loss_log.csv

step,tokens_seen,cumulative_flops,train_loss,eval_loss
100,1638400,3.195456e+14,421.811859,284.497647
200,3276800,6.390911e+14,123.896568,49.188510
300,4915200,9.586367e+14,51.319454,37.356310
400,6553600,1.278182e+15,36.292881,32.681889
500,8192000,1.597728e+15,30.745123,28.921397
600,9830400,1.917273e+15,27.027948,25.546199
700,11468800,2.236819e+15,23.972353,22.672813
800,13107200,2.556365e+15,20.933176,20.013305
900,14745600,2.875910e+15,18.594063,17.622912
1000,16384000,3.195456e+15,16.420105,15.626452
1100,18022400,3.515001e+15,14.528032,13.750183
1200,19660800,3.834547e+15,12.956989,12.418345
1300,21299200,4.154092e+15,11.797553,11.385756
1400,22937600,4.473638e+15,10.881620,10.505765
1500,24576000,4.793184e+15,10.115036,9.813228
1600,26214400,5.112729e+15,9.385244,9.346647
1700,27852800,5.432275e+15,9.025685,8.921106
1800,29491200,5.751820e+15,8.788639,8.632326
1900,31129600,6.071366e+15,8.444837,8.274432
2000,32768000,6.390911e+15,8.163037,8.122066
2100,34406400,6.710457e+15,7.863095,7.885840
2200,36044800,7.030002e+15,7.658732,7.719846
2300,37683200,7.349548e+15,7.557963,7.617344
2400,39321600,7.669094e+15,7.433188,7.529230
2500,40960000,7.988639e+15,7.390310,7.383039
2600,42598400,8.308185e+15,7.287409,7.323490
2700,44236800,8.627730e+15,7.230017,7.274195
2800,45875200,8.947276e+15,7.164321,7.185670
2900,47513600,9.266821e+15,7.084166,7.177295
3000,49152000,9.586367e+15,7.055009,7.117331
3100,50790400,9.905913e+15,7.008758,7.064029
3200,52428800,1.022546e+16,6.937259,7.023639
3300,54067200,1.054500e+16,6.954355,6.982712
3400,55705600,1.086455e+16,6.914638,6.949965
3500,57344000,1.118409e+16,6.854589,6.932263
3600,58982400,1.150364e+16,6.887140,6.911878
3700,60620800,1.182319e+16,6.792386,6.871900
3800,62259200,1.214273e+16,6.843200,6.831471
3900,63897600,1.246228e+16,6.757875,6.797535
4000,65536000,1.278182e+16,6.756627,6.773073
4100,67174400,1.310137e+16,6.708211,6.758691
4200,68812800,1.342091e+16,6.729222,6.743405
4300,70451200,1.374046e+16,6.699326,6.714318
4400,72089600,1.406000e+16,6.646456,6.680659
4500,73728000,1.437955e+16,6.620617,6.664493
4600,75366400,1.469910e+16,6.566933,6.667962
4700,77004800,1.501864e+16,6.529373,6.611386
4800,78643200,1.533819e+16,6.537853,6.594189
4900,80281600,1.565773e+16,6.554528,6.576937
5000,81920000,1.597728e+16,6.493800,6.559168
5100,83558400,1.629682e+16,6.498926,6.524057
5200,85196800,1.661637e+16,6.429633,6.490672
5300,86835200,1.693592e+16,6.446654,6.468713
5400,88473600,1.725546e+16,6.403163,6.470921
5500,90112000,1.757501e+16,6.414673,6.434003
5600,91750400,1.789455e+16,6.373203,6.424795
5700,93388800,1.821410e+16,6.378051,6.398060
5800,95027200,1.853364e+16,6.383379,6.363865
5900,96665600,1.885319e+16,6.382284,6.372899
6000,98304000,1.917273e+16,6.264861,6.323219
6100,99942400,1.949228e+16,6.257065,6.315334
6200,101580800,1.981183e+16,6.251341,6.305464
6300,103219200,2.013137e+16,6.253274,6.281885
6400,104857600,2.045092e+16,6.213227,6.254594
6500,106496000,2.077046e+16,6.235874,6.251941
6600,108134400,2.109001e+16,6.210085,6.251898
6700,109772800,2.140955e+16,6.189096,6.217236
6800,111411200,2.172910e+16,6.158648,6.189918
6900,113049600,2.204864e+16,6.136759,6.186959
7000,114688000,2.236819e+16,6.119592,6.164938
7100,116326400,2.268774e+16,6.092190,6.146497
7200,117964800,2.300728e+16,6.076868,6.131463
7300,119603200,2.332683e+16,6.058959,6.117079
7400,121241600,2.364637e+16,6.031832,6.129317
7500,122880000,2.396592e+16,6.033419,6.134386
7600,124518400,2.428546e+16,6.042016,6.073669
7700,126156800,2.460501e+16,6.010238,6.065098
7800,127795200,2.492455e+16,5.980525,6.040536
7900,129433600,2.524410e+16,6.010266,6.029205
8000,131072000,2.556365e+16,5.981186,6.031554
8100,132710400,2.588319e+16,5.923429,5.999080
8200,134348800,2.620274e+16,5.964935,5.996963
8300,135987200,2.652228e+16,5.920724,5.989936
8400,137625600,2.684183e+16,5.952713,5.972705
8500,139264000,2.716137e+16,5.838050,5.962516
8600,140902400,2.748092e+16,5.959548,5.948172
8700,142540800,2.780046e+16,5.896912,5.939069
8800,144179200,2.812001e+16,5.882190,5.906200
8900,145817600,2.843956e+16,5.828560,5.888563
9000,147456000,2.875910e+16,5.846606,5.886901
9100,149094400,2.907865e+16,5.831150,5.878064
9200,150732800,2.939819e+16,5.830788,5.895227
9300,152371200,2.971774e+16,5.775269,5.866360
9400,154009600,3.003728e+16,5.791359,5.850529
9500,155648000,3.035683e+16,5.813237,5.822957
9600,157286400,3.067637e+16,5.790812,5.810093
9700,158924800,3.099592e+16,5.775296,5.805766
9800,160563200,3.131547e+16,5.737391,5.796750
9900,162201600,3.163501e+16,5.721000,5.785238
10000,163840000,3.195456e+16,5.746797,5.790870
10100,165478400,3.227410e+16,5.733829,5.752911
10200,167116800,3.259365e+16,5.678282,5.757130
10300,168755200,3.291319e+16,5.677703,5.735910
10400,170393600,3.323274e+16,5.674535,5.723215
10500,172032000,3.355228e+16,5.676681,5.715947
10600,173670400,3.387183e+16,5.689589,5.709414
10700,175308800,3.419138e+16,5.655899,5.693439
10800,176947200,3.451092e+16,5.615297,5.675513
10900,178585600,3.483047e+16,5.665168,5.667486
11000,180224000,3.515001e+16,5.602806,5.647938
11100,181862400,3.546956e+16,5.582343,5.634252
11200,183500800,3.578910e+16,5.616004,5.625512
11300,185139200,3.610865e+16,5.562036,5.615640
11400,186777600,3.642819e+16,5.485495,5.604150
11500,188416000,3.674774e+16,5.522742,5.581508
11600,190054400,3.706729e+16,5.535954,5.580789
11700,191692800,3.738683e+16,5.517631,5.562720
11800,193331200,3.770638e+16,5.466942,5.538237
11900,194969600,3.802592e+16,5.496713,5.543064
12000,196608000,3.834547e+16,5.505212,5.519499
12100,198246400,3.866501e+16,5.419361,5.516969
12200,199884800,3.898456e+16,5.493737,5.495886
12300,201523200,3.930410e+16,5.431618,5.483980
12400,203161600,3.962365e+16,5.454252,5.462453
12500,204800000,3.994320e+16,5.428041,5.464233
12600,206438400,4.026274e+16,5.404570,5.448250
12700,208076800,4.058229e+16,5.399333,5.445329
12800,209715200,4.090183e+16,5.379345,5.435225
12900,211353600,4.122138e+16,5.370487,5.415151
13000,212992000,4.154092e+16,5.351945,5.415816
13100,214630400,4.186047e+16,5.356879,5.405989
13200,216268800,4.218001e+16,5.370846,5.401295
13300,217907200,4.249956e+16,5.333423,5.383175
13400,219545600,4.281911e+16,5.363384,5.370352
13500,221184000,4.313865e+16,5.367645,5.364363
13600,222822400,4.345820e+16,5.380893,5.366631
13700,224460800,4.377774e+16,5.333766,5.336577
13800,226099200,4.409729e+16,5.293916,5.338104
13900,227737600,4.441683e+16,5.311872,5.344817
14000,229376000,4.473638e+16,5.298803,5.321780
14100,231014400,4.505592e+16,5.260166,5.313959
14200,232652800,4.537547e+16,5.294479,5.300344
14300,234291200,4.569502e+16,5.259034,5.299559
14400,235929600,4.601456e+16,5.276051,5.292351
14500,237568000,4.633411e+16,5.231041,5.280899
14600,239206400,4.665365e+16,5.224755,5.277198
14700,240844800,4.697320e+16,5.232847,5.270713
14800,242483200,4.729274e+16,5.220324,5.258710
14900,244121600,4.761229e+16,5.225646,5.262829
15000,245760000,4.793184e+16,5.226335,5.254443
15100,247398400,4.825138e+16,5.193123,5.246431
15200,249036800,4.857093e+16,5.212601,5.229976
15300,250675200,4.889047e+16,5.211629,5.223765
15400,252313600,4.921002e+16,5.264681,5.220444
15500,253952000,4.952956e+16,5.173953,5.209946
15600,255590400,4.984911e+16,5.182780,5.207367
15700,257228800,5.016865e+16,5.164646,5.201573
15800,258867200,5.048820e+16,5.178715,5.192834
15900,260505600,5.080775e+16,5.167439,5.187169
16000,262144000,5.112729e+16,5.155326,5.185066
16100,263782400,5.144684e+16,5.143544,5.178935
16200,265420800,5.176638e+16,5.136154,5.179808
16300,267059200,5.208593e+16,5.193452,5.168607
16400,268697600,5.240547e+16,5.201597,5.190459
16500,270336000,5.272502e+16,5.188076,5.160277
16600,271974400,5.304456e+16,5.107568,5.154903
16700,273612800,5.336411e+16,5.231020,5.148914
16800,275251200,5.368366e+16,5.108387,5.150597
16900,276889600,5.400320e+16,5.136132,5.134893
17000,278528000,5.432275e+16,5.076929,5.133235
17100,280166400,5.464229e+16,5.031942,5.135030
17200,281804800,5.496184e+16,5.074809,5.128331
17300,283443200,5.528138e+16,5.084332,5.126185
17400,285081600,5.560093e+16,5.088714,5.124732
17500,286720000,5.592047e+16,5.081960,5.108821
17600,288358400,5.624002e+16,5.099883,5.099174
17700,289996800,5.655957e+16,5.094265,5.095612
17800,291635200,5.687911e+16,5.075887,5.093626
17900,293273600,5.719866e+16,5.080058,5.087352
18000,294912000,5.751820e+16,5.062189,5.083460
18100,296550400,5.783775e+16,5.057239,5.082034
18200,298188800,5.815729e+16,5.059634,5.092038
18300,299827200,5.847684e+16,5.046266,5.079276
18400,301465600,5.879638e+16,5.083253,5.071721
18500,303104000,5.911593e+16,5.049800,5.071867
18600,304742400,5.943548e+16,5.021597,5.062759
18700,306380800,5.975502e+16,5.045883,5.063562
18800,308019200,6.007457e+16,5.024930,5.051563
18900,309657600,6.039411e+16,5.055976,5.048124
19000,311296000,6.071366e+16,5.037087,5.047100
19100,312934400,6.103320e+16,4.993426,5.053333
19200,314572800,6.135275e+16,5.064566,5.034858
19300,316211200,6.167229e+16,5.035505,5.032856
19400,317849600,6.199184e+16,4.974547,5.034048
19500,319488000,6.231139e+16,4.967266,5.029272
19600,321126400,6.263093e+16,4.993708,5.024892
19700,322764800,6.295048e+16,4.990411,5.027549
19800,324403200,6.327002e+16,5.011088,5.015221
19900,326041600,6.358957e+16,4.996479,5.012763
20000,327680000,6.390911e+16,5.000558,5.011257
20100,329318400,6.422866e+16,4.961208,5.004060
20200,330956800,6.454820e+16,5.016889,5.003161
20300,332595200,6.486775e+16,4.979434,5.000810
20400,334233600,6.518730e+16,5.044836,4.994618
20500,335872000,6.550684e+16,4.967263,4.992718
20600,337510400,6.582639e+16,4.956065,4.990007
20700,339148800,6.614593e+16,4.929552,4.992484
20800,340787200,6.646548e+16,4.972449,4.982019
20900,342425600,6.678502e+16,4.956409,4.981959
21000,344064000,6.710457e+16,4.936891,4.977226
21100,345702400,6.742411e+16,4.989164,4.975162
21200,347340800,6.774366e+16,4.931565,4.967585
21300,348979200,6.806321e+16,4.966082,4.967669
21400,350617600,6.838275e+16,4.930518,4.960078
21500,352256000,6.870230e+16,4.930414,4.959896
21600,353894400,6.902184e+16,4.931068,4.959796
21700,355532800,6.934139e+16,4.905571,4.950484
21800,357171200,6.966093e+16,4.899665,4.947176
21900,358809600,6.998048e+16,4.934202,4.941695
22000,360448000,7.030002e+16,4.951102,4.944220
22100,362086400,7.061957e+16,4.925146,4.940645
22200,363724800,7.093912e+16,4.921082,4.936989
22300,365363200,7.125866e+16,4.897020,4.928623
22400,367001600,7.157821e+16,4.911445,4.939423
22500,368640000,7.189775e+16,4.908370,4.925619
22600,370278400,7.221730e+16,4.925263,4.927341
22700,371916800,7.253684e+16,4.892610,4.918645
22800,373555200,7.285639e+16,4.886588,4.914488
22900,375193600,7.317593e+16,4.895700,4.917517
23000,376832000,7.349548e+16,4.874241,4.915558
23100,378470400,7.381503e+16,4.872388,4.913602
23200,380108800,7.413457e+16,4.844798,4.902867
23300,381747200,7.445412e+16,4.897761,4.899187
23400,383385600,7.477366e+16,4.885633,4.905333
23500,385024000,7.509321e+16,4.850054,4.904491
23600,386662400,7.541275e+16,4.860134,4.897185
23700,388300800,7.573230e+16,4.869816,4.891902
23800,389939200,7.605184e+16,4.897879,4.894969
23900,391577600,7.637139e+16,4.858107,4.884673
24000,393216000,7.669094e+16,4.856648,4.882255
24100,394854400,7.701048e+16,4.878311,4.879142
24200,396492800,7.733003e+16,4.889234,4.875461
24300,398131200,7.764957e+16,4.847716,4.876946
24400,399769600,7.796912e+16,4.826285,4.870147
24500,401408000,7.828866e+16,4.871055,4.866491
24600,403046400,7.860821e+16,4.880928,4.872535
24700,404684800,7.892776e+16,4.856776,4.867654
24800,406323200,7.924730e+16,4.883060,4.865481
24900,407961600,7.956685e+16,4.853581,4.861449
25000,409600000,7.988639e+16,4.833119,4.855802
25100,411238400,8.020594e+16,4.835941,4.850914
25200,412876800,8.052548e+16,4.818524,4.850754
25300,414515200,8.084503e+16,4.850352,4.850696
25400,416153600,8.116457e+16,4.786437,4.855704
25500,417792000,8.148412e+16,4.807272,4.841809
25600,419430400,8.180367e+16,4.822546,4.840685
25700,421068800,8.212321e+16,4.811623,4.841088
25800,422707200,8.244276e+16,4.857668,4.840843
25900,424345600,8.276230e+16,4.857829,4.840272
26000,425984000,8.308185e+16,4.824084,4.838965
26100,427622400,8.340139e+16,4.805830,4.830877
26200,429260800,8.372094e+16,4.784389,4.825805
26300,430899200,8.404048e+16,4.797264,4.825055
26400,432537600,8.436003e+16,4.799439,4.822690
26500,434176000,8.467958e+16,4.798300,4.824175
26600,435814400,8.499912e+16,4.821012,4.818029
26700,437452800,8.531867e+16,4.809602,4.822778
26800,439091200,8.563821e+16,4.801295,4.817274
26900,440729600,8.595776e+16,4.768131,4.816189
27000,442368000,8.627730e+16,4.797681,4.811162
27100,444006400,8.659685e+16,4.823855,4.806550
27200,445644800,8.691639e+16,4.840655,4.803403
27300,447283200,8.723594e+16,4.794420,4.810307
27400,448921600,8.755549e+16,4.778979,4.798531
27500,450560000,8.787503e+16,4.800165,4.805588
27600,452198400,8.819458e+16,4.773283,4.798242
27700,453836800,8.851412e+16,4.810340,4.790816
27800,455475200,8.883367e+16,4.795442,4.787984
27900,457113600,8.915321e+16,4.776881,4.792363
28000,458752000,8.947276e+16,4.804097,4.786321
28100,460390400,8.979230e+16,4.758718,4.784871
28200,462028800,9.011185e+16,4.753815,4.780772
28300,463667200,9.043140e+16,4.778658,4.779507
28400,465305600,9.075094e+16,4.753492,4.781803
28500,466944000,9.107049e+16,4.717369,4.777862
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