GQA_RoBERTa_legal_SQuAD_complete_augmented_1000

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

• Loss: 1.2040

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	3.7757
No log	2.0	8	3.1210
No log	3.0	12	2.7424
No log	4.0	16	2.3990
No log	5.0	20	2.0583
No log	6.0	24	1.9699
No log	7.0	28	1.6942
No log	8.0	32	1.5022
No log	9.0	36	1.4585
No log	10.0	40	1.1937
No log	11.0	44	1.1496
No log	12.0	48	0.9856
No log	13.0	52	0.9389
No log	14.0	56	0.9621
No log	15.0	60	0.8580
No log	16.0	64	0.8093
No log	17.0	68	0.7783
No log	18.0	72	0.7656
No log	19.0	76	0.7793
No log	20.0	80	0.7327
No log	21.0	84	0.7109
No log	22.0	88	0.7120
No log	23.0	92	0.7099
No log	24.0	96	0.7191
No log	25.0	100	0.7350
No log	26.0	104	0.7634
No log	27.0	108	0.7498
No log	28.0	112	0.7353
No log	29.0	116	0.7319
No log	30.0	120	0.7603
No log	31.0	124	0.7701
No log	32.0	128	0.7818
No log	33.0	132	0.7904
No log	34.0	136	0.7580
No log	35.0	140	0.7640
No log	36.0	144	0.7558
No log	37.0	148	0.7470
No log	38.0	152	0.7730
No log	39.0	156	0.7450
No log	40.0	160	0.7516
No log	41.0	164	0.7475
No log	42.0	168	0.7306
No log	43.0	172	0.7488
No log	44.0	176	0.7604
No log	45.0	180	0.8035
No log	46.0	184	0.7837
No log	47.0	188	0.7307
No log	48.0	192	0.6987
No log	49.0	196	0.7281
No log	50.0	200	0.7453
No log	51.0	204	0.7811
No log	52.0	208	0.7951
No log	53.0	212	0.7833
No log	54.0	216	0.7961
No log	55.0	220	0.8255
No log	56.0	224	0.8038
No log	57.0	228	0.8384
No log	58.0	232	0.8412
No log	59.0	236	0.8206
No log	60.0	240	0.8224
No log	61.0	244	0.8638
No log	62.0	248	0.9014
No log	63.0	252	0.9255
No log	64.0	256	0.9019
No log	65.0	260	0.8741
No log	66.0	264	0.8442
No log	67.0	268	0.8526
No log	68.0	272	0.8702
No log	69.0	276	0.9321
No log	70.0	280	0.9450
No log	71.0	284	0.8868
No log	72.0	288	0.8622
No log	73.0	292	0.8586
No log	74.0	296	0.8935
No log	75.0	300	0.9010
No log	76.0	304	0.8703
No log	77.0	308	0.8726
No log	78.0	312	0.9113
No log	79.0	316	0.9175
No log	80.0	320	0.9173
No log	81.0	324	0.9550
No log	82.0	328	0.9649
No log	83.0	332	0.9917
No log	84.0	336	0.9783
No log	85.0	340	0.9558
No log	86.0	344	0.9425
No log	87.0	348	0.9323
No log	88.0	352	0.9471
No log	89.0	356	0.9749
No log	90.0	360	0.9638
No log	91.0	364	0.9881
No log	92.0	368	0.9697
No log	93.0	372	0.9189
No log	94.0	376	0.9036
No log	95.0	380	0.8745
No log	96.0	384	0.8811
No log	97.0	388	0.8967
No log	98.0	392	0.9032
No log	99.0	396	0.9201
No log	100.0	400	0.9524
No log	101.0	404	0.9983
No log	102.0	408	0.9742
No log	103.0	412	0.9834
No log	104.0	416	0.9480
No log	105.0	420	0.9367
No log	106.0	424	0.9340
No log	107.0	428	0.9454
No log	108.0	432	0.9553
No log	109.0	436	0.9694
No log	110.0	440	0.9696
No log	111.0	444	0.9280
No log	112.0	448	0.9166
No log	113.0	452	0.9406
No log	114.0	456	0.9372
No log	115.0	460	0.9147
No log	116.0	464	0.9267
No log	117.0	468	0.9665
No log	118.0	472	1.0231
No log	119.0	476	1.0291
No log	120.0	480	0.9973
No log	121.0	484	0.9516
No log	122.0	488	0.9134
No log	123.0	492	0.8852
No log	124.0	496	0.8535
0.9595	125.0	500	0.9003
0.9595	126.0	504	0.9523
0.9595	127.0	508	0.9925
0.9595	128.0	512	0.9736
0.9595	129.0	516	0.9584
0.9595	130.0	520	0.9625
0.9595	131.0	524	0.9533
0.9595	132.0	528	0.9774
0.9595	133.0	532	0.9898
0.9595	134.0	536	0.9657
0.9595	135.0	540	0.9627
0.9595	136.0	544	1.0049
0.9595	137.0	548	1.0241
0.9595	138.0	552	1.0184
0.9595	139.0	556	1.0387
0.9595	140.0	560	1.0528
0.9595	141.0	564	1.0510
0.9595	142.0	568	1.0153
0.9595	143.0	572	0.9628
0.9595	144.0	576	0.9999
0.9595	145.0	580	1.0139
0.9595	146.0	584	1.0149
0.9595	147.0	588	1.0016
0.9595	148.0	592	0.9516
0.9595	149.0	596	0.9290
0.9595	150.0	600	0.9084
0.9595	151.0	604	0.8736
0.9595	152.0	608	0.8832
0.9595	153.0	612	0.9093
0.9595	154.0	616	0.9489
0.9595	155.0	620	0.9548
0.9595	156.0	624	0.8944
0.9595	157.0	628	0.8681
0.9595	158.0	632	0.8733
0.9595	159.0	636	0.8852
0.9595	160.0	640	0.9133
0.9595	161.0	644	0.8900
0.9595	162.0	648	0.8863
0.9595	163.0	652	0.8928
0.9595	164.0	656	0.8959
0.9595	165.0	660	0.9163
0.9595	166.0	664	0.9739
0.9595	167.0	668	1.0204
0.9595	168.0	672	1.0059
0.9595	169.0	676	0.9578
0.9595	170.0	680	0.9313
0.9595	171.0	684	0.9084
0.9595	172.0	688	0.9836
0.9595	173.0	692	1.0601
0.9595	174.0	696	1.0884
0.9595	175.0	700	1.0779
0.9595	176.0	704	1.0599
0.9595	177.0	708	1.0422
0.9595	178.0	712	1.0271
0.9595	179.0	716	1.0100
0.9595	180.0	720	0.9945
0.9595	181.0	724	1.0018
0.9595	182.0	728	1.0234
0.9595	183.0	732	1.0380
0.9595	184.0	736	1.0525
0.9595	185.0	740	1.0420
0.9595	186.0	744	1.0325
0.9595	187.0	748	1.0125
0.9595	188.0	752	0.9891
0.9595	189.0	756	0.9515
0.9595	190.0	760	0.9495
0.9595	191.0	764	0.9642
0.9595	192.0	768	0.9876
0.9595	193.0	772	0.9985
0.9595	194.0	776	1.0227
0.9595	195.0	780	1.0730
0.9595	196.0	784	1.0871
0.9595	197.0	788	1.0918
0.9595	198.0	792	1.1092
0.9595	199.0	796	1.0989
0.9595	200.0	800	1.0992
0.9595	201.0	804	1.1034
0.9595	202.0	808	1.0881
0.9595	203.0	812	1.0707
0.9595	204.0	816	1.0777
0.9595	205.0	820	1.0758
0.9595	206.0	824	1.0684
0.9595	207.0	828	1.0629
0.9595	208.0	832	1.0659
0.9595	209.0	836	1.0585
0.9595	210.0	840	1.0132
0.9595	211.0	844	0.9791
0.9595	212.0	848	0.9761
0.9595	213.0	852	1.0348
0.9595	214.0	856	1.0910
0.9595	215.0	860	1.1354
0.9595	216.0	864	1.1348
0.9595	217.0	868	1.0884
0.9595	218.0	872	1.0430
0.9595	219.0	876	1.0202
0.9595	220.0	880	1.0097
0.9595	221.0	884	1.0151
0.9595	222.0	888	1.0096
0.9595	223.0	892	1.0302
0.9595	224.0	896	1.0635
0.9595	225.0	900	1.0611
0.9595	226.0	904	1.0548
0.9595	227.0	908	1.1173
0.9595	228.0	912	1.1561
0.9595	229.0	916	1.1550
0.9595	230.0	920	1.0254
0.9595	231.0	924	0.9364
0.9595	232.0	928	0.9316
0.9595	233.0	932	0.9717
0.9595	234.0	936	1.0406
0.9595	235.0	940	1.0643
0.9595	236.0	944	1.1092
0.9595	237.0	948	1.1197
0.9595	238.0	952	1.1270
0.9595	239.0	956	1.1300
0.9595	240.0	960	1.0921
0.9595	241.0	964	1.0446
0.9595	242.0	968	1.0234
0.9595	243.0	972	1.0067
0.9595	244.0	976	1.0324
0.9595	245.0	980	1.0434
0.9595	246.0	984	1.0502
0.9595	247.0	988	1.0618
0.9595	248.0	992	1.1352
0.9595	249.0	996	1.1672
0.4061	250.0	1000	1.1700
0.4061	251.0	1004	1.1416
0.4061	252.0	1008	1.1198
0.4061	253.0	1012	1.1226
0.4061	254.0	1016	1.1220
0.4061	255.0	1020	1.1317
0.4061	256.0	1024	1.1390
0.4061	257.0	1028	1.1069
0.4061	258.0	1032	1.0700
0.4061	259.0	1036	1.0657
0.4061	260.0	1040	1.0839
0.4061	261.0	1044	1.1030
0.4061	262.0	1048	1.1005
0.4061	263.0	1052	1.0882
0.4061	264.0	1056	1.0740
0.4061	265.0	1060	1.0710
0.4061	266.0	1064	1.0775
0.4061	267.0	1068	1.0908
0.4061	268.0	1072	1.1077
0.4061	269.0	1076	1.1204
0.4061	270.0	1080	1.1259
0.4061	271.0	1084	1.1208
0.4061	272.0	1088	1.1004
0.4061	273.0	1092	1.0761
0.4061	274.0	1096	1.0683
0.4061	275.0	1100	1.0663
0.4061	276.0	1104	1.0627
0.4061	277.0	1108	1.1069
0.4061	278.0	1112	1.1032
0.4061	279.0	1116	1.0401
0.4061	280.0	1120	1.0408
0.4061	281.0	1124	1.1004
0.4061	282.0	1128	1.1623
0.4061	283.0	1132	1.1512
0.4061	284.0	1136	1.1242
0.4061	285.0	1140	1.0919
0.4061	286.0	1144	1.0818
0.4061	287.0	1148	1.0703
0.4061	288.0	1152	1.0501
0.4061	289.0	1156	1.0347
0.4061	290.0	1160	1.0299
0.4061	291.0	1164	1.0641
0.4061	292.0	1168	1.0679
0.4061	293.0	1172	1.0680
0.4061	294.0	1176	1.1041
0.4061	295.0	1180	1.1802
0.4061	296.0	1184	1.1971
0.4061	297.0	1188	1.1793
0.4061	298.0	1192	1.1459
0.4061	299.0	1196	1.1035
0.4061	300.0	1200	1.0577
0.4061	301.0	1204	1.0544
0.4061	302.0	1208	1.0737
0.4061	303.0	1212	1.0819
0.4061	304.0	1216	1.0899
0.4061	305.0	1220	1.0885
0.4061	306.0	1224	1.0755
0.4061	307.0	1228	1.0139
0.4061	308.0	1232	0.9849
0.4061	309.0	1236	0.9781
0.4061	310.0	1240	0.9953
0.4061	311.0	1244	1.0138
0.4061	312.0	1248	1.0119
0.4061	313.0	1252	1.0704
0.4061	314.0	1256	1.1161
0.4061	315.0	1260	1.1500
0.4061	316.0	1264	1.1862
0.4061	317.0	1268	1.1833
0.4061	318.0	1272	1.1706
0.4061	319.0	1276	1.1517
0.4061	320.0	1280	1.1309
0.4061	321.0	1284	1.0936
0.4061	322.0	1288	1.0957
0.4061	323.0	1292	1.1080
0.4061	324.0	1296	1.1087
0.4061	325.0	1300	1.1314
0.4061	326.0	1304	1.1757
0.4061	327.0	1308	1.1896
0.4061	328.0	1312	1.1742
0.4061	329.0	1316	1.1661
0.4061	330.0	1320	1.1675
0.4061	331.0	1324	1.1691
0.4061	332.0	1328	1.1715
0.4061	333.0	1332	1.1513
0.4061	334.0	1336	1.1347
0.4061	335.0	1340	1.1386
0.4061	336.0	1344	1.1587
0.4061	337.0	1348	1.1739
0.4061	338.0	1352	1.1790
0.4061	339.0	1356	1.1615
0.4061	340.0	1360	1.1484
0.4061	341.0	1364	1.1376
0.4061	342.0	1368	1.1258
0.4061	343.0	1372	1.1142
0.4061	344.0	1376	1.1062
0.4061	345.0	1380	1.0986
0.4061	346.0	1384	1.0905
0.4061	347.0	1388	1.0776
0.4061	348.0	1392	1.0687
0.4061	349.0	1396	1.0865
0.4061	350.0	1400	1.0822
0.4061	351.0	1404	1.0831
0.4061	352.0	1408	1.0914
0.4061	353.0	1412	1.1018
0.4061	354.0	1416	1.1078
0.4061	355.0	1420	1.1190
0.4061	356.0	1424	1.1374
0.4061	357.0	1428	1.1534
0.4061	358.0	1432	1.2011
0.4061	359.0	1436	1.2166
0.4061	360.0	1440	1.2168
0.4061	361.0	1444	1.2144
0.4061	362.0	1448	1.1989
0.4061	363.0	1452	1.1832
0.4061	364.0	1456	1.1531
0.4061	365.0	1460	1.1422
0.4061	366.0	1464	1.1279
0.4061	367.0	1468	1.1210
0.4061	368.0	1472	1.1114
0.4061	369.0	1476	1.1034
0.4061	370.0	1480	1.0998
0.4061	371.0	1484	1.1009
0.4061	372.0	1488	1.1048
0.4061	373.0	1492	1.1002
0.4061	374.0	1496	1.0920
0.4027	375.0	1500	1.0851
0.4027	376.0	1504	1.0787
0.4027	377.0	1508	1.0733
0.4027	378.0	1512	1.0695
0.4027	379.0	1516	1.0686
0.4027	380.0	1520	1.0687
0.4027	381.0	1524	1.0757
0.4027	382.0	1528	1.1245
0.4027	383.0	1532	1.1659
0.4027	384.0	1536	1.1729
0.4027	385.0	1540	1.1401
0.4027	386.0	1544	1.1316
0.4027	387.0	1548	1.1445
0.4027	388.0	1552	1.1504
0.4027	389.0	1556	1.1461
0.4027	390.0	1560	1.1450
0.4027	391.0	1564	1.1428
0.4027	392.0	1568	1.1392
0.4027	393.0	1572	1.1304
0.4027	394.0	1576	1.1038
0.4027	395.0	1580	1.0931
0.4027	396.0	1584	1.0837
0.4027	397.0	1588	1.0824
0.4027	398.0	1592	1.0808
0.4027	399.0	1596	1.0819
0.4027	400.0	1600	1.0794
0.4027	401.0	1604	1.0887
0.4027	402.0	1608	1.0771
0.4027	403.0	1612	1.1094
0.4027	404.0	1616	1.1436
0.4027	405.0	1620	1.1654
0.4027	406.0	1624	1.1661
0.4027	407.0	1628	1.1561
0.4027	408.0	1632	1.1425
0.4027	409.0	1636	1.1329
0.4027	410.0	1640	1.1031
0.4027	411.0	1644	1.0969
0.4027	412.0	1648	1.1374
0.4027	413.0	1652	1.2151
0.4027	414.0	1656	1.2531
0.4027	415.0	1660	1.2576
0.4027	416.0	1664	1.2520
0.4027	417.0	1668	1.2261
0.4027	418.0	1672	1.1952
0.4027	419.0	1676	1.1627
0.4027	420.0	1680	1.1412
0.4027	421.0	1684	1.1316
0.4027	422.0	1688	1.1335
0.4027	423.0	1692	1.1366
0.4027	424.0	1696	1.1405
0.4027	425.0	1700	1.1503
0.4027	426.0	1704	1.1579
0.4027	427.0	1708	1.1629
0.4027	428.0	1712	1.1647
0.4027	429.0	1716	1.1752
0.4027	430.0	1720	1.2149
0.4027	431.0	1724	1.2361
0.4027	432.0	1728	1.2406
0.4027	433.0	1732	1.2271
0.4027	434.0	1736	1.2130
0.4027	435.0	1740	1.2011
0.4027	436.0	1744	1.1930
0.4027	437.0	1748	1.1895
0.4027	438.0	1752	1.1903
0.4027	439.0	1756	1.1907
0.4027	440.0	1760	1.1871
0.4027	441.0	1764	1.1850
0.4027	442.0	1768	1.1835
0.4027	443.0	1772	1.1841
0.4027	444.0	1776	1.1790
0.4027	445.0	1780	1.1860
0.4027	446.0	1784	1.1998
0.4027	447.0	1788	1.2106
0.4027	448.0	1792	1.2091
0.4027	449.0	1796	1.2059
0.4027	450.0	1800	1.2032
0.4027	451.0	1804	1.2225
0.4027	452.0	1808	1.2336
0.4027	453.0	1812	1.2409
0.4027	454.0	1816	1.2450
0.4027	455.0	1820	1.2479
0.4027	456.0	1824	1.2373
0.4027	457.0	1828	1.2258
0.4027	458.0	1832	1.2178
0.4027	459.0	1836	1.2142
0.4027	460.0	1840	1.2237
0.4027	461.0	1844	1.2365
0.4027	462.0	1848	1.2448
0.4027	463.0	1852	1.2462
0.4027	464.0	1856	1.2458
0.4027	465.0	1860	1.2426
0.4027	466.0	1864	1.2366
0.4027	467.0	1868	1.2280
0.4027	468.0	1872	1.2097
0.4027	469.0	1876	1.1996
0.4027	470.0	1880	1.1970
0.4027	471.0	1884	1.1946
0.4027	472.0	1888	1.1921
0.4027	473.0	1892	1.1885
0.4027	474.0	1896	1.1959
0.4027	475.0	1900	1.2028
0.4027	476.0	1904	1.2091
0.4027	477.0	1908	1.2131
0.4027	478.0	1912	1.2149
0.4027	479.0	1916	1.2142
0.4027	480.0	1920	1.2106
0.4027	481.0	1924	1.2185
0.4027	482.0	1928	1.2249
0.4027	483.0	1932	1.2221
0.4027	484.0	1936	1.2240
0.4027	485.0	1940	1.2291
0.4027	486.0	1944	1.2215
0.4027	487.0	1948	1.2306
0.4027	488.0	1952	1.2364
0.4027	489.0	1956	1.2394
0.4027	490.0	1960	1.2425
0.4027	491.0	1964	1.2441
0.4027	492.0	1968	1.2484
0.4027	493.0	1972	1.2533
0.4027	494.0	1976	1.2587
0.4027	495.0	1980	1.2861
0.4027	496.0	1984	1.3230
0.4027	497.0	1988	1.3310
0.4027	498.0	1992	1.3040
0.4027	499.0	1996	1.2828
0.4015	500.0	2000	1.2658
0.4015	501.0	2004	1.2563
0.4015	502.0	2008	1.2468
0.4015	503.0	2012	1.2381
0.4015	504.0	2016	1.2305
0.4015	505.0	2020	1.2271
0.4015	506.0	2024	1.2447
0.4015	507.0	2028	1.2642
0.4015	508.0	2032	1.2743
0.4015	509.0	2036	1.2797
0.4015	510.0	2040	1.2839
0.4015	511.0	2044	1.2645
0.4015	512.0	2048	1.2411
0.4015	513.0	2052	1.2261
0.4015	514.0	2056	1.2141
0.4015	515.0	2060	1.2026
0.4015	516.0	2064	1.1991
0.4015	517.0	2068	1.2004
0.4015	518.0	2072	1.1927
0.4015	519.0	2076	1.2065
0.4015	520.0	2080	1.1876
0.4015	521.0	2084	1.1670
0.4015	522.0	2088	1.2298
0.4015	523.0	2092	1.2412
0.4015	524.0	2096	1.2469
0.4015	525.0	2100	1.2639
0.4015	526.0	2104	1.2845
0.4015	527.0	2108	1.2928
0.4015	528.0	2112	1.2928
0.4015	529.0	2116	1.2901
0.4015	530.0	2120	1.2863
0.4015	531.0	2124	1.2819
0.4015	532.0	2128	1.2756
0.4015	533.0	2132	1.2602
0.4015	534.0	2136	1.2220
0.4015	535.0	2140	1.1909
0.4015	536.0	2144	1.1784
0.4015	537.0	2148	1.1824
0.4015	538.0	2152	1.1839
0.4015	539.0	2156	1.1836
0.4015	540.0	2160	1.1816
0.4015	541.0	2164	1.1767
0.4015	542.0	2168	1.1693
0.4015	543.0	2172	1.1573
0.4015	544.0	2176	1.1424
0.4015	545.0	2180	1.1312
0.4015	546.0	2184	1.1262
0.4015	547.0	2188	1.1330
0.4015	548.0	2192	1.1370
0.4015	549.0	2196	1.1386
0.4015	550.0	2200	1.1450
0.4015	551.0	2204	1.1489
0.4015	552.0	2208	1.1465
0.4015	553.0	2212	1.1458
0.4015	554.0	2216	1.1438
0.4015	555.0	2220	1.1405
0.4015	556.0	2224	1.1413
0.4015	557.0	2228	1.1443
0.4015	558.0	2232	1.1478
0.4015	559.0	2236	1.1519
0.4015	560.0	2240	1.1579
0.4015	561.0	2244	1.1543
0.4015	562.0	2248	1.1479
0.4015	563.0	2252	1.1474
0.4015	564.0	2256	1.1388
0.4015	565.0	2260	1.1312
0.4015	566.0	2264	1.1319
0.4015	567.0	2268	1.1345
0.4015	568.0	2272	1.1379
0.4015	569.0	2276	1.1343
0.4015	570.0	2280	1.1312
0.4015	571.0	2284	1.1294
0.4015	572.0	2288	1.1286
0.4015	573.0	2292	1.1313
0.4015	574.0	2296	1.1344
0.4015	575.0	2300	1.1408
0.4015	576.0	2304	1.1502
0.4015	577.0	2308	1.1605
0.4015	578.0	2312	1.1661
0.4015	579.0	2316	1.1772
0.4015	580.0	2320	1.1835
0.4015	581.0	2324	1.1882
0.4015	582.0	2328	1.1931
0.4015	583.0	2332	1.1966
0.4015	584.0	2336	1.1995
0.4015	585.0	2340	1.1999
0.4015	586.0	2344	1.1976
0.4015	587.0	2348	1.2158
0.4015	588.0	2352	1.2351
0.4015	589.0	2356	1.2386
0.4015	590.0	2360	1.2322
0.4015	591.0	2364	1.2268
0.4015	592.0	2368	1.2168
0.4015	593.0	2372	1.2058
0.4015	594.0	2376	1.1940
0.4015	595.0	2380	1.1846
0.4015	596.0	2384	1.1756
0.4015	597.0	2388	1.1728
0.4015	598.0	2392	1.1731
0.4015	599.0	2396	1.1747
0.4015	600.0	2400	1.1754
0.4015	601.0	2404	1.1738
0.4015	602.0	2408	1.1766
0.4015	603.0	2412	1.1779
0.4015	604.0	2416	1.1781
0.4015	605.0	2420	1.1755
0.4015	606.0	2424	1.1726
0.4015	607.0	2428	1.1691
0.4015	608.0	2432	1.1652
0.4015	609.0	2436	1.1594
0.4015	610.0	2440	1.1497
0.4015	611.0	2444	1.1450
0.4015	612.0	2448	1.1467
0.4015	613.0	2452	1.1463
0.4015	614.0	2456	1.1456
0.4015	615.0	2460	1.1613
0.4015	616.0	2464	1.1746
0.4015	617.0	2468	1.1846
0.4015	618.0	2472	1.1864
0.4015	619.0	2476	1.1849
0.4015	620.0	2480	1.1839
0.4015	621.0	2484	1.1802
0.4015	622.0	2488	1.1759
0.4015	623.0	2492	1.1711
0.4015	624.0	2496	1.1654
0.4009	625.0	2500	1.1607
0.4009	626.0	2504	1.1558
0.4009	627.0	2508	1.1530
0.4009	628.0	2512	1.1523
0.4009	629.0	2516	1.1515
0.4009	630.0	2520	1.1477
0.4009	631.0	2524	1.1447
0.4009	632.0	2528	1.1449
0.4009	633.0	2532	1.1450
0.4009	634.0	2536	1.1520
0.4009	635.0	2540	1.1594
0.4009	636.0	2544	1.1627
0.4009	637.0	2548	1.1648
0.4009	638.0	2552	1.1668
0.4009	639.0	2556	1.1679
0.4009	640.0	2560	1.1674
0.4009	641.0	2564	1.1629
0.4009	642.0	2568	1.1590
0.4009	643.0	2572	1.1572
0.4009	644.0	2576	1.1574
0.4009	645.0	2580	1.1560
0.4009	646.0	2584	1.1547
0.4009	647.0	2588	1.1626
0.4009	648.0	2592	1.1698
0.4009	649.0	2596	1.1810
0.4009	650.0	2600	1.1890
0.4009	651.0	2604	1.1906
0.4009	652.0	2608	1.1845
0.4009	653.0	2612	1.1802
0.4009	654.0	2616	1.1777
0.4009	655.0	2620	1.1755
0.4009	656.0	2624	1.1743
0.4009	657.0	2628	1.1838
0.4009	658.0	2632	1.1907
0.4009	659.0	2636	1.1953
0.4009	660.0	2640	1.2169
0.4009	661.0	2644	1.2343
0.4009	662.0	2648	1.2517
0.4009	663.0	2652	1.2641
0.4009	664.0	2656	1.2559
0.4009	665.0	2660	1.2292
0.4009	666.0	2664	1.2040
0.4009	667.0	2668	1.1851
0.4009	668.0	2672	1.1710
0.4009	669.0	2676	1.1577
0.4009	670.0	2680	1.1502
0.4009	671.0	2684	1.1591
0.4009	672.0	2688	1.1709
0.4009	673.0	2692	1.1813
0.4009	674.0	2696	1.1893
0.4009	675.0	2700	1.1942
0.4009	676.0	2704	1.1949
0.4009	677.0	2708	1.1814
0.4009	678.0	2712	1.1825
0.4009	679.0	2716	1.1880
0.4009	680.0	2720	1.1829
0.4009	681.0	2724	1.1667
0.4009	682.0	2728	1.1637
0.4009	683.0	2732	1.1631
0.4009	684.0	2736	1.1605
0.4009	685.0	2740	1.1599
0.4009	686.0	2744	1.1571
0.4009	687.0	2748	1.1528
0.4009	688.0	2752	1.1541
0.4009	689.0	2756	1.1628
0.4009	690.0	2760	1.1750
0.4009	691.0	2764	1.1855
0.4009	692.0	2768	1.1928
0.4009	693.0	2772	1.1962
0.4009	694.0	2776	1.1970
0.4009	695.0	2780	1.1976
0.4009	696.0	2784	1.1929
0.4009	697.0	2788	1.1959
0.4009	698.0	2792	1.2003
0.4009	699.0	2796	1.2046
0.4009	700.0	2800	1.2084
0.4009	701.0	2804	1.2097
0.4009	702.0	2808	1.2109
0.4009	703.0	2812	1.2124
0.4009	704.0	2816	1.2159
0.4009	705.0	2820	1.2190
0.4009	706.0	2824	1.2203
0.4009	707.0	2828	1.2186
0.4009	708.0	2832	1.2156
0.4009	709.0	2836	1.2086
0.4009	710.0	2840	1.2024
0.4009	711.0	2844	1.1998
0.4009	712.0	2848	1.1986
0.4009	713.0	2852	1.1981
0.4009	714.0	2856	1.2001
0.4009	715.0	2860	1.2019
0.4009	716.0	2864	1.2038
0.4009	717.0	2868	1.2051
0.4009	718.0	2872	1.1869
0.4009	719.0	2876	1.1780
0.4009	720.0	2880	1.1821
0.4009	721.0	2884	1.1875
0.4009	722.0	2888	1.1881
0.4009	723.0	2892	1.1867
0.4009	724.0	2896	1.1862
0.4009	725.0	2900	1.1858
0.4009	726.0	2904	1.1841
0.4009	727.0	2908	1.1803
0.4009	728.0	2912	1.1781
0.4009	729.0	2916	1.1751
0.4009	730.0	2920	1.1735
0.4009	731.0	2924	1.1709
0.4009	732.0	2928	1.1676
0.4009	733.0	2932	1.1643
0.4009	734.0	2936	1.1640
0.4009	735.0	2940	1.1636
0.4009	736.0	2944	1.1596
0.4009	737.0	2948	1.1704
0.4009	738.0	2952	1.1773
0.4009	739.0	2956	1.1814
0.4009	740.0	2960	1.1891
0.4009	741.0	2964	1.1954
0.4009	742.0	2968	1.2006
0.4009	743.0	2972	1.1996
0.4009	744.0	2976	1.1986
0.4009	745.0	2980	1.1979
0.4009	746.0	2984	1.1958
0.4009	747.0	2988	1.1947
0.4009	748.0	2992	1.1930
0.4009	749.0	2996	1.1894
0.4006	750.0	3000	1.1871
0.4006	751.0	3004	1.1853
0.4006	752.0	3008	1.1854
0.4006	753.0	3012	1.1866
0.4006	754.0	3016	1.1901
0.4006	755.0	3020	1.1924
0.4006	756.0	3024	1.1946
0.4006	757.0	3028	1.2176
0.4006	758.0	3032	1.2392
0.4006	759.0	3036	1.2502
0.4006	760.0	3040	1.2617
0.4006	761.0	3044	1.2924
0.4006	762.0	3048	1.3111
0.4006	763.0	3052	1.3042
0.4006	764.0	3056	1.2828
0.4006	765.0	3060	1.2628
0.4006	766.0	3064	1.2553
0.4006	767.0	3068	1.2600
0.4006	768.0	3072	1.2645
0.4006	769.0	3076	1.2678
0.4006	770.0	3080	1.2706
0.4006	771.0	3084	1.2620
0.4006	772.0	3088	1.2547
0.4006	773.0	3092	1.2503
0.4006	774.0	3096	1.2459
0.4006	775.0	3100	1.2452
0.4006	776.0	3104	1.2442
0.4006	777.0	3108	1.2393
0.4006	778.0	3112	1.2328
0.4006	779.0	3116	1.2249
0.4006	780.0	3120	1.2223
0.4006	781.0	3124	1.2302
0.4006	782.0	3128	1.2334
0.4006	783.0	3132	1.2332
0.4006	784.0	3136	1.2326
0.4006	785.0	3140	1.2330
0.4006	786.0	3144	1.2281
0.4006	787.0	3148	1.2294
0.4006	788.0	3152	1.2327
0.4006	789.0	3156	1.2408
0.4006	790.0	3160	1.2459
0.4006	791.0	3164	1.2488
0.4006	792.0	3168	1.2509
0.4006	793.0	3172	1.2510
0.4006	794.0	3176	1.2514
0.4006	795.0	3180	1.2491
0.4006	796.0	3184	1.2476
0.4006	797.0	3188	1.2470
0.4006	798.0	3192	1.2470
0.4006	799.0	3196	1.2464
0.4006	800.0	3200	1.2468
0.4006	801.0	3204	1.2460
0.4006	802.0	3208	1.2425
0.4006	803.0	3212	1.2415
0.4006	804.0	3216	1.2416
0.4006	805.0	3220	1.2420
0.4006	806.0	3224	1.2442
0.4006	807.0	3228	1.2465
0.4006	808.0	3232	1.2481
0.4006	809.0	3236	1.2477
0.4006	810.0	3240	1.2468
0.4006	811.0	3244	1.2467
0.4006	812.0	3248	1.2471
0.4006	813.0	3252	1.2486
0.4006	814.0	3256	1.2484
0.4006	815.0	3260	1.2484
0.4006	816.0	3264	1.2477
0.4006	817.0	3268	1.2545
0.4006	818.0	3272	1.2622
0.4006	819.0	3276	1.2672
0.4006	820.0	3280	1.2704
0.4006	821.0	3284	1.2719
0.4006	822.0	3288	1.2710
0.4006	823.0	3292	1.2697
0.4006	824.0	3296	1.2671
0.4006	825.0	3300	1.2717
0.4006	826.0	3304	1.2763
0.4006	827.0	3308	1.2774
0.4006	828.0	3312	1.2773
0.4006	829.0	3316	1.2765
0.4006	830.0	3320	1.2767
0.4006	831.0	3324	1.2760
0.4006	832.0	3328	1.2755
0.4006	833.0	3332	1.2742
0.4006	834.0	3336	1.2732
0.4006	835.0	3340	1.2681
0.4006	836.0	3344	1.2624
0.4006	837.0	3348	1.2577
0.4006	838.0	3352	1.2530
0.4006	839.0	3356	1.2488
0.4006	840.0	3360	1.2455
0.4006	841.0	3364	1.2440
0.4006	842.0	3368	1.2459
0.4006	843.0	3372	1.2487
0.4006	844.0	3376	1.2498
0.4006	845.0	3380	1.2504
0.4006	846.0	3384	1.2476
0.4006	847.0	3388	1.2446
0.4006	848.0	3392	1.2400
0.4006	849.0	3396	1.2353
0.4006	850.0	3400	1.2298
0.4006	851.0	3404	1.2246
0.4006	852.0	3408	1.2207
0.4006	853.0	3412	1.2129
0.4006	854.0	3416	1.2030
0.4006	855.0	3420	1.1937
0.4006	856.0	3424	1.1898
0.4006	857.0	3428	1.1907
0.4006	858.0	3432	1.1910
0.4006	859.0	3436	1.1919
0.4006	860.0	3440	1.1920
0.4006	861.0	3444	1.1923
0.4006	862.0	3448	1.1927
0.4006	863.0	3452	1.1933
0.4006	864.0	3456	1.1934
0.4006	865.0	3460	1.1937
0.4006	866.0	3464	1.1936
0.4006	867.0	3468	1.1932
0.4006	868.0	3472	1.1926
0.4006	869.0	3476	1.1917
0.4006	870.0	3480	1.1899
0.4006	871.0	3484	1.1884
0.4006	872.0	3488	1.1858
0.4006	873.0	3492	1.1842
0.4006	874.0	3496	1.1835
0.4	875.0	3500	1.1836
0.4	876.0	3504	1.1845
0.4	877.0	3508	1.1867
0.4	878.0	3512	1.1902
0.4	879.0	3516	1.1945
0.4	880.0	3520	1.1972
0.4	881.0	3524	1.1996
0.4	882.0	3528	1.2025
0.4	883.0	3532	1.2048
0.4	884.0	3536	1.2061
0.4	885.0	3540	1.2076
0.4	886.0	3544	1.2078
0.4	887.0	3548	1.2093
0.4	888.0	3552	1.2160
0.4	889.0	3556	1.2185
0.4	890.0	3560	1.2167
0.4	891.0	3564	1.2196
0.4	892.0	3568	1.2207
0.4	893.0	3572	1.2203
0.4	894.0	3576	1.2191
0.4	895.0	3580	1.2181
0.4	896.0	3584	1.2176
0.4	897.0	3588	1.2169
0.4	898.0	3592	1.2157
0.4	899.0	3596	1.2177
0.4	900.0	3600	1.2208
0.4	901.0	3604	1.2232
0.4	902.0	3608	1.2245
0.4	903.0	3612	1.2242
0.4	904.0	3616	1.2231
0.4	905.0	3620	1.2219
0.4	906.0	3624	1.2211
0.4	907.0	3628	1.2215
0.4	908.0	3632	1.2216
0.4	909.0	3636	1.2204
0.4	910.0	3640	1.2193
0.4	911.0	3644	1.2182
0.4	912.0	3648	1.2165
0.4	913.0	3652	1.2148
0.4	914.0	3656	1.2128
0.4	915.0	3660	1.2120
0.4	916.0	3664	1.2113
0.4	917.0	3668	1.2111
0.4	918.0	3672	1.2114
0.4	919.0	3676	1.2117
0.4	920.0	3680	1.2108
0.4	921.0	3684	1.2107
0.4	922.0	3688	1.2097
0.4	923.0	3692	1.2084
0.4	924.0	3696	1.2072
0.4	925.0	3700	1.2063
0.4	926.0	3704	1.2060
0.4	927.0	3708	1.2055
0.4	928.0	3712	1.2053
0.4	929.0	3716	1.2053
0.4	930.0	3720	1.2055
0.4	931.0	3724	1.2061
0.4	932.0	3728	1.2091
0.4	933.0	3732	1.2121
0.4	934.0	3736	1.2141
0.4	935.0	3740	1.2150
0.4	936.0	3744	1.2152
0.4	937.0	3748	1.2153
0.4	938.0	3752	1.2153
0.4	939.0	3756	1.2150
0.4	940.0	3760	1.2153
0.4	941.0	3764	1.2154
0.4	942.0	3768	1.2156
0.4	943.0	3772	1.2156
0.4	944.0	3776	1.2144
0.4	945.0	3780	1.2107
0.4	946.0	3784	1.2078
0.4	947.0	3788	1.2060
0.4	948.0	3792	1.2047
0.4	949.0	3796	1.2026
0.4	950.0	3800	1.2003
0.4	951.0	3804	1.1986
0.4	952.0	3808	1.1975
0.4	953.0	3812	1.1969
0.4	954.0	3816	1.1958
0.4	955.0	3820	1.1946
0.4	956.0	3824	1.1937
0.4	957.0	3828	1.1928
0.4	958.0	3832	1.1928
0.4	959.0	3836	1.1928
0.4	960.0	3840	1.1933
0.4	961.0	3844	1.1939
0.4	962.0	3848	1.1942
0.4	963.0	3852	1.1947
0.4	964.0	3856	1.1954
0.4	965.0	3860	1.1961
0.4	966.0	3864	1.1966
0.4	967.0	3868	1.1985
0.4	968.0	3872	1.2002
0.4	969.0	3876	1.2015
0.4	970.0	3880	1.2035
0.4	971.0	3884	1.2047
0.4	972.0	3888	1.2050
0.4	973.0	3892	1.2057
0.4	974.0	3896	1.2064
0.4	975.0	3900	1.2068
0.4	976.0	3904	1.2067
0.4	977.0	3908	1.2067
0.4	978.0	3912	1.2065
0.4	979.0	3916	1.2063
0.4	980.0	3920	1.2060
0.4	981.0	3924	1.2059
0.4	982.0	3928	1.2059
0.4	983.0	3932	1.2059
0.4	984.0	3936	1.2060
0.4	985.0	3940	1.2060
0.4	986.0	3944	1.2059
0.4	987.0	3948	1.2059
0.4	988.0	3952	1.2059
0.4	989.0	3956	1.2059
0.4	990.0	3960	1.2059
0.4	991.0	3964	1.2060
0.4	992.0	3968	1.2060
0.4	993.0	3972	1.2060
0.4	994.0	3976	1.2054
0.4	995.0	3980	1.2047
0.4	996.0	3984	1.2043
0.4	997.0	3988	1.2041
0.4	998.0	3992	1.2040
0.4	999.0	3996	1.2039
0.4009	1000.0	4000	1.2040

Framework versions

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