5038	1.1447	1.0699
0.3429	44.8333	538	1.1817	0.5024	1.1817	1.0871
0.3429	45.0	540	1.1291	0.4979	1.1291	1.0626
0.3429	45.1667	542	1.0491	0.5100	1.0491	1.0242
0.3429	45.3333	544	0.9931	0.5323	0.9931	0.9965
0.3429	45.5	546	0.9372	0.5378	0.9372	0.9681
0.3429	45.6667	548	0.9382	0.5337	0.9382	0.9686
0.3429	45.8333	550	1.0174	0.5642	1.0174	1.0087
0.3429	46.0	552	1.1377	0.5298	1.1377	1.0666
0.3429	46.1667	554	1.2121	0.5210	1.2121	1.1010
0.3429	46.3333	556	1.2044	0.5179	1.2044	1.0975
0.3429	46.5	558	1.1533	0.4918	1.1533	1.0739
0.3429	46.6667	560	1.1113	0.5037	1.1113	1.0542
0.3429	46.8333	562	1.0604	0.5030	1.0604	1.0297
0.3429	47.0	564	1.0529	0.4896	1.0529	1.0261
0.3429	47.1667	566	1.0922	0.4924	1.0922	1.0451
0.3429	47.3333	568	1.1024	0.5068	1.1024	1.0500
0.3429	47.5	570	1.1246	0.5169	1.1246	1.0605
0.3429	47.6667	572	1.1974	0.5326	1.1974	1.0942
0.3429	47.8333	574	1.2757	0.4918	1.2757	1.1295
0.3429	48.0	576	1.2608	0.4883	1.2608	1.1229
0.3429	48.1667	578	1.2080	0.4941	1.2080	1.0991
0.3429	48.3333	580	1.1721	0.4995	1.1721	1.0826
0.3429	48.5	582	1.1016	0.5172	1.1016	1.0496
0.3429	48.6667	584	1.0987	0.5233	1.0987	1.0482
0.3429	48.8333	586	1.1234	0.5153	1.1234	1.0599
0.3429	49.0	588	1.1484	0.5178	1.1484	1.0717
0.3429	49.1667	590	1.0896	0.5143	1.0896	1.0438
0.3429	49.3333	592	1.0655	0.5173	1.0655	1.0322
0.3429	49.5	594	1.0427	0.5090	1.0427	1.0211
0.3429	49.6667	596	1.0338	0.4999	1.0338	1.0168
0.3429	49.8333	598	1.0601	0.5121	1.0601	1.0296
0.3429	50.0	600	1.1189	0.5181	1.1189	1.0578
0.3429	50.1667	602	1.1585	0.5109	1.1585	1.0763
0.3429	50.3333	604	1.2016	0.4885	1.2016	1.0962
0.3429	50.5	606	1.2027	0.4885	1.2027	1.0967
0.3429	50.6667	608	1.1778	0.5073	1.1778	1.0853
0.3429	50.8333	610	1.0977	0.5285	1.0977	1.0477
0.3429	51.0	612	1.0601	0.5425	1.0601	1.0296
0.3429	51.1667	614	1.0728	0.5501	1.0728	1.0358
0.3429	51.3333	616	1.1082	0.5347	1.1082	1.0527
0.3429	51.5	618	1.1768	0.5441	1.1768	1.0848
0.3429	51.6667	620	1.1649	0.5431	1.1649	1.0793
0.3429	51.8333	622	1.1800	0.5303	1.1800	1.0863
0.3429	52.0	624	1.1431	0.5359	1.1431	1.0692
0.3429	52.1667	626	1.0553	0.5480	1.0553	1.0273
0.3429	52.3333	628	0.9751	0.5405	0.9751	0.9875
0.3429	52.5	630	0.9118	0.5313	0.9118	0.9549
0.3429	52.6667	632	0.8765	0.5150	0.8765	0.9362
0.3429	52.8333	634	0.8888	0.5045	0.8888	0.9428
0.3429	53.0	636	0.9385	0.5204	0.9385	0.9688
0.3429	53.1667	638	1.0364	0.4955	1.0364	1.0180
0.3429	53.3333	640	1.1422	0.4861	1.1422	1.0687
0.3429	53.5	642	1.1690	0.5017	1.1690	1.0812
0.3429	53.6667	644	1.1181	0.4953	1.1181	1.0574
0.3429	53.8333	646	1.0405	0.5067	1.0405	1.0200
0.3429	54.0	648	0.9645	0.5590	0.9645	0.9821
0.3429	54.1667	650	0.9272	0.5393	0.9272	0.9629
0.3429	54.3333	652	0.8914	0.5508	0.8914	0.9442
0.3429	54.5	654	0.8985	0.5704	0.8985	0.9479
0.3429	54.6667	656	0.9233	0.5806	0.9233	0.9609
0.3429	54.8333	658	0.9898	0.5839	0.9898	0.9949
0.3429	55.0	660	1.0997	0.5557	1.0997	1.0487
0.3429	55.1667	662	1.1563	0.5187	1.1563	1.0753
0.3429	55.3333	664	1.1553	0.5066	1.1553	1.0748
0.3429	55.5	666	1.0973	0.5413	1.0973	1.0475
0.3429	55.6667	668	1.0353	0.5289	1.0353	1.0175
0.3429	55.8333	670	1.0176	0.5437	1.0176	1.0087
0.3429	56.0	672	1.0192	0.5376	1.0192	1.0096
0.3429	56.1667	674	1.0505	0.5466	1.0505	1.0250
0.3429	56.3333	676	1.0964	0.5306	1.0964	1.0471
0.3429	56.5	678	1.1593	0.5448	1.1593	1.0767
0.3429	56.6667	680	1.1669	0.5476	1.1669	1.0802
0.3429	56.8333	682	1.0963	0.5442	1.0963	1.0470
0.3429	57.0	684	1.0716	0.5340	1.0716	1.0352
0.3429	57.1667	686	1.0602	0.5310	1.0602	1.0296
0.3429	57.3333	688	1.0907	0.5216	1.0907	1.0444
0.3429	57.5	690	1.1531	0.5044	1.1531	1.0738
0.3429	57.6667	692	1.2156	0.5139	1.2156	1.1026
0.3429	57.8333	694	1.2220	0.5101	1.2220	1.1054
0.3429	58.0	696	1.1864	0.5109	1.1864	1.0892
0.3429	58.1667	698	1.1451	0.5250	1.1451	1.0701
0.3429	58.3333	700	1.1563	0.5250	1.1563	1.0753
0.3429	58.5	702	1.1427	0.5250	1.1427	1.0690
0.3429	58.6667	704	1.1190	0.5277	1.1190	1.0578
0.3429	58.8333	706	1.0966	0.5482	1.0966	1.0472
0.3429	59.0	708	1.0561	0.5610	1.0561	1.0277
0.3429	59.1667	710	1.0323	0.5566	1.0323	1.0160
0.3429	59.3333	712	1.0527	0.5246	1.0527	1.0260
0.3429	59.5	714	1.0919	0.5220	1.0919	1.0449
0.3429	59.6667	716	1.1114	0.5072	1.1114	1.0542
0.3429	59.8333	718	1.1467	0.5107	1.1467	1.0709
0.3429	60.0	720	1.1511	0.5408	1.1511	1.0729
0.3429	60.1667	722	1.0991	0.5510	1.0991	1.0484
0.3429	60.3333	724	1.0323	0.5260	1.0323	1.0160
0.3429	60.5	726	0.9747	0.5219	0.9747	0.9873
0.3429	60.6667	728	0.9544	0.5381	0.9544	0.9769
0.3429	60.8333	730	0.9788	0.5317	0.9788	0.9893
0.3429	61.0	732	1.0038	0.5357	1.0038	1.0019
0.3429	61.1667	734	1.0490	0.5221	1.0490	1.0242
0.3429	61.3333	736	1.1228	0.5320	1.1228	1.0596
0.3429	61.5	738	1.1753	0.5071	1.1753	1.0841
0.3429	61.6667	740	1.1684	0.5071	1.1684	1.0809
0.3429	61.8333	742	1.1631	0.5258	1.1631	1.0785
0.3429	62.0	744	1.1458	0.5191	1.1458	1.0704
0.3429	62.1667	746	1.1239	0.5191	1.1239	1.0601
0.3429	62.3333	748	1.0725	0.5261	1.0725	1.0356
0.3429	62.5	750	1.0614	0.5122	1.0614	1.0302
0.3429	62.6667	752	1.0227	0.5346	1.0227	1.0113
0.3429	62.8333	754	1.0029	0.5488	1.0029	1.0014
0.3429	63.0	756	0.9963	0.5366	0.9963	0.9982
0.3429	63.1667	758	1.0357	0.5330	1.0357	1.0177
0.3429	63.3333	760	1.0989	0.5360	1.0989	1.0483
0.3429	63.5	762	1.1402	0.5425	1.1402	1.0678
0.3429	63.6667	764	1.1135	0.5425	1.1135	1.0552
0.3429	63.8333	766	1.0764	0.5541	1.0764	1.0375
0.3429	64.0	768	1.0182	0.5293	1.0182	1.0091
0.3429	64.1667	770	0.9877	0.5306	0.9877	0.9938
0.3429	64.3333	772	0.9649	0.5452	0.9649	0.9823
0.3429	64.5	774	0.9808	0.5369	0.9808	0.9904
0.3429	64.6667	776	1.0183	0.5381	1.0183	1.0091
0.3429	64.8333	778	1.0579	0.5495	1.0579	1.0285
0.3429	65.0	780	1.0710	0.5298	1.0710	1.0349
0.3429	65.1667	782	1.0978	0.5211	1.0978	1.0477
0.3429	65.3333	784	1.1008	0.5369	1.1008	1.0492
0.3429	65.5	786	1.0687	0.5148	1.0687	1.0338
0.3429	65.6667	788	1.0368	0.5045	1.0368	1.0183
0.3429	65.8333	790	1.0167	0.5044	1.0167	1.0083
0.3429	66.0	792	1.0124	0.5170	1.0124	1.0062
0.3429	66.1667	794	1.0228	0.5170	1.0228	1.0113
0.3429	66.3333	796	1.0420	0.5251	1.0420	1.0208
0.3429	66.5	798	1.0833	0.5401	1.0833	1.0408
0.3429	66.6667	800	1.1190	0.5455	1.1190	1.0578
0.3429	66.8333	802	1.1053	0.5437	1.1053	1.0513
0.3429	67.0	804	1.0727	0.5311	1.0727	1.0357
0.3429	67.1667	806	1.0089	0.5260	1.0089	1.0045
0.3429	67.3333	808	0.9831	0.5269	0.9831	0.9915
0.3429	67.5	810	0.9679	0.5347	0.9679	0.9838
0.3429	67.6667	812	0.9694	0.5386	0.9694	0.9846
0.3429	67.8333	814	0.9806	0.5403	0.9806	0.9903
0.3429	68.0	816	0.9934	0.5520	0.9934	0.9967
0.3429	68.1667	818	1.0238	0.5391	1.0238	1.0118
0.3429	68.3333	820	1.0658	0.5372	1.0658	1.0324
0.3429	68.5	822	1.0784	0.5072	1.0784	1.0385
0.3429	68.6667	824	1.0545	0.5321	1.0545	1.0269
0.3429	68.8333	826	1.0041	0.5376	1.0041	1.0021
0.3429	69.0	828	0.9774	0.5293	0.9774	0.9886
0.3429	69.1667	830	0.9589	0.5360	0.9589	0.9792
0.3429	69.3333	832	0.9499	0.5360	0.9499	0.9746
0.3429	69.5	834	0.9435	0.5360	0.9435	0.9713
0.3429	69.6667	836	0.9509	0.5360	0.9509	0.9752
0.3429	69.8333	838	0.9551	0.5218	0.9551	0.9773
0.3429	70.0	840	0.9688	0.5218	0.9688	0.9843
0.3429	70.1667	842	0.9738	0.5303	0.9738	0.9868
0.3429	70.3333	844	0.9670	0.5303	0.9670	0.9834
0.3429	70.5	846	0.9637	0.5303	0.9637	0.9817
0.3429	70.6667	848	0.9655	0.5303	0.9655	0.9826
0.3429	70.8333	850	0.9637	0.5249	0.9637	0.9817
0.3429	71.0	852	0.9463	0.5163	0.9463	0.9728
0.3429	71.1667	854	0.9492	0.5163	0.9492	0.9743
0.3429	71.3333	856	0.9818	0.5279	0.9818	0.9908
0.3429	71.5	858	1.0253	0.5352	1.0253	1.0126
0.3429	71.6667	860	1.0832	0.5038	1.0832	1.0408
0.3429	71.8333	862	1.1433	0.4923	1.1433	1.0693
0.3429	72.0	864	1.2162	0.5252	1.2162	1.1028
0.3429	72.1667	866	1.2735	0.5077	1.2735	1.1285
0.3429	72.3333	868	1.2874	0.4861	1.2874	1.1346
0.3429	72.5	870	1.2699	0.4861	1.2699	1.1269
0.3429	72.6667	872	1.2124	0.5218	1.2124	1.1011
0.3429	72.8333	874	1.1634	0.5397	1.1634	1.0786
0.3429	73.0	876	1.1533	0.5397	1.1533	1.0739
0.3429	73.1667	878	1.1712	0.5306	1.1712	1.0822
0.3429	73.3333	880	1.1737	0.5226	1.1737	1.0834
0.3429	73.5	882	1.1747	0.5226	1.1747	1.0838
0.3429	73.6667	884	1.1764	0.5176	1.1764	1.0846
0.3429	73.8333	886	1.1559	0.5064	1.1559	1.0751
0.3429	74.0	888	1.1407	0.5044	1.1407	1.0680
0.3429	74.1667	890	1.1128	0.5023	1.1128	1.0549
0.3429	74.3333	892	1.0698	0.5174	1.0698	1.0343
0.3429	74.5	894	1.0181	0.5251	1.0181	1.0090
0.3429	74.6667	896	0.9702	0.5376	0.9702	0.9850
0.3429	74.8333	898	0.9654	0.5376	0.9654	0.9826
0.3429	75.0	900	0.9834	0.5447	0.9834	0.9917
0.3429	75.1667	902	0.9851	0.5447	0.9851	0.9925
0.3429	75.3333	904	0.9922	0.5566	0.9922	0.9961
0.3429	75.5	906	1.0240	0.5466	1.0240	1.0119
0.3429	75.6667	908	1.0691	0.5166	1.0691	1.0340
0.3429	75.8333	910	1.1165	0.5342	1.1165	1.0566
0.3429	76.0	912	1.1391	0.5145	1.1391	1.0673
0.3429	76.1667	914	1.1638	0.5260	1.1638	1.0788
0.3429	76.3333	916	1.1896	0.5252	1.1896	1.0907
0.3429	76.5	918	1.1794	0.5139	1.1794	1.0860
0.3429	76.6667	920	1.1688	0.5273	1.1688	1.0811
0.3429	76.8333	922	1.1474	0.5241	1.1474	1.0712
0.3429	77.0	924	1.1228	0.5335	1.1228	1.0596
0.3429	77.1667	926	1.1206	0.5241	1.1206	1.0586
0.3429	77.3333	928	1.1306	0.5109	1.1306	1.0633
0.3429	77.5	930	1.1431	0.5109	1.1431	1.0691
0.3429	77.6667	932	1.1606	0.5109	1.1606	1.0773
0.3429	77.8333	934	1.1666	0.5109	1.1666	1.0801
0.3429	78.0	936	1.1456	0.5109	1.1456	1.0703
0.3429	78.1667	938	1.1114	0.5335	1.1114	1.0542
0.3429	78.3333	940	1.1000	0.5335	1.1000	1.0488
0.3429	78.5	942	1.0876	0.5439	1.0876	1.0429
0.3429	78.6667	944	1.0748	0.5253	1.0748	1.0367
0.3429	78.8333	946	1.0951	0.5363	1.0951	1.0465
0.3429	79.0	948	1.1264	0.5295	1.1264	1.0613
0.3429	79.1667	950	1.1560	0.5149	1.1560	1.0752
0.3429	79.3333	952	1.1702	0.5092	1.1702	1.0818
0.3429	79.5	954	1.1628	0.5092	1.1628	1.0783
0.3429	79.6667	956	1.1237	0.5299	1.1237	1.0600
0.3429	79.8333	958	1.0775	0.5248	1.0775	1.0380
0.3429	80.0	960	1.0249	0.5486	1.0249	1.0123
0.3429	80.1667	962	0.9957	0.5415	0.9957	0.9979
0.3429	80.3333	964	0.9893	0.5289	0.9893	0.9946
0.3429	80.5	966	1.0061	0.5415	1.0061	1.0030
0.3429	80.6667	968	1.0284	0.5486	1.0284	1.0141
0.3429	80.8333	970	1.0375	0.5246	1.0375	1.0186
0.3429	81.0	972	1.0308	0.5394	1.0308	1.0153
0.3429	81.1667	974	1.0306	0.5515	1.0306	1.0152
0.3429	81.3333	976	1.0489	0.5358	1.0489	1.0242
0.3429	81.5	978	1.0653	0.5348	1.0653	1.0321
0.3429	81.6667	980	1.0835	0.5289	1.0835	1.0409
0.3429	81.8333	982	1.1001	0.5222	1.1001	1.0488
0.3429	82.0	984	1.1098	0.5214	1.1098	1.0535
0.3429	82.1667	986	1.1033	0.5214	1.1033	1.0504
0.3429	82.3333	988	1.0831	0.5289	1.0831	1.0407
0.3429	82.5	990	1.0411	0.5303	1.0411	1.0203
0.3429	82.6667	992	1.0146	0.5279	1.0146	1.0073
0.3429	82.8333	994	1.0063	0.5279	1.0063	1.0032
0.3429	83.0	996	1.0116	0.5303	1.0116	1.0058
0.3429	83.1667	998	1.0346	0.5156	1.0346	1.0172
0.0449	83.3333	1000	1.0620	0.5220	1.0620	1.0305
0.0449	83.5	1002	1.0717	0.5220	1.0717	1.0352
0.0449	83.6667	1004	1.0830	0.5220	1.0830	1.0407
0.0449	83.8333	1006	1.0818	0.5220	1.0818	1.0401
0.0449	84.0	1008	1.0746	0.5220	1.0746	1.0366
0.0449	84.1667	1010	1.0639	0.5220	1.0639	1.0315

Framework versions

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