loss_log.csv

step,tokens_seen,cumulative_flops,train_loss,eval_loss
200,1638400,3.195456e+14,130.227051,49.114612
400,3276800,6.390911e+14,36.697067,32.974730
600,4915200,9.586367e+14,27.748974,26.302604
800,6553600,1.278182e+15,21.971012,21.076860
1000,8192000,1.597728e+15,17.486301,16.983871
1200,9830400,1.917273e+15,14.321301,13.925574
1400,11468800,2.236819e+15,12.105303,11.777330
1600,13107200,2.556365e+15,10.345705,10.276354
1800,14745600,2.875910e+15,9.300070,9.293179
2000,16384000,3.195456e+15,8.576459,8.677855
2200,18022400,3.515001e+15,8.183911,8.145952
2400,19660800,3.834547e+15,7.838444,7.879785
2600,21299200,4.154092e+15,7.544356,7.628366
2800,22937600,4.473638e+15,7.434825,7.453041
3000,24576000,4.793184e+15,7.272268,7.319666
3200,26214400,5.112729e+15,7.120768,7.228335
3400,27852800,5.432275e+15,7.064342,7.153232
3600,29491200,5.751820e+15,7.063698,7.091121
3800,31129600,6.071366e+15,7.009103,6.988083
4000,32768000,6.390911e+15,6.948662,6.950212
4200,34406400,6.710457e+15,6.797334,6.875125
4400,36044800,7.030002e+15,6.725504,6.839883
4600,37683200,7.349548e+15,6.729374,6.795844
4800,39321600,7.669094e+15,6.627934,6.741194
5000,40960000,7.988639e+15,6.693969,6.699454
5200,42598400,8.308185e+15,6.580316,6.654734
5400,44236800,8.627730e+15,6.552382,6.635920
5600,45875200,8.947276e+15,6.500182,6.564543
5800,47513600,9.266821e+15,6.467476,6.567964
6000,49152000,9.586367e+15,6.474178,6.514589
6200,50790400,9.905913e+15,6.615510,6.576023
6400,52428800,1.022546e+16,6.375124,6.479771
6600,54067200,1.054500e+16,6.386067,6.438362
6800,55705600,1.086455e+16,6.328523,6.416852
7000,57344000,1.118409e+16,6.302907,6.383370
7200,58982400,1.150364e+16,6.362252,6.362828
7400,60620800,1.182319e+16,6.225656,6.317640
7600,62259200,1.214273e+16,6.303036,6.319244
7800,63897600,1.246228e+16,6.210764,6.272249
8000,65536000,1.278182e+16,6.211465,6.252727
8200,67174400,1.310137e+16,6.221546,6.235043
8400,68812800,1.342091e+16,6.223497,6.199081
8600,70451200,1.374046e+16,6.151154,6.190257
8800,72089600,1.406000e+16,6.098145,6.154957
9000,73728000,1.437955e+16,6.076840,6.142999
9200,75366400,1.469910e+16,6.020806,6.129580
9400,77004800,1.501864e+16,5.991752,6.091328
9600,78643200,1.533819e+16,6.013803,6.080494
9800,80281600,1.565773e+16,6.010640,6.049270
10000,81920000,1.597728e+16,5.955131,6.053168
10200,83558400,1.629682e+16,5.966472,6.016263
10400,85196800,1.661637e+16,5.896626,5.989477
10600,86835200,1.693592e+16,5.919974,5.988563
10800,88473600,1.725546e+16,5.877972,5.997272
11000,90112000,1.757501e+16,5.909761,5.936324
11200,91750400,1.789455e+16,5.888148,5.931617
11400,93388800,1.821410e+16,5.901065,5.901069
11600,95027200,1.853364e+16,5.896879,5.872578
11800,96665600,1.885319e+16,5.898685,5.912170
12000,98304000,1.917273e+16,5.761439,5.852165
12200,99942400,1.949228e+16,5.769278,5.836343
12400,101580800,1.981183e+16,5.762236,5.821754
12600,103219200,2.013137e+16,5.772992,5.811617
12800,104857600,2.045092e+16,5.758946,5.790628
13000,106496000,2.077046e+16,5.751609,5.775281
13200,108134400,2.109001e+16,5.724822,5.781572
13400,109772800,2.140955e+16,5.726126,5.736532
13600,111411200,2.172910e+16,5.694927,5.727135
13800,113049600,2.204864e+16,5.663433,5.728335
14000,114688000,2.236819e+16,5.661006,5.700832
14200,116326400,2.268774e+16,5.639193,5.694990
14400,117964800,2.300728e+16,5.616767,5.662840
14600,119603200,2.332683e+16,5.599047,5.653574
14800,121241600,2.364637e+16,5.545499,5.670819
15000,122880000,2.396592e+16,5.567145,5.659662
15200,124518400,2.428546e+16,5.614766,5.621444
15400,126156800,2.460501e+16,5.570916,5.610531
15600,127795200,2.492455e+16,5.541698,5.594675
15800,129433600,2.524410e+16,5.579411,5.581623
16000,131072000,2.556365e+16,5.540847,5.570662
16200,132710400,2.588319e+16,5.474493,5.558120
16400,134348800,2.620274e+16,5.537912,5.553999
16600,135987200,2.652228e+16,5.463072,5.526962
16800,137625600,2.684183e+16,5.512750,5.517668
17000,139264000,2.716137e+16,5.383924,5.507839
17200,140902400,2.748092e+16,5.548588,5.497068
17400,142540800,2.780046e+16,5.472489,5.484418
17600,144179200,2.812001e+16,5.441441,5.450274
17800,145817600,2.843956e+16,5.392563,5.439072
18000,147456000,2.875910e+16,5.414300,5.424201
18200,149094400,2.907865e+16,5.399334,5.406579
18400,150732800,2.939819e+16,5.368440,5.413776
18600,152371200,2.971774e+16,5.304597,5.377811
18800,154009600,3.003728e+16,5.357873,5.363753
19000,155648000,3.035683e+16,5.343541,5.338391
19200,157286400,3.067637e+16,5.339965,5.319079
19400,158924800,3.099592e+16,5.317293,5.302841
19600,160563200,3.131547e+16,5.267056,5.291892
19800,162201600,3.163501e+16,5.264747,5.287824
20000,163840000,3.195456e+16,5.258566,5.271668
20200,165478400,3.227410e+16,5.277404,5.247305
20400,167116800,3.259365e+16,5.205916,5.239196
20600,168755200,3.291319e+16,5.215630,5.224047
20800,170393600,3.323274e+16,5.213171,5.214241
21000,172032000,3.355228e+16,5.218967,5.206450
21200,173670400,3.387183e+16,5.205684,5.189129
21400,175308800,3.419138e+16,5.176029,5.186981
21600,176947200,3.451092e+16,5.169227,5.173055
21800,178585600,3.483047e+16,5.195741,5.145686
22000,180224000,3.515001e+16,5.146630,5.142097
22200,181862400,3.546956e+16,5.133010,5.127595
22400,183500800,3.578910e+16,5.182997,5.132636
22600,185139200,3.610865e+16,5.110412,5.119031
22800,186777600,3.642819e+16,5.013552,5.114787
23000,188416000,3.674774e+16,5.093039,5.097759
23200,190054400,3.706729e+16,5.115088,5.092622
23400,191692800,3.738683e+16,5.092514,5.085555
23600,193331200,3.770638e+16,5.035001,5.061518
23800,194969600,3.802592e+16,5.076121,5.057184
24000,196608000,3.834547e+16,5.072472,5.059146
24200,198246400,3.866501e+16,5.005456,5.063601
24400,199884800,3.898456e+16,5.104202,5.049090
24600,201523200,3.930410e+16,5.030642,5.026657
24800,203161600,3.962365e+16,5.062429,5.030845
25000,204800000,3.994320e+16,5.013588,5.016915
25200,206438400,4.026274e+16,5.027766,5.003895
25400,208076800,4.058229e+16,5.017037,5.012193
25600,209715200,4.090183e+16,4.973155,5.003036
25800,211353600,4.122138e+16,4.998724,4.983930
26000,212992000,4.154092e+16,4.965681,4.982457
26200,214630400,4.186047e+16,4.983490,4.983919
26400,216268800,4.218001e+16,5.002312,4.983857
26600,217907200,4.249956e+16,4.947249,4.967775
26800,219545600,4.281911e+16,5.006645,4.956152
27000,221184000,4.313865e+16,5.008854,4.952522
27200,222822400,4.345820e+16,5.053755,4.965939
27400,224460800,4.377774e+16,4.970016,4.936600
27600,226099200,4.409729e+16,4.929111,4.935484
27800,227737600,4.441683e+16,4.982592,4.926879
28000,229376000,4.473638e+16,4.960555,4.924698
28200,231014400,4.505592e+16,4.919307,4.918381
28400,232652800,4.537547e+16,4.963993,4.908405
28600,234291200,4.569502e+16,4.945571,4.913040
28800,235929600,4.601456e+16,4.946143,4.916190
29000,237568000,4.633411e+16,4.888747,4.898688
29200,239206400,4.665365e+16,4.895547,4.885705
29400,240844800,4.697320e+16,4.889726,4.885847
29600,242483200,4.729274e+16,4.888758,4.881362
29800,244121600,4.761229e+16,4.903209,4.887653
30000,245760000,4.793184e+16,4.894593,4.869873
30200,247398400,4.825138e+16,4.856173,4.870074
30400,249036800,4.857093e+16,4.890203,4.858574
30600,250675200,4.889047e+16,4.890558,4.854121
30800,252313600,4.921002e+16,4.977382,4.856958
31000,253952000,4.952956e+16,4.836317,4.855774
31200,255590400,4.984911e+16,4.868461,4.844495
31400,257228800,5.016865e+16,4.836573,4.834600
31600,258867200,5.048820e+16,4.870291,4.837264
31800,260505600,5.080775e+16,4.847414,4.828998
32000,262144000,5.112729e+16,4.827676,4.824203
32200,263782400,5.144684e+16,4.840880,4.822238
32400,265420800,5.176638e+16,4.824489,4.819609
32600,267059200,5.208593e+16,4.908685,4.806568
32800,268697600,5.240547e+16,4.888838,4.836098
33000,270336000,5.272502e+16,4.893786,4.805209
33200,271974400,5.304456e+16,4.799847,4.796888
33400,273612800,5.336411e+16,4.946099,4.797330
33600,275251200,5.368366e+16,4.779496,4.785908
33800,276889600,5.400320e+16,4.848828,4.779592
34000,278528000,5.432275e+16,4.760550,4.779008
34200,280166400,5.464229e+16,4.716960,4.772569
34400,281804800,5.496184e+16,4.782419,4.770290
34600,283443200,5.528138e+16,4.786138,4.773215
34800,285081600,5.560093e+16,4.799222,4.769565
35000,286720000,5.592047e+16,4.751768,4.759073
35200,288358400,5.624002e+16,4.794165,4.753325
35400,289996800,5.655957e+16,4.806932,4.749305
35600,291635200,5.687911e+16,4.789001,4.745153
35800,293273600,5.719866e+16,4.792180,4.740626
36000,294912000,5.751820e+16,4.783215,4.737261
36200,296550400,5.783775e+16,4.758497,4.734993
36400,298188800,5.815729e+16,4.766977,4.740966
36600,299827200,5.847684e+16,4.751284,4.740371
36800,301465600,5.879638e+16,4.803379,4.724600
37000,303104000,5.911593e+16,4.774407,4.720144
37200,304742400,5.943548e+16,4.742641,4.724848
37400,306380800,5.975502e+16,4.754739,4.722825
37600,308019200,6.007457e+16,4.730493,4.712145
37800,309657600,6.039411e+16,4.794827,4.707060
38000,311296000,6.071366e+16,4.741344,4.704295
38200,312934400,6.103320e+16,4.674699,4.708243
38400,314572800,6.135275e+16,4.806354,4.698081
38600,316211200,6.167229e+16,4.750468,4.695230
38800,317849600,6.199184e+16,4.679437,4.689726
39000,319488000,6.231139e+16,4.689556,4.686978
39200,321126400,6.263093e+16,4.718577,4.685251
39400,322764800,6.295048e+16,4.714371,4.692782
39600,324403200,6.327002e+16,4.734704,4.676902
39800,326041600,6.358957e+16,4.697455,4.670519
40000,327680000,6.390911e+16,4.722493,4.671522
40200,329318400,6.422866e+16,4.667257,4.671756
40400,330956800,6.454820e+16,4.765371,4.665678
40600,332595200,6.486775e+16,4.680342,4.665910
40800,334233600,6.518730e+16,4.791938,4.664431
41000,335872000,6.550684e+16,4.685152,4.655858
41200,337510400,6.582639e+16,4.689971,4.656437
41400,339148800,6.614593e+16,4.635433,4.654489
41600,340787200,6.646548e+16,4.724004,4.648133
41800,342425600,6.678502e+16,4.670833,4.640532
42000,344064000,6.710457e+16,4.655665,4.640479
42200,345702400,6.742411e+16,4.707494,4.640104
42400,347340800,6.774366e+16,4.628447,4.635695
42600,348979200,6.806321e+16,4.710450,4.636181
42800,350617600,6.838275e+16,4.665418,4.628068
43000,352256000,6.870230e+16,4.652045,4.627739
43200,353894400,6.902184e+16,4.653975,4.621837
43400,355532800,6.934139e+16,4.621690,4.615104
43600,357171200,6.966093e+16,4.594985,4.613270
43800,358809600,6.998048e+16,4.665538,4.602815
44000,360448000,7.030002e+16,4.702568,4.607063
44200,362086400,7.061957e+16,4.642787,4.606772
44400,363724800,7.093912e+16,4.651173,4.604026
44600,365363200,7.125866e+16,4.617584,4.603532
44800,367001600,7.157821e+16,4.629213,4.602565
45000,368640000,7.189775e+16,4.625804,4.590338
45200,370278400,7.221730e+16,4.666371,4.597336
45400,371916800,7.253684e+16,4.607368,4.587420
45600,373555200,7.285639e+16,4.603873,4.586760
45800,375193600,7.317593e+16,4.620700,4.583739
46000,376832000,7.349548e+16,4.579940,4.588259
46200,378470400,7.381503e+16,4.590279,4.582180
46400,380108800,7.413457e+16,4.559047,4.569258
46600,381747200,7.445412e+16,4.635775,4.571912
46800,383385600,7.477366e+16,4.601882,4.573063
47000,385024000,7.509321e+16,4.550365,4.572897
47200,386662400,7.541275e+16,4.568855,4.570534
47400,388300800,7.573230e+16,4.585050,4.558837
47600,389939200,7.605184e+16,4.619236,4.559065
47800,391577600,7.637139e+16,4.588385,4.557755
48000,393216000,7.669094e+16,4.576506,4.555845
48200,394854400,7.701048e+16,4.610258,4.549162
48400,396492800,7.733003e+16,4.622056,4.546032
48600,398131200,7.764957e+16,4.564069,4.543253
48800,399769600,7.796912e+16,4.544642,4.545475
49000,401408000,7.828866e+16,4.617491,4.541131
49200,403046400,7.860821e+16,4.599110,4.544553
49400,404684800,7.892776e+16,4.566598,4.536629
49600,406323200,7.924730e+16,4.612355,4.536908
49800,407961600,7.956685e+16,4.567545,4.532370
50000,409600000,7.988639e+16,4.557692,4.527795
50200,411238400,8.020594e+16,4.566815,4.524507
50400,412876800,8.052548e+16,4.541421,4.522714
50600,414515200,8.084503e+16,4.588036,4.524668
50800,416153600,8.116457e+16,4.483385,4.528057
51000,417792000,8.148412e+16,4.521500,4.516700
51200,419430400,8.180367e+16,4.553361,4.514803
51400,421068800,8.212321e+16,4.545940,4.513697
51600,422707200,8.244276e+16,4.604218,4.511100
51800,424345600,8.276230e+16,4.586852,4.511248
52000,425984000,8.308185e+16,4.537574,4.509321
52200,427622400,8.340139e+16,4.539604,4.503838
52400,429260800,8.372094e+16,4.504856,4.498199
52600,430899200,8.404048e+16,4.518185,4.496127
52800,432537600,8.436003e+16,4.522256,4.493954
53000,434176000,8.467958e+16,4.529427,4.492323
53200,435814400,8.499912e+16,4.559022,4.486354
53400,437452800,8.531867e+16,4.520195,4.493629
53600,439091200,8.563821e+16,4.528220,4.489487
53800,440729600,8.595776e+16,4.479137,4.485261
54000,442368000,8.627730e+16,4.538397,4.482631
54200,444006400,8.659685e+16,4.561651,4.478656
54400,445644800,8.691639e+16,4.574537,4.474827
54600,447283200,8.723594e+16,4.526180,4.473924
54800,448921600,8.755549e+16,4.520579,4.469384
55000,450560000,8.787503e+16,4.540035,4.477980
55200,452198400,8.819458e+16,4.496884,4.464165
55400,453836800,8.851412e+16,4.529068,4.467787
55600,455475200,8.883367e+16,4.519684,4.458645
55800,457113600,8.915321e+16,4.472632,4.464325
56000,458752000,8.947276e+16,4.552344,4.458239
56200,460390400,8.979230e+16,4.477966,4.457319
56400,462028800,9.011185e+16,4.477909,4.454801
56600,463667200,9.043140e+16,4.525843,4.451640
56800,465305600,9.075094e+16,4.474623,4.458852
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