README.md

metadata

library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
  - generated_from_trainer
model-index:
  - name: >-
      ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task1_organization
    results: []

ArabicNewSplits7_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: 1.4707
• Qwk: 0.3937
• Mse: 1.4707
• Rmse: 1.2127

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	0.2222	2	7.2663	-0.0211	7.2663	2.6956
No log	0.4444	4	4.4662	0.0769	4.4662	2.1133
No log	0.6667	6	3.2771	-0.0328	3.2771	1.8103
No log	0.8889	8	4.0667	-0.0478	4.0667	2.0166
No log	1.1111	10	3.1854	0.0637	3.1854	1.7848
No log	1.3333	12	1.8423	0.0367	1.8423	1.3573
No log	1.5556	14	1.7113	0.1165	1.7113	1.3081
No log	1.7778	16	1.8216	0.1165	1.8216	1.3497
No log	2.0	18	1.9718	0.1682	1.9718	1.4042
No log	2.2222	20	1.9978	0.1495	1.9978	1.4134
No log	2.4444	22	2.0375	0.125	2.0375	1.4274
No log	2.6667	24	2.2224	0.0451	2.2224	1.4908
No log	2.8889	26	2.3459	0.0	2.3459	1.5316
No log	3.1111	28	2.2831	0.0588	2.2831	1.5110
No log	3.3333	30	2.0681	0.2063	2.0681	1.4381
No log	3.5556	32	1.8135	0.1982	1.8135	1.3466
No log	3.7778	34	1.7493	0.2807	1.7493	1.3226
No log	4.0	36	1.6548	0.2807	1.6548	1.2864
No log	4.2222	38	1.7410	0.3443	1.7410	1.3195
No log	4.4444	40	1.8292	0.3175	1.8292	1.3525
No log	4.6667	42	1.8931	0.2707	1.8931	1.3759
No log	4.8889	44	1.6615	0.352	1.6615	1.2890
No log	5.1111	46	1.3972	0.3967	1.3972	1.1820
No log	5.3333	48	1.3776	0.3934	1.3776	1.1737
No log	5.5556	50	1.6284	0.4203	1.6284	1.2761
No log	5.7778	52	1.2750	0.3840	1.2750	1.1292
No log	6.0	54	1.0499	0.5968	1.0499	1.0246
No log	6.2222	56	1.0287	0.5920	1.0287	1.0143
No log	6.4444	58	1.2256	0.4160	1.2256	1.1071
No log	6.6667	60	1.1259	0.5238	1.1259	1.0611
No log	6.8889	62	1.0740	0.6614	1.0740	1.0363
No log	7.1111	64	1.3239	0.4923	1.3239	1.1506
No log	7.3333	66	1.1462	0.5538	1.1462	1.0706
No log	7.5556	68	1.2222	0.5	1.2222	1.1055
No log	7.7778	70	1.4997	0.3529	1.4997	1.2246
No log	8.0	72	1.0615	0.5538	1.0615	1.0303
No log	8.2222	74	1.3204	0.4923	1.3204	1.1491
No log	8.4444	76	1.5444	0.3529	1.5444	1.2427
No log	8.6667	78	1.2189	0.5075	1.2189	1.1040
No log	8.8889	80	1.0744	0.6119	1.0744	1.0365
No log	9.1111	82	1.0349	0.6222	1.0349	1.0173
No log	9.3333	84	1.2701	0.5075	1.2701	1.1270
No log	9.5556	86	1.4434	0.4242	1.4434	1.2014
No log	9.7778	88	1.1324	0.6567	1.1324	1.0641
No log	10.0	90	1.0380	0.5984	1.0380	1.0188
No log	10.2222	92	1.1113	0.6357	1.1113	1.0542
No log	10.4444	94	1.2307	0.6094	1.2307	1.1094
No log	10.6667	96	1.1945	0.5984	1.1945	1.0929
No log	10.8889	98	1.2684	0.6094	1.2684	1.1262
No log	11.1111	100	1.1533	0.6308	1.1533	1.0739
No log	11.3333	102	1.0640	0.6466	1.0640	1.0315
No log	11.5556	104	1.0391	0.6617	1.0391	1.0194
No log	11.7778	106	1.2299	0.5037	1.2299	1.1090
No log	12.0	108	1.4973	0.3830	1.4973	1.2236
No log	12.2222	110	1.4587	0.3857	1.4587	1.2078
No log	12.4444	112	1.0690	0.5778	1.0690	1.0339
No log	12.6667	114	1.0302	0.5612	1.0302	1.0150
No log	12.8889	116	1.3155	0.4559	1.3155	1.1469
No log	13.1111	118	1.5061	0.3824	1.5061	1.2272
No log	13.3333	120	1.5150	0.4148	1.5150	1.2309
No log	13.5556	122	1.6787	0.2615	1.6787	1.2956
No log	13.7778	124	1.6419	0.3016	1.6419	1.2814
No log	14.0	126	1.4505	0.4806	1.4505	1.2044
No log	14.2222	128	1.2557	0.4138	1.2557	1.1206
No log	14.4444	130	1.2137	0.4746	1.2137	1.1017
No log	14.6667	132	1.3394	0.5116	1.3394	1.1573
No log	14.8889	134	1.5971	0.3433	1.5971	1.2638
No log	15.1111	136	1.5112	0.4211	1.5112	1.2293
No log	15.3333	138	1.1919	0.528	1.1919	1.0917
No log	15.5556	140	1.2476	0.4132	1.2476	1.1170
No log	15.7778	142	1.2002	0.4590	1.2002	1.0955
No log	16.0	144	1.1967	0.5079	1.1967	1.0939
No log	16.2222	146	1.4082	0.4328	1.4082	1.1867
No log	16.4444	148	1.7819	0.2837	1.7819	1.3349
No log	16.6667	150	1.6720	0.3333	1.6720	1.2931
No log	16.8889	152	1.3216	0.5039	1.3216	1.1496
No log	17.1111	154	1.2093	0.4370	1.2093	1.0997
No log	17.3333	156	1.2300	0.4500	1.2300	1.1091
No log	17.5556	158	1.1720	0.5484	1.1720	1.0826
No log	17.7778	160	1.4889	0.4179	1.4889	1.2202
No log	18.0	162	1.7325	0.3022	1.7325	1.3163
No log	18.2222	164	1.5636	0.3688	1.5636	1.2504
No log	18.4444	166	1.3298	0.4348	1.3298	1.1532
No log	18.6667	168	1.2348	0.5	1.2348	1.1112
No log	18.8889	170	1.2926	0.4925	1.2926	1.1369
No log	19.1111	172	1.2544	0.5625	1.2544	1.1200
No log	19.3333	174	1.2409	0.56	1.2409	1.1140
No log	19.5556	176	1.1968	0.4274	1.1968	1.0940
No log	19.7778	178	1.1840	0.4407	1.1840	1.0881
No log	20.0	180	1.2348	0.5323	1.2348	1.1112
No log	20.2222	182	1.3724	0.5385	1.3724	1.1715
No log	20.4444	184	1.3402	0.5344	1.3402	1.1577
No log	20.6667	186	1.1611	0.5426	1.1611	1.0775
No log	20.8889	188	1.1120	0.5669	1.1120	1.0545
No log	21.1111	190	1.0957	0.5669	1.0957	1.0468
No log	21.3333	192	1.2579	0.5152	1.2579	1.1216
No log	21.5556	194	1.5292	0.3650	1.5292	1.2366
No log	21.7778	196	1.4392	0.4427	1.4392	1.1997
No log	22.0	198	1.2848	0.5354	1.2848	1.1335
No log	22.2222	200	1.2575	0.528	1.2575	1.1214
No log	22.4444	202	1.2452	0.5484	1.2452	1.1159
No log	22.6667	204	1.2679	0.528	1.2679	1.1260
No log	22.8889	206	1.3228	0.5156	1.3228	1.1501
No log	23.1111	208	1.3074	0.5354	1.3074	1.1434
No log	23.3333	210	1.2375	0.5354	1.2375	1.1124
No log	23.5556	212	1.1700	0.5484	1.1700	1.0817
No log	23.7778	214	1.2006	0.5397	1.2006	1.0957
No log	24.0	216	1.2805	0.5354	1.2805	1.1316
No log	24.2222	218	1.3346	0.5512	1.3346	1.1552
No log	24.4444	220	1.4698	0.4769	1.4698	1.2123
No log	24.6667	222	1.6323	0.3212	1.6323	1.2776
No log	24.8889	224	1.5492	0.4361	1.5492	1.2447
No log	25.1111	226	1.3078	0.5469	1.3078	1.1436
No log	25.3333	228	1.2016	0.4333	1.2016	1.0962
No log	25.5556	230	1.2055	0.3866	1.2055	1.0979
No log	25.7778	232	1.1740	0.544	1.1740	1.0835
No log	26.0	234	1.3201	0.5426	1.3201	1.1489
No log	26.2222	236	1.6430	0.3043	1.6430	1.2818
No log	26.4444	238	1.6795	0.3043	1.6795	1.2959
No log	26.6667	240	1.3988	0.4962	1.3988	1.1827
No log	26.8889	242	1.1467	0.5600	1.1467	1.0708
No log	27.1111	244	1.1631	0.4878	1.1631	1.0785
No log	27.3333	246	1.1976	0.5082	1.1976	1.0943
No log	27.5556	248	1.3538	0.4882	1.3538	1.1635
No log	27.7778	250	1.5503	0.3556	1.5503	1.2451
No log	28.0	252	1.5054	0.3969	1.5054	1.2269
No log	28.2222	254	1.3514	0.5079	1.3514	1.1625
No log	28.4444	256	1.2943	0.4500	1.2943	1.1377
No log	28.6667	258	1.3077	0.4628	1.3077	1.1435
No log	28.8889	260	1.4109	0.48	1.4109	1.1878
No log	29.1111	262	1.5707	0.3759	1.5707	1.2533
No log	29.3333	264	1.5903	0.3308	1.5903	1.2611
No log	29.5556	266	1.4002	0.4094	1.4002	1.1833
No log	29.7778	268	1.2518	0.4677	1.2518	1.1189
No log	30.0	270	1.2202	0.512	1.2202	1.1046
No log	30.2222	272	1.2610	0.5426	1.2610	1.1229
No log	30.4444	274	1.4626	0.3969	1.4626	1.2094
No log	30.6667	276	1.6943	0.2774	1.6943	1.3016
No log	30.8889	278	1.6406	0.2941	1.6406	1.2809
No log	31.1111	280	1.4340	0.4308	1.4340	1.1975
No log	31.3333	282	1.2482	0.5312	1.2482	1.1172
No log	31.5556	284	1.2403	0.5556	1.2403	1.1137
No log	31.7778	286	1.2490	0.5512	1.2490	1.1176
No log	32.0	288	1.3462	0.4531	1.3462	1.1603
No log	32.2222	290	1.4032	0.4	1.4032	1.1846
No log	32.4444	292	1.3608	0.4615	1.3608	1.1665
No log	32.6667	294	1.3328	0.4733	1.3328	1.1545
No log	32.8889	296	1.4087	0.4394	1.4087	1.1869
No log	33.1111	298	1.5017	0.3582	1.5017	1.2255
No log	33.3333	300	1.4926	0.3582	1.4926	1.2217
No log	33.5556	302	1.3921	0.4511	1.3921	1.1799
No log	33.7778	304	1.3651	0.4769	1.3651	1.1684
No log	34.0	306	1.4468	0.4179	1.4468	1.2028
No log	34.2222	308	1.5554	0.3636	1.5554	1.2472
No log	34.4444	310	1.5072	0.3636	1.5072	1.2277
No log	34.6667	312	1.3534	0.4921	1.3534	1.1633
No log	34.8889	314	1.3028	0.512	1.3028	1.1414
No log	35.1111	316	1.2520	0.5082	1.2520	1.1189
No log	35.3333	318	1.2757	0.5197	1.2757	1.1295
No log	35.5556	320	1.4082	0.4361	1.4082	1.1867
No log	35.7778	322	1.6252	0.3382	1.6252	1.2748
No log	36.0	324	1.7851	0.3165	1.7851	1.3361
No log	36.2222	326	1.6918	0.3382	1.6918	1.3007
No log	36.4444	328	1.3788	0.4545	1.3788	1.1742
No log	36.6667	330	1.2568	0.5	1.2568	1.1211
No log	36.8889	332	1.2755	0.5203	1.2755	1.1294
No log	37.1111	334	1.3525	0.4921	1.3525	1.1630
No log	37.3333	336	1.4716	0.4122	1.4716	1.2131
No log	37.5556	338	1.4774	0.4122	1.4774	1.2155
No log	37.7778	340	1.3615	0.4375	1.3615	1.1668
No log	38.0	342	1.3205	0.4651	1.3205	1.1491
No log	38.2222	344	1.2971	0.4769	1.2971	1.1389
No log	38.4444	346	1.3765	0.4	1.3765	1.1732
No log	38.6667	348	1.3734	0.4615	1.3734	1.1719
No log	38.8889	350	1.4028	0.4341	1.4028	1.1844
No log	39.1111	352	1.4381	0.4341	1.4381	1.1992
No log	39.3333	354	1.3887	0.4531	1.3887	1.1784
No log	39.5556	356	1.4135	0.4252	1.4135	1.1889
No log	39.7778	358	1.4031	0.4252	1.4031	1.1845
No log	40.0	360	1.4714	0.3937	1.4714	1.2130
No log	40.2222	362	1.4428	0.3968	1.4428	1.2012
No log	40.4444	364	1.3422	0.4754	1.3422	1.1585
No log	40.6667	366	1.2989	0.5041	1.2989	1.1397
No log	40.8889	368	1.3377	0.4921	1.3377	1.1566
No log	41.1111	370	1.4280	0.4154	1.4280	1.1950
No log	41.3333	372	1.4252	0.4154	1.4252	1.1938
No log	41.5556	374	1.4690	0.4275	1.4690	1.2120
No log	41.7778	376	1.4475	0.4275	1.4475	1.2031
No log	42.0	378	1.3401	0.4531	1.3401	1.1576
No log	42.2222	380	1.2377	0.5484	1.2377	1.1125
No log	42.4444	382	1.2327	0.56	1.2327	1.1103
No log	42.6667	384	1.2862	0.4839	1.2862	1.1341
No log	42.8889	386	1.4441	0.4341	1.4441	1.2017
No log	43.1111	388	1.5926	0.3609	1.5926	1.2620
No log	43.3333	390	1.6280	0.3609	1.6280	1.2759
No log	43.5556	392	1.5260	0.4186	1.5260	1.2353
No log	43.7778	394	1.4509	0.4065	1.4509	1.2045
No log	44.0	396	1.4259	0.4463	1.4259	1.1941
No log	44.2222	398	1.4178	0.4370	1.4178	1.1907
No log	44.4444	400	1.4097	0.4463	1.4097	1.1873
No log	44.6667	402	1.4124	0.4444	1.4124	1.1885
No log	44.8889	404	1.4394	0.4094	1.4394	1.1998
No log	45.1111	406	1.4366	0.4062	1.4366	1.1986
No log	45.3333	408	1.4338	0.4697	1.4338	1.1974
No log	45.5556	410	1.4268	0.4697	1.4268	1.1945
No log	45.7778	412	1.4869	0.4060	1.4869	1.2194
No log	46.0	414	1.6370	0.3111	1.6370	1.2795
No log	46.2222	416	1.6821	0.3111	1.6821	1.2970
No log	46.4444	418	1.5853	0.3556	1.5853	1.2591
No log	46.6667	420	1.5339	0.4091	1.5339	1.2385
No log	46.8889	422	1.4520	0.3937	1.4520	1.2050
No log	47.1111	424	1.4407	0.4034	1.4407	1.2003
No log	47.3333	426	1.4508	0.4202	1.4508	1.2045
No log	47.5556	428	1.4842	0.3802	1.4842	1.2183
No log	47.7778	430	1.5448	0.3622	1.5448	1.2429
No log	48.0	432	1.6535	0.3459	1.6535	1.2859
No log	48.2222	434	1.7486	0.3407	1.7486	1.3223
No log	48.4444	436	1.7570	0.3407	1.7570	1.3255
No log	48.6667	438	1.7103	0.3433	1.7103	1.3078
No log	48.8889	440	1.5758	0.3459	1.5758	1.2553
No log	49.1111	442	1.4196	0.4219	1.4196	1.1915
No log	49.3333	444	1.3242	0.4882	1.3242	1.1507
No log	49.5556	446	1.3180	0.4603	1.3180	1.1481
No log	49.7778	448	1.3445	0.4444	1.3445	1.1595
No log	50.0	450	1.3825	0.4127	1.3825	1.1758
No log	50.2222	452	1.4458	0.3651	1.4458	1.2024
No log	50.4444	454	1.5561	0.4154	1.5561	1.2474
No log	50.6667	456	1.6596	0.3459	1.6596	1.2883
No log	50.8889	458	1.7365	0.3407	1.7365	1.3178
No log	51.1111	460	1.6824	0.3459	1.6824	1.2971
No log	51.3333	462	1.5394	0.3817	1.5394	1.2407
No log	51.5556	464	1.4467	0.3651	1.4467	1.2028
No log	51.7778	466	1.4010	0.4160	1.4010	1.1836
No log	52.0	468	1.3868	0.4426	1.3868	1.1776
No log	52.2222	470	1.3920	0.4426	1.3920	1.1798
No log	52.4444	472	1.4254	0.3871	1.4254	1.1939
No log	52.6667	474	1.4910	0.4031	1.4910	1.2211
No log	52.8889	476	1.5473	0.3846	1.5473	1.2439
No log	53.1111	478	1.5238	0.3846	1.5238	1.2344
No log	53.3333	480	1.5112	0.3846	1.5112	1.2293
No log	53.5556	482	1.4234	0.4252	1.4234	1.1931
No log	53.7778	484	1.3787	0.4160	1.3787	1.1742
No log	54.0	486	1.3772	0.4160	1.3772	1.1735
No log	54.2222	488	1.4514	0.4219	1.4514	1.2047
No log	54.4444	490	1.5768	0.3664	1.5768	1.2557
No log	54.6667	492	1.5912	0.3846	1.5912	1.2614
No log	54.8889	494	1.5109	0.4031	1.5109	1.2292
No log	55.1111	496	1.4449	0.3871	1.4449	1.2020
No log	55.3333	498	1.4260	0.3866	1.4260	1.1942
0.313	55.5556	500	1.4107	0.3729	1.4107	1.1877
0.313	55.7778	502	1.4343	0.3740	1.4343	1.1976
0.313	56.0	504	1.4529	0.3871	1.4529	1.2053
0.313	56.2222	506	1.4490	0.384	1.4490	1.2038
0.313	56.4444	508	1.4414	0.3622	1.4414	1.2006
0.313	56.6667	510	1.4645	0.3622	1.4645	1.2102
0.313	56.8889	512	1.4631	0.3622	1.4631	1.2096
0.313	57.1111	514	1.4531	0.3651	1.4531	1.2054
0.313	57.3333	516	1.4378	0.4160	1.4378	1.1991
0.313	57.5556	518	1.4529	0.3871	1.4529	1.2054
0.313	57.7778	520	1.4919	0.3360	1.4919	1.2214
0.313	58.0	522	1.5369	0.3622	1.5369	1.2397
0.313	58.2222	524	1.5862	0.3566	1.5862	1.2595
0.313	58.4444	526	1.5689	0.3566	1.5689	1.2526
0.313	58.6667	528	1.4749	0.3906	1.4749	1.2145
0.313	58.8889	530	1.3808	0.3968	1.3808	1.1751
0.313	59.1111	532	1.3338	0.4603	1.3338	1.1549
0.313	59.3333	534	1.3437	0.4480	1.3437	1.1592
0.313	59.5556	536	1.3859	0.4355	1.3859	1.1772
0.313	59.7778	538	1.4275	0.4160	1.4275	1.1948
0.313	60.0	540	1.4978	0.368	1.4978	1.2238
0.313	60.2222	542	1.5657	0.3465	1.5657	1.2513
0.313	60.4444	544	1.5988	0.3876	1.5988	1.2644
0.313	60.6667	546	1.5525	0.3465	1.5525	1.2460
0.313	60.8889	548	1.4606	0.3871	1.4606	1.2086
0.313	61.1111	550	1.3876	0.3866	1.3876	1.1780
0.313	61.3333	552	1.3653	0.3130	1.3653	1.1685
0.313	61.5556	554	1.3662	0.3130	1.3662	1.1689
0.313	61.7778	556	1.3803	0.3866	1.3803	1.1749
0.313	62.0	558	1.4360	0.3968	1.4360	1.1983
0.313	62.2222	560	1.4770	0.3360	1.4770	1.2153
0.313	62.4444	562	1.4626	0.3937	1.4626	1.2094
0.313	62.6667	564	1.4358	0.3937	1.4358	1.1983
0.313	62.8889	566	1.3591	0.4160	1.3591	1.1658
0.313	63.1111	568	1.3281	0.4553	1.3281	1.1524
0.313	63.3333	570	1.3343	0.4553	1.3343	1.1551
0.313	63.5556	572	1.3664	0.4355	1.3664	1.1689
0.313	63.7778	574	1.4495	0.3651	1.4495	1.2040
0.313	64.0	576	1.5606	0.3876	1.5606	1.2492
0.313	64.2222	578	1.6106	0.3692	1.6106	1.2691
0.313	64.4444	580	1.5723	0.3876	1.5723	1.2539
0.313	64.6667	582	1.4710	0.3651	1.4710	1.2129
0.313	64.8889	584	1.3924	0.4065	1.3924	1.1800
0.313	65.1111	586	1.3444	0.3866	1.3444	1.1595
0.313	65.3333	588	1.3195	0.3866	1.3195	1.1487
0.313	65.5556	590	1.2958	0.4463	1.2958	1.1383
0.313	65.7778	592	1.2975	0.4839	1.2975	1.1391
0.313	66.0	594	1.3548	0.4094	1.3548	1.1640
0.313	66.2222	596	1.4479	0.4308	1.4479	1.2033
0.313	66.4444	598	1.5200	0.3969	1.5200	1.2329
0.313	66.6667	600	1.5636	0.3692	1.5636	1.2504
0.313	66.8889	602	1.5469	0.3692	1.5469	1.2437
0.313	67.1111	604	1.5111	0.4154	1.5111	1.2292
0.313	67.3333	606	1.4796	0.4031	1.4796	1.2164
0.313	67.5556	608	1.4203	0.4094	1.4203	1.1918
0.313	67.7778	610	1.3981	0.4094	1.3981	1.1824
0.313	68.0	612	1.4095	0.4094	1.4095	1.1872
0.313	68.2222	614	1.3986	0.4480	1.3986	1.1826
0.313	68.4444	616	1.3674	0.4480	1.3674	1.1694
0.313	68.6667	618	1.3485	0.4553	1.3485	1.1613
0.313	68.8889	620	1.3465	0.4839	1.3465	1.1604
0.313	69.1111	622	1.3504	0.4480	1.3504	1.1621
0.313	69.3333	624	1.3711	0.4355	1.3711	1.1709
0.313	69.5556	626	1.4083	0.4286	1.4083	1.1867
0.313	69.7778	628	1.4254	0.4286	1.4254	1.1939
0.313	70.0	630	1.4494	0.4375	1.4494	1.2039
0.313	70.2222	632	1.4546	0.3780	1.4546	1.2061
0.313	70.4444	634	1.4615	0.3906	1.4615	1.2089
0.313	70.6667	636	1.4466	0.3906	1.4466	1.2028
0.313	70.8889	638	1.3992	0.4762	1.3992	1.1829
0.313	71.1111	640	1.3551	0.496	1.3551	1.1641
0.313	71.3333	642	1.3168	0.4677	1.3168	1.1475
0.313	71.5556	644	1.2849	0.4754	1.2849	1.1335
0.313	71.7778	646	1.2778	0.5161	1.2778	1.1304
0.313	72.0	648	1.2877	0.496	1.2877	1.1348
0.313	72.2222	650	1.3285	0.4531	1.3285	1.1526
0.313	72.4444	652	1.3870	0.4462	1.3870	1.1777
0.313	72.6667	654	1.4253	0.4186	1.4253	1.1939
0.313	72.8889	656	1.4608	0.4186	1.4608	1.2087
0.313	73.1111	658	1.4609	0.4186	1.4609	1.2087
0.313	73.3333	660	1.4222	0.4186	1.4222	1.1925
0.313	73.5556	662	1.3863	0.4308	1.3863	1.1774
0.313	73.7778	664	1.3260	0.4462	1.3260	1.1515
0.313	74.0	666	1.2681	0.4341	1.2681	1.1261
0.313	74.2222	668	1.2487	0.4462	1.2487	1.1174
0.313	74.4444	670	1.2529	0.4462	1.2529	1.1193
0.313	74.6667	672	1.2701	0.4462	1.2701	1.1270
0.313	74.8889	674	1.2873	0.4341	1.2873	1.1346
0.313	75.1111	676	1.3436	0.4341	1.3436	1.1592
0.313	75.3333	678	1.4341	0.4186	1.4341	1.1975
0.313	75.5556	680	1.5006	0.4154	1.5006	1.2250
0.313	75.7778	682	1.5548	0.4154	1.5548	1.2469
0.313	76.0	684	1.5725	0.4154	1.5725	1.2540
0.313	76.2222	686	1.5250	0.4154	1.5250	1.2349
0.313	76.4444	688	1.4889	0.4154	1.4889	1.2202
0.313	76.6667	690	1.4530	0.3937	1.4530	1.2054
0.313	76.8889	692	1.4233	0.3937	1.4233	1.1930
0.313	77.1111	694	1.4073	0.3937	1.4073	1.1863
0.313	77.3333	696	1.4049	0.3968	1.4049	1.1853
0.313	77.5556	698	1.3926	0.4160	1.3926	1.1801
0.313	77.7778	700	1.3800	0.4160	1.3800	1.1747
0.313	78.0	702	1.3781	0.3871	1.3781	1.1739
0.313	78.2222	704	1.3915	0.4160	1.3915	1.1796
0.313	78.4444	706	1.4138	0.3937	1.4138	1.1891
0.313	78.6667	708	1.4345	0.3937	1.4345	1.1977
0.313	78.8889	710	1.4655	0.3937	1.4655	1.2106
0.313	79.1111	712	1.4640	0.3937	1.4640	1.2100
0.313	79.3333	714	1.4370	0.3937	1.4370	1.1987
0.313	79.5556	716	1.4013	0.4219	1.4013	1.1838
0.313	79.7778	718	1.3779	0.3937	1.3779	1.1739
0.313	80.0	720	1.3746	0.3937	1.3746	1.1724
0.313	80.2222	722	1.3799	0.3937	1.3799	1.1747
0.313	80.4444	724	1.3760	0.3937	1.3760	1.1730
0.313	80.6667	726	1.3828	0.4219	1.3828	1.1759
0.313	80.8889	728	1.3993	0.4219	1.3993	1.1829
0.313	81.1111	730	1.4091	0.4219	1.4091	1.1871
0.313	81.3333	732	1.4041	0.4219	1.4041	1.1850
0.313	81.5556	734	1.3913	0.4219	1.3913	1.1795
0.313	81.7778	736	1.3924	0.4219	1.3924	1.1800
0.313	82.0	738	1.3955	0.4219	1.3955	1.1813
0.313	82.2222	740	1.4013	0.4219	1.4013	1.1838
0.313	82.4444	742	1.4164	0.4219	1.4164	1.1901
0.313	82.6667	744	1.4401	0.3937	1.4401	1.2000
0.313	82.8889	746	1.4523	0.4062	1.4523	1.2051
0.313	83.1111	748	1.4430	0.4062	1.4430	1.2012
0.313	83.3333	750	1.4118	0.3937	1.4118	1.1882
0.313	83.5556	752	1.3839	0.4219	1.3839	1.1764
0.313	83.7778	754	1.3586	0.4219	1.3586	1.1656
0.313	84.0	756	1.3292	0.3937	1.3292	1.1529
0.313	84.2222	758	1.3247	0.4409	1.3247	1.1510
0.313	84.4444	760	1.3220	0.4603	1.3220	1.1498
0.313	84.6667	762	1.3345	0.4127	1.3345	1.1552
0.313	84.8889	764	1.3519	0.3937	1.3519	1.1627
0.313	85.1111	766	1.3656	0.3937	1.3656	1.1686
0.313	85.3333	768	1.3845	0.3937	1.3845	1.1767
0.313	85.5556	770	1.3964	0.3937	1.3964	1.1817
0.313	85.7778	772	1.4066	0.3937	1.4066	1.1860
0.313	86.0	774	1.4076	0.3937	1.4076	1.1864
0.313	86.2222	776	1.4000	0.3651	1.4000	1.1832
0.313	86.4444	778	1.3947	0.3937	1.3947	1.1810
0.313	86.6667	780	1.3867	0.4320	1.3867	1.1776
0.313	86.8889	782	1.3788	0.4355	1.3788	1.1742
0.313	87.1111	784	1.3737	0.4355	1.3737	1.1721
0.313	87.3333	786	1.3754	0.4320	1.3754	1.1728
0.313	87.5556	788	1.3854	0.4320	1.3854	1.1770
0.313	87.7778	790	1.4004	0.4219	1.4004	1.1834
0.313	88.0	792	1.4035	0.4219	1.4035	1.1847
0.313	88.2222	794	1.3953	0.4219	1.3953	1.1812
0.313	88.4444	796	1.3708	0.4127	1.3708	1.1708
0.313	88.6667	798	1.3503	0.4320	1.3503	1.1620
0.313	88.8889	800	1.3414	0.4320	1.3414	1.1582
0.313	89.1111	802	1.3463	0.4320	1.3463	1.1603
0.313	89.3333	804	1.3579	0.4320	1.3579	1.1653
0.313	89.5556	806	1.3778	0.3937	1.3778	1.1738
0.313	89.7778	808	1.3939	0.4219	1.3939	1.1806
0.313	90.0	810	1.4041	0.4219	1.4041	1.1849
0.313	90.2222	812	1.4230	0.3937	1.4230	1.1929
0.313	90.4444	814	1.4314	0.3937	1.4314	1.1964
0.313	90.6667	816	1.4485	0.3937	1.4485	1.2035
0.313	90.8889	818	1.4733	0.4062	1.4733	1.2138
0.313	91.1111	820	1.4886	0.4031	1.4886	1.2201
0.313	91.3333	822	1.4933	0.4031	1.4933	1.2220
0.313	91.5556	824	1.4873	0.4062	1.4873	1.2196
0.313	91.7778	826	1.4836	0.4062	1.4836	1.2180
0.313	92.0	828	1.4811	0.4062	1.4811	1.2170
0.313	92.2222	830	1.4716	0.4062	1.4716	1.2131
0.313	92.4444	832	1.4696	0.4062	1.4696	1.2123
0.313	92.6667	834	1.4594	0.4062	1.4594	1.2081
0.313	92.8889	836	1.4442	0.3937	1.4442	1.2018
0.313	93.1111	838	1.4359	0.3937	1.4359	1.1983
0.313	93.3333	840	1.4327	0.3937	1.4327	1.1970
0.313	93.5556	842	1.4339	0.3937	1.4339	1.1975
0.313	93.7778	844	1.4306	0.3937	1.4306	1.1961
0.313	94.0	846	1.4274	0.3937	1.4274	1.1947
0.313	94.2222	848	1.4334	0.3937	1.4334	1.1972
0.313	94.4444	850	1.4469	0.3937	1.4469	1.2029
0.313	94.6667	852	1.4612	0.4062	1.4612	1.2088
0.313	94.8889	854	1.4751	0.4062	1.4751	1.2145
0.313	95.1111	856	1.4896	0.4062	1.4896	1.2205
0.313	95.3333	858	1.4980	0.4062	1.4980	1.2239
0.313	95.5556	860	1.5048	0.4062	1.5048	1.2267
0.313	95.7778	862	1.5131	0.4062	1.5131	1.2301
0.313	96.0	864	1.5191	0.4062	1.5191	1.2325
0.313	96.2222	866	1.5245	0.4062	1.5245	1.2347
0.313	96.4444	868	1.5256	0.4062	1.5256	1.2352
0.313	96.6667	870	1.5208	0.4062	1.5208	1.2332
0.313	96.8889	872	1.5183	0.4062	1.5183	1.2322
0.313	97.1111	874	1.5124	0.4062	1.5124	1.2298
0.313	97.3333	876	1.5098	0.4062	1.5098	1.2288
0.313	97.5556	878	1.5061	0.4062	1.5061	1.2272
0.313	97.7778	880	1.5008	0.4062	1.5008	1.2251
0.313	98.0	882	1.4947	0.4062	1.4947	1.2226
0.313	98.2222	884	1.4901	0.4062	1.4901	1.2207
0.313	98.4444	886	1.4851	0.4062	1.4851	1.2186
0.313	98.6667	888	1.4798	0.4062	1.4798	1.2165
0.313	98.8889	890	1.4751	0.3937	1.4751	1.2146
0.313	99.1111	892	1.4721	0.3937	1.4721	1.2133
0.313	99.3333	894	1.4705	0.3937	1.4705	1.2127
0.313	99.5556	896	1.4703	0.3937	1.4703	1.2126
0.313	99.7778	898	1.4707	0.3937	1.4707	1.2127
0.313	100.0	900	1.4707	0.3937	1.4707	1.2127

Framework versions

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