loss_log.csv

step,tokens_seen,cumulative_flops,train_loss,eval_loss,eval_loss_all_pos
500,16384000,4.641786e+16,37.100327,35.134290,35.134290
1000,32768000,9.283572e+16,20.691765,19.225471,19.225471
1500,49152000,1.392536e+17,11.940516,12.606237,12.606237
2000,65536000,1.856714e+17,8.730837,8.415411,8.415411
2500,81920000,2.320893e+17,7.416888,7.286997,7.286997
3000,98304000,2.785072e+17,6.824762,6.815901,6.815901
3500,114688000,3.249250e+17,6.531945,6.555652,6.555652
4000,131072000,3.713429e+17,6.265257,6.207828,6.207828
4500,147456000,4.177607e+17,6.087645,6.076762,6.076762
5000,163840000,4.641786e+17,5.909284,5.825068,5.825068
5500,180224000,5.105964e+17,5.743041,5.682855,5.682855
6000,196608000,5.570143e+17,5.590693,5.534815,5.534815
6500,212992000,6.034322e+17,5.468805,5.375235,5.375235
7000,229376000,6.498500e+17,5.324400,5.218491,5.218491
7500,245760000,6.962679e+17,5.165898,5.102441,5.102441
8000,262144000,7.426857e+17,5.048553,5.026153,5.026153
8500,278528000,7.891036e+17,4.978675,4.903840,4.903840
9000,294912000,8.355215e+17,4.893649,4.854841,4.854841
9500,311296000,8.819393e+17,4.810047,4.803187,4.803187
10000,327680000,9.283572e+17,4.759736,4.727611,4.727611
10500,344064000,9.747750e+17,4.704890,4.651133,4.651133
11000,360448000,1.021193e+18,4.650678,4.614977,4.614977
11500,376832000,1.067611e+18,4.615191,4.559406,4.559406
12000,393216000,1.114029e+18,4.572574,4.506527,4.506527
12500,409600000,1.160446e+18,4.544183,4.506069,4.506069
13000,425984000,1.206864e+18,4.506298,4.455217,4.455217
13500,442368000,1.253282e+18,4.465687,4.423411,4.423411
14000,458752000,1.299700e+18,4.441854,4.409588,4.409588
14500,475136000,1.346118e+18,4.417808,4.373496,4.373496
15000,491520000,1.392536e+18,4.392901,4.340161,4.340161
15500,507904000,1.438954e+18,4.353730,4.319284,4.319284
16000,524288000,1.485371e+18,4.344949,4.285903,4.285903
16500,540672000,1.531789e+18,4.329767,4.282253,4.282253
17000,557056000,1.578207e+18,4.294140,4.244959,4.244959
17500,573440000,1.624625e+18,4.282831,4.235341,4.235341
18000,589824000,1.671043e+18,4.263639,4.214576,4.214576
18500,606208000,1.717461e+18,4.247056,4.208770,4.208770
19000,622592000,1.763879e+18,4.233298,4.172926,4.172926
19500,638976000,1.810297e+18,4.234341,4.178783,4.178783
20000,655360000,1.856714e+18,4.204047,4.170730,4.170730
20500,671744000,1.903132e+18,4.201887,4.159797,4.159797
21000,688128000,1.949550e+18,4.181489,4.140955,4.140955
21500,704512000,1.995968e+18,4.140609,4.099090,4.099090
22000,720896000,2.042386e+18,4.177822,4.102159,4.102159
22500,737280000,2.088804e+18,4.144639,4.077858,4.077858
23000,753664000,2.135222e+18,4.140286,4.093182,4.093182
23500,770048000,2.181639e+18,4.123077,4.066122,4.066122
24000,786432000,2.228057e+18,4.122722,4.060867,4.060867
24500,802816000,2.274475e+18,4.097757,4.033418,4.033418
25000,819200000,2.320893e+18,4.084837,4.043704,4.043704
25500,835584000,2.367311e+18,4.064411,4.011984,4.011984
26000,851968000,2.413729e+18,4.053196,4.013630,4.013630
26500,868352000,2.460147e+18,4.040972,3.995329,3.995329
27000,884736000,2.506564e+18,4.016152,3.992118,3.992118
27500,901120000,2.552982e+18,4.032336,3.982306,3.982306
28000,917504000,2.599400e+18,4.028893,3.982547,3.982547
28500,933888000,2.645818e+18,4.013180,3.958743,3.958743
29000,950272000,2.692236e+18,4.006779,3.964059,3.964059
29500,966656000,2.738654e+18,3.984726,3.944588,3.944588
30000,983040000,2.785072e+18,3.986675,3.939429,3.939429
30500,999424000,2.831489e+18,3.970161,3.933569,3.933569
31000,1015808000,2.877907e+18,3.964387,3.917036,3.917036
31500,1032192000,2.924325e+18,3.968549,3.927835,3.927835
32000,1048576000,2.970743e+18,3.961939,3.910556,3.910556
32500,1064960000,3.017161e+18,3.963911,3.900786,3.900786
33000,1081344000,3.063579e+18,3.952551,3.889268,3.889268
33500,1097728000,3.109997e+18,3.921132,3.882220,3.882220
34000,1114112000,3.156414e+18,3.923926,3.870847,3.870847
34500,1130496000,3.202832e+18,3.913841,3.864762,3.864762
35000,1146880000,3.249250e+18,3.908465,3.850550,3.850550
35500,1163264000,3.295668e+18,3.910730,3.859969,3.859969
36000,1179648000,3.342086e+18,3.897755,3.850269,3.850269
36500,1196032000,3.388504e+18,3.895720,3.833719,3.833719
37000,1212416000,3.434922e+18,3.878905,3.835388,3.835388
37500,1228800000,3.481339e+18,3.872353,3.833662,3.833662
38000,1245184000,3.527757e+18,3.851963,3.819880,3.819880
38500,1261568000,3.574175e+18,3.866853,3.821742,3.821742
39000,1277952000,3.620593e+18,3.858610,3.822613,3.822613
39500,1294336000,3.667011e+18,3.861902,3.806994,3.806994
40000,1310720000,3.713429e+18,3.854895,3.806447,3.806447
40500,1327104000,3.759847e+18,3.847972,3.799995,3.799995
41000,1343488000,3.806264e+18,3.849271,3.796786,3.796786
41500,1359872000,3.852682e+18,3.842000,3.788216,3.788216
42000,1376256000,3.899100e+18,3.835217,3.785991,3.785991
42500,1392640000,3.945518e+18,3.845975,3.793402,3.793402
43000,1409024000,3.991936e+18,3.824520,3.773674,3.773674
43500,1425408000,4.038354e+18,3.809199,3.765615,3.765615
44000,1441792000,4.084772e+18,3.820140,3.764592,3.764592
44500,1458176000,4.131189e+18,3.800925,3.757493,3.757493
45000,1474560000,4.177607e+18,3.806860,3.755195,3.755195
45500,1490944000,4.224025e+18,3.796700,3.750589,3.750589
46000,1507328000,4.270443e+18,3.791134,3.749452,3.749452
46500,1523712000,4.316861e+18,3.783228,3.739846,3.739846
47000,1540096000,4.363279e+18,3.778064,3.738734,3.738734
47500,1556480000,4.409697e+18,3.770636,3.733552,3.733552
48000,1572864000,4.456114e+18,3.776531,3.731488,3.731488
48500,1589248000,4.502532e+18,3.766365,3.727837,3.727837
49000,1605632000,4.548950e+18,3.757220,3.713255,3.713255
49500,1622016000,4.595368e+18,3.770006,3.704167,3.704167
50000,1638400000,4.641786e+18,3.763906,3.700251,3.700251
50500,1654784000,4.688204e+18,3.758858,3.703851,3.703851
51000,1671168000,4.734622e+18,3.755537,3.694207,3.694207
51500,1687552000,4.781039e+18,3.750259,3.697173,3.697173
52000,1703936000,4.827457e+18,3.737303,3.692452,3.692452
52500,1720320000,4.873875e+18,3.720926,3.689171,3.689171
53000,1736704000,4.920293e+18,3.729275,3.679990,3.679990
53500,1753088000,4.966711e+18,3.721214,3.676685,3.676685
54000,1769472000,5.013129e+18,3.739478,3.680332,3.680332
54500,1785856000,5.059547e+18,3.720891,3.670359,3.670359
55000,1802240000,5.105964e+18,3.703669,3.667416,3.667416
55500,1818624000,5.152382e+18,3.699934,3.666391,3.666391
56000,1835008000,5.198800e+18,3.697948,3.658271,3.658271
56500,1851392000,5.245218e+18,3.715271,3.659269,3.659269
57000,1867776000,5.291636e+18,3.709651,3.659380,3.659380
57500,1884160000,5.338054e+18,3.706334,3.654017,3.654017
58000,1900544000,5.384472e+18,3.696691,3.644797,3.644797
58500,1916928000,5.430890e+18,3.687564,3.642377,3.642377
59000,1933312000,5.477307e+18,3.681345,3.634517,3.634517
59500,1949696000,5.523725e+18,3.680447,3.638620,3.638620
60000,1966080000,5.570143e+18,3.681849,3.630818,3.630818
60500,1982464000,5.616561e+18,3.696362,3.629979,3.629979
61000,1998848000,5.662979e+18,3.682805,3.630772,3.630772
61500,2015232000,5.709397e+18,3.685083,3.627034,3.627034
62000,2031616000,5.755815e+18,3.669539,3.619815,3.619815
62500,2048000000,5.802232e+18,3.672613,3.617128,3.617128
63000,2064384000,5.848650e+18,3.656802,3.609229,3.609229
63500,2080768000,5.895068e+18,3.674285,3.611305,3.611305
64000,2097152000,5.941486e+18,3.658173,3.603728,3.603728
64500,2113536000,5.987904e+18,3.655416,3.609918,3.609918
65000,2129920000,6.034322e+18,3.648592,3.599069,3.599069
65500,2146304000,6.080740e+18,3.651564,3.595311,3.595311
66000,2162688000,6.127157e+18,3.641486,3.596607,3.596607
66500,2179072000,6.173575e+18,3.646894,3.591408,3.591408
67000,2195456000,6.219993e+18,3.644630,3.582601,3.582601
67500,2211840000,6.266411e+18,3.626513,3.588635,3.588635
68000,2228224000,6.312829e+18,3.634644,3.585913,3.585913
68500,2244608000,6.359247e+18,3.610024,3.582518,3.582518
69000,2260992000,6.405665e+18,7.882361,7.246267,7.246267
69500,2277376000,6.452082e+18,3.780740,3.703770,3.703770
70000,2293760000,6.498500e+18,3.669947,3.617438,3.617438
70500,2310144000,6.544918e+18,3.644755,3.590177,3.590177
71000,2326528000,6.591336e+18,3.620392,3.582064,3.582064
71500,2342912000,6.637754e+18,3.625331,3.572614,3.572614
72000,2359296000,6.684172e+18,3.620446,3.573284,3.573284
72500,2375680000,6.730590e+18,3.618210,3.570489,3.570489
73000,2392064000,6.777007e+18,3.629760,3.564678,3.564678
73500,2408448000,6.823425e+18,3.626099,3.560773,3.560773
74000,2424832000,6.869843e+18,3.614275,3.555993,3.555993
74500,2441216000,6.916261e+18,3.611903,3.555366,3.555366
75000,2457600000,6.962679e+18,3.595443,3.551333,3.551333
75500,2473984000,7.009097e+18,3.607928,3.553111,3.553111
76000,2490368000,7.055515e+18,3.590321,3.546486,3.546486
76500,2506752000,7.101932e+18,3.595640,3.545849,3.545849
77000,2523136000,7.148350e+18,3.597140,3.538977,3.538977
77500,2539520000,7.194768e+18,3.582644,3.533623,3.533623
78000,2555904000,7.241186e+18,3.589875,3.532191,3.532191
78500,2572288000,7.287604e+18,3.568064,3.531166,3.531166
79000,2588672000,7.334022e+18,3.577671,3.532797,3.532797
79500,2605056000,7.380440e+18,3.575229,3.527331,3.527331
80000,2621440000,7.426857e+18,3.579421,3.523359,3.523359
80500,2637824000,7.473275e+18,3.567512,3.526413,3.526413
81000,2654208000,7.519693e+18,3.581832,3.520181,3.520181
81500,2670592000,7.566111e+18,3.565152,3.518297,3.518297
82000,2686976000,7.612529e+18,3.562203,3.514898,3.514898
82500,2703360000,7.658947e+18,3.602138,3.525835,3.525835
83000,2719744000,7.705365e+18,3.569441,3.516018,3.516018
83500,2736128000,7.751782e+18,3.567738,3.506838,3.506838
84000,2752512000,7.798200e+18,3.547510,3.508425,3.508425
84500,2768896000,7.844618e+18,3.550778,3.501193,3.501193
85000,2785280000,7.891036e+18,3.547213,3.500857,3.500857
85500,2801664000,7.937454e+18,3.546600,3.499128,3.499128
86000,2818048000,7.983872e+18,3.542251,3.495304,3.495304
86500,2834432000,8.030290e+18,3.543024,3.491346,3.491346
87000,2850816000,8.076707e+18,3.551197,3.492510,3.492510
87500,2867200000,8.123125e+18,3.531634,3.494550,3.494550
88000,2883584000,8.169543e+18,3.527215,3.484541,3.484541
88500,2899968000,8.215961e+18,3.538877,3.481680,3.481680
89000,2916352000,8.262379e+18,3.540176,3.480263,3.480263
89500,2932736000,8.308797e+18,3.533406,3.474801,3.474801
90000,2949120000,8.355215e+18,3.512379,3.477062,3.477062
90500,2965504000,8.401632e+18,3.523777,3.479644,3.479644
91000,2981888000,8.448050e+18,3.516975,3.472855,3.472855
91500,2998272000,8.494468e+18,3.516700,3.474341,3.474341
92000,3014656000,8.540886e+18,3.516354,3.467018,3.467018
92500,3031040000,8.587304e+18,3.508286,3.470295,3.470295
93000,3047424000,8.633722e+18,3.502573,3.465783,3.465783
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94000,3080192000,8.726558e+18,3.505598,3.459106,3.459106
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96000,3145728000,8.912229e+18,3.493296,3.457015,3.457015
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98000,3211264000,9.097900e+18,3.490189,3.446176,3.446176
98500,3227648000,9.144318e+18,3.489842,3.442869,3.442869
99000,3244032000,9.190736e+18,3.491312,3.442346,3.442346
99500,3260416000,9.237154e+18,3.487141,3.442306,3.442306
100000,3276800000,9.283572e+18,3.491577,3.441101,3.441101
100500,3293184000,9.329990e+18,3.489849,3.438271,3.438271
101000,3309568000,9.376408e+18,3.474860,3.434980,3.434980
101500,3325952000,9.422825e+18,3.490115,3.436517,3.436517
102000,3342336000,9.469243e+18,3.474536,3.436541,3.436541
102500,3358720000,9.515661e+18,3.473253,3.434409,3.434409
103000,3375104000,9.562079e+18,3.472043,3.427608,3.427608
103500,3391488000,9.608497e+18,3.477950,3.429820,3.429820
104000,3407872000,9.654915e+18,3.472242,3.428666,3.428666
104500,3424256000,9.701333e+18,3.473855,3.422276,3.422276
105000,3440640000,9.747750e+18,3.464941,3.422167,3.422167
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106000,3473408000,9.840586e+18,3.467151,3.422360,3.422360
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107000,3506176000,9.933422e+18,3.469728,3.416035,3.416035
107500,3522560000,9.979840e+18,3.477800,3.415504,3.415504
108000,3538944000,1.002626e+19,3.467010,3.410445,3.410445
108500,3555328000,1.007268e+19,3.467991,3.409783,3.409783
109000,3571712000,1.011909e+19,3.462826,3.408812,3.408812
109500,3588096000,1.016551e+19,3.467707,3.405563,3.405563
110000,3604480000,1.021193e+19,3.450631,3.406251,3.406251
110500,3620864000,1.025835e+19,3.455112,3.405713,3.405713
111000,3637248000,1.030476e+19,3.433409,3.399536,3.399536
111500,3653632000,1.035118e+19,3.449082,3.398949,3.398949
112000,3670016000,1.039760e+19,3.451175,3.398025,3.398025
112500,3686400000,1.044402e+19,3.453975,3.397251,3.397251
113000,3702784000,1.049044e+19,3.448305,3.395008,3.395008
113500,3719168000,1.053685e+19,3.443720,3.391371,3.391371
114000,3735552000,1.058327e+19,3.449614,3.390554,3.390554
114500,3751936000,1.062969e+19,3.438031,3.388300,3.388300
115000,3768320000,1.067611e+19,3.437600,3.381719,3.381719
115500,3784704000,1.072253e+19,3.443312,3.386547,3.386547
116000,3801088000,1.076894e+19,3.430007,3.383582,3.383582
116500,3817472000,1.081536e+19,3.430180,3.383057,3.383057
117000,3833856000,1.086178e+19,3.435660,3.381842,3.381842
117500,3850240000,1.090820e+19,3.431201,3.377204,3.377204
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