{ "best_metric": null, "best_model_checkpoint": null, "epoch": 0.4999531879037543, "global_step": 21360, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 1.1682242990654204e-06, "loss": 10.9364, "theoretical_loss": 20.81281780154715, "tokens_seen": 65536 }, { "epoch": 0.0, "learning_rate": 5.841121495327103e-05, "loss": 8.9947, "theoretical_loss": 8.563482664611069, "tokens_seen": 3276800 }, { "epoch": 0.0, "learning_rate": 0.00011682242990654206, "loss": 7.0133, "theoretical_loss": 7.4777587180480305, "tokens_seen": 6553600 }, { "epoch": 0.0, "learning_rate": 0.00017523364485981307, "loss": 6.2244, "theoretical_loss": 6.9337544888949, "tokens_seen": 9830400 }, { "epoch": 0.0, "learning_rate": 0.00023364485981308412, "loss": 5.822, "theoretical_loss": 6.583566228426414, "tokens_seen": 13107200 }, { "epoch": 0.01, "learning_rate": 0.00029205607476635517, "loss": 5.5642, "theoretical_loss": 6.330713565116083, "tokens_seen": 16384000 }, { "epoch": 0.01, "learning_rate": 0.00035046728971962614, "loss": 5.3688, "theoretical_loss": 6.135529231940326, "tokens_seen": 19660800 }, { "epoch": 0.01, "learning_rate": 0.0004088785046728972, "loss": 5.1987, "theoretical_loss": 5.978101583869607, "tokens_seen": 22937600 }, { "epoch": 0.01, "learning_rate": 0.00046728971962616824, "loss": 5.1026, "theoretical_loss": 5.8471173262659235, "tokens_seen": 26214400 }, { "epoch": 0.01, "learning_rate": 0.000499739928125591, "loss": 4.9312, "theoretical_loss": 5.7355768158821245, "tokens_seen": 29491200 }, { "epoch": 0.01, "learning_rate": 0.0004991488556837526, "loss": 4.8598, "theoretical_loss": 5.638870144071353, "tokens_seen": 32768000 }, { "epoch": 0.01, "learning_rate": 0.0004985577832419141, "loss": 4.7297, "theoretical_loss": 5.553812381844907, "tokens_seen": 36044800 }, { "epoch": 0.01, "learning_rate": 0.0004979667108000757, "loss": 4.6466, "theoretical_loss": 5.478118080556438, "tokens_seen": 39321600 }, { "epoch": 0.02, "learning_rate": 0.0004973756383582371, "loss": 4.5646, "theoretical_loss": 5.410095959579362, "tokens_seen": 42598400 }, { "epoch": 0.02, "learning_rate": 0.0004967845659163987, "loss": 4.5162, "theoretical_loss": 5.348462083735834, "tokens_seen": 45875200 }, { "epoch": 0.02, "learning_rate": 0.0004961934934745603, "loss": 4.3809, "theoretical_loss": 5.292220566937567, "tokens_seen": 49152000 }, { "epoch": 0.02, "learning_rate": 0.0004956024210327218, "loss": 4.336, "theoretical_loss": 5.240584625769978, "tokens_seen": 52428800 }, { "epoch": 0.02, "learning_rate": 0.0004950113485908833, "loss": 4.2829, "theoretical_loss": 5.192922724525789, "tokens_seen": 55705600 }, { "epoch": 0.02, "learning_rate": 0.0004944202761490448, "loss": 4.209, "theoretical_loss": 5.1487208633564405, "tokens_seen": 58982400 }, { "epoch": 0.02, "learning_rate": 0.0004938292037072064, "loss": 4.0751, "theoretical_loss": 5.107555562405102, "tokens_seen": 62259200 }, { "epoch": 0.02, "learning_rate": 0.0004932381312653678, "loss": 3.9696, "theoretical_loss": 5.069074117143246, "tokens_seen": 65536000 }, { "epoch": 0.02, "learning_rate": 0.0004926470588235294, "loss": 3.9197, "theoretical_loss": 5.032979909838007, "tokens_seen": 68812800 }, { "epoch": 0.03, "learning_rate": 0.000492055986381691, "loss": 3.8378, "theoretical_loss": 4.999021308224664, "tokens_seen": 72089600 }, { "epoch": 0.03, "learning_rate": 0.0004914649139398525, "loss": 3.7856, "theoretical_loss": 4.966983155351962, "tokens_seen": 75366400 }, { "epoch": 0.03, "learning_rate": 0.000490873841498014, "loss": 3.6988, "theoretical_loss": 4.9366801616251355, "tokens_seen": 78643200 }, { "epoch": 0.03, "learning_rate": 0.0004902827690561755, "loss": 3.6826, "theoretical_loss": 4.907951713830082, "tokens_seen": 81920000 }, { "epoch": 0.03, "learning_rate": 0.0004896916966143371, "loss": 3.6271, "theoretical_loss": 4.880657753812926, "tokens_seen": 85196800 }, { "epoch": 0.03, "learning_rate": 0.0004891006241724985, "loss": 3.617, "theoretical_loss": 4.854675474481779, "tokens_seen": 88473600 }, { "epoch": 0.03, "learning_rate": 0.0004885095517306601, "loss": 3.528, "theoretical_loss": 4.8298966473088125, "tokens_seen": 91750400 }, { "epoch": 0.03, "learning_rate": 0.0004879184792888217, "loss": 3.5513, "theoretical_loss": 4.8062254427779205, "tokens_seen": 95027200 }, { "epoch": 0.04, "learning_rate": 0.0004873274068469832, "loss": 3.4962, "theoretical_loss": 4.783576639276257, "tokens_seen": 98304000 }, { "epoch": 0.04, "learning_rate": 0.00048673633440514467, "loss": 3.5334, "theoretical_loss": 4.761874140772408, "tokens_seen": 101580800 }, { "epoch": 0.04, "learning_rate": 0.0004861452619633062, "loss": 3.5329, "theoretical_loss": 4.741049741962473, "tokens_seen": 104857600 }, { "epoch": 0.04, "learning_rate": 0.0004855541895214677, "loss": 3.5329, "theoretical_loss": 4.721042093249051, "tokens_seen": 108134400 }, { "epoch": 0.04, "learning_rate": 0.0004849631170796293, "loss": 3.4926, "theoretical_loss": 4.701795828231866, "tokens_seen": 111411200 }, { "epoch": 0.04, "learning_rate": 0.0004843720446377908, "loss": 3.4835, "theoretical_loss": 4.68326082423593, "tokens_seen": 114688000 }, { "epoch": 0.04, "learning_rate": 0.00048378097219595233, "loss": 3.4587, "theoretical_loss": 4.665391572426282, "tokens_seen": 117964800 }, { "epoch": 0.04, "learning_rate": 0.00048318989975411385, "loss": 3.4307, "theoretical_loss": 4.648146638719739, "tokens_seen": 121241600 }, { "epoch": 0.04, "learning_rate": 0.00048259882731227537, "loss": 3.443, "theoretical_loss": 4.631488200339643, "tokens_seen": 124518400 }, { "epoch": 0.05, "learning_rate": 0.0004820077548704369, "loss": 3.45, "theoretical_loss": 4.615381645715717, "tokens_seen": 127795200 }, { "epoch": 0.05, "learning_rate": 0.00048141668242859847, "loss": 3.3857, "theoretical_loss": 4.599795227690505, "tokens_seen": 131072000 }, { "epoch": 0.05, "learning_rate": 0.00048082560998676, "loss": 3.4065, "theoretical_loss": 4.584699761792674, "tokens_seen": 134348800 }, { "epoch": 0.05, "learning_rate": 0.0004802345375449215, "loss": 3.3659, "theoretical_loss": 4.570068362778516, "tokens_seen": 137625600 }, { "epoch": 0.05, "learning_rate": 0.00047964346510308303, "loss": 3.3781, "theoretical_loss": 4.555876213804037, "tokens_seen": 140902400 }, { "epoch": 0.05, "learning_rate": 0.00047905239266124455, "loss": 3.3612, "theoretical_loss": 4.542100363530799, "tokens_seen": 144179200 }, { "epoch": 0.05, "learning_rate": 0.00047846132021940607, "loss": 3.3402, "theoretical_loss": 4.528719547234816, "tokens_seen": 147456000 }, { "epoch": 0.05, "learning_rate": 0.0004778702477775676, "loss": 3.2899, "theoretical_loss": 4.515714028614996, "tokens_seen": 150732800 }, { "epoch": 0.06, "learning_rate": 0.00047727917533572917, "loss": 3.3099, "theoretical_loss": 4.503065459513339, "tokens_seen": 154009600 }, { "epoch": 0.06, "learning_rate": 0.0004766881028938907, "loss": 3.3162, "theoretical_loss": 4.4907567551852665, "tokens_seen": 157286400 }, { "epoch": 0.06, "learning_rate": 0.0004760970304520522, "loss": 3.3036, "theoretical_loss": 4.478771983111967, "tokens_seen": 160563200 }, { "epoch": 0.06, "objective/train/docs_used": 104000, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 3.2747654914855957, "objective/train/theoretical_loss": 4.467096263641219, "objective/train/tokens_used": 184300000, "theoretical_loss": 4.467096263641219, "tokens_seen": 163840000 }, { "epoch": 0.06, "learning_rate": 0.00047550595801021373, "loss": 3.2837, "theoretical_loss": 4.467096263641219, "tokens_seen": 163840000 }, { "epoch": 0.06, "learning_rate": 0.00047491488556837525, "loss": 3.2955, "theoretical_loss": 4.455715680989545, "tokens_seen": 167116800 }, { "epoch": 0.06, "learning_rate": 0.00047432381312653677, "loss": 3.2608, "theoretical_loss": 4.44461720334543, "tokens_seen": 170393600 }, { "epoch": 0.06, "learning_rate": 0.00047373274068469835, "loss": 3.2026, "theoretical_loss": 4.433788610987646, "tokens_seen": 173670400 }, { "epoch": 0.06, "learning_rate": 0.00047314166824285987, "loss": 3.2621, "theoretical_loss": 4.42321843148016, "tokens_seen": 176947200 }, { "epoch": 0.06, "learning_rate": 0.0004725505958010214, "loss": 3.1999, "theoretical_loss": 4.412895881130142, "tokens_seen": 180224000 }, { "epoch": 0.07, "learning_rate": 0.0004719595233591829, "loss": 3.2384, "theoretical_loss": 4.4028108120020795, "tokens_seen": 183500800 }, { "epoch": 0.07, "learning_rate": 0.00047136845091734443, "loss": 3.244, "theoretical_loss": 4.392953663871862, "tokens_seen": 186777600 }, { "epoch": 0.07, "learning_rate": 0.00047077737847550595, "loss": 3.2329, "theoretical_loss": 4.383315420582533, "tokens_seen": 190054400 }, { "epoch": 0.07, "learning_rate": 0.0004701863060336675, "loss": 3.2634, "theoretical_loss": 4.373887570330275, "tokens_seen": 193331200 }, { "epoch": 0.07, "learning_rate": 0.00046959523359182905, "loss": 3.2143, "theoretical_loss": 4.364662069466704, "tokens_seen": 196608000 }, { "epoch": 0.07, "learning_rate": 0.00046900416114999057, "loss": 3.2128, "theoretical_loss": 4.355631309453283, "tokens_seen": 199884800 }, { "epoch": 0.07, "learning_rate": 0.0004684130887081521, "loss": 3.1675, "theoretical_loss": 4.346788086646671, "tokens_seen": 203161600 }, { "epoch": 0.07, "learning_rate": 0.0004678220162663136, "loss": 3.1967, "theoretical_loss": 4.33812557463116, "tokens_seen": 206438400 }, { "epoch": 0.07, "learning_rate": 0.00046723094382447513, "loss": 3.2042, "theoretical_loss": 4.329637298846812, "tokens_seen": 209715200 }, { "epoch": 0.08, "learning_rate": 0.00046663987138263665, "loss": 3.1574, "theoretical_loss": 4.321317113290252, "tokens_seen": 212992000 }, { "epoch": 0.08, "learning_rate": 0.0004660487989407982, "loss": 3.1317, "theoretical_loss": 4.3131591790897925, "tokens_seen": 216268800 }, { "epoch": 0.08, "learning_rate": 0.00046545772649895975, "loss": 3.1829, "theoretical_loss": 4.305157944778228, "tokens_seen": 219545600 }, { "epoch": 0.08, "learning_rate": 0.00046486665405712127, "loss": 3.2073, "theoretical_loss": 4.297308128105687, "tokens_seen": 222822400 }, { "epoch": 0.08, "learning_rate": 0.0004642755816152828, "loss": 3.1994, "theoretical_loss": 4.2896046992515995, "tokens_seen": 226099200 }, { "epoch": 0.08, "learning_rate": 0.0004636845091734443, "loss": 3.2312, "theoretical_loss": 4.282042865309616, "tokens_seen": 229376000 }, { "epoch": 0.08, "learning_rate": 0.00046309343673160583, "loss": 3.2006, "theoretical_loss": 4.274618055932298, "tokens_seen": 232652800 }, { "epoch": 0.08, "learning_rate": 0.0004625023642897674, "loss": 3.1756, "theoretical_loss": 4.267325910033897, "tokens_seen": 235929600 }, { "epoch": 0.09, "learning_rate": 0.0004619112918479289, "loss": 3.1158, "theoretical_loss": 4.260162263459744, "tokens_seen": 239206400 }, { "epoch": 0.09, "learning_rate": 0.00046132021940609044, "loss": 3.1448, "theoretical_loss": 4.253123137539814, "tokens_seen": 242483200 }, { "epoch": 0.09, "learning_rate": 0.00046072914696425197, "loss": 3.166, "theoretical_loss": 4.246204728452055, "tokens_seen": 245760000 }, { "epoch": 0.09, "learning_rate": 0.0004601380745224135, "loss": 3.1762, "theoretical_loss": 4.239403397328261, "tokens_seen": 249036800 }, { "epoch": 0.09, "learning_rate": 0.000459547002080575, "loss": 3.1442, "theoretical_loss": 4.232715661041632, "tokens_seen": 252313600 }, { "epoch": 0.09, "learning_rate": 0.0004589559296387366, "loss": 3.1504, "theoretical_loss": 4.226138183620867, "tokens_seen": 255590400 }, { "epoch": 0.09, "learning_rate": 0.0004583648571968981, "loss": 3.1099, "theoretical_loss": 4.219667768240775, "tokens_seen": 258867200 }, { "epoch": 0.09, "learning_rate": 0.0004577737847550596, "loss": 3.114, "theoretical_loss": 4.213301349743924, "tokens_seen": 262144000 }, { "epoch": 0.09, "learning_rate": 0.0004571827123132211, "loss": 3.0703, "theoretical_loss": 4.20703598765197, "tokens_seen": 265420800 }, { "epoch": 0.1, "learning_rate": 0.0004565916398713826, "loss": 3.0383, "theoretical_loss": 4.2008688596290025, "tokens_seen": 268697600 }, { "epoch": 0.1, "learning_rate": 0.00045600056742954413, "loss": 2.9881, "theoretical_loss": 4.194797255362549, "tokens_seen": 271974400 }, { "epoch": 0.1, "learning_rate": 0.0004554094949877057, "loss": 3.068, "theoretical_loss": 4.188818570830883, "tokens_seen": 275251200 }, { "epoch": 0.1, "learning_rate": 0.00045481842254586723, "loss": 3.0823, "theoretical_loss": 4.182930302927963, "tokens_seen": 278528000 }, { "epoch": 0.1, "learning_rate": 0.00045422735010402875, "loss": 3.0393, "theoretical_loss": 4.17713004441978, "tokens_seen": 281804800 }, { "epoch": 0.1, "learning_rate": 0.00045363627766219027, "loss": 3.0775, "theoretical_loss": 4.1714154792080915, "tokens_seen": 285081600 }, { "epoch": 0.1, "learning_rate": 0.0004530452052203518, "loss": 3.0876, "theoretical_loss": 4.165784377879517, "tokens_seen": 288358400 }, { "epoch": 0.1, "learning_rate": 0.0004524541327785133, "loss": 3.0473, "theoretical_loss": 4.160234593519768, "tokens_seen": 291635200 }, { "epoch": 0.11, "learning_rate": 0.00045186306033667483, "loss": 3.0706, "theoretical_loss": 4.15476405777444, "tokens_seen": 294912000 }, { "epoch": 0.11, "learning_rate": 0.0004512719878948364, "loss": 3.0424, "theoretical_loss": 4.149370777139286, "tokens_seen": 298188800 }, { "epoch": 0.11, "learning_rate": 0.00045068091545299793, "loss": 3.04, "theoretical_loss": 4.144052829464249, "tokens_seen": 301465600 }, { "epoch": 0.11, "learning_rate": 0.00045008984301115945, "loss": 3.0118, "theoretical_loss": 4.138808360656742, "tokens_seen": 304742400 }, { "epoch": 0.11, "learning_rate": 0.00044949877056932097, "loss": 3.0093, "theoretical_loss": 4.133635581570836, "tokens_seen": 308019200 }, { "epoch": 0.11, "learning_rate": 0.0004489076981274825, "loss": 2.9812, "theoretical_loss": 4.128532765070004, "tokens_seen": 311296000 }, { "epoch": 0.11, "learning_rate": 0.000448316625685644, "loss": 3.0051, "theoretical_loss": 4.123498243252032, "tokens_seen": 314572800 }, { "epoch": 0.11, "learning_rate": 0.0004477255532438056, "loss": 2.9872, "theoretical_loss": 4.118530404825556, "tokens_seen": 317849600 }, { "epoch": 0.11, "learning_rate": 0.0004471344808019671, "loss": 3.0065, "theoretical_loss": 4.113627692628464, "tokens_seen": 321126400 }, { "epoch": 0.12, "learning_rate": 0.00044654340836012863, "loss": 3.0122, "theoretical_loss": 4.108788601279149, "tokens_seen": 324403200 }, { "debugging/Self-BLEU-5": 0.5365128506817183, "debugging/distinct-1-grams": 0.7612814402327299, "debugging/distinct-2-grams": 0.9694583753853511, "debugging/entropy-1-grams": 6.003629944255698, "debugging/entropy-2-grams": 7.054987089269872, "debugging/length": 495.25, "debugging/num_segments": 16, "epoch": 0.12, "objective/train/docs_used": 197327, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.9225306510925293, "objective/train/theoretical_loss": 4.10401167495222, "objective/train/tokens_used": 348140000, "theoretical_loss": 4.10401167495222, "tokens_seen": 327680000 }, { "epoch": 0.12, "learning_rate": 0.00044595233591829015, "loss": 3.0423, "theoretical_loss": 4.10401167495222, "tokens_seen": 327680000 }, { "epoch": 0.12, "learning_rate": 0.00044536126347645167, "loss": 3.041, "theoretical_loss": 4.099295505270921, "tokens_seen": 330956800 }, { "epoch": 0.12, "learning_rate": 0.0004447701910346132, "loss": 2.9867, "theoretical_loss": 4.094638729309031, "tokens_seen": 334233600 }, { "epoch": 0.12, "learning_rate": 0.00044417911859277476, "loss": 2.9992, "theoretical_loss": 4.090040027695556, "tokens_seen": 337510400 }, { "epoch": 0.12, "learning_rate": 0.0004435880461509363, "loss": 2.9584, "theoretical_loss": 4.085498122815992, "tokens_seen": 340787200 }, { "epoch": 0.12, "learning_rate": 0.0004429969737090978, "loss": 2.9834, "theoretical_loss": 4.081011777104333, "tokens_seen": 344064000 }, { "epoch": 0.12, "learning_rate": 0.0004424059012672593, "loss": 2.9805, "theoretical_loss": 4.076579791420469, "tokens_seen": 347340800 }, { "epoch": 0.13, "learning_rate": 0.00044181482882542085, "loss": 2.9998, "theoretical_loss": 4.0722010035079155, "tokens_seen": 350617600 }, { "epoch": 0.13, "learning_rate": 0.00044122375638358237, "loss": 2.9906, "theoretical_loss": 4.067874286527197, "tokens_seen": 353894400 }, { "epoch": 0.13, "learning_rate": 0.0004406326839417439, "loss": 2.9923, "theoretical_loss": 4.063598547660519, "tokens_seen": 357171200 }, { "epoch": 0.13, "learning_rate": 0.00044004161149990546, "loss": 3.0199, "theoretical_loss": 4.05937272678363, "tokens_seen": 360448000 }, { "epoch": 0.13, "learning_rate": 0.000439450539058067, "loss": 3.0079, "theoretical_loss": 4.055195795201069, "tokens_seen": 363724800 }, { "epoch": 0.13, "learning_rate": 0.0004388594666162285, "loss": 2.9757, "theoretical_loss": 4.051066754441235, "tokens_seen": 367001600 }, { "epoch": 0.13, "learning_rate": 0.00043826839417439, "loss": 2.9698, "theoretical_loss": 4.04698463510794, "tokens_seen": 370278400 }, { "epoch": 0.13, "learning_rate": 0.00043767732173255155, "loss": 2.9735, "theoretical_loss": 4.042948495785312, "tokens_seen": 373555200 }, { "epoch": 0.13, "learning_rate": 0.00043708624929071307, "loss": 2.9327, "theoretical_loss": 4.038957421993153, "tokens_seen": 376832000 }, { "epoch": 0.14, "learning_rate": 0.00043649517684887464, "loss": 2.9425, "theoretical_loss": 4.035010525189982, "tokens_seen": 380108800 }, { "epoch": 0.14, "learning_rate": 0.00043590410440703616, "loss": 2.9746, "theoretical_loss": 4.031106941821218, "tokens_seen": 383385600 }, { "epoch": 0.14, "learning_rate": 0.0004353130319651977, "loss": 2.9371, "theoretical_loss": 4.027245832410079, "tokens_seen": 386662400 }, { "epoch": 0.14, "learning_rate": 0.0004347219595233592, "loss": 2.9136, "theoretical_loss": 4.023426380688943, "tokens_seen": 389939200 }, { "epoch": 0.14, "learning_rate": 0.0004341308870815207, "loss": 2.9586, "theoretical_loss": 4.019647792769048, "tokens_seen": 393216000 }, { "epoch": 0.14, "learning_rate": 0.00043353981463968225, "loss": 3.0316, "theoretical_loss": 4.015909296346521, "tokens_seen": 396492800 }, { "epoch": 0.14, "learning_rate": 0.0004329487421978438, "loss": 2.974, "theoretical_loss": 4.012210139942894, "tokens_seen": 399769600 }, { "epoch": 0.14, "learning_rate": 0.00043235766975600534, "loss": 3.0154, "theoretical_loss": 4.008549592178291, "tokens_seen": 403046400 }, { "epoch": 0.15, "learning_rate": 0.00043176659731416686, "loss": 2.9866, "theoretical_loss": 4.004926941075674, "tokens_seen": 406323200 }, { "epoch": 0.15, "learning_rate": 0.0004311755248723284, "loss": 3.0274, "theoretical_loss": 4.001341493394558, "tokens_seen": 409600000 }, { "epoch": 0.15, "learning_rate": 0.0004305844524304899, "loss": 3.0314, "theoretical_loss": 3.997792573992726, "tokens_seen": 412876800 }, { "epoch": 0.15, "learning_rate": 0.0004299933799886514, "loss": 2.9786, "theoretical_loss": 3.994279525214554, "tokens_seen": 416153600 }, { "epoch": 0.15, "learning_rate": 0.00042940230754681295, "loss": 3.0252, "theoretical_loss": 3.990801706304647, "tokens_seen": 419430400 }, { "epoch": 0.15, "learning_rate": 0.0004288112351049745, "loss": 2.9866, "theoretical_loss": 3.987358492845532, "tokens_seen": 422707200 }, { "epoch": 0.15, "learning_rate": 0.000428220162663136, "loss": 3.0081, "theoretical_loss": 3.9839492762182647, "tokens_seen": 425984000 }, { "epoch": 0.15, "learning_rate": 0.0004276290902212975, "loss": 2.9837, "theoretical_loss": 3.9805734630848306, "tokens_seen": 429260800 }, { "epoch": 0.15, "learning_rate": 0.00042703801777945903, "loss": 2.9656, "theoretical_loss": 3.9772304748913054, "tokens_seen": 432537600 }, { "epoch": 0.16, "learning_rate": 0.00042644694533762055, "loss": 2.9527, "theoretical_loss": 3.973919747390801, "tokens_seen": 435814400 }, { "epoch": 0.16, "learning_rate": 0.00042585587289578207, "loss": 2.9704, "theoretical_loss": 3.9706407301852487, "tokens_seen": 439091200 }, { "epoch": 0.16, "learning_rate": 0.00042526480045394365, "loss": 2.9481, "theoretical_loss": 3.9673928862851655, "tokens_seen": 442368000 }, { "epoch": 0.16, "learning_rate": 0.00042467372801210517, "loss": 2.9408, "theoretical_loss": 3.9641756916865463, "tokens_seen": 445644800 }, { "epoch": 0.16, "learning_rate": 0.0004240826555702667, "loss": 2.9444, "theoretical_loss": 3.960988634964113, "tokens_seen": 448921600 }, { "epoch": 0.16, "learning_rate": 0.0004234915831284282, "loss": 2.9224, "theoretical_loss": 3.9578312168801597, "tokens_seen": 452198400 }, { "epoch": 0.16, "learning_rate": 0.00042290051068658973, "loss": 2.9187, "theoretical_loss": 3.954702950008308, "tokens_seen": 455475200 }, { "epoch": 0.16, "learning_rate": 0.00042230943824475125, "loss": 2.9027, "theoretical_loss": 3.9516033583714734, "tokens_seen": 458752000 }, { "epoch": 0.17, "learning_rate": 0.0004217183658029128, "loss": 2.9277, "theoretical_loss": 3.9485319770934355, "tokens_seen": 462028800 }, { "epoch": 0.17, "learning_rate": 0.00042112729336107435, "loss": 2.9109, "theoretical_loss": 3.945488352063391, "tokens_seen": 465305600 }, { "epoch": 0.17, "learning_rate": 0.00042053622091923587, "loss": 2.8861, "theoretical_loss": 3.942472039612926, "tokens_seen": 468582400 }, { "epoch": 0.17, "learning_rate": 0.0004199451484773974, "loss": 2.8901, "theoretical_loss": 3.939482606204863, "tokens_seen": 471859200 }, { "epoch": 0.17, "learning_rate": 0.0004193540760355589, "loss": 2.9065, "theoretical_loss": 3.936519628133466, "tokens_seen": 475136000 }, { "epoch": 0.17, "learning_rate": 0.00041876300359372043, "loss": 2.9422, "theoretical_loss": 3.9335826912355114, "tokens_seen": 478412800 }, { "epoch": 0.17, "learning_rate": 0.00041817193115188195, "loss": 2.9805, "theoretical_loss": 3.93067139061177, "tokens_seen": 481689600 }, { "epoch": 0.17, "learning_rate": 0.0004175808587100435, "loss": 2.9047, "theoretical_loss": 3.927785330358441, "tokens_seen": 484966400 }, { "epoch": 0.17, "learning_rate": 0.00041698978626820505, "loss": 2.8916, "theoretical_loss": 3.9249241233081333, "tokens_seen": 488243200 }, { "epoch": 0.18, "objective/train/docs_used": 287192, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 3.0162453651428223, "objective/train/theoretical_loss": 3.92208739077998, "objective/train/tokens_used": 511980000, "theoretical_loss": 3.92208739077998, "tokens_seen": 491520000 }, { "epoch": 0.18, "learning_rate": 0.00041639871382636657, "loss": 2.8641, "theoretical_loss": 3.92208739077998, "tokens_seen": 491520000 }, { "epoch": 0.18, "learning_rate": 0.0004158076413845281, "loss": 2.8749, "theoretical_loss": 3.919274762338519, "tokens_seen": 494796800 }, { "epoch": 0.18, "learning_rate": 0.0004152165689426896, "loss": 2.8998, "theoretical_loss": 3.9164858755609613, "tokens_seen": 498073600 }, { "epoch": 0.18, "learning_rate": 0.00041462549650085113, "loss": 2.8889, "theoretical_loss": 3.9137203758125176, "tokens_seen": 501350400 }, { "epoch": 0.18, "learning_rate": 0.0004140344240590127, "loss": 2.8474, "theoretical_loss": 3.910977916029439, "tokens_seen": 504627200 }, { "epoch": 0.18, "learning_rate": 0.0004134433516171742, "loss": 2.8623, "theoretical_loss": 3.908258156509472, "tokens_seen": 507904000 }, { "epoch": 0.18, "learning_rate": 0.00041285227917533575, "loss": 2.85, "theoretical_loss": 3.905560764709417, "tokens_seen": 511180800 }, { "epoch": 0.18, "learning_rate": 0.00041226120673349727, "loss": 2.8285, "theoretical_loss": 3.9028854150495143, "tokens_seen": 514457600 }, { "epoch": 0.18, "learning_rate": 0.0004116701342916588, "loss": 2.8533, "theoretical_loss": 3.9002317887243834, "tokens_seen": 517734400 }, { "epoch": 0.19, "learning_rate": 0.0004110790618498203, "loss": 2.8568, "theoretical_loss": 3.897599573520247, "tokens_seen": 521011200 }, { "epoch": 0.19, "learning_rate": 0.0004104879894079819, "loss": 2.8888, "theoretical_loss": 3.8949884636382106, "tokens_seen": 524288000 }, { "epoch": 0.19, "learning_rate": 0.0004098969169661434, "loss": 2.8691, "theoretical_loss": 3.892398159523345, "tokens_seen": 527564800 }, { "epoch": 0.19, "learning_rate": 0.0004093058445243049, "loss": 2.9266, "theoretical_loss": 3.889828367699349, "tokens_seen": 530841600 }, { "epoch": 0.19, "learning_rate": 0.00040871477208246645, "loss": 2.8666, "theoretical_loss": 3.8872788006085894, "tokens_seen": 534118400 }, { "epoch": 0.19, "learning_rate": 0.00040812369964062797, "loss": 2.8944, "theoretical_loss": 3.8847491764572926, "tokens_seen": 537395200 }, { "epoch": 0.19, "learning_rate": 0.0004075326271987895, "loss": 2.8746, "theoretical_loss": 3.882239219065708, "tokens_seen": 540672000 }, { "epoch": 0.19, "learning_rate": 0.000406941554756951, "loss": 2.9009, "theoretical_loss": 3.879748657723039, "tokens_seen": 543948800 }, { "epoch": 0.2, "learning_rate": 0.0004063504823151126, "loss": 2.9279, "theoretical_loss": 3.8772772270469824, "tokens_seen": 547225600 }, { "epoch": 0.2, "learning_rate": 0.0004057594098732741, "loss": 2.8889, "theoretical_loss": 3.8748246668476827, "tokens_seen": 550502400 }, { "epoch": 0.2, "learning_rate": 0.0004051683374314356, "loss": 2.9038, "theoretical_loss": 3.8723907219959486, "tokens_seen": 553779200 }, { "epoch": 0.2, "learning_rate": 0.00040457726498959715, "loss": 2.9203, "theoretical_loss": 3.869975142295573, "tokens_seen": 557056000 }, { "epoch": 0.2, "learning_rate": 0.00040398619254775867, "loss": 2.9695, "theoretical_loss": 3.8675776823595998, "tokens_seen": 560332800 }, { "epoch": 0.2, "learning_rate": 0.00040340694155475694, "loss": 2.9455, "theoretical_loss": 3.8651981014904027, "tokens_seen": 563609600 }, { "epoch": 0.2, "learning_rate": 0.0004028158691129185, "loss": 2.9359, "theoretical_loss": 3.8628361635634265, "tokens_seen": 566886400 }, { "epoch": 0.2, "learning_rate": 0.00040222479667108003, "loss": 2.9886, "theoretical_loss": 3.8604916369144666, "tokens_seen": 570163200 }, { "epoch": 0.2, "learning_rate": 0.00040163372422924155, "loss": 2.9385, "theoretical_loss": 3.858164294230354, "tokens_seen": 573440000 }, { "epoch": 0.21, "learning_rate": 0.0004010426517874031, "loss": 2.9009, "theoretical_loss": 3.85585391244293, "tokens_seen": 576716800 }, { "epoch": 0.21, "learning_rate": 0.0004004515793455646, "loss": 2.8993, "theoretical_loss": 3.8535602726261864, "tokens_seen": 579993600 }, { "epoch": 0.21, "learning_rate": 0.0003998605069037261, "loss": 2.9056, "theoretical_loss": 3.851283159896468, "tokens_seen": 583270400 }, { "epoch": 0.21, "learning_rate": 0.0003992694344618877, "loss": 2.8781, "theoretical_loss": 3.8490223633156173, "tokens_seen": 586547200 }, { "epoch": 0.21, "learning_rate": 0.0003986783620200492, "loss": 2.8614, "theoretical_loss": 3.846777675796974, "tokens_seen": 589824000 }, { "epoch": 0.21, "learning_rate": 0.00039808728957821073, "loss": 2.8569, "theoretical_loss": 3.844548894014116, "tokens_seen": 593100800 }, { "epoch": 0.21, "learning_rate": 0.00039749621713637225, "loss": 2.8681, "theoretical_loss": 3.8423358183122582, "tokens_seen": 596377600 }, { "epoch": 0.21, "learning_rate": 0.0003969051446945338, "loss": 2.8386, "theoretical_loss": 3.840138252622208, "tokens_seen": 599654400 }, { "epoch": 0.22, "learning_rate": 0.0003963140722526953, "loss": 2.877, "theoretical_loss": 3.837956004376799, "tokens_seen": 602931200 }, { "epoch": 0.22, "learning_rate": 0.00039572299981085687, "loss": 2.8372, "theoretical_loss": 3.8357888844297094, "tokens_seen": 606208000 }, { "epoch": 0.22, "learning_rate": 0.0003951319273690184, "loss": 2.8638, "theoretical_loss": 3.8336367069765958, "tokens_seen": 609484800 }, { "epoch": 0.22, "learning_rate": 0.0003945408549271799, "loss": 2.8071, "theoretical_loss": 3.8314992894784536, "tokens_seen": 612761600 }, { "epoch": 0.22, "learning_rate": 0.00039394978248534143, "loss": 2.8512, "theoretical_loss": 3.829376452587134, "tokens_seen": 616038400 }, { "epoch": 0.22, "learning_rate": 0.00039335871004350295, "loss": 2.8688, "theoretical_loss": 3.827268020072948, "tokens_seen": 619315200 }, { "epoch": 0.22, "learning_rate": 0.0003927676376016645, "loss": 2.8993, "theoretical_loss": 3.8251738187542843, "tokens_seen": 622592000 }, { "epoch": 0.22, "learning_rate": 0.000392176565159826, "loss": 2.8856, "theoretical_loss": 3.8230936784291787, "tokens_seen": 625868800 }, { "epoch": 0.22, "learning_rate": 0.00039158549271798757, "loss": 2.918, "theoretical_loss": 3.8210274318087656, "tokens_seen": 629145600 }, { "epoch": 0.23, "learning_rate": 0.0003909944202761491, "loss": 2.8609, "theoretical_loss": 3.818974914452557, "tokens_seen": 632422400 }, { "epoch": 0.23, "learning_rate": 0.00039040334783431056, "loss": 2.8562, "theoretical_loss": 3.8169359647054835, "tokens_seen": 635699200 }, { "epoch": 0.23, "learning_rate": 0.0003898122753924721, "loss": 2.8437, "theoretical_loss": 3.8149104236366433, "tokens_seen": 638976000 }, { "epoch": 0.23, "learning_rate": 0.0003892212029506336, "loss": 2.8228, "theoretical_loss": 3.8128981349797098, "tokens_seen": 642252800 }, { "epoch": 0.23, "learning_rate": 0.0003886301305087951, "loss": 2.8529, "theoretical_loss": 3.8108989450749293, "tokens_seen": 645529600 }, { "epoch": 0.23, "learning_rate": 0.0003880390580669567, "loss": 2.8384, "theoretical_loss": 3.8089127028126764, "tokens_seen": 648806400 }, { "epoch": 0.23, "learning_rate": 0.0003874479856251182, "loss": 2.8938, "theoretical_loss": 3.8069392595785083, "tokens_seen": 652083200 }, { "debugging/Self-BLEU-5": 0.5265375629586004, "debugging/distinct-1-grams": 0.7435820408094715, "debugging/distinct-2-grams": 0.9558103821233092, "debugging/entropy-1-grams": 5.931434510687563, "debugging/entropy-2-grams": 6.886416755326388, "debugging/length": 521.9230769230769, "debugging/num_segments": 13, "epoch": 0.23, "objective/train/docs_used": 379091, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 3.0659255981445312, "objective/train/theoretical_loss": 3.804978469199669, "objective/train/tokens_used": 675820000, "theoretical_loss": 3.804978469199669, "tokens_seen": 655360000 }, { "epoch": 0.23, "learning_rate": 0.00038685691318327974, "loss": 2.881, "theoretical_loss": 3.804978469199669, "tokens_seen": 655360000 }, { "epoch": 0.24, "learning_rate": 0.00038626584074144126, "loss": 2.888, "theoretical_loss": 3.803030187893005, "tokens_seen": 658636800 }, { "epoch": 0.24, "learning_rate": 0.0003856747682996028, "loss": 2.8765, "theoretical_loss": 3.8010942742142415, "tokens_seen": 661913600 }, { "epoch": 0.24, "learning_rate": 0.0003850836958577643, "loss": 2.9087, "theoretical_loss": 3.799170589008585, "tokens_seen": 665190400 }, { "epoch": 0.24, "learning_rate": 0.0003844926234159259, "loss": 2.8934, "theoretical_loss": 3.7972589953626006, "tokens_seen": 668467200 }, { "epoch": 0.24, "learning_rate": 0.0003839015509740874, "loss": 2.9056, "theoretical_loss": 3.795359358557337, "tokens_seen": 671744000 }, { "epoch": 0.24, "learning_rate": 0.0003833104785322489, "loss": 2.8333, "theoretical_loss": 3.79347154602265, "tokens_seen": 675020800 }, { "epoch": 0.24, "learning_rate": 0.00038271940609041044, "loss": 2.8867, "theoretical_loss": 3.7915954272926955, "tokens_seen": 678297600 }, { "epoch": 0.24, "learning_rate": 0.00038212833364857196, "loss": 2.8426, "theoretical_loss": 3.789730873962557, "tokens_seen": 681574400 }, { "epoch": 0.24, "learning_rate": 0.0003815372612067335, "loss": 2.788, "theoretical_loss": 3.787877759645963, "tokens_seen": 684851200 }, { "epoch": 0.25, "learning_rate": 0.000380946188764895, "loss": 2.8154, "theoretical_loss": 3.7860359599340776, "tokens_seen": 688128000 }, { "epoch": 0.25, "learning_rate": 0.0003803551163230566, "loss": 2.8512, "theoretical_loss": 3.784205352355321, "tokens_seen": 691404800 }, { "epoch": 0.25, "learning_rate": 0.0003797640438812181, "loss": 2.8795, "theoretical_loss": 3.782385816336189, "tokens_seen": 694681600 }, { "epoch": 0.25, "learning_rate": 0.0003791729714393796, "loss": 2.8301, "theoretical_loss": 3.7805772331630516, "tokens_seen": 697958400 }, { "epoch": 0.25, "learning_rate": 0.00037858189899754114, "loss": 2.8087, "theoretical_loss": 3.7787794859448898, "tokens_seen": 701235200 }, { "epoch": 0.25, "learning_rate": 0.00037799082655570266, "loss": 2.7913, "theoretical_loss": 3.7769924595769546, "tokens_seen": 704512000 }, { "epoch": 0.25, "learning_rate": 0.0003773997541138642, "loss": 2.788, "theoretical_loss": 3.7752160407053115, "tokens_seen": 707788800 }, { "epoch": 0.25, "learning_rate": 0.00037680868167202575, "loss": 2.7631, "theoretical_loss": 3.7734501176922493, "tokens_seen": 711065600 }, { "epoch": 0.26, "learning_rate": 0.0003762176092301873, "loss": 2.8143, "theoretical_loss": 3.7716945805825337, "tokens_seen": 714342400 }, { "epoch": 0.26, "learning_rate": 0.0003756265367883488, "loss": 2.8485, "theoretical_loss": 3.7699493210704667, "tokens_seen": 717619200 }, { "epoch": 0.26, "learning_rate": 0.0003750354643465103, "loss": 2.8257, "theoretical_loss": 3.7682142324677455, "tokens_seen": 720896000 }, { "epoch": 0.26, "learning_rate": 0.00037444439190467184, "loss": 2.8877, "theoretical_loss": 3.7664892096720886, "tokens_seen": 724172800 }, { "epoch": 0.26, "learning_rate": 0.00037385331946283336, "loss": 2.8216, "theoretical_loss": 3.7647741491366067, "tokens_seen": 727449600 }, { "epoch": 0.26, "learning_rate": 0.00037326224702099493, "loss": 2.8345, "theoretical_loss": 3.7630689488399027, "tokens_seen": 730726400 }, { "epoch": 0.26, "learning_rate": 0.00037267117457915645, "loss": 2.8008, "theoretical_loss": 3.7613735082568764, "tokens_seen": 734003200 }, { "epoch": 0.26, "learning_rate": 0.000372080102137318, "loss": 2.8302, "theoretical_loss": 3.759687728330217, "tokens_seen": 737280000 }, { "epoch": 0.26, "learning_rate": 0.0003714890296954795, "loss": 2.8284, "theoretical_loss": 3.75801151144256, "tokens_seen": 740556800 }, { "epoch": 0.27, "learning_rate": 0.000370897957253641, "loss": 2.8069, "theoretical_loss": 3.756344761389295, "tokens_seen": 743833600 }, { "epoch": 0.27, "learning_rate": 0.00037030688481180254, "loss": 2.7824, "theoretical_loss": 3.754687383352003, "tokens_seen": 747110400 }, { "epoch": 0.27, "learning_rate": 0.00036971581236996406, "loss": 2.7891, "theoretical_loss": 3.7530392838725097, "tokens_seen": 750387200 }, { "epoch": 0.27, "learning_rate": 0.00036912473992812563, "loss": 2.8107, "theoretical_loss": 3.751400370827529, "tokens_seen": 753664000 }, { "epoch": 0.27, "learning_rate": 0.00036853366748628715, "loss": 2.8383, "theoretical_loss": 3.749770553403895, "tokens_seen": 756940800 }, { "epoch": 0.27, "learning_rate": 0.0003679425950444487, "loss": 2.7993, "theoretical_loss": 3.748149742074355, "tokens_seen": 760217600 }, { "epoch": 0.27, "learning_rate": 0.0003673515226026102, "loss": 2.8346, "theoretical_loss": 3.746537848573908, "tokens_seen": 763494400 }, { "epoch": 0.27, "learning_rate": 0.0003667604501607717, "loss": 2.8492, "theoretical_loss": 3.744934785876686, "tokens_seen": 766771200 }, { "epoch": 0.28, "learning_rate": 0.00036616937771893324, "loss": 2.8489, "theoretical_loss": 3.7433404681733475, "tokens_seen": 770048000 }, { "epoch": 0.28, "learning_rate": 0.0003655783052770948, "loss": 2.8544, "theoretical_loss": 3.7417548108489846, "tokens_seen": 773324800 }, { "epoch": 0.28, "learning_rate": 0.00036498723283525633, "loss": 2.8264, "theoretical_loss": 3.740177730461517, "tokens_seen": 776601600 }, { "epoch": 0.28, "learning_rate": 0.00036439616039341785, "loss": 2.8743, "theoretical_loss": 3.73860914472057, "tokens_seen": 779878400 }, { "epoch": 0.28, "learning_rate": 0.0003638050879515794, "loss": 2.8407, "theoretical_loss": 3.7370489724668197, "tokens_seen": 783155200 }, { "epoch": 0.28, "learning_rate": 0.0003632140155097409, "loss": 2.8535, "theoretical_loss": 3.735497133651788, "tokens_seen": 786432000 }, { "epoch": 0.28, "learning_rate": 0.0003626229430679024, "loss": 2.836, "theoretical_loss": 3.733953549318091, "tokens_seen": 789708800 }, { "epoch": 0.28, "learning_rate": 0.000362031870626064, "loss": 2.8547, "theoretical_loss": 3.7324181415801094, "tokens_seen": 792985600 }, { "epoch": 0.28, "learning_rate": 0.00036144079818422546, "loss": 2.8486, "theoretical_loss": 3.7308908336050814, "tokens_seen": 796262400 }, { "epoch": 0.29, "learning_rate": 0.000360849725742387, "loss": 2.8293, "theoretical_loss": 3.729371549594614, "tokens_seen": 799539200 }, { "epoch": 0.29, "learning_rate": 0.0003602586533005485, "loss": 2.8396, "theoretical_loss": 3.7278602147665776, "tokens_seen": 802816000 }, { "epoch": 0.29, "learning_rate": 0.00035966758085871, "loss": 2.8218, "theoretical_loss": 3.726356755337407, "tokens_seen": 806092800 }, { "epoch": 0.29, "learning_rate": 0.00035907650841687154, "loss": 2.8109, "theoretical_loss": 3.724861098504767, "tokens_seen": 809369600 }, { "epoch": 0.29, "learning_rate": 0.0003584972574238699, "loss": 2.7916, "theoretical_loss": 3.7233731724305974, "tokens_seen": 812646400 }, { "epoch": 0.29, "learning_rate": 0.00035790618498203144, "loss": 2.8143, "theoretical_loss": 3.7218929062245105, "tokens_seen": 815923200 }, { "epoch": 0.29, "objective/train/docs_used": 471128, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.6718621253967285, "objective/train/theoretical_loss": 3.7204202299275475, "objective/train/tokens_used": 839660000, "theoretical_loss": 3.7204202299275475, "tokens_seen": 819200000 }, { "epoch": 0.29, "learning_rate": 0.00035731511254019296, "loss": 2.7586, "theoretical_loss": 3.7204202299275475, "tokens_seen": 819200000 }, { "epoch": 0.29, "learning_rate": 0.0003567240400983545, "loss": 2.78, "theoretical_loss": 3.7189550744962707, "tokens_seen": 822476800 }, { "epoch": 0.29, "learning_rate": 0.000356132967656516, "loss": 2.762, "theoretical_loss": 3.717497371787192, "tokens_seen": 825753600 }, { "epoch": 0.3, "learning_rate": 0.0003555418952146775, "loss": 2.7573, "theoretical_loss": 3.7160470545415274, "tokens_seen": 829030400 }, { "epoch": 0.3, "learning_rate": 0.00035495082277283904, "loss": 2.7581, "theoretical_loss": 3.714604056370267, "tokens_seen": 832307200 }, { "epoch": 0.3, "learning_rate": 0.0003543597503310006, "loss": 2.7728, "theoretical_loss": 3.713168311739558, "tokens_seen": 835584000 }, { "epoch": 0.3, "learning_rate": 0.00035376867788916214, "loss": 2.7538, "theoretical_loss": 3.7117397559563843, "tokens_seen": 838860800 }, { "epoch": 0.3, "learning_rate": 0.00035317760544732366, "loss": 2.7468, "theoretical_loss": 3.710318325154545, "tokens_seen": 842137600 }, { "epoch": 0.3, "learning_rate": 0.0003525865330054852, "loss": 2.7912, "theoretical_loss": 3.7089039562809223, "tokens_seen": 845414400 }, { "epoch": 0.3, "learning_rate": 0.00035199546056364665, "loss": 2.7636, "theoretical_loss": 3.7074965870820193, "tokens_seen": 848691200 }, { "epoch": 0.3, "learning_rate": 0.00035140438812180817, "loss": 2.7608, "theoretical_loss": 3.7060961560907857, "tokens_seen": 851968000 }, { "epoch": 0.31, "learning_rate": 0.00035081331567996974, "loss": 2.8238, "theoretical_loss": 3.7047026026137, "tokens_seen": 855244800 }, { "epoch": 0.31, "learning_rate": 0.00035022224323813127, "loss": 2.7831, "theoretical_loss": 3.7033158667181154, "tokens_seen": 858521600 }, { "epoch": 0.31, "learning_rate": 0.0003496311707962928, "loss": 2.8149, "theoretical_loss": 3.701935889219863, "tokens_seen": 861798400 }, { "epoch": 0.31, "learning_rate": 0.0003490400983544543, "loss": 2.7787, "theoretical_loss": 3.7005626116710966, "tokens_seen": 865075200 }, { "epoch": 0.31, "learning_rate": 0.00034844902591261583, "loss": 2.7875, "theoretical_loss": 3.69919597634839, "tokens_seen": 868352000 }, { "epoch": 0.31, "learning_rate": 0.00034785795347077735, "loss": 2.765, "theoretical_loss": 3.6978359262410603, "tokens_seen": 871628800 }, { "epoch": 0.31, "learning_rate": 0.0003472668810289389, "loss": 2.7931, "theoretical_loss": 3.6964824050397276, "tokens_seen": 874905600 }, { "epoch": 0.31, "learning_rate": 0.00034667580858710044, "loss": 2.7302, "theoretical_loss": 3.6951353571251015, "tokens_seen": 878182400 }, { "epoch": 0.31, "learning_rate": 0.00034608473614526196, "loss": 2.7389, "theoretical_loss": 3.693794727556988, "tokens_seen": 881459200 }, { "epoch": 0.32, "learning_rate": 0.0003454936637034235, "loss": 2.7457, "theoretical_loss": 3.692460462063506, "tokens_seen": 884736000 }, { "epoch": 0.32, "learning_rate": 0.000344902591261585, "loss": 2.8004, "theoretical_loss": 3.691132507030521, "tokens_seen": 888012800 }, { "epoch": 0.32, "learning_rate": 0.00034431151881974653, "loss": 2.8096, "theoretical_loss": 3.6898108094912816, "tokens_seen": 891289600 }, { "epoch": 0.32, "learning_rate": 0.00034372044637790805, "loss": 2.7667, "theoretical_loss": 3.6884953171162556, "tokens_seen": 894566400 }, { "epoch": 0.32, "learning_rate": 0.0003431293739360696, "loss": 2.7718, "theoretical_loss": 3.6871859782031624, "tokens_seen": 897843200 }, { "epoch": 0.32, "learning_rate": 0.00034253830149423114, "loss": 2.7894, "theoretical_loss": 3.685882741667202, "tokens_seen": 901120000 }, { "epoch": 0.32, "learning_rate": 0.00034194722905239266, "loss": 2.7886, "theoretical_loss": 3.684585557031461, "tokens_seen": 904396800 }, { "epoch": 0.32, "learning_rate": 0.0003413561566105542, "loss": 2.8096, "theoretical_loss": 3.6832943744175126, "tokens_seen": 907673600 }, { "epoch": 0.33, "learning_rate": 0.0003407650841687157, "loss": 2.7731, "theoretical_loss": 3.682009144536188, "tokens_seen": 910950400 }, { "epoch": 0.33, "learning_rate": 0.0003401740117268772, "loss": 2.7988, "theoretical_loss": 3.680729818678526, "tokens_seen": 914227200 }, { "epoch": 0.33, "learning_rate": 0.0003395829392850388, "loss": 2.775, "theoretical_loss": 3.6794563487068936, "tokens_seen": 917504000 }, { "epoch": 0.33, "learning_rate": 0.0003389918668432003, "loss": 2.7833, "theoretical_loss": 3.6781886870462692, "tokens_seen": 920780800 }, { "epoch": 0.33, "learning_rate": 0.00033840079440136184, "loss": 2.8013, "theoretical_loss": 3.676926786675698, "tokens_seen": 924057600 }, { "epoch": 0.33, "learning_rate": 0.00033780972195952336, "loss": 2.7383, "theoretical_loss": 3.6756706011198963, "tokens_seen": 927334400 }, { "epoch": 0.33, "learning_rate": 0.0003372186495176849, "loss": 2.7058, "theoretical_loss": 3.6744200844410217, "tokens_seen": 930611200 }, { "epoch": 0.33, "learning_rate": 0.0003366275770758464, "loss": 2.7064, "theoretical_loss": 3.6731751912305914, "tokens_seen": 933888000 }, { "epoch": 0.33, "learning_rate": 0.000336036504634008, "loss": 2.7417, "theoretical_loss": 3.671935876601547, "tokens_seen": 937164800 }, { "epoch": 0.34, "learning_rate": 0.0003354454321921695, "loss": 2.6845, "theoretical_loss": 3.6707020961804715, "tokens_seen": 940441600 }, { "epoch": 0.34, "learning_rate": 0.000334854359750331, "loss": 2.7397, "theoretical_loss": 3.6694738060999468, "tokens_seen": 943718400 }, { "epoch": 0.34, "learning_rate": 0.00033426328730849254, "loss": 2.7525, "theoretical_loss": 3.668250962991049, "tokens_seen": 946995200 }, { "epoch": 0.34, "learning_rate": 0.00033367221486665406, "loss": 2.757, "theoretical_loss": 3.667033523975983, "tokens_seen": 950272000 }, { "epoch": 0.34, "learning_rate": 0.0003330811424248156, "loss": 2.7335, "theoretical_loss": 3.66582144666085, "tokens_seen": 953548800 }, { "epoch": 0.34, "learning_rate": 0.0003324900699829771, "loss": 2.7369, "theoretical_loss": 3.664614689128546, "tokens_seen": 956825600 }, { "epoch": 0.34, "learning_rate": 0.0003318989975411387, "loss": 2.7314, "theoretical_loss": 3.6634132099317886, "tokens_seen": 960102400 }, { "epoch": 0.34, "learning_rate": 0.0003313079250993002, "loss": 2.7448, "theoretical_loss": 3.662216968086267, "tokens_seen": 963379200 }, { "epoch": 0.35, "learning_rate": 0.0003307168526574617, "loss": 2.7734, "theoretical_loss": 3.6610259230639217, "tokens_seen": 966656000 }, { "epoch": 0.35, "learning_rate": 0.00033012578021562324, "loss": 2.8147, "theoretical_loss": 3.659840034786333, "tokens_seen": 969932800 }, { "epoch": 0.35, "learning_rate": 0.00032953470777378476, "loss": 2.8769, "theoretical_loss": 3.6586592636182376, "tokens_seen": 973209600 }, { "epoch": 0.35, "learning_rate": 0.0003289436353319463, "loss": 2.866, "theoretical_loss": 3.6574835703611566, "tokens_seen": 976486400 }, { "epoch": 0.35, "learning_rate": 0.00032835256289010786, "loss": 2.8567, "theoretical_loss": 3.6563129162471313, "tokens_seen": 979763200 }, { "debugging/Self-BLEU-5": 0.4286046663919377, "debugging/distinct-1-grams": 0.8147567798871364, "debugging/distinct-2-grams": 0.9823269374342457, "debugging/entropy-1-grams": 6.1671920556004824, "debugging/entropy-2-grams": 6.947028138756313, "debugging/length": 477.53333333333336, "debugging/num_segments": 15, "epoch": 0.35, "objective/train/docs_used": 560408, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.931519031524658, "objective/train/theoretical_loss": 3.6551472629325787, "objective/train/tokens_used": 1003500000, "theoretical_loss": 3.6551472629325787, "tokens_seen": 983040000 }, { "epoch": 0.35, "learning_rate": 0.0003277614904482694, "loss": 2.8554, "theoretical_loss": 3.6551472629325787, "tokens_seen": 983040000 }, { "epoch": 0.35, "learning_rate": 0.0003271704180064309, "loss": 2.8527, "theoretical_loss": 3.653986572492247, "tokens_seen": 986316800 }, { "epoch": 0.35, "learning_rate": 0.0003265793455645924, "loss": 2.8227, "theoretical_loss": 3.65283080741328, "tokens_seen": 989593600 }, { "epoch": 0.35, "learning_rate": 0.00032598827312275394, "loss": 2.834, "theoretical_loss": 3.6516799305893866, "tokens_seen": 992870400 }, { "epoch": 0.36, "learning_rate": 0.00032539720068091546, "loss": 2.8239, "theoretical_loss": 3.6505339053151076, "tokens_seen": 996147200 }, { "epoch": 0.36, "learning_rate": 0.00032480612823907704, "loss": 2.8332, "theoretical_loss": 3.649392695280186, "tokens_seen": 999424000 }, { "epoch": 0.36, "learning_rate": 0.00032421505579723856, "loss": 2.7962, "theoretical_loss": 3.6482562645640337, "tokens_seen": 1002700800 }, { "epoch": 0.36, "learning_rate": 0.0003236239833554001, "loss": 2.8049, "theoretical_loss": 3.6471245776302883, "tokens_seen": 1005977600 }, { "epoch": 0.36, "learning_rate": 0.00032303291091356155, "loss": 2.837, "theoretical_loss": 3.6459975993214724, "tokens_seen": 1009254400 }, { "epoch": 0.36, "learning_rate": 0.00032244183847172307, "loss": 2.8015, "theoretical_loss": 3.6448752948537377, "tokens_seen": 1012531200 }, { "epoch": 0.36, "learning_rate": 0.0003218507660298846, "loss": 2.8375, "theoretical_loss": 3.6437576298116996, "tokens_seen": 1015808000 }, { "epoch": 0.36, "learning_rate": 0.0003212596935880461, "loss": 2.8268, "theoretical_loss": 3.6426445701433607, "tokens_seen": 1019084800 }, { "epoch": 0.37, "learning_rate": 0.0003206686211462077, "loss": 2.8573, "theoretical_loss": 3.6415360821551226, "tokens_seen": 1022361600 }, { "epoch": 0.37, "learning_rate": 0.0003200775487043692, "loss": 2.8034, "theoretical_loss": 3.6404321325068754, "tokens_seen": 1025638400 }, { "epoch": 0.37, "learning_rate": 0.0003194864762625307, "loss": 2.8282, "theoretical_loss": 3.639332688207178, "tokens_seen": 1028915200 }, { "epoch": 0.37, "learning_rate": 0.00031889540382069225, "loss": 2.8054, "theoretical_loss": 3.6382377166085096, "tokens_seen": 1032192000 }, { "epoch": 0.37, "learning_rate": 0.00031830433137885377, "loss": 2.76, "theoretical_loss": 3.6371471854026147, "tokens_seen": 1035468800 }, { "epoch": 0.37, "learning_rate": 0.0003177132589370153, "loss": 2.7697, "theoretical_loss": 3.6360610626159087, "tokens_seen": 1038745600 }, { "epoch": 0.37, "learning_rate": 0.00031712218649517686, "loss": 2.7396, "theoretical_loss": 3.634979316604973, "tokens_seen": 1042022400 }, { "epoch": 0.37, "learning_rate": 0.0003165311140533384, "loss": 2.7543, "theoretical_loss": 3.6339019160521198, "tokens_seen": 1045299200 }, { "epoch": 0.37, "learning_rate": 0.0003159400416114999, "loss": 2.7494, "theoretical_loss": 3.632828829961029, "tokens_seen": 1048576000 }, { "epoch": 0.38, "learning_rate": 0.0003153489691696614, "loss": 2.7597, "theoretical_loss": 3.631760027652461, "tokens_seen": 1051852800 }, { "epoch": 0.38, "learning_rate": 0.00031475789672782295, "loss": 2.7859, "theoretical_loss": 3.630695478760034, "tokens_seen": 1055129600 }, { "epoch": 0.38, "learning_rate": 0.00031416682428598447, "loss": 2.7618, "theoretical_loss": 3.6296351532260767, "tokens_seen": 1058406400 }, { "epoch": 0.38, "learning_rate": 0.00031357575184414604, "loss": 2.7557, "theoretical_loss": 3.6285790212975435, "tokens_seen": 1061683200 }, { "epoch": 0.38, "learning_rate": 0.00031298467940230756, "loss": 2.7322, "theoretical_loss": 3.6275270535220008, "tokens_seen": 1064960000 }, { "epoch": 0.38, "learning_rate": 0.0003123936069604691, "loss": 2.7615, "theoretical_loss": 3.626479220743673, "tokens_seen": 1068236800 }, { "epoch": 0.38, "learning_rate": 0.0003118379988651409, "loss": 2.7742, "theoretical_loss": 3.6254354940995586, "tokens_seen": 1071513600 }, { "epoch": 0.38, "learning_rate": 0.00031124692642330243, "loss": 2.7746, "theoretical_loss": 3.624395845015602, "tokens_seen": 1074790400 }, { "epoch": 0.39, "learning_rate": 0.00031065585398146395, "loss": 2.7173, "theoretical_loss": 3.6233602452029348, "tokens_seen": 1078067200 }, { "epoch": 0.39, "learning_rate": 0.00031006478153962553, "loss": 2.7272, "theoretical_loss": 3.6223286666541683, "tokens_seen": 1081344000 }, { "epoch": 0.39, "learning_rate": 0.00030947370909778705, "loss": 2.7576, "theoretical_loss": 3.621301081639753, "tokens_seen": 1084620800 }, { "epoch": 0.39, "learning_rate": 0.00030888263665594857, "loss": 2.7948, "theoretical_loss": 3.6202774627043923, "tokens_seen": 1087897600 }, { "epoch": 0.39, "learning_rate": 0.0003082915642141101, "loss": 2.752, "theoretical_loss": 3.619257782663513, "tokens_seen": 1091174400 }, { "epoch": 0.39, "learning_rate": 0.0003077004917722716, "loss": 2.7598, "theoretical_loss": 3.618242014599793, "tokens_seen": 1094451200 }, { "epoch": 0.39, "learning_rate": 0.00030710941933043313, "loss": 2.7445, "theoretical_loss": 3.617230131859743, "tokens_seen": 1097728000 }, { "epoch": 0.39, "learning_rate": 0.00030651834688859465, "loss": 2.7298, "theoretical_loss": 3.6162221080503416, "tokens_seen": 1101004800 }, { "epoch": 0.39, "learning_rate": 0.00030592727444675623, "loss": 2.7152, "theoretical_loss": 3.615217917035726, "tokens_seen": 1104281600 }, { "epoch": 0.4, "learning_rate": 0.00030533620200491775, "loss": 2.7476, "theoretical_loss": 3.614217532933929, "tokens_seen": 1107558400 }, { "epoch": 0.4, "learning_rate": 0.00030474512956307927, "loss": 2.735, "theoretical_loss": 3.6132209301136715, "tokens_seen": 1110835200 }, { "epoch": 0.4, "learning_rate": 0.0003041540571212408, "loss": 2.7189, "theoretical_loss": 3.612228083191205, "tokens_seen": 1114112000 }, { "epoch": 0.4, "learning_rate": 0.0003035629846794023, "loss": 2.7788, "theoretical_loss": 3.611238967027199, "tokens_seen": 1117388800 }, { "epoch": 0.4, "learning_rate": 0.00030297191223756383, "loss": 2.8218, "theoretical_loss": 3.610253556723679, "tokens_seen": 1120665600 }, { "epoch": 0.4, "learning_rate": 0.0003023808397957254, "loss": 2.7875, "theoretical_loss": 3.609271827621014, "tokens_seen": 1123942400 }, { "epoch": 0.4, "learning_rate": 0.00030178976735388693, "loss": 2.7883, "theoretical_loss": 3.6082937552949463, "tokens_seen": 1127219200 }, { "epoch": 0.4, "learning_rate": 0.00030119869491204845, "loss": 2.7544, "theoretical_loss": 3.607319315553669, "tokens_seen": 1130496000 }, { "epoch": 0.4, "learning_rate": 0.00030060762247020997, "loss": 2.7189, "theoretical_loss": 3.6063484844349456, "tokens_seen": 1133772800 }, { "epoch": 0.41, "learning_rate": 0.0003000165500283715, "loss": 2.7459, "theoretical_loss": 3.605381238203279, "tokens_seen": 1137049600 }, { "epoch": 0.41, "learning_rate": 0.000299425477586533, "loss": 2.7513, "theoretical_loss": 3.604417553347117, "tokens_seen": 1140326400 }, { "epoch": 0.41, "learning_rate": 0.0002988344051446946, "loss": 2.7414, "theoretical_loss": 3.603457406576106, "tokens_seen": 1143603200 }, { "epoch": 0.41, "objective/train/docs_used": 649861, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.648502826690674, "objective/train/theoretical_loss": 3.602500774818379, "objective/train/tokens_used": 1167340000, "theoretical_loss": 3.602500774818379, "tokens_seen": 1146880000 }, { "epoch": 0.41, "learning_rate": 0.0002982433327028561, "loss": 2.7343, "theoretical_loss": 3.602500774818379, "tokens_seen": 1146880000 }, { "epoch": 0.41, "learning_rate": 0.00029765226026101763, "loss": 2.7718, "theoretical_loss": 3.601547635217892, "tokens_seen": 1150156800 }, { "epoch": 0.41, "learning_rate": 0.00029706118781917915, "loss": 2.7723, "theoretical_loss": 3.6005979651317976, "tokens_seen": 1153433600 }, { "epoch": 0.41, "learning_rate": 0.00029647011537734067, "loss": 2.7776, "theoretical_loss": 3.599651742127855, "tokens_seen": 1156710400 }, { "epoch": 0.41, "learning_rate": 0.00029587904293550214, "loss": 2.729, "theoretical_loss": 3.5987089439818805, "tokens_seen": 1159987200 }, { "epoch": 0.42, "learning_rate": 0.00029528797049366366, "loss": 2.7045, "theoretical_loss": 3.5977695486752426, "tokens_seen": 1163264000 }, { "epoch": 0.42, "learning_rate": 0.00029469689805182523, "loss": 2.7432, "theoretical_loss": 3.596833534392379, "tokens_seen": 1166540800 }, { "epoch": 0.42, "learning_rate": 0.00029410582560998675, "loss": 2.7632, "theoretical_loss": 3.595900879518368, "tokens_seen": 1169817600 }, { "epoch": 0.42, "learning_rate": 0.0002935147531681483, "loss": 2.7854, "theoretical_loss": 3.594971562636521, "tokens_seen": 1173094400 }, { "epoch": 0.42, "learning_rate": 0.0002929236807263098, "loss": 2.7363, "theoretical_loss": 3.5940455625260226, "tokens_seen": 1176371200 }, { "epoch": 0.42, "learning_rate": 0.0002923326082844713, "loss": 2.7419, "theoretical_loss": 3.5931228581595938, "tokens_seen": 1179648000 }, { "epoch": 0.42, "learning_rate": 0.00029174153584263284, "loss": 2.7435, "theoretical_loss": 3.5922034287011995, "tokens_seen": 1182924800 }, { "epoch": 0.42, "learning_rate": 0.0002911504634007944, "loss": 2.7084, "theoretical_loss": 3.5912872535037828, "tokens_seen": 1186201600 }, { "epoch": 0.42, "learning_rate": 0.00029055939095895593, "loss": 2.7912, "theoretical_loss": 3.590374312107035, "tokens_seen": 1189478400 }, { "epoch": 0.43, "learning_rate": 0.00028996831851711745, "loss": 2.7727, "theoretical_loss": 3.5894645842351993, "tokens_seen": 1192755200 }, { "epoch": 0.43, "learning_rate": 0.000289377246075279, "loss": 2.7561, "theoretical_loss": 3.588558049794902, "tokens_seen": 1196032000 }, { "epoch": 0.43, "learning_rate": 0.0002887861736334405, "loss": 2.7388, "theoretical_loss": 3.5876546888730187, "tokens_seen": 1199308800 }, { "epoch": 0.43, "learning_rate": 0.000288195101191602, "loss": 2.7628, "theoretical_loss": 3.5867544817345713, "tokens_seen": 1202585600 }, { "epoch": 0.43, "learning_rate": 0.0002876040287497636, "loss": 2.7858, "theoretical_loss": 3.585857408820652, "tokens_seen": 1205862400 }, { "epoch": 0.43, "learning_rate": 0.0002870129563079251, "loss": 2.7955, "theoretical_loss": 3.58496345074638, "tokens_seen": 1209139200 }, { "epoch": 0.43, "learning_rate": 0.00028642188386608663, "loss": 2.8126, "theoretical_loss": 3.5840725882988873, "tokens_seen": 1212416000 }, { "epoch": 0.43, "learning_rate": 0.00028583081142424815, "loss": 2.7896, "theoretical_loss": 3.5831848024353317, "tokens_seen": 1215692800 }, { "epoch": 0.44, "learning_rate": 0.00028523973898240967, "loss": 2.8085, "theoretical_loss": 3.5823000742809374, "tokens_seen": 1218969600 }, { "epoch": 0.44, "learning_rate": 0.0002846486665405712, "loss": 2.7728, "theoretical_loss": 3.5814183851270673, "tokens_seen": 1222246400 }, { "epoch": 0.44, "learning_rate": 0.0002840575940987327, "loss": 2.764, "theoretical_loss": 3.5805397164293167, "tokens_seen": 1225523200 }, { "epoch": 0.44, "learning_rate": 0.0002834665216568943, "loss": 2.7466, "theoretical_loss": 3.5796640498056407, "tokens_seen": 1228800000 }, { "epoch": 0.44, "learning_rate": 0.0002828754492150558, "loss": 2.7472, "theoretical_loss": 3.5787913670345013, "tokens_seen": 1232076800 }, { "epoch": 0.44, "learning_rate": 0.00028228437677321733, "loss": 2.7282, "theoretical_loss": 3.577921650053045, "tokens_seen": 1235353600 }, { "epoch": 0.44, "learning_rate": 0.00028169330433137885, "loss": 2.7235, "theoretical_loss": 3.577054880955303, "tokens_seen": 1238630400 }, { "epoch": 0.44, "learning_rate": 0.00028110223188954037, "loss": 2.7073, "theoretical_loss": 3.5761910419904193, "tokens_seen": 1241907200 }, { "epoch": 0.44, "learning_rate": 0.0002805111594477019, "loss": 2.7686, "theoretical_loss": 3.5753301155609014, "tokens_seen": 1245184000 }, { "epoch": 0.45, "learning_rate": 0.00027992008700586347, "loss": 2.7072, "theoretical_loss": 3.574472084220896, "tokens_seen": 1248460800 }, { "epoch": 0.45, "learning_rate": 0.000279329014564025, "loss": 2.7005, "theoretical_loss": 3.5736169306744885, "tokens_seen": 1251737600 }, { "epoch": 0.45, "learning_rate": 0.0002787379421221865, "loss": 2.6686, "theoretical_loss": 3.572764637774024, "tokens_seen": 1255014400 }, { "epoch": 0.45, "learning_rate": 0.00027814686968034803, "loss": 2.6813, "theoretical_loss": 3.571915188518457, "tokens_seen": 1258291200 }, { "epoch": 0.45, "learning_rate": 0.00027755579723850955, "loss": 2.6981, "theoretical_loss": 3.571068566051716, "tokens_seen": 1261568000 }, { "epoch": 0.45, "learning_rate": 0.00027696472479667107, "loss": 2.7378, "theoretical_loss": 3.5702247536610976, "tokens_seen": 1264844800 }, { "epoch": 0.45, "learning_rate": 0.00027637365235483265, "loss": 2.7165, "theoretical_loss": 3.5693837347756783, "tokens_seen": 1268121600 }, { "epoch": 0.45, "learning_rate": 0.00027578257991299417, "loss": 2.6892, "theoretical_loss": 3.5685454929647475, "tokens_seen": 1271398400 }, { "epoch": 0.46, "learning_rate": 0.0002751915074711557, "loss": 2.7011, "theoretical_loss": 3.5677100119362675, "tokens_seen": 1274675200 }, { "epoch": 0.46, "learning_rate": 0.0002746004350293172, "loss": 2.6814, "theoretical_loss": 3.566877275535345, "tokens_seen": 1277952000 }, { "epoch": 0.46, "learning_rate": 0.00027400936258747873, "loss": 2.6805, "theoretical_loss": 3.566047267742733, "tokens_seen": 1281228800 }, { "epoch": 0.46, "learning_rate": 0.00027341829014564025, "loss": 2.6552, "theoretical_loss": 3.5652199726733453, "tokens_seen": 1284505600 }, { "epoch": 0.46, "learning_rate": 0.0002728272177038018, "loss": 2.6495, "theoretical_loss": 3.564395374574796, "tokens_seen": 1287782400 }, { "epoch": 0.46, "learning_rate": 0.00027223614526196335, "loss": 2.708, "theoretical_loss": 3.5635734578259557, "tokens_seen": 1291059200 }, { "epoch": 0.46, "learning_rate": 0.00027164507282012487, "loss": 2.7262, "theoretical_loss": 3.5627542069355282, "tokens_seen": 1294336000 }, { "epoch": 0.46, "learning_rate": 0.0002710540003782864, "loss": 2.6956, "theoretical_loss": 3.5619376065406474, "tokens_seen": 1297612800 }, { "epoch": 0.46, "learning_rate": 0.0002704629279364479, "loss": 2.708, "theoretical_loss": 3.5611236414054868, "tokens_seen": 1300889600 }, { "epoch": 0.47, "learning_rate": 0.00026987185549460943, "loss": 2.7139, "theoretical_loss": 3.560312296419899, "tokens_seen": 1304166400 }, { "epoch": 0.47, "learning_rate": 0.00026928078305277095, "loss": 2.7087, "theoretical_loss": 3.55950355659806, "tokens_seen": 1307443200 }, { "debugging/Self-BLEU-5": 0.49020908264157476, "debugging/distinct-1-grams": 0.768901113497886, "debugging/distinct-2-grams": 0.9428782333551957, "debugging/entropy-1-grams": 6.085999550681761, "debugging/entropy-2-grams": 7.0033060167714964, "debugging/length": 490.2352941176471, "debugging/num_segments": 17, "epoch": 0.47, "objective/train/docs_used": 741674, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.6498470306396484, "objective/train/theoretical_loss": 3.558697407077142, "objective/train/tokens_used": 1331180000, "theoretical_loss": 3.558697407077142, "tokens_seen": 1310720000 }, { "epoch": 0.47, "learning_rate": 0.0002686897106109325, "loss": 2.6998, "theoretical_loss": 3.558697407077142, "tokens_seen": 1310720000 }, { "epoch": 0.47, "learning_rate": 0.00026809863816909405, "loss": 2.7113, "theoretical_loss": 3.5578938331159975, "tokens_seen": 1313996800 }, { "epoch": 0.47, "learning_rate": 0.00026750756572725557, "loss": 2.6855, "theoretical_loss": 3.557092820093863, "tokens_seen": 1317273600 }, { "epoch": 0.47, "learning_rate": 0.0002669164932854171, "loss": 2.7066, "theoretical_loss": 3.556294353509079, "tokens_seen": 1320550400 }, { "epoch": 0.47, "learning_rate": 0.00026632542084357855, "loss": 2.6984, "theoretical_loss": 3.555498418977828, "tokens_seen": 1323827200 }, { "epoch": 0.47, "learning_rate": 0.0002657343484017401, "loss": 2.6911, "theoretical_loss": 3.5547050022328874, "tokens_seen": 1327104000 }, { "epoch": 0.48, "learning_rate": 0.00026514327595990165, "loss": 2.6905, "theoretical_loss": 3.553914089122399, "tokens_seen": 1330380800 }, { "epoch": 0.48, "learning_rate": 0.00026455220351806317, "loss": 2.7444, "theoretical_loss": 3.553125665608655, "tokens_seen": 1333657600 }, { "epoch": 0.48, "learning_rate": 0.0002639611310762247, "loss": 2.7171, "theoretical_loss": 3.5523397177669005, "tokens_seen": 1336934400 }, { "epoch": 0.48, "learning_rate": 0.0002633700586343862, "loss": 2.724, "theoretical_loss": 3.551556231784149, "tokens_seen": 1340211200 }, { "epoch": 0.48, "learning_rate": 0.00026277898619254773, "loss": 2.6826, "theoretical_loss": 3.5507751939580148, "tokens_seen": 1343488000 }, { "epoch": 0.48, "learning_rate": 0.00026218791375070925, "loss": 2.6802, "theoretical_loss": 3.5499965906955606, "tokens_seen": 1346764800 }, { "epoch": 0.48, "learning_rate": 0.00026159684130887083, "loss": 2.7313, "theoretical_loss": 3.549220408512161, "tokens_seen": 1350041600 }, { "epoch": 0.48, "learning_rate": 0.00026100576886703235, "loss": 2.7059, "theoretical_loss": 3.5484466340303755, "tokens_seen": 1353318400 }, { "epoch": 0.48, "learning_rate": 0.00026041469642519387, "loss": 2.6919, "theoretical_loss": 3.547675253978843, "tokens_seen": 1356595200 }, { "epoch": 0.49, "learning_rate": 0.0002598236239833554, "loss": 2.7298, "theoretical_loss": 3.5469062551911854, "tokens_seen": 1359872000 }, { "epoch": 0.49, "learning_rate": 0.0002592325515415169, "loss": 2.7379, "theoretical_loss": 3.5461396246049244, "tokens_seen": 1363148800 }, { "epoch": 0.49, "learning_rate": 0.00025864147909967843, "loss": 2.7027, "theoretical_loss": 3.545375349260419, "tokens_seen": 1366425600 }, { "epoch": 0.49, "learning_rate": 0.00025805040665783995, "loss": 2.7405, "theoretical_loss": 3.544613416299808, "tokens_seen": 1369702400 }, { "epoch": 0.49, "learning_rate": 0.00025745933421600153, "loss": 2.7189, "theoretical_loss": 3.5438538129659687, "tokens_seen": 1372979200 }, { "epoch": 0.49, "learning_rate": 0.00025686826177416305, "loss": 2.7406, "theoretical_loss": 3.5430965266014933, "tokens_seen": 1376256000 }, { "epoch": 0.49, "learning_rate": 0.00025627718933232457, "loss": 2.7359, "theoretical_loss": 3.5423415446476705, "tokens_seen": 1379532800 }, { "epoch": 0.49, "learning_rate": 0.0002556861168904861, "loss": 2.6738, "theoretical_loss": 3.541588854643487, "tokens_seen": 1382809600 }, { "epoch": 0.5, "learning_rate": 0.0002550950444486476, "loss": 2.7002, "theoretical_loss": 3.5408384442246343, "tokens_seen": 1386086400 }, { "epoch": 0.5, "learning_rate": 0.00025450397200680913, "loss": 2.6572, "theoretical_loss": 3.540090301122535, "tokens_seen": 1389363200 }, { "epoch": 0.5, "learning_rate": 0.0002539128995649707, "loss": 2.6825, "theoretical_loss": 3.5393444131633762, "tokens_seen": 1392640000 }, { "epoch": 0.5, "learning_rate": 0.00025332182712313223, "loss": 2.7348, "theoretical_loss": 3.5386007682671576, "tokens_seen": 1395916800 }, { "epoch": 0.5, "learning_rate": 0.00025273075468129375, "loss": 2.7119, "theoretical_loss": 3.5378593544467494, "tokens_seen": 1399193600 } ], "max_steps": 42724, "num_train_epochs": 9223372036854775807, "total_flos": 7.1439331885056e+17, "trial_name": null, "trial_params": null }