step,tokens_seen,cumulative_flops,train_loss,eval_loss
100,1638400,1.391569e+14,225.844681,97.954758
22000,32768000,2.783139e+15,8.506311,8.436130
3000,49152000,4.174708e+15,7.193053,7.269370
4000,65536000,5.566278e+15,6.924561,6.941456
5000,81920000,6.957847e+15,6.718804,6.803881
6000,98304000,8.349416e+15,6.549827,6.627740
7000,114688000,9.740986e+15,6.455658,6.514653
8000,131072000,1.113256e+16,6.362338,6.414859
9000,147456000,1.252412e+16,6.234693,6.280368
10000,163840000,1.391569e+16,6.148176,6.203286
11000,180224000,1.530726e+16,6.032979,6.096135
12000,196608000,1.669883e+16,5.981182,6.010257
13000,212992000,1.809040e+16,5.875840,5.943455
14000,229376000,1.948197e+16,5.837852,5.877990
15000,245760000,2.087354e+16,5.789522,5.827886
16000,262144000,2.226511e+16,5.725587,5.760815
17000,278528000,2.365668e+16,5.641832,5.715135
18000,294912000,2.504825e+16,5.612647,5.660678
19000,311296000,2.643982e+16,5.590335,5.605447
20000,327680000,2.783139e+16,5.554179,5.563425
21000,344064000,2.922296e+16,5.471868,5.516019
22000,360448000,3.061453e+16,5.485044,5.470177
23000,376832000,3.200610e+16,5.388612,5.430152
24000,393216000,3.339767e+16,5.385825,5.387468
25000,409600000,3.478924e+16,5.337615,5.344008
26000,425984000,3.618080e+16,5.319715,5.308346
27000,442368000,3.757237e+16,5.289299,5.274510
28000,458752000,3.896394e+16,5.296870,5.245720
29000,475136000,4.035551e+16,5.247191,5.212781
30000,491520000,4.174708e+16,5.157241,5.184174
31000,507904000,4.313865e+16,5.168890,5.158585
32000,524288000,4.453022e+16,5.137021,5.132143
33000,540672000,4.592179e+16,5.100421,5.107669
34000,557056000,4.731336e+16,5.124192,5.082660
35000,573440000,4.870493e+16,5.131532,5.073334
36000,589824000,5.009650e+16,5.113039,5.042052
37000,606208000,5.148807e+16,5.047494,5.020467
38000,622592000,5.287964e+16,5.012147,4.993756
39000,638976000,5.427121e+16,4.988847,4.975495
40000,655360000,5.566278e+16,4.986981,4.957936
41000,671744000,5.705435e+16,4.922657,4.940951
42000,688128000,5.844591e+16,4.924021,4.919944
43000,704512000,5.983748e+16,5.002905,4.910346
44000,720896000,6.122905e+16,4.909771,4.887828
45000,737280000,6.262062e+16,4.957529,4.877741
46000,753664000,6.401219e+16,4.868822,4.860972
47000,770048000,6.540376e+16,4.878056,4.845365
48000,786432000,6.679533e+16,4.831939,4.831781
49000,802816000,6.818690e+16,4.874468,4.810513
50000,819200000,6.957847e+16,4.838295,4.803775
51000,835584000,7.097004e+16,4.779777,4.789468
52000,851968000,7.236161e+16,4.810642,4.778634
53000,868352000,7.375318e+16,4.772394,4.755502
54000,884736000,7.514475e+16,4.754261,4.748060
55000,901120000,7.653632e+16,4.762211,4.729552
56000,917504000,7.792789e+16,4.763942,4.713976
57000,933888000,7.931946e+16,4.687285,4.704176
58000,950272000,8.071103e+16,4.733433,4.686715
59000,966656000,8.210259e+16,4.723663,4.680543
60000,983040000,8.349416e+16,4.710476,4.663358
61000,999424000,8.488573e+16,4.698914,4.656216
62000,1015808000,8.627730e+16,4.695229,4.648825
63000,1032192000,8.766887e+16,4.699044,4.638109
64000,1048576000,8.906044e+16,4.687057,4.628257
65000,1064960000,9.045201e+16,4.680294,4.616890
66000,1081344000,9.184358e+16,4.684727,4.608620
67000,1097728000,9.323515e+16,4.616378,4.599822
68000,1114112000,9.462672e+16,4.628448,4.591462
69000,1130496000,9.601829e+16,4.599319,4.578921
70000,1146880000,9.740986e+16,4.628337,4.571518
71000,1163264000,9.880143e+16,4.597287,4.563010
72000,1179648000,1.001930e+17,4.591655,4.555991
73000,1196032000,1.015846e+17,4.597958,4.543442
74000,1212416000,1.029761e+17,4.588411,4.540329
75000,1228800000,1.043677e+17,4.594864,4.532101
76000,1245184000,1.057593e+17,4.564525,4.528554
77000,1261568000,1.071508e+17,4.573165,4.519655
78000,1277952000,1.085424e+17,4.548463,4.510553
79000,1294336000,1.099340e+17,4.563887,4.501615
80000,1310720000,1.113256e+17,4.517709,4.498553
81000,1327104000,1.127171e+17,4.614556,4.489379
82000,1343488000,1.141087e+17,4.556178,4.488927
83000,1359872000,1.155003e+17,4.485929,4.479677
84000,1376256000,1.168918e+17,4.557172,4.470720
85000,1392640000,1.182834e+17,4.578504,4.469379
86000,1409024000,1.196750e+17,4.553546,4.463724
87000,1425408000,1.210665e+17,4.520164,4.456747
88000,1441792000,1.224581e+17,4.533484,4.451470
89000,1458176000,1.238497e+17,4.501318,4.446827
90000,1474560000,1.252412e+17,4.484973,4.439767
91000,1490944000,1.266328e+17,4.465209,4.434091
92000,1507328000,1.280244e+17,4.483761,4.430896
93000,1523712000,1.294160e+17,4.487787,4.429029
94000,1540096000,1.308075e+17,4.479585,4.424472
95000,1556480000,1.321991e+17,4.459658,4.419121
96000,1572864000,1.335907e+17,4.453886,4.415073
97000,1589248000,1.349822e+17,4.465098,4.409739
98000,1605632000,1.363738e+17,4.489886,4.406400
99000,1622016000,1.377654e+17,4.455709,4.400081
100000,1638400000,1.391569e+17,4.529436,4.399031
101000,1654784000,1.405485e+17,4.497740,4.395542
102000,1671168000,1.419401e+17,4.469635,4.390802
103000,1687552000,1.433316e+17,4.454369,4.384891
104000,1703936000,1.447232e+17,4.429090,4.381760
105000,1720320000,1.461148e+17,4.458646,4.377854
106000,1736704000,1.475064e+17,4.427964,4.373133
107000,1753088000,1.488979e+17,4.461853,4.369724
108000,1769472000,1.502895e+17,4.428376,4.369009
109000,1785856000,1.516811e+17,4.439140,4.364928
110000,1802240000,1.530726e+17,4.485118,4.361457
111000,1818624000,1.544642e+17,4.409062,4.359461
112000,1835008000,1.558558e+17,4.402009,4.357985
113000,1851392000,1.572473e+17,4.404893,4.356746
114000,1867776000,1.586389e+17,4.460275,4.353935
115000,1884160000,1.600305e+17,4.459755,4.352495
116000,1900544000,1.614221e+17,4.448326,4.350996
117000,1916928000,1.628136e+17,4.379227,4.348562
118000,1933312000,1.642052e+17,4.431526,4.347875
119000,1949696000,1.655968e+17,4.414466,4.346042
120000,1966080000,1.669883e+17,4.382000,4.343721
121000,1982464000,1.683799e+17,4.397622,4.342912
122000,1998848000,1.697715e+17,4.408967,4.341871
122071,2000011264,1.698703e+17,4.408967,4.378660
+16,5.910869,5.977122
12900,211353600,1.795125e+16,5.885870,5.960133
13000,212992000,1.809040e+16,5.888760,5.958677
13100,214630400,1.822956e+16,5.885373,5.952293
13200,216268800,1.836872e+16,5.910660,5.945117
13300,217907200,1.850787e+16,5.875779,5.941518
13400,219545600,1.864703e+16,5.919076,5.933486
13500,221184000,1.878619e+16,5.921306,5.923890
13600,222822400,1.892534e+16,5.947333,5.940241
13700,224460800,1.906450e+16,5.876772,5.902874
13800,226099200,1.920366e+16,5.844826,5.899270
13900,227737600,1.934281e+16,5.865899,5.911274
14000,229376000,1.948197e+16,5.846771,5.889492
14100,231014400,1.962113e+16,5.816747,5.885620
14200,232652800,1.976029e+16,5.851576,5.877687
14300,234291200,1.989944e+16,5.822470,5.881368
14400,235929600,2.003860e+16,5.837814,5.868886
14500,237568000,2.017776e+16,5.798197,5.853328
14600,239206400,2.031691e+16,5.794942,5.849136
14700,240844800,2.045607e+16,5.792602,5.842344
14800,242483200,2.059523e+16,5.783584,5.833068
14900,244121600,2.073438e+16,5.802086,5.850605
15000,245760000,2.087354e+16,5.799391,5.833701
15100,247398400,2.101270e+16,5.763690,5.825097
15200,249036800,2.115185e+16,5.785007,5.807739
15300,250675200,2.129101e+16,5.787137,5.811913
15400,252313600,2.143017e+16,5.862488,5.807003
15500,253952000,2.156933e+16,5.757378,5.800224
15600,255590400,2.170848e+16,5.757719,5.794728
15700,257228800,2.184764e+16,5.743077,5.799287
15800,258867200,2.198680e+16,5.744961,5.772039
15900,260505600,2.212595e+16,5.740576,5.772903
16000,262144000,2.226511e+16,5.735984,5.766503
16100,263782400,2.240427e+16,5.706297,5.765723
16200,265420800,2.254342e+16,5.696224,5.771067
16300,267059200,2.268258e+16,5.775980,5.755464
16400,268697600,2.282174e+16,5.770017,5.776046
16500,270336000,2.296090e+16,5.767045,5.750415
16600,271974400,2.310005e+16,5.678950,5.737012
16700,273612800,2.323921e+16,5.815884,5.740891
16800,275251200,2.337837e+16,5.686930,5.724816
16900,276889600,2.351752e+16,5.709818,5.713423
17000,278528000,2.365668e+16,5.643410,5.719162
17100,280166400,2.379584e+16,5.580243,5.704963
17200,281804800,2.393499e+16,5.647510,5.702790
17300,283443200,2.407415e+16,5.653007,5.707125
17400,285081600,2.421331e+16,5.671381,5.717521
17500,286720000,2.435246e+16,5.676573,5.696786
17600,288358400,2.449162e+16,5.672157,5.689805
17700,289996800,2.463078e+16,5.656630,5.678286
17800,291635200,2.476994e+16,5.654680,5.678103
17900,293273600,2.490909e+16,5.646265,5.679353
18000,294912000,2.504825e+16,5.623403,5.672863
18100,296550400,2.518741e+16,5.649857,5.666695
18200,298188800,2.532656e+16,5.642068,5.670858
18300,299827200,2.546572e+16,5.621827,5.664496
18400,301465600,2.560488e+16,5.656360,5.654358
18500,303104000,2.574403e+16,5.623655,5.645623
18600,304742400,2.588319e+16,5.593837,5.648151
18700,306380800,2.602235e+16,5.643401,5.650810
18800,308019200,2.616150e+16,5.612049,5.633089
18900,309657600,2.630066e+16,5.624724,5.634775
19000,311296000,2.643982e+16,5.604141,5.620260
19100,312934400,2.657898e+16,5.567106,5.626123
19200,314572800,2.671813e+16,5.638453,5.615496
19300,316211200,2.685729e+16,5.602627,5.619103
19400,317849600,2.699645e+16,5.535319,5.602957
19500,319488000,2.713560e+16,5.516935,5.603839
19600,321126400,2.727476e+16,5.547432,5.600156
19700,322764800,2.741392e+16,5.560141,5.600313
19800,324403200,2.755307e+16,5.566203,5.594106
19900,326041600,2.769223e+16,5.552889,5.585354
20000,327680000,2.783139e+16,5.570297,5.582770
20100,329318400,2.797055e+16,5.528486,5.574426
20200,330956800,2.810970e+16,5.576522,5.573226
20300,332595200,2.824886e+16,5.552915,5.572327
20400,334233600,2.838802e+16,5.602529,5.569439
20500,335872000,2.852717e+16,5.528914,5.559274
20600,337510400,2.866633e+16,5.509561,5.559151
20700,339148800,2.880549e+16,5.478256,5.547601
20800,340787200,2.894464e+16,5.534280,5.536054
20900,342425600,2.908380e+16,5.516638,5.545978
21000,344064000,2.922296e+16,5.490457,5.538266
21100,345702400,2.936211e+16,5.569211,5.537870
21200,347340800,2.950127e+16,5.482139,5.529644
21300,348979200,2.964043e+16,5.512632,5.526328
21400,350617600,2.977959e+16,5.485480,5.527612
21500,352256000,2.991874e+16,5.489356,5.511446
21600,353894400,3.005790e+16,5.482974,5.515310
21700,355532800,3.019706e+16,5.471561,5.500417
21800,357171200,3.033621e+16,5.463097,5.509367
21900,358809600,3.047537e+16,5.510596,5.492314
22000,360448000,3.061453e+16,5.505643,5.494460
22100,362086400,3.075368e+16,5.474455,5.496092
22200,363724800,3.089284e+16,5.475919,5.489242
22300,365363200,3.103200e+16,5.452938,5.476935
22400,367001600,3.117115e+16,5.474463,5.479088
22500,368640000,3.131031e+16,5.471847,5.472249
22600,370278400,3.144947e+16,5.483377,5.476730
22700,371916800,3.158863e+16,5.437253,5.468282
22800,373555200,3.172778e+16,5.422267,5.461988
22900,375193600,3.186694e+16,5.442107,5.455513
23000,376832000,3.200610e+16,5.411711,5.460261
23100,378470400,3.214525e+16,5.416117,5.460321
23200,380108800,3.228441e+16,5.390952,5.448895
23300,381747200,3.242357e+16,5.450152,5.448736
23400,383385600,3.256272e+16,5.449103,5.446346
23500,385024000,3.270188e+16,5.405367,5.447298
23600,386662400,3.284104e+16,5.414799,5.439239
23700,388300800,3.298019e+16,5.429348,5.427772
23800,389939200,3.311935e+16,5.451199,5.428293
23900,391577600,3.325851e+16,5.389168,5.423594
24000,393216000,3.339767e+16,5.412568,5.425344
24100,394854400,3.353682e+16,5.417121,5.414370
24200,396492800,3.367598e+16,5.430326,5.412498
24300,398131200,3.381514e+16,5.394088,5.406880
24400,399769600,3.395429e+16,5.370771,5.400985
24500,401408000,3.409345e+16,5.410629,5.398795
24600,403046400,3.423261e+16,5.412252,5.404964
24700,404684800,3.437176e+16,5.386300,5.400520
24800,406323200,3.451092e+16,5.412332,5.399981
24900,407961600,3.465008e+16,5.398666,5.396564
25000,409600000,3.478924e+16,5.364009,5.377727
25100,411238400,3.492839e+16,5.370292,5.380009
25200,412876800,3.506755e+16,5.353685,5.381458
25300,414515200,3.520671e+16,5.376621,5.373280
25400,416153600,3.534586e+16,5.291607,5.381788
25500,417792000,3.548502e+16,5.328749,5.368696
25600,419430400,3.562418e+16,5.340219,5.371413
25700,421068800,3.576333e+16,5.346594,5.362447
25800,422707200,3.590249e+16,5.389690,5.357962
25900,424345600,3.604165e+16,5.383072,5.362234
26000,425984000,3.618080e+16,5.348198,5.348579
26100,427622400,3.631996e+16,5.330865,5.345020
26200,429260800,3.645912e+16,5.306459,5.342839
26300,430899200,3.659828e+16,5.316447,5.336596
26400,432537600,3.673743e+16,5.321119,5.335150
26500,434176000,3.687659e+16,5.326176,5.327415
26600,435814400,3.701575e+16,5.346611,5.327918
26700,437452800,3.715490e+16,5.333841,5.334677
26800,439091200,3.729406e+16,5.333182,5.330179
26900,440729600,3.743322e+16,5.290162,5.319958
27000,442368000,3.757237e+16,5.320450,5.317188
27100,444006400,3.771153e+16,5.340660,5.311359
27200,445644800,3.785069e+16,5.360484,5.302165
27300,447283200,3.798984e+16,5.308916,5.305171
27400,448921600,3.812900e+16,5.277702,5.305050
27500,450560000,3.826816e+16,5.311988,5.304171
27600,452198400,3.840732e+16,5.282384,5.301763
27700,453836800,3.854647e+16,5.321062,5.290040
27800,455475200,3.868563e+16,5.300214,5.284709
27900,457113600,3.882479e+16,5.288904,5.288197
28000,458752000,3.896394e+16,5.326203,5.288332
28100,460390400,3.910310e+16,5.268057,5.281723
28200,462028800,3.924226e+16,5.266708,5.285468
28300,463667200,3.938141e+16,5.292442,5.274439
28400,465305600,3.952057e+16,5.275817,5.286810
28500,466944000,3.965973e+16,5.228601,5.276580
28600,468582400,3.979888e+16,5.216381,5.275989
28700,470220800,3.993804e+16,5.263976,5.267147
28800,471859200,4.007720e+16,5.244010,5.272677
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