|
{ |
|
"best_global_step": null, |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 2.983240223463687, |
|
"eval_steps": 500, |
|
"global_step": 402, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.037243947858473, |
|
"grad_norm": 44.700423237162, |
|
"learning_rate": 1.2195121951219514e-06, |
|
"loss": 8.9389, |
|
"num_tokens": 20900161.0, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.074487895716946, |
|
"grad_norm": 39.97441938804836, |
|
"learning_rate": 2.4390243902439027e-06, |
|
"loss": 8.6107, |
|
"num_tokens": 41840347.0, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.11173184357541899, |
|
"grad_norm": 28.68948027128856, |
|
"learning_rate": 3.6585365853658537e-06, |
|
"loss": 6.8935, |
|
"num_tokens": 62811867.0, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.148975791433892, |
|
"grad_norm": 11.393457880936973, |
|
"learning_rate": 4.8780487804878055e-06, |
|
"loss": 5.0942, |
|
"num_tokens": 83733147.0, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.186219739292365, |
|
"grad_norm": 6.569246393996523, |
|
"learning_rate": 6.0975609756097564e-06, |
|
"loss": 4.2535, |
|
"num_tokens": 104633209.0, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.22346368715083798, |
|
"grad_norm": 3.904749769413194, |
|
"learning_rate": 7.317073170731707e-06, |
|
"loss": 3.7968, |
|
"num_tokens": 125472598.0, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.260707635009311, |
|
"grad_norm": 2.378812176791007, |
|
"learning_rate": 8.536585365853658e-06, |
|
"loss": 3.3338, |
|
"num_tokens": 146395759.0, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 0.297951582867784, |
|
"grad_norm": 17.248964649482218, |
|
"learning_rate": 9.756097560975611e-06, |
|
"loss": 2.7105, |
|
"num_tokens": 167334938.0, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.33519553072625696, |
|
"grad_norm": 1.6088393318851981, |
|
"learning_rate": 9.889196675900278e-06, |
|
"loss": 2.0834, |
|
"num_tokens": 188300024.0, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 0.37243947858473, |
|
"grad_norm": 1.0479372877130533, |
|
"learning_rate": 9.750692520775623e-06, |
|
"loss": 1.512, |
|
"num_tokens": 209250087.0, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.409683426443203, |
|
"grad_norm": 0.5797721215381728, |
|
"learning_rate": 9.61218836565097e-06, |
|
"loss": 1.1791, |
|
"num_tokens": 230103075.0, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 0.44692737430167595, |
|
"grad_norm": 0.40789177100348467, |
|
"learning_rate": 9.473684210526315e-06, |
|
"loss": 1.0089, |
|
"num_tokens": 250974570.0, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.48417132216014896, |
|
"grad_norm": 0.35568228307746297, |
|
"learning_rate": 9.335180055401662e-06, |
|
"loss": 0.9109, |
|
"num_tokens": 271920522.0, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 0.521415270018622, |
|
"grad_norm": 0.2773679085093437, |
|
"learning_rate": 9.19667590027701e-06, |
|
"loss": 0.8572, |
|
"num_tokens": 292817720.0, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.5586592178770949, |
|
"grad_norm": 0.23151040916631538, |
|
"learning_rate": 9.058171745152356e-06, |
|
"loss": 0.8121, |
|
"num_tokens": 313711263.0, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.595903165735568, |
|
"grad_norm": 0.21004592737808472, |
|
"learning_rate": 8.919667590027701e-06, |
|
"loss": 0.7738, |
|
"num_tokens": 334628125.0, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.633147113594041, |
|
"grad_norm": 0.18493389037034969, |
|
"learning_rate": 8.781163434903048e-06, |
|
"loss": 0.7537, |
|
"num_tokens": 355507604.0, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 0.6703910614525139, |
|
"grad_norm": 0.19478442065788568, |
|
"learning_rate": 8.642659279778393e-06, |
|
"loss": 0.7295, |
|
"num_tokens": 376376000.0, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.707635009310987, |
|
"grad_norm": 0.17818497873491812, |
|
"learning_rate": 8.50415512465374e-06, |
|
"loss": 0.7044, |
|
"num_tokens": 397347520.0, |
|
"step": 95 |
|
}, |
|
{ |
|
"epoch": 0.74487895716946, |
|
"grad_norm": 0.15661959846871895, |
|
"learning_rate": 8.365650969529087e-06, |
|
"loss": 0.6905, |
|
"num_tokens": 418243978.0, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.7821229050279329, |
|
"grad_norm": 0.1583248766438081, |
|
"learning_rate": 8.227146814404434e-06, |
|
"loss": 0.678, |
|
"num_tokens": 439124783.0, |
|
"step": 105 |
|
}, |
|
{ |
|
"epoch": 0.819366852886406, |
|
"grad_norm": 0.1385769107129147, |
|
"learning_rate": 8.088642659279779e-06, |
|
"loss": 0.6577, |
|
"num_tokens": 460067060.0, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.8566108007448789, |
|
"grad_norm": 0.1495271309048296, |
|
"learning_rate": 7.950138504155124e-06, |
|
"loss": 0.657, |
|
"num_tokens": 480973564.0, |
|
"step": 115 |
|
}, |
|
{ |
|
"epoch": 0.8938547486033519, |
|
"grad_norm": 0.14473840607744518, |
|
"learning_rate": 7.811634349030471e-06, |
|
"loss": 0.6384, |
|
"num_tokens": 501920213.0, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.931098696461825, |
|
"grad_norm": 0.1422179408253768, |
|
"learning_rate": 7.673130193905818e-06, |
|
"loss": 0.6312, |
|
"num_tokens": 522882452.0, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 0.9683426443202979, |
|
"grad_norm": 0.1385480000357401, |
|
"learning_rate": 7.534626038781164e-06, |
|
"loss": 0.6267, |
|
"num_tokens": 543853972.0, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 0.11986499724240843, |
|
"learning_rate": 7.396121883656511e-06, |
|
"loss": 0.6186, |
|
"num_tokens": 561623820.0, |
|
"step": 135 |
|
}, |
|
{ |
|
"epoch": 1.037243947858473, |
|
"grad_norm": 0.12711165190299312, |
|
"learning_rate": 7.257617728531856e-06, |
|
"loss": 0.6108, |
|
"num_tokens": 582493384.0, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 1.074487895716946, |
|
"grad_norm": 0.13843436006681253, |
|
"learning_rate": 7.119113573407203e-06, |
|
"loss": 0.6071, |
|
"num_tokens": 603371436.0, |
|
"step": 145 |
|
}, |
|
{ |
|
"epoch": 1.111731843575419, |
|
"grad_norm": 0.12877141358698244, |
|
"learning_rate": 6.980609418282549e-06, |
|
"loss": 0.5969, |
|
"num_tokens": 624211040.0, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.148975791433892, |
|
"grad_norm": 0.11172803837159029, |
|
"learning_rate": 6.842105263157896e-06, |
|
"loss": 0.5961, |
|
"num_tokens": 645080464.0, |
|
"step": 155 |
|
}, |
|
{ |
|
"epoch": 1.186219739292365, |
|
"grad_norm": 0.12257878721308095, |
|
"learning_rate": 6.703601108033242e-06, |
|
"loss": 0.5961, |
|
"num_tokens": 665984359.0, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 1.223463687150838, |
|
"grad_norm": 0.12182656514914046, |
|
"learning_rate": 6.565096952908588e-06, |
|
"loss": 0.5903, |
|
"num_tokens": 686922696.0, |
|
"step": 165 |
|
}, |
|
{ |
|
"epoch": 1.260707635009311, |
|
"grad_norm": 0.11249855500170149, |
|
"learning_rate": 6.426592797783934e-06, |
|
"loss": 0.5844, |
|
"num_tokens": 707833603.0, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 1.2979515828677841, |
|
"grad_norm": 0.12449747176048374, |
|
"learning_rate": 6.2880886426592805e-06, |
|
"loss": 0.5803, |
|
"num_tokens": 728796956.0, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 1.3351955307262569, |
|
"grad_norm": 0.12431311388507522, |
|
"learning_rate": 6.1495844875346266e-06, |
|
"loss": 0.5769, |
|
"num_tokens": 749639247.0, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 1.37243947858473, |
|
"grad_norm": 0.11884858911346256, |
|
"learning_rate": 6.011080332409973e-06, |
|
"loss": 0.5769, |
|
"num_tokens": 770548626.0, |
|
"step": 185 |
|
}, |
|
{ |
|
"epoch": 1.409683426443203, |
|
"grad_norm": 0.12315392451802569, |
|
"learning_rate": 5.8725761772853194e-06, |
|
"loss": 0.5738, |
|
"num_tokens": 791439887.0, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 1.446927374301676, |
|
"grad_norm": 0.14923588588117534, |
|
"learning_rate": 5.734072022160665e-06, |
|
"loss": 0.5666, |
|
"num_tokens": 812411407.0, |
|
"step": 195 |
|
}, |
|
{ |
|
"epoch": 1.484171322160149, |
|
"grad_norm": 0.12273387220504116, |
|
"learning_rate": 5.5955678670360115e-06, |
|
"loss": 0.5685, |
|
"num_tokens": 833361095.0, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 1.5214152700186219, |
|
"grad_norm": 0.11370568104002803, |
|
"learning_rate": 5.4570637119113575e-06, |
|
"loss": 0.5675, |
|
"num_tokens": 854291659.0, |
|
"step": 205 |
|
}, |
|
{ |
|
"epoch": 1.558659217877095, |
|
"grad_norm": 0.11804662768074886, |
|
"learning_rate": 5.318559556786704e-06, |
|
"loss": 0.5638, |
|
"num_tokens": 875218064.0, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 1.595903165735568, |
|
"grad_norm": 0.11044864275419868, |
|
"learning_rate": 5.180055401662051e-06, |
|
"loss": 0.5625, |
|
"num_tokens": 896144111.0, |
|
"step": 215 |
|
}, |
|
{ |
|
"epoch": 1.633147113594041, |
|
"grad_norm": 0.1185174239784444, |
|
"learning_rate": 5.041551246537396e-06, |
|
"loss": 0.564, |
|
"num_tokens": 917103979.0, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 1.670391061452514, |
|
"grad_norm": 0.12026499691941232, |
|
"learning_rate": 4.903047091412742e-06, |
|
"loss": 0.5554, |
|
"num_tokens": 938069583.0, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 1.7076350093109869, |
|
"grad_norm": 0.11487320551484248, |
|
"learning_rate": 4.764542936288089e-06, |
|
"loss": 0.5498, |
|
"num_tokens": 958987689.0, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 1.74487895716946, |
|
"grad_norm": 0.121932717620048, |
|
"learning_rate": 4.626038781163435e-06, |
|
"loss": 0.558, |
|
"num_tokens": 979951299.0, |
|
"step": 235 |
|
}, |
|
{ |
|
"epoch": 1.7821229050279328, |
|
"grad_norm": 0.11603410597547152, |
|
"learning_rate": 4.487534626038781e-06, |
|
"loss": 0.5568, |
|
"num_tokens": 1000838678.0, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 1.819366852886406, |
|
"grad_norm": 0.10726484051752529, |
|
"learning_rate": 4.349030470914128e-06, |
|
"loss": 0.5485, |
|
"num_tokens": 1021747806.0, |
|
"step": 245 |
|
}, |
|
{ |
|
"epoch": 1.856610800744879, |
|
"grad_norm": 0.13127354938696664, |
|
"learning_rate": 4.210526315789474e-06, |
|
"loss": 0.551, |
|
"num_tokens": 1042682828.0, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 1.893854748603352, |
|
"grad_norm": 0.13042928050538638, |
|
"learning_rate": 4.07202216066482e-06, |
|
"loss": 0.5482, |
|
"num_tokens": 1063637713.0, |
|
"step": 255 |
|
}, |
|
{ |
|
"epoch": 1.931098696461825, |
|
"grad_norm": 0.10378281749835497, |
|
"learning_rate": 3.933518005540167e-06, |
|
"loss": 0.5492, |
|
"num_tokens": 1084551621.0, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 1.9683426443202978, |
|
"grad_norm": 0.11405027703876851, |
|
"learning_rate": 3.7950138504155126e-06, |
|
"loss": 0.5432, |
|
"num_tokens": 1105456616.0, |
|
"step": 265 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.1188033142047116, |
|
"learning_rate": 3.656509695290859e-06, |
|
"loss": 0.5457, |
|
"num_tokens": 1123247640.0, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 2.037243947858473, |
|
"grad_norm": 0.11511290129075778, |
|
"learning_rate": 3.5180055401662054e-06, |
|
"loss": 0.5416, |
|
"num_tokens": 1144178840.0, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 2.074487895716946, |
|
"grad_norm": 0.11812786472280946, |
|
"learning_rate": 3.3795013850415515e-06, |
|
"loss": 0.5418, |
|
"num_tokens": 1165088860.0, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 2.111731843575419, |
|
"grad_norm": 0.10270714280099584, |
|
"learning_rate": 3.240997229916898e-06, |
|
"loss": 0.5409, |
|
"num_tokens": 1185985413.0, |
|
"step": 285 |
|
}, |
|
{ |
|
"epoch": 2.148975791433892, |
|
"grad_norm": 0.1096828174375488, |
|
"learning_rate": 3.102493074792244e-06, |
|
"loss": 0.5389, |
|
"num_tokens": 1206900439.0, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 2.186219739292365, |
|
"grad_norm": 0.12117958971385849, |
|
"learning_rate": 2.9639889196675903e-06, |
|
"loss": 0.5373, |
|
"num_tokens": 1227788909.0, |
|
"step": 295 |
|
}, |
|
{ |
|
"epoch": 2.223463687150838, |
|
"grad_norm": 0.10303636082477868, |
|
"learning_rate": 2.8254847645429368e-06, |
|
"loss": 0.5422, |
|
"num_tokens": 1248631579.0, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 2.260707635009311, |
|
"grad_norm": 0.1055723015177993, |
|
"learning_rate": 2.686980609418283e-06, |
|
"loss": 0.5338, |
|
"num_tokens": 1269568695.0, |
|
"step": 305 |
|
}, |
|
{ |
|
"epoch": 2.297951582867784, |
|
"grad_norm": 0.09853558468957078, |
|
"learning_rate": 2.5484764542936292e-06, |
|
"loss": 0.5331, |
|
"num_tokens": 1290448726.0, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 2.335195530726257, |
|
"grad_norm": 0.09780439525165775, |
|
"learning_rate": 2.4099722991689752e-06, |
|
"loss": 0.5373, |
|
"num_tokens": 1311374206.0, |
|
"step": 315 |
|
}, |
|
{ |
|
"epoch": 2.37243947858473, |
|
"grad_norm": 0.11343316486691782, |
|
"learning_rate": 2.2714681440443217e-06, |
|
"loss": 0.5324, |
|
"num_tokens": 1332316908.0, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 2.4096834264432028, |
|
"grad_norm": 0.09861823968974112, |
|
"learning_rate": 2.1329639889196677e-06, |
|
"loss": 0.5291, |
|
"num_tokens": 1353285538.0, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 2.446927374301676, |
|
"grad_norm": 0.09761284938648966, |
|
"learning_rate": 1.994459833795014e-06, |
|
"loss": 0.5284, |
|
"num_tokens": 1374171123.0, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 2.484171322160149, |
|
"grad_norm": 0.10068212333923239, |
|
"learning_rate": 1.8559556786703603e-06, |
|
"loss": 0.5315, |
|
"num_tokens": 1395101851.0, |
|
"step": 335 |
|
}, |
|
{ |
|
"epoch": 2.521415270018622, |
|
"grad_norm": 0.09595198002866547, |
|
"learning_rate": 1.7174515235457066e-06, |
|
"loss": 0.5274, |
|
"num_tokens": 1416073371.0, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 2.558659217877095, |
|
"grad_norm": 0.09486136119692574, |
|
"learning_rate": 1.5789473684210526e-06, |
|
"loss": 0.5308, |
|
"num_tokens": 1437018467.0, |
|
"step": 345 |
|
}, |
|
{ |
|
"epoch": 2.5959031657355682, |
|
"grad_norm": 0.09700270169515557, |
|
"learning_rate": 1.4404432132963992e-06, |
|
"loss": 0.5268, |
|
"num_tokens": 1457919336.0, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 2.633147113594041, |
|
"grad_norm": 0.09888912058958187, |
|
"learning_rate": 1.3019390581717452e-06, |
|
"loss": 0.5296, |
|
"num_tokens": 1478880064.0, |
|
"step": 355 |
|
}, |
|
{ |
|
"epoch": 2.6703910614525137, |
|
"grad_norm": 0.09588099838616412, |
|
"learning_rate": 1.1634349030470915e-06, |
|
"loss": 0.5336, |
|
"num_tokens": 1499763351.0, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 2.707635009310987, |
|
"grad_norm": 0.08937394796037, |
|
"learning_rate": 1.024930747922438e-06, |
|
"loss": 0.528, |
|
"num_tokens": 1520641603.0, |
|
"step": 365 |
|
}, |
|
{ |
|
"epoch": 2.74487895716946, |
|
"grad_norm": 0.09490522714269171, |
|
"learning_rate": 8.86426592797784e-07, |
|
"loss": 0.5307, |
|
"num_tokens": 1541584460.0, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 2.782122905027933, |
|
"grad_norm": 0.09709816809585911, |
|
"learning_rate": 7.479224376731302e-07, |
|
"loss": 0.5262, |
|
"num_tokens": 1562543224.0, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 2.819366852886406, |
|
"grad_norm": 0.0908607538920962, |
|
"learning_rate": 6.094182825484765e-07, |
|
"loss": 0.5284, |
|
"num_tokens": 1583428775.0, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 2.856610800744879, |
|
"grad_norm": 0.08729376484195411, |
|
"learning_rate": 4.7091412742382274e-07, |
|
"loss": 0.5311, |
|
"num_tokens": 1604332118.0, |
|
"step": 385 |
|
}, |
|
{ |
|
"epoch": 2.893854748603352, |
|
"grad_norm": 0.08813530444241563, |
|
"learning_rate": 3.32409972299169e-07, |
|
"loss": 0.5274, |
|
"num_tokens": 1625289686.0, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 2.931098696461825, |
|
"grad_norm": 0.08717195128913408, |
|
"learning_rate": 1.9390581717451524e-07, |
|
"loss": 0.5278, |
|
"num_tokens": 1646192159.0, |
|
"step": 395 |
|
}, |
|
{ |
|
"epoch": 2.968342644320298, |
|
"grad_norm": 0.08486932600724212, |
|
"learning_rate": 5.54016620498615e-08, |
|
"loss": 0.5278, |
|
"num_tokens": 1667121360.0, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 2.983240223463687, |
|
"num_tokens": 1675463706.0, |
|
"step": 402, |
|
"total_flos": 6.2367671592178156e+19, |
|
"train_loss": 1.1144484827174477, |
|
"train_runtime": 39508.3376, |
|
"train_samples_per_second": 1.304, |
|
"train_steps_per_second": 0.01 |
|
} |
|
], |
|
"logging_steps": 5, |
|
"max_steps": 402, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 6.2367671592178156e+19, |
|
"train_batch_size": 2, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|