RoBERTa-legal-de-cased_German_legal_SQuAD_part_augmented_1000

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

• Loss: 1.5096

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: 128
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 1000

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	4	6.2837
No log	2.0	8	6.2533
No log	3.0	12	5.9481
No log	4.0	16	5.3996
No log	5.0	20	5.1070
No log	6.0	24	4.8339
No log	7.0	28	4.4593
No log	8.0	32	4.2903
No log	9.0	36	4.0889
No log	10.0	40	3.9262
No log	11.0	44	3.6990
No log	12.0	48	3.4630
No log	13.0	52	3.3548
No log	14.0	56	3.2229
No log	15.0	60	3.0759
No log	16.0	64	2.9493
No log	17.0	68	2.8026
No log	18.0	72	2.7271
No log	19.0	76	2.6537
No log	20.0	80	2.4722
No log	21.0	84	2.4787
No log	22.0	88	2.2904
No log	23.0	92	2.2285
No log	24.0	96	2.0506
No log	25.0	100	2.0258
No log	26.0	104	2.0884
No log	27.0	108	1.7258
No log	28.0	112	1.8528
No log	29.0	116	1.6107
No log	30.0	120	1.8070
No log	31.0	124	1.6551
No log	32.0	128	1.5060
No log	33.0	132	1.4780
No log	34.0	136	1.5360
No log	35.0	140	1.5973
No log	36.0	144	1.5081
No log	37.0	148	1.5293
No log	38.0	152	1.5699
No log	39.0	156	1.3789
No log	40.0	160	1.3797
No log	41.0	164	1.4293
No log	42.0	168	1.3601
No log	43.0	172	1.3191
No log	44.0	176	1.2775
No log	45.0	180	1.3186
No log	46.0	184	1.2806
No log	47.0	188	1.3256
No log	48.0	192	1.3248
No log	49.0	196	1.3389
No log	50.0	200	1.2985
No log	51.0	204	1.2470
No log	52.0	208	1.2510
No log	53.0	212	1.3762
No log	54.0	216	1.2690
No log	55.0	220	1.3169
No log	56.0	224	1.3142
No log	57.0	228	1.2948
No log	58.0	232	1.3216
No log	59.0	236	1.2613
No log	60.0	240	1.3178
No log	61.0	244	1.2888
No log	62.0	248	1.2605
No log	63.0	252	1.2280
No log	64.0	256	1.2609
No log	65.0	260	1.3002
No log	66.0	264	1.2784
No log	67.0	268	1.1941
No log	68.0	272	1.2645
No log	69.0	276	1.2529
No log	70.0	280	1.2423
No log	71.0	284	1.2375
No log	72.0	288	1.2572
No log	73.0	292	1.2493
No log	74.0	296	1.2512
No log	75.0	300	1.2128
No log	76.0	304	1.2246
No log	77.0	308	1.2307
No log	78.0	312	1.2836
No log	79.0	316	1.2728
No log	80.0	320	1.2418
No log	81.0	324	1.2433
No log	82.0	328	1.2358
No log	83.0	332	1.2394
No log	84.0	336	1.2541
No log	85.0	340	1.3406
No log	86.0	344	1.2982
No log	87.0	348	1.2103
No log	88.0	352	1.3101
No log	89.0	356	1.3908
No log	90.0	360	1.3210
No log	91.0	364	1.3641
No log	92.0	368	1.3017
No log	93.0	372	1.3622
No log	94.0	376	1.2857
No log	95.0	380	1.3221
No log	96.0	384	1.2996
No log	97.0	388	1.3561
No log	98.0	392	1.2376
No log	99.0	396	1.3170
No log	100.0	400	1.3494
No log	101.0	404	1.3560
No log	102.0	408	1.2526
No log	103.0	412	1.3123
No log	104.0	416	1.4024
No log	105.0	420	1.3408
No log	106.0	424	1.3860
No log	107.0	428	1.4732
No log	108.0	432	1.3537
No log	109.0	436	1.3521
No log	110.0	440	1.3370
No log	111.0	444	1.4081
No log	112.0	448	1.3721
No log	113.0	452	1.4037
No log	114.0	456	1.3577
No log	115.0	460	1.3530
No log	116.0	464	1.3035
No log	117.0	468	1.3942
No log	118.0	472	1.4689
No log	119.0	476	1.4912
No log	120.0	480	1.3490
No log	121.0	484	1.4376
No log	122.0	488	1.5024
No log	123.0	492	1.4275
No log	124.0	496	1.3304
1.1769	125.0	500	1.3018
1.1769	126.0	504	1.3479
1.1769	127.0	508	1.2967
1.1769	128.0	512	1.3512
1.1769	129.0	516	1.2752
1.1769	130.0	520	1.3445
1.1769	131.0	524	1.4843
1.1769	132.0	528	1.4238
1.1769	133.0	532	1.3526
1.1769	134.0	536	1.4211
1.1769	135.0	540	1.3692
1.1769	136.0	544	1.4308
1.1769	137.0	548	1.4661
1.1769	138.0	552	1.4091
1.1769	139.0	556	1.4392
1.1769	140.0	560	1.4283
1.1769	141.0	564	1.3185
1.1769	142.0	568	1.3383
1.1769	143.0	572	1.5038
1.1769	144.0	576	1.5369
1.1769	145.0	580	1.5651
1.1769	146.0	584	1.4471
1.1769	147.0	588	1.3823
1.1769	148.0	592	1.4221
1.1769	149.0	596	1.4198
1.1769	150.0	600	1.4250
1.1769	151.0	604	1.3998
1.1769	152.0	608	1.3911
1.1769	153.0	612	1.3563
1.1769	154.0	616	1.4110
1.1769	155.0	620	1.4465
1.1769	156.0	624	1.4382
1.1769	157.0	628	1.3671
1.1769	158.0	632	1.3565
1.1769	159.0	636	1.3593
1.1769	160.0	640	1.3381
1.1769	161.0	644	1.4077
1.1769	162.0	648	1.5401
1.1769	163.0	652	1.5009
1.1769	164.0	656	1.3751
1.1769	165.0	660	1.4234
1.1769	166.0	664	1.4498
1.1769	167.0	668	1.3968
1.1769	168.0	672	1.4349
1.1769	169.0	676	1.3392
1.1769	170.0	680	1.3445
1.1769	171.0	684	1.4489
1.1769	172.0	688	1.4760
1.1769	173.0	692	1.3868
1.1769	174.0	696	1.4113
1.1769	175.0	700	1.4980
1.1769	176.0	704	1.4751
1.1769	177.0	708	1.4916
1.1769	178.0	712	1.4633
1.1769	179.0	716	1.3422
1.1769	180.0	720	1.4274
1.1769	181.0	724	1.5459
1.1769	182.0	728	1.5025
1.1769	183.0	732	1.4013
1.1769	184.0	736	1.4751
1.1769	185.0	740	1.5027
1.1769	186.0	744	1.4690
1.1769	187.0	748	1.4428
1.1769	188.0	752	1.5449
1.1769	189.0	756	1.6188
1.1769	190.0	760	1.4704
1.1769	191.0	764	1.4760
1.1769	192.0	768	1.6057
1.1769	193.0	772	1.5716
1.1769	194.0	776	1.4465
1.1769	195.0	780	1.4373
1.1769	196.0	784	1.3818
1.1769	197.0	788	1.4692
1.1769	198.0	792	1.5798
1.1769	199.0	796	1.5460
1.1769	200.0	800	1.4693
1.1769	201.0	804	1.4566
1.1769	202.0	808	1.4881
1.1769	203.0	812	1.4454
1.1769	204.0	816	1.3877
1.1769	205.0	820	1.3506
1.1769	206.0	824	1.4355
1.1769	207.0	828	1.4553
1.1769	208.0	832	1.4904
1.1769	209.0	836	1.5774
1.1769	210.0	840	1.6123
1.1769	211.0	844	1.6387
1.1769	212.0	848	1.5709
1.1769	213.0	852	1.4701
1.1769	214.0	856	1.4261
1.1769	215.0	860	1.4665
1.1769	216.0	864	1.5617
1.1769	217.0	868	1.6086
1.1769	218.0	872	1.6149
1.1769	219.0	876	1.6129
1.1769	220.0	880	1.4981
1.1769	221.0	884	1.4594
1.1769	222.0	888	1.5126
1.1769	223.0	892	1.5631
1.1769	224.0	896	1.5409
1.1769	225.0	900	1.5660
1.1769	226.0	904	1.5185
1.1769	227.0	908	1.4195
1.1769	228.0	912	1.4034
1.1769	229.0	916	1.3628
1.1769	230.0	920	1.3470
1.1769	231.0	924	1.4427
1.1769	232.0	928	1.4713
1.1769	233.0	932	1.4139
1.1769	234.0	936	1.3960
1.1769	235.0	940	1.4397
1.1769	236.0	944	1.4789
1.1769	237.0	948	1.5018
1.1769	238.0	952	1.4602
1.1769	239.0	956	1.4550
1.1769	240.0	960	1.4691
1.1769	241.0	964	1.5159
1.1769	242.0	968	1.5266
1.1769	243.0	972	1.4622
1.1769	244.0	976	1.4635
1.1769	245.0	980	1.4470
1.1769	246.0	984	1.4726
1.1769	247.0	988	1.4950
1.1769	248.0	992	1.4698
1.1769	249.0	996	1.4429
0.4184	250.0	1000	1.4376
0.4184	251.0	1004	1.3997
0.4184	252.0	1008	1.3256
0.4184	253.0	1012	1.3644
0.4184	254.0	1016	1.4549
0.4184	255.0	1020	1.4765
0.4184	256.0	1024	1.4533
0.4184	257.0	1028	1.4265
0.4184	258.0	1032	1.4132
0.4184	259.0	1036	1.4635
0.4184	260.0	1040	1.5026
0.4184	261.0	1044	1.4552
0.4184	262.0	1048	1.4154
0.4184	263.0	1052	1.4397
0.4184	264.0	1056	1.4343
0.4184	265.0	1060	1.4089
0.4184	266.0	1064	1.4080
0.4184	267.0	1068	1.4571
0.4184	268.0	1072	1.5073
0.4184	269.0	1076	1.5459
0.4184	270.0	1080	1.5103
0.4184	271.0	1084	1.4620
0.4184	272.0	1088	1.4497
0.4184	273.0	1092	1.4794
0.4184	274.0	1096	1.5676
0.4184	275.0	1100	1.5996
0.4184	276.0	1104	1.5515
0.4184	277.0	1108	1.5303
0.4184	278.0	1112	1.4773
0.4184	279.0	1116	1.4489
0.4184	280.0	1120	1.4761
0.4184	281.0	1124	1.5169
0.4184	282.0	1128	1.5055
0.4184	283.0	1132	1.4855
0.4184	284.0	1136	1.4738
0.4184	285.0	1140	1.4803
0.4184	286.0	1144	1.5080
0.4184	287.0	1148	1.4692
0.4184	288.0	1152	1.4427
0.4184	289.0	1156	1.4967
0.4184	290.0	1160	1.6093
0.4184	291.0	1164	1.7077
0.4184	292.0	1168	1.7230
0.4184	293.0	1172	1.6213
0.4184	294.0	1176	1.4616
0.4184	295.0	1180	1.4572
0.4184	296.0	1184	1.5369
0.4184	297.0	1188	1.5490
0.4184	298.0	1192	1.5599
0.4184	299.0	1196	1.5460
0.4184	300.0	1200	1.5229
0.4184	301.0	1204	1.4836
0.4184	302.0	1208	1.4673
0.4184	303.0	1212	1.4770
0.4184	304.0	1216	1.4569
0.4184	305.0	1220	1.4321
0.4184	306.0	1224	1.4390
0.4184	307.0	1228	1.4474
0.4184	308.0	1232	1.5174
0.4184	309.0	1236	1.5615
0.4184	310.0	1240	1.5636
0.4184	311.0	1244	1.5368
0.4184	312.0	1248	1.5083
0.4184	313.0	1252	1.4660
0.4184	314.0	1256	1.4645
0.4184	315.0	1260	1.5187
0.4184	316.0	1264	1.6259
0.4184	317.0	1268	1.6653
0.4184	318.0	1272	1.6218
0.4184	319.0	1276	1.5372
0.4184	320.0	1280	1.5218
0.4184	321.0	1284	1.5923
0.4184	322.0	1288	1.6150
0.4184	323.0	1292	1.6162
0.4184	324.0	1296	1.6154
0.4184	325.0	1300	1.5934
0.4184	326.0	1304	1.5683
0.4184	327.0	1308	1.5512
0.4184	328.0	1312	1.5416
0.4184	329.0	1316	1.5535
0.4184	330.0	1320	1.6359
0.4184	331.0	1324	1.7002
0.4184	332.0	1328	1.6695
0.4184	333.0	1332	1.6352
0.4184	334.0	1336	1.6134
0.4184	335.0	1340	1.6155
0.4184	336.0	1344	1.6026
0.4184	337.0	1348	1.5935
0.4184	338.0	1352	1.5867
0.4184	339.0	1356	1.5870
0.4184	340.0	1360	1.6008
0.4184	341.0	1364	1.5968
0.4184	342.0	1368	1.6040
0.4184	343.0	1372	1.6181
0.4184	344.0	1376	1.6164
0.4184	345.0	1380	1.6434
0.4184	346.0	1384	1.6501
0.4184	347.0	1388	1.6337
0.4184	348.0	1392	1.5782
0.4184	349.0	1396	1.5265
0.4184	350.0	1400	1.5207
0.4184	351.0	1404	1.5469
0.4184	352.0	1408	1.5381
0.4184	353.0	1412	1.5145
0.4184	354.0	1416	1.5194
0.4184	355.0	1420	1.5902
0.4184	356.0	1424	1.6511
0.4184	357.0	1428	1.6339
0.4184	358.0	1432	1.6251
0.4184	359.0	1436	1.6172
0.4184	360.0	1440	1.6048
0.4184	361.0	1444	1.5671
0.4184	362.0	1448	1.5452
0.4184	363.0	1452	1.5462
0.4184	364.0	1456	1.5718
0.4184	365.0	1460	1.6247
0.4184	366.0	1464	1.6518
0.4184	367.0	1468	1.6479
0.4184	368.0	1472	1.5929
0.4184	369.0	1476	1.5627
0.4184	370.0	1480	1.5416
0.4184	371.0	1484	1.5658
0.4184	372.0	1488	1.5853
0.4184	373.0	1492	1.5762
0.4184	374.0	1496	1.5747
0.403	375.0	1500	1.6016
0.403	376.0	1504	1.5876
0.403	377.0	1508	1.5634
0.403	378.0	1512	1.5487
0.403	379.0	1516	1.5550
0.403	380.0	1520	1.5482
0.403	381.0	1524	1.5366
0.403	382.0	1528	1.4986
0.403	383.0	1532	1.4762
0.403	384.0	1536	1.4525
0.403	385.0	1540	1.4381
0.403	386.0	1544	1.4430
0.403	387.0	1548	1.5026
0.403	388.0	1552	1.5585
0.403	389.0	1556	1.5639
0.403	390.0	1560	1.5419
0.403	391.0	1564	1.5009
0.403	392.0	1568	1.4566
0.403	393.0	1572	1.4410
0.403	394.0	1576	1.4463
0.403	395.0	1580	1.5042
0.403	396.0	1584	1.5396
0.403	397.0	1588	1.5156
0.403	398.0	1592	1.4753
0.403	399.0	1596	1.4929
0.403	400.0	1600	1.5262
0.403	401.0	1604	1.5380
0.403	402.0	1608	1.5223
0.403	403.0	1612	1.5137
0.403	404.0	1616	1.5164
0.403	405.0	1620	1.5077
0.403	406.0	1624	1.4870
0.403	407.0	1628	1.4976
0.403	408.0	1632	1.5187
0.403	409.0	1636	1.5094
0.403	410.0	1640	1.5285
0.403	411.0	1644	1.5810
0.403	412.0	1648	1.6046
0.403	413.0	1652	1.6018
0.403	414.0	1656	1.5656
0.403	415.0	1660	1.5039
0.403	416.0	1664	1.4686
0.403	417.0	1668	1.5452
0.403	418.0	1672	1.5991
0.403	419.0	1676	1.6294
0.403	420.0	1680	1.6170
0.403	421.0	1684	1.5730
0.403	422.0	1688	1.5304
0.403	423.0	1692	1.4830
0.403	424.0	1696	1.4814
0.403	425.0	1700	1.5355
0.403	426.0	1704	1.5737
0.403	427.0	1708	1.5733
0.403	428.0	1712	1.5686
0.403	429.0	1716	1.6145
0.403	430.0	1720	1.6108
0.403	431.0	1724	1.5805
0.403	432.0	1728	1.5336
0.403	433.0	1732	1.5152
0.403	434.0	1736	1.5305
0.403	435.0	1740	1.5345
0.403	436.0	1744	1.5277
0.403	437.0	1748	1.5199
0.403	438.0	1752	1.5255
0.403	439.0	1756	1.5212
0.403	440.0	1760	1.5225
0.403	441.0	1764	1.5280
0.403	442.0	1768	1.5732
0.403	443.0	1772	1.5911
0.403	444.0	1776	1.5708
0.403	445.0	1780	1.5290
0.403	446.0	1784	1.4492
0.403	447.0	1788	1.3949
0.403	448.0	1792	1.3873
0.403	449.0	1796	1.3988
0.403	450.0	1800	1.4091
0.403	451.0	1804	1.4142
0.403	452.0	1808	1.4216
0.403	453.0	1812	1.4320
0.403	454.0	1816	1.4388
0.403	455.0	1820	1.4414
0.403	456.0	1824	1.4931
0.403	457.0	1828	1.5570
0.403	458.0	1832	1.5959
0.403	459.0	1836	1.5853
0.403	460.0	1840	1.5050
0.403	461.0	1844	1.4635
0.403	462.0	1848	1.4427
0.403	463.0	1852	1.4934
0.403	464.0	1856	1.5395
0.403	465.0	1860	1.5815
0.403	466.0	1864	1.5800
0.403	467.0	1868	1.5742
0.403	468.0	1872	1.5501
0.403	469.0	1876	1.5096
0.403	470.0	1880	1.4732
0.403	471.0	1884	1.4491
0.403	472.0	1888	1.4311
0.403	473.0	1892	1.4276
0.403	474.0	1896	1.4415
0.403	475.0	1900	1.4440
0.403	476.0	1904	1.4470
0.403	477.0	1908	1.4525
0.403	478.0	1912	1.4505
0.403	479.0	1916	1.5002
0.403	480.0	1920	1.6120
0.403	481.0	1924	1.6583
0.403	482.0	1928	1.6150
0.403	483.0	1932	1.5865
0.403	484.0	1936	1.5523
0.403	485.0	1940	1.5007
0.403	486.0	1944	1.4920
0.403	487.0	1948	1.4982
0.403	488.0	1952	1.5340
0.403	489.0	1956	1.5504
0.403	490.0	1960	1.5587
0.403	491.0	1964	1.5618
0.403	492.0	1968	1.5556
0.403	493.0	1972	1.5658
0.403	494.0	1976	1.5470
0.403	495.0	1980	1.5113
0.403	496.0	1984	1.4983
0.403	497.0	1988	1.5022
0.403	498.0	1992	1.5066
0.403	499.0	1996	1.5115
0.4024	500.0	2000	1.5116
0.4024	501.0	2004	1.5218
0.4024	502.0	2008	1.5240
0.4024	503.0	2012	1.4856
0.4024	504.0	2016	1.4586
0.4024	505.0	2020	1.4481
0.4024	506.0	2024	1.4423
0.4024	507.0	2028	1.4435
0.4024	508.0	2032	1.4508
0.4024	509.0	2036	1.4464
0.4024	510.0	2040	1.4419
0.4024	511.0	2044	1.4568
0.4024	512.0	2048	1.4571
0.4024	513.0	2052	1.4427
0.4024	514.0	2056	1.4459
0.4024	515.0	2060	1.4544
0.4024	516.0	2064	1.4665
0.4024	517.0	2068	1.4824
0.4024	518.0	2072	1.4981
0.4024	519.0	2076	1.4992
0.4024	520.0	2080	1.4854
0.4024	521.0	2084	1.4697
0.4024	522.0	2088	1.4499
0.4024	523.0	2092	1.4268
0.4024	524.0	2096	1.4076
0.4024	525.0	2100	1.3958
0.4024	526.0	2104	1.3957
0.4024	527.0	2108	1.3953
0.4024	528.0	2112	1.4094
0.4024	529.0	2116	1.4228
0.4024	530.0	2120	1.4343
0.4024	531.0	2124	1.4362
0.4024	532.0	2128	1.4271
0.4024	533.0	2132	1.4120
0.4024	534.0	2136	1.4023
0.4024	535.0	2140	1.3896
0.4024	536.0	2144	1.4249
0.4024	537.0	2148	1.4613
0.4024	538.0	2152	1.4893
0.4024	539.0	2156	1.5004
0.4024	540.0	2160	1.4948
0.4024	541.0	2164	1.4828
0.4024	542.0	2168	1.4530
0.4024	543.0	2172	1.4373
0.4024	544.0	2176	1.4257
0.4024	545.0	2180	1.4385
0.4024	546.0	2184	1.4539
0.4024	547.0	2188	1.4566
0.4024	548.0	2192	1.4535
0.4024	549.0	2196	1.4526
0.4024	550.0	2200	1.4510
0.4024	551.0	2204	1.4496
0.4024	552.0	2208	1.4515
0.4024	553.0	2212	1.4530
0.4024	554.0	2216	1.4621
0.4024	555.0	2220	1.4715
0.4024	556.0	2224	1.4751
0.4024	557.0	2228	1.4794
0.4024	558.0	2232	1.4853
0.4024	559.0	2236	1.4989
0.4024	560.0	2240	1.5042
0.4024	561.0	2244	1.5067
0.4024	562.0	2248	1.5144
0.4024	563.0	2252	1.5396
0.4024	564.0	2256	1.5792
0.4024	565.0	2260	1.5966
0.4024	566.0	2264	1.5967
0.4024	567.0	2268	1.5786
0.4024	568.0	2272	1.5526
0.4024	569.0	2276	1.5258
0.4024	570.0	2280	1.5030
0.4024	571.0	2284	1.4949
0.4024	572.0	2288	1.4925
0.4024	573.0	2292	1.4942
0.4024	574.0	2296	1.5047
0.4024	575.0	2300	1.5211
0.4024	576.0	2304	1.5308
0.4024	577.0	2308	1.5393
0.4024	578.0	2312	1.5351
0.4024	579.0	2316	1.5045
0.4024	580.0	2320	1.4750
0.4024	581.0	2324	1.4815
0.4024	582.0	2328	1.4967
0.4024	583.0	2332	1.4975
0.4024	584.0	2336	1.4911
0.4024	585.0	2340	1.4834
0.4024	586.0	2344	1.4816
0.4024	587.0	2348	1.4838
0.4024	588.0	2352	1.4683
0.4024	589.0	2356	1.4546
0.4024	590.0	2360	1.4426
0.4024	591.0	2364	1.4359
0.4024	592.0	2368	1.4394
0.4024	593.0	2372	1.4694
0.4024	594.0	2376	1.4913
0.4024	595.0	2380	1.5092
0.4024	596.0	2384	1.5184
0.4024	597.0	2388	1.5213
0.4024	598.0	2392	1.5543
0.4024	599.0	2396	1.5954
0.4024	600.0	2400	1.6103
0.4024	601.0	2404	1.6098
0.4024	602.0	2408	1.5797
0.4024	603.0	2412	1.5508
0.4024	604.0	2416	1.5505
0.4024	605.0	2420	1.5737
0.4024	606.0	2424	1.6098
0.4024	607.0	2428	1.6140
0.4024	608.0	2432	1.5859
0.4024	609.0	2436	1.5638
0.4024	610.0	2440	1.5348
0.4024	611.0	2444	1.4999
0.4024	612.0	2448	1.4936
0.4024	613.0	2452	1.4992
0.4024	614.0	2456	1.4965
0.4024	615.0	2460	1.4976
0.4024	616.0	2464	1.5261
0.4024	617.0	2468	1.5552
0.4024	618.0	2472	1.5636
0.4024	619.0	2476	1.5605
0.4024	620.0	2480	1.5478
0.4024	621.0	2484	1.5333
0.4024	622.0	2488	1.5142
0.4024	623.0	2492	1.5076
0.4024	624.0	2496	1.5063
0.4015	625.0	2500	1.5049
0.4015	626.0	2504	1.5068
0.4015	627.0	2508	1.5088
0.4015	628.0	2512	1.5203
0.4015	629.0	2516	1.5283
0.4015	630.0	2520	1.5407
0.4015	631.0	2524	1.5442
0.4015	632.0	2528	1.5426
0.4015	633.0	2532	1.5418
0.4015	634.0	2536	1.5692
0.4015	635.0	2540	1.5733
0.4015	636.0	2544	1.5586
0.4015	637.0	2548	1.5299
0.4015	638.0	2552	1.5009
0.4015	639.0	2556	1.4912
0.4015	640.0	2560	1.4850
0.4015	641.0	2564	1.4784
0.4015	642.0	2568	1.4744
0.4015	643.0	2572	1.4697
0.4015	644.0	2576	1.4705
0.4015	645.0	2580	1.4801
0.4015	646.0	2584	1.5035
0.4015	647.0	2588	1.5196
0.4015	648.0	2592	1.5159
0.4015	649.0	2596	1.4930
0.4015	650.0	2600	1.4696
0.4015	651.0	2604	1.4524
0.4015	652.0	2608	1.4457
0.4015	653.0	2612	1.4458
0.4015	654.0	2616	1.4538
0.4015	655.0	2620	1.4621
0.4015	656.0	2624	1.4501
0.4015	657.0	2628	1.4451
0.4015	658.0	2632	1.4440
0.4015	659.0	2636	1.4448
0.4015	660.0	2640	1.4493
0.4015	661.0	2644	1.4610
0.4015	662.0	2648	1.4716
0.4015	663.0	2652	1.4873
0.4015	664.0	2656	1.4878
0.4015	665.0	2660	1.4846
0.4015	666.0	2664	1.4751
0.4015	667.0	2668	1.4794
0.4015	668.0	2672	1.4909
0.4015	669.0	2676	1.4962
0.4015	670.0	2680	1.4947
0.4015	671.0	2684	1.4937
0.4015	672.0	2688	1.4947
0.4015	673.0	2692	1.5155
0.4015	674.0	2696	1.5275
0.4015	675.0	2700	1.5334
0.4015	676.0	2704	1.5314
0.4015	677.0	2708	1.5217
0.4015	678.0	2712	1.5107
0.4015	679.0	2716	1.4861
0.4015	680.0	2720	1.4675
0.4015	681.0	2724	1.4513
0.4015	682.0	2728	1.4430
0.4015	683.0	2732	1.4404
0.4015	684.0	2736	1.4411
0.4015	685.0	2740	1.4473
0.4015	686.0	2744	1.4560
0.4015	687.0	2748	1.4980
0.4015	688.0	2752	1.5234
0.4015	689.0	2756	1.4941
0.4015	690.0	2760	1.4641
0.4015	691.0	2764	1.4380
0.4015	692.0	2768	1.4186
0.4015	693.0	2772	1.4153
0.4015	694.0	2776	1.4187
0.4015	695.0	2780	1.4162
0.4015	696.0	2784	1.4143
0.4015	697.0	2788	1.4212
0.4015	698.0	2792	1.4432
0.4015	699.0	2796	1.4601
0.4015	700.0	2800	1.4692
0.4015	701.0	2804	1.4744
0.4015	702.0	2808	1.4713
0.4015	703.0	2812	1.4607
0.4015	704.0	2816	1.4542
0.4015	705.0	2820	1.4502
0.4015	706.0	2824	1.4510
0.4015	707.0	2828	1.4470
0.4015	708.0	2832	1.4681
0.4015	709.0	2836	1.4942
0.4015	710.0	2840	1.5013
0.4015	711.0	2844	1.4965
0.4015	712.0	2848	1.4914
0.4015	713.0	2852	1.4880
0.4015	714.0	2856	1.4832
0.4015	715.0	2860	1.4706
0.4015	716.0	2864	1.4516
0.4015	717.0	2868	1.4337
0.4015	718.0	2872	1.4228
0.4015	719.0	2876	1.4346
0.4015	720.0	2880	1.4548
0.4015	721.0	2884	1.4671
0.4015	722.0	2888	1.4739
0.4015	723.0	2892	1.4782
0.4015	724.0	2896	1.4797
0.4015	725.0	2900	1.4808
0.4015	726.0	2904	1.4876
0.4015	727.0	2908	1.4954
0.4015	728.0	2912	1.4947
0.4015	729.0	2916	1.5069
0.4015	730.0	2920	1.5065
0.4015	731.0	2924	1.5027
0.4015	732.0	2928	1.4995
0.4015	733.0	2932	1.4904
0.4015	734.0	2936	1.4799
0.4015	735.0	2940	1.4717
0.4015	736.0	2944	1.4581
0.4015	737.0	2948	1.4548
0.4015	738.0	2952	1.4662
0.4015	739.0	2956	1.4771
0.4015	740.0	2960	1.4662
0.4015	741.0	2964	1.4586
0.4015	742.0	2968	1.4509
0.4015	743.0	2972	1.4447
0.4015	744.0	2976	1.4529
0.4015	745.0	2980	1.4662
0.4015	746.0	2984	1.4690
0.4015	747.0	2988	1.4660
0.4015	748.0	2992	1.4582
0.4015	749.0	2996	1.4479
0.4001	750.0	3000	1.4423
0.4001	751.0	3004	1.4392
0.4001	752.0	3008	1.4525
0.4001	753.0	3012	1.5241
0.4001	754.0	3016	1.5544
0.4001	755.0	3020	1.5489
0.4001	756.0	3024	1.5279
0.4001	757.0	3028	1.5274
0.4001	758.0	3032	1.5301
0.4001	759.0	3036	1.5359
0.4001	760.0	3040	1.5737
0.4001	761.0	3044	1.5974
0.4001	762.0	3048	1.5996
0.4001	763.0	3052	1.6004
0.4001	764.0	3056	1.6019
0.4001	765.0	3060	1.5847
0.4001	766.0	3064	1.5686
0.4001	767.0	3068	1.5514
0.4001	768.0	3072	1.5324
0.4001	769.0	3076	1.5123
0.4001	770.0	3080	1.4964
0.4001	771.0	3084	1.4862
0.4001	772.0	3088	1.4782
0.4001	773.0	3092	1.4780
0.4001	774.0	3096	1.4762
0.4001	775.0	3100	1.4691
0.4001	776.0	3104	1.4632
0.4001	777.0	3108	1.4611
0.4001	778.0	3112	1.4725
0.4001	779.0	3116	1.4805
0.4001	780.0	3120	1.4796
0.4001	781.0	3124	1.4769
0.4001	782.0	3128	1.4737
0.4001	783.0	3132	1.4679
0.4001	784.0	3136	1.4578
0.4001	785.0	3140	1.4514
0.4001	786.0	3144	1.4493
0.4001	787.0	3148	1.4479
0.4001	788.0	3152	1.4517
0.4001	789.0	3156	1.4652
0.4001	790.0	3160	1.4743
0.4001	791.0	3164	1.4811
0.4001	792.0	3168	1.4871
0.4001	793.0	3172	1.4907
0.4001	794.0	3176	1.4923
0.4001	795.0	3180	1.4931
0.4001	796.0	3184	1.4951
0.4001	797.0	3188	1.4946
0.4001	798.0	3192	1.5247
0.4001	799.0	3196	1.5451
0.4001	800.0	3200	1.5432
0.4001	801.0	3204	1.5257
0.4001	802.0	3208	1.5064
0.4001	803.0	3212	1.4682
0.4001	804.0	3216	1.4288
0.4001	805.0	3220	1.4012
0.4001	806.0	3224	1.3906
0.4001	807.0	3228	1.3962
0.4001	808.0	3232	1.4104
0.4001	809.0	3236	1.4105
0.4001	810.0	3240	1.4086
0.4001	811.0	3244	1.4171
0.4001	812.0	3248	1.4244
0.4001	813.0	3252	1.4366
0.4001	814.0	3256	1.4451
0.4001	815.0	3260	1.4541
0.4001	816.0	3264	1.4575
0.4001	817.0	3268	1.4570
0.4001	818.0	3272	1.4586
0.4001	819.0	3276	1.4581
0.4001	820.0	3280	1.4575
0.4001	821.0	3284	1.4642
0.4001	822.0	3288	1.4704
0.4001	823.0	3292	1.4701
0.4001	824.0	3296	1.4691
0.4001	825.0	3300	1.4685
0.4001	826.0	3304	1.4694
0.4001	827.0	3308	1.4711
0.4001	828.0	3312	1.4721
0.4001	829.0	3316	1.4674
0.4001	830.0	3320	1.4622
0.4001	831.0	3324	1.4573
0.4001	832.0	3328	1.4482
0.4001	833.0	3332	1.4359
0.4001	834.0	3336	1.4232
0.4001	835.0	3340	1.4170
0.4001	836.0	3344	1.4198
0.4001	837.0	3348	1.4202
0.4001	838.0	3352	1.4206
0.4001	839.0	3356	1.4196
0.4001	840.0	3360	1.4172
0.4001	841.0	3364	1.4142
0.4001	842.0	3368	1.4109
0.4001	843.0	3372	1.4082
0.4001	844.0	3376	1.4037
0.4001	845.0	3380	1.4000
0.4001	846.0	3384	1.3975
0.4001	847.0	3388	1.3969
0.4001	848.0	3392	1.3926
0.4001	849.0	3396	1.3887
0.4001	850.0	3400	1.3847
0.4001	851.0	3404	1.4020
0.4001	852.0	3408	1.4151
0.4001	853.0	3412	1.4249
0.4001	854.0	3416	1.4314
0.4001	855.0	3420	1.4412
0.4001	856.0	3424	1.4491
0.4001	857.0	3428	1.4530
0.4001	858.0	3432	1.4535
0.4001	859.0	3436	1.4521
0.4001	860.0	3440	1.4490
0.4001	861.0	3444	1.4458
0.4001	862.0	3448	1.4413
0.4001	863.0	3452	1.4338
0.4001	864.0	3456	1.4350
0.4001	865.0	3460	1.4348
0.4001	866.0	3464	1.4384
0.4001	867.0	3468	1.4412
0.4001	868.0	3472	1.4432
0.4001	869.0	3476	1.4470
0.4001	870.0	3480	1.4485
0.4001	871.0	3484	1.4459
0.4001	872.0	3488	1.4425
0.4001	873.0	3492	1.4419
0.4001	874.0	3496	1.4416
0.4008	875.0	3500	1.4396
0.4008	876.0	3504	1.4383
0.4008	877.0	3508	1.4387
0.4008	878.0	3512	1.4361
0.4008	879.0	3516	1.4319
0.4008	880.0	3520	1.4762
0.4008	881.0	3524	1.5073
0.4008	882.0	3528	1.5217
0.4008	883.0	3532	1.5300
0.4008	884.0	3536	1.5353
0.4008	885.0	3540	1.5350
0.4008	886.0	3544	1.5311
0.4008	887.0	3548	1.5258
0.4008	888.0	3552	1.5221
0.4008	889.0	3556	1.5203
0.4008	890.0	3560	1.5197
0.4008	891.0	3564	1.5183
0.4008	892.0	3568	1.5177
0.4008	893.0	3572	1.5159
0.4008	894.0	3576	1.5123
0.4008	895.0	3580	1.5079
0.4008	896.0	3584	1.5260
0.4008	897.0	3588	1.5390
0.4008	898.0	3592	1.5489
0.4008	899.0	3596	1.5523
0.4008	900.0	3600	1.5526
0.4008	901.0	3604	1.5522
0.4008	902.0	3608	1.5511
0.4008	903.0	3612	1.5479
0.4008	904.0	3616	1.5427
0.4008	905.0	3620	1.5378
0.4008	906.0	3624	1.5306
0.4008	907.0	3628	1.5252
0.4008	908.0	3632	1.5225
0.4008	909.0	3636	1.5154
0.4008	910.0	3640	1.5022
0.4008	911.0	3644	1.4939
0.4008	912.0	3648	1.4860
0.4008	913.0	3652	1.4916
0.4008	914.0	3656	1.5086
0.4008	915.0	3660	1.5295
0.4008	916.0	3664	1.5443
0.4008	917.0	3668	1.5529
0.4008	918.0	3672	1.5568
0.4008	919.0	3676	1.5596
0.4008	920.0	3680	1.5665
0.4008	921.0	3684	1.5707
0.4008	922.0	3688	1.5719
0.4008	923.0	3692	1.5714
0.4008	924.0	3696	1.5701
0.4008	925.0	3700	1.5691
0.4008	926.0	3704	1.5677
0.4008	927.0	3708	1.5668
0.4008	928.0	3712	1.5655
0.4008	929.0	3716	1.5664
0.4008	930.0	3720	1.5673
0.4008	931.0	3724	1.5684
0.4008	932.0	3728	1.5683
0.4008	933.0	3732	1.5666
0.4008	934.0	3736	1.5654
0.4008	935.0	3740	1.5645
0.4008	936.0	3744	1.5642
0.4008	937.0	3748	1.5630
0.4008	938.0	3752	1.5632
0.4008	939.0	3756	1.5597
0.4008	940.0	3760	1.5533
0.4008	941.0	3764	1.5481
0.4008	942.0	3768	1.5442
0.4008	943.0	3772	1.5421
0.4008	944.0	3776	1.5434
0.4008	945.0	3780	1.5432
0.4008	946.0	3784	1.5444
0.4008	947.0	3788	1.5443
0.4008	948.0	3792	1.5428
0.4008	949.0	3796	1.5417
0.4008	950.0	3800	1.5401
0.4008	951.0	3804	1.5420
0.4008	952.0	3808	1.5430
0.4008	953.0	3812	1.5433
0.4008	954.0	3816	1.5433
0.4008	955.0	3820	1.5433
0.4008	956.0	3824	1.5440
0.4008	957.0	3828	1.5432
0.4008	958.0	3832	1.5411
0.4008	959.0	3836	1.5377
0.4008	960.0	3840	1.5324
0.4008	961.0	3844	1.5274
0.4008	962.0	3848	1.5238
0.4008	963.0	3852	1.5214
0.4008	964.0	3856	1.5190
0.4008	965.0	3860	1.5161
0.4008	966.0	3864	1.5143
0.4008	967.0	3868	1.5137
0.4008	968.0	3872	1.5126
0.4008	969.0	3876	1.5112
0.4008	970.0	3880	1.5092
0.4008	971.0	3884	1.5077
0.4008	972.0	3888	1.5072
0.4008	973.0	3892	1.5065
0.4008	974.0	3896	1.5063
0.4008	975.0	3900	1.5062
0.4008	976.0	3904	1.5061
0.4008	977.0	3908	1.5068
0.4008	978.0	3912	1.5077
0.4008	979.0	3916	1.5080
0.4008	980.0	3920	1.5080
0.4008	981.0	3924	1.5081
0.4008	982.0	3928	1.5080
0.4008	983.0	3932	1.5086
0.4008	984.0	3936	1.5093
0.4008	985.0	3940	1.5096
0.4008	986.0	3944	1.5095
0.4008	987.0	3948	1.5096
0.4008	988.0	3952	1.5097
0.4008	989.0	3956	1.5099
0.4008	990.0	3960	1.5095
0.4008	991.0	3964	1.5092
0.4008	992.0	3968	1.5090
0.4008	993.0	3972	1.5090
0.4008	994.0	3976	1.5090
0.4008	995.0	3980	1.5090
0.4008	996.0	3984	1.5092
0.4008	997.0	3988	1.5093
0.4008	998.0	3992	1.5094
0.4008	999.0	3996	1.5095
0.4015	1000.0	4000	1.5096

Framework versions

• Transformers 4.36.2
• Pytorch 2.1.2+cu121
• Datasets 2.14.7
• Tokenizers 0.15.0