{ "best_metric": null, "best_model_checkpoint": null, "epoch": 0.5, "global_step": 21362, "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": 10.8693, "theoretical_loss": 20.812814784551147, "tokens_seen": 65536 }, { "epoch": 0.0, "learning_rate": 5.841121495327103e-05, "loss": 9.0309, "theoretical_loss": 8.563479647615063, "tokens_seen": 3276800 }, { "epoch": 0.0, "learning_rate": 0.00011682242990654206, "loss": 6.9509, "theoretical_loss": 7.4777557010520255, "tokens_seen": 6553600 }, { "epoch": 0.0, "learning_rate": 0.00017523364485981307, "loss": 6.1089, "theoretical_loss": 6.933751471898896, "tokens_seen": 9830400 }, { "epoch": 0.0, "learning_rate": 0.00023364485981308412, "loss": 5.7357, "theoretical_loss": 6.583563211430409, "tokens_seen": 13107200 }, { "epoch": 0.01, "learning_rate": 0.00029205607476635517, "loss": 5.4638, "theoretical_loss": 6.330710548120079, "tokens_seen": 16384000 }, { "epoch": 0.01, "learning_rate": 0.00035046728971962614, "loss": 5.2523, "theoretical_loss": 6.135526214944321, "tokens_seen": 19660800 }, { "epoch": 0.01, "learning_rate": 0.0004088785046728972, "loss": 5.1333, "theoretical_loss": 5.978098566873603, "tokens_seen": 22937600 }, { "epoch": 0.01, "learning_rate": 0.00046728971962616824, "loss": 5.0029, "theoretical_loss": 5.847114309269919, "tokens_seen": 26214400 }, { "epoch": 0.01, "learning_rate": 0.000499739928125591, "loss": 4.8482, "theoretical_loss": 5.73557379888612, "tokens_seen": 29491200 }, { "epoch": 0.01, "learning_rate": 0.0004991488556837526, "loss": 4.7413, "theoretical_loss": 5.638867127075349, "tokens_seen": 32768000 }, { "epoch": 0.01, "learning_rate": 0.0004985577832419141, "loss": 4.639, "theoretical_loss": 5.553809364848902, "tokens_seen": 36044800 }, { "epoch": 0.01, "learning_rate": 0.0004979667108000757, "loss": 4.5476, "theoretical_loss": 5.478115063560433, "tokens_seen": 39321600 }, { "epoch": 0.02, "learning_rate": 0.0004973756383582371, "loss": 4.4265, "theoretical_loss": 5.410092942583357, "tokens_seen": 42598400 }, { "epoch": 0.02, "learning_rate": 0.0004967845659163987, "loss": 4.4205, "theoretical_loss": 5.34845906673983, "tokens_seen": 45875200 }, { "epoch": 0.02, "learning_rate": 0.0004961934934745603, "loss": 4.3088, "theoretical_loss": 5.292217549941562, "tokens_seen": 49152000 }, { "epoch": 0.02, "learning_rate": 0.0004956024210327218, "loss": 4.2513, "theoretical_loss": 5.240581608773973, "tokens_seen": 52428800 }, { "epoch": 0.02, "learning_rate": 0.0004950113485908833, "loss": 4.1679, "theoretical_loss": 5.192919707529784, "tokens_seen": 55705600 }, { "epoch": 0.02, "learning_rate": 0.0004944202761490448, "loss": 4.078, "theoretical_loss": 5.1487178463604355, "tokens_seen": 58982400 }, { "epoch": 0.02, "learning_rate": 0.0004938292037072064, "loss": 3.9768, "theoretical_loss": 5.107552545409097, "tokens_seen": 62259200 }, { "epoch": 0.02, "learning_rate": 0.0004932381312653678, "loss": 3.8845, "theoretical_loss": 5.069071100147241, "tokens_seen": 65536000 }, { "epoch": 0.02, "learning_rate": 0.0004926470588235294, "loss": 3.8024, "theoretical_loss": 5.032976892842002, "tokens_seen": 68812800 }, { "epoch": 0.03, "learning_rate": 0.000492055986381691, "loss": 3.709, "theoretical_loss": 4.999018291228659, "tokens_seen": 72089600 }, { "epoch": 0.03, "learning_rate": 0.0004914649139398525, "loss": 3.7163, "theoretical_loss": 4.966980138355957, "tokens_seen": 75366400 }, { "epoch": 0.03, "learning_rate": 0.000490873841498014, "loss": 3.6464, "theoretical_loss": 4.936677144629131, "tokens_seen": 78643200 }, { "epoch": 0.03, "learning_rate": 0.0004902827690561755, "loss": 3.6057, "theoretical_loss": 4.907948696834077, "tokens_seen": 81920000 }, { "epoch": 0.03, "learning_rate": 0.0004896916966143371, "loss": 3.5802, "theoretical_loss": 4.880654736816922, "tokens_seen": 85196800 }, { "epoch": 0.03, "learning_rate": 0.0004891006241724985, "loss": 3.5166, "theoretical_loss": 4.8546724574857745, "tokens_seen": 88473600 }, { "epoch": 0.03, "learning_rate": 0.0004885095517306601, "loss": 3.5148, "theoretical_loss": 4.829893630312808, "tokens_seen": 91750400 }, { "epoch": 0.03, "learning_rate": 0.0004879184792888217, "loss": 3.4273, "theoretical_loss": 4.806222425781916, "tokens_seen": 95027200 }, { "epoch": 0.04, "learning_rate": 0.0004873274068469832, "loss": 3.4389, "theoretical_loss": 4.783573622280253, "tokens_seen": 98304000 }, { "epoch": 0.04, "learning_rate": 0.00048673633440514467, "loss": 3.4706, "theoretical_loss": 4.7618711237764035, "tokens_seen": 101580800 }, { "epoch": 0.04, "learning_rate": 0.0004861452619633062, "loss": 3.4574, "theoretical_loss": 4.741046724966468, "tokens_seen": 104857600 }, { "epoch": 0.04, "learning_rate": 0.0004855541895214677, "loss": 3.4083, "theoretical_loss": 4.721039076253046, "tokens_seen": 108134400 }, { "epoch": 0.04, "learning_rate": 0.0004849631170796293, "loss": 3.4308, "theoretical_loss": 4.701792811235861, "tokens_seen": 111411200 }, { "epoch": 0.04, "learning_rate": 0.0004843720446377908, "loss": 3.4235, "theoretical_loss": 4.683257807239925, "tokens_seen": 114688000 }, { "epoch": 0.04, "learning_rate": 0.00048378097219595233, "loss": 3.4065, "theoretical_loss": 4.665388555430277, "tokens_seen": 117964800 }, { "epoch": 0.04, "learning_rate": 0.00048318989975411385, "loss": 3.387, "theoretical_loss": 4.648143621723734, "tokens_seen": 121241600 }, { "epoch": 0.04, "learning_rate": 0.00048259882731227537, "loss": 3.3843, "theoretical_loss": 4.631485183343639, "tokens_seen": 124518400 }, { "epoch": 0.05, "learning_rate": 0.0004820077548704369, "loss": 3.3602, "theoretical_loss": 4.6153786287197125, "tokens_seen": 127795200 }, { "epoch": 0.05, "learning_rate": 0.00048141668242859847, "loss": 3.3476, "theoretical_loss": 4.5997922106945, "tokens_seen": 131072000 }, { "epoch": 0.05, "learning_rate": 0.00048082560998676, "loss": 3.3521, "theoretical_loss": 4.58469674479667, "tokens_seen": 134348800 }, { "epoch": 0.05, "learning_rate": 0.0004802345375449215, "loss": 3.3564, "theoretical_loss": 4.570065345782512, "tokens_seen": 137625600 }, { "epoch": 0.05, "learning_rate": 0.00047964346510308303, "loss": 3.2824, "theoretical_loss": 4.555873196808033, "tokens_seen": 140902400 }, { "epoch": 0.05, "learning_rate": 0.00047905239266124455, "loss": 3.3029, "theoretical_loss": 4.542097346534794, "tokens_seen": 144179200 }, { "epoch": 0.05, "learning_rate": 0.00047846132021940607, "loss": 3.2522, "theoretical_loss": 4.528716530238812, "tokens_seen": 147456000 }, { "epoch": 0.05, "learning_rate": 0.0004778702477775676, "loss": 3.2919, "theoretical_loss": 4.515711011618992, "tokens_seen": 150732800 }, { "epoch": 0.06, "learning_rate": 0.00047727917533572917, "loss": 3.2381, "theoretical_loss": 4.503062442517334, "tokens_seen": 154009600 }, { "epoch": 0.06, "learning_rate": 0.0004766881028938907, "loss": 3.2438, "theoretical_loss": 4.4907537381892615, "tokens_seen": 157286400 }, { "epoch": 0.06, "learning_rate": 0.0004760970304520522, "loss": 3.2661, "theoretical_loss": 4.478768966115963, "tokens_seen": 160563200 }, { "epoch": 0.06, "objective/train/docs_used": 101104, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 3.198517322540283, "objective/train/theoretical_loss": 4.467093246645215, "objective/train/tokens_used": 184300000, "theoretical_loss": 4.467093246645215, "tokens_seen": 163840000 }, { "epoch": 0.06, "learning_rate": 0.00047550595801021373, "loss": 3.237, "theoretical_loss": 4.467093246645215, "tokens_seen": 163840000 }, { "epoch": 0.06, "learning_rate": 0.00047491488556837525, "loss": 3.2302, "theoretical_loss": 4.455712663993541, "tokens_seen": 167116800 }, { "epoch": 0.06, "learning_rate": 0.00047432381312653677, "loss": 3.2266, "theoretical_loss": 4.444614186349425, "tokens_seen": 170393600 }, { "epoch": 0.06, "learning_rate": 0.00047373274068469835, "loss": 3.2047, "theoretical_loss": 4.433785593991642, "tokens_seen": 173670400 }, { "epoch": 0.06, "learning_rate": 0.00047314166824285987, "loss": 3.175, "theoretical_loss": 4.423215414484155, "tokens_seen": 176947200 }, { "epoch": 0.06, "learning_rate": 0.0004725505958010214, "loss": 3.135, "theoretical_loss": 4.412892864134137, "tokens_seen": 180224000 }, { "epoch": 0.07, "learning_rate": 0.0004719595233591829, "loss": 3.1458, "theoretical_loss": 4.402807795006074, "tokens_seen": 183500800 }, { "epoch": 0.07, "learning_rate": 0.00047136845091734443, "loss": 3.1336, "theoretical_loss": 4.392950646875857, "tokens_seen": 186777600 }, { "epoch": 0.07, "learning_rate": 0.00047077737847550595, "loss": 3.1908, "theoretical_loss": 4.383312403586528, "tokens_seen": 190054400 }, { "epoch": 0.07, "learning_rate": 0.0004701863060336675, "loss": 3.158, "theoretical_loss": 4.373884553334271, "tokens_seen": 193331200 }, { "epoch": 0.07, "learning_rate": 0.00046959523359182905, "loss": 3.168, "theoretical_loss": 4.364659052470699, "tokens_seen": 196608000 }, { "epoch": 0.07, "learning_rate": 0.00046900416114999057, "loss": 3.1341, "theoretical_loss": 4.355628292457278, "tokens_seen": 199884800 }, { "epoch": 0.07, "learning_rate": 0.0004684130887081521, "loss": 3.1272, "theoretical_loss": 4.346785069650667, "tokens_seen": 203161600 }, { "epoch": 0.07, "learning_rate": 0.0004678220162663136, "loss": 3.1126, "theoretical_loss": 4.338122557635156, "tokens_seen": 206438400 }, { "epoch": 0.07, "learning_rate": 0.00046723094382447513, "loss": 3.1335, "theoretical_loss": 4.329634281850807, "tokens_seen": 209715200 }, { "epoch": 0.08, "learning_rate": 0.00046663987138263665, "loss": 3.1437, "theoretical_loss": 4.321314096294248, "tokens_seen": 212992000 }, { "epoch": 0.08, "learning_rate": 0.0004660487989407982, "loss": 3.069, "theoretical_loss": 4.3131561620937875, "tokens_seen": 216268800 }, { "epoch": 0.08, "learning_rate": 0.00046545772649895975, "loss": 3.0881, "theoretical_loss": 4.305154927782223, "tokens_seen": 219545600 }, { "epoch": 0.08, "learning_rate": 0.00046486665405712127, "loss": 3.0458, "theoretical_loss": 4.297305111109683, "tokens_seen": 222822400 }, { "epoch": 0.08, "learning_rate": 0.0004642755816152828, "loss": 3.1237, "theoretical_loss": 4.2896016822555945, "tokens_seen": 226099200 }, { "epoch": 0.08, "learning_rate": 0.0004636845091734443, "loss": 3.1297, "theoretical_loss": 4.282039848313611, "tokens_seen": 229376000 }, { "epoch": 0.08, "learning_rate": 0.00046309343673160583, "loss": 3.1587, "theoretical_loss": 4.274615038936293, "tokens_seen": 232652800 }, { "epoch": 0.08, "learning_rate": 0.0004625023642897674, "loss": 3.1385, "theoretical_loss": 4.267322893037893, "tokens_seen": 235929600 }, { "epoch": 0.09, "learning_rate": 0.0004619112918479289, "loss": 3.1282, "theoretical_loss": 4.26015924646374, "tokens_seen": 239206400 }, { "epoch": 0.09, "learning_rate": 0.00046132021940609044, "loss": 3.0925, "theoretical_loss": 4.253120120543809, "tokens_seen": 242483200 }, { "epoch": 0.09, "learning_rate": 0.00046072914696425197, "loss": 3.043, "theoretical_loss": 4.24620171145605, "tokens_seen": 245760000 }, { "epoch": 0.09, "learning_rate": 0.0004601380745224135, "loss": 3.0721, "theoretical_loss": 4.239400380332256, "tokens_seen": 249036800 }, { "epoch": 0.09, "learning_rate": 0.000459547002080575, "loss": 3.0532, "theoretical_loss": 4.232712644045627, "tokens_seen": 252313600 }, { "epoch": 0.09, "learning_rate": 0.0004589559296387366, "loss": 3.066, "theoretical_loss": 4.226135166624862, "tokens_seen": 255590400 }, { "epoch": 0.09, "learning_rate": 0.0004583648571968981, "loss": 3.081, "theoretical_loss": 4.21966475124477, "tokens_seen": 258867200 }, { "epoch": 0.09, "learning_rate": 0.0004577737847550596, "loss": 3.0382, "theoretical_loss": 4.21329833274792, "tokens_seen": 262144000 }, { "epoch": 0.09, "learning_rate": 0.0004571827123132211, "loss": 3.0283, "theoretical_loss": 4.207032970655965, "tokens_seen": 265420800 }, { "epoch": 0.1, "learning_rate": 0.0004565916398713826, "loss": 2.9765, "theoretical_loss": 4.2008658426329974, "tokens_seen": 268697600 }, { "epoch": 0.1, "learning_rate": 0.00045600056742954413, "loss": 2.9944, "theoretical_loss": 4.194794238366544, "tokens_seen": 271974400 }, { "epoch": 0.1, "learning_rate": 0.0004554094949877057, "loss": 2.9731, "theoretical_loss": 4.188815553834879, "tokens_seen": 275251200 }, { "epoch": 0.1, "learning_rate": 0.00045481842254586723, "loss": 2.931, "theoretical_loss": 4.182927285931959, "tokens_seen": 278528000 }, { "epoch": 0.1, "learning_rate": 0.00045422735010402875, "loss": 2.9834, "theoretical_loss": 4.177127027423776, "tokens_seen": 281804800 }, { "epoch": 0.1, "learning_rate": 0.00045363627766219027, "loss": 3.0071, "theoretical_loss": 4.171412462212087, "tokens_seen": 285081600 }, { "epoch": 0.1, "learning_rate": 0.0004530452052203518, "loss": 2.9769, "theoretical_loss": 4.165781360883513, "tokens_seen": 288358400 }, { "epoch": 0.1, "learning_rate": 0.0004524541327785133, "loss": 2.9943, "theoretical_loss": 4.160231576523763, "tokens_seen": 291635200 }, { "epoch": 0.11, "learning_rate": 0.00045186306033667483, "loss": 3.002, "theoretical_loss": 4.1547610407784346, "tokens_seen": 294912000 }, { "epoch": 0.11, "learning_rate": 0.0004512719878948364, "loss": 2.9809, "theoretical_loss": 4.1493677601432815, "tokens_seen": 298188800 }, { "epoch": 0.11, "learning_rate": 0.00045068091545299793, "loss": 3.0049, "theoretical_loss": 4.1440498124682446, "tokens_seen": 301465600 }, { "epoch": 0.11, "learning_rate": 0.00045008984301115945, "loss": 3.026, "theoretical_loss": 4.138805343660737, "tokens_seen": 304742400 }, { "epoch": 0.11, "learning_rate": 0.00044949877056932097, "loss": 3.0189, "theoretical_loss": 4.133632564574831, "tokens_seen": 308019200 }, { "epoch": 0.11, "learning_rate": 0.0004489076981274825, "loss": 2.9707, "theoretical_loss": 4.128529748073999, "tokens_seen": 311296000 }, { "epoch": 0.11, "learning_rate": 0.000448316625685644, "loss": 2.9489, "theoretical_loss": 4.123495226256027, "tokens_seen": 314572800 }, { "epoch": 0.11, "learning_rate": 0.0004477255532438056, "loss": 2.9678, "theoretical_loss": 4.118527387829552, "tokens_seen": 317849600 }, { "epoch": 0.11, "learning_rate": 0.0004471344808019671, "loss": 2.9473, "theoretical_loss": 4.11362467563246, "tokens_seen": 321126400 }, { "epoch": 0.12, "learning_rate": 0.00044654340836012863, "loss": 2.8922, "theoretical_loss": 4.108785584283144, "tokens_seen": 324403200 }, { "debugging/Self-BLEU-5": 0.6334409154007015, "debugging/distinct-1-grams": 0.8097649436454978, "debugging/distinct-2-grams": 0.9690801766993341, "debugging/entropy-1-grams": 6.418125228974367, "debugging/entropy-2-grams": 7.390714834687655, "debugging/length": 533.0, "debugging/num_segments": 25, "epoch": 0.12, "objective/train/docs_used": 191946, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 3.122324228286743, "objective/train/theoretical_loss": 4.104008657956216, "objective/train/tokens_used": 348140000, "theoretical_loss": 4.104008657956216, "tokens_seen": 327680000 }, { "epoch": 0.12, "learning_rate": 0.00044595233591829015, "loss": 2.9257, "theoretical_loss": 4.104008657956216, "tokens_seen": 327680000 }, { "epoch": 0.12, "learning_rate": 0.00044536126347645167, "loss": 2.9296, "theoretical_loss": 4.099292488274917, "tokens_seen": 330956800 }, { "epoch": 0.12, "learning_rate": 0.0004447701910346132, "loss": 2.9635, "theoretical_loss": 4.094635712313026, "tokens_seen": 334233600 }, { "epoch": 0.12, "learning_rate": 0.00044417911859277476, "loss": 2.9167, "theoretical_loss": 4.090037010699552, "tokens_seen": 337510400 }, { "epoch": 0.12, "learning_rate": 0.0004435880461509363, "loss": 2.9703, "theoretical_loss": 4.085495105819987, "tokens_seen": 340787200 }, { "epoch": 0.12, "learning_rate": 0.0004429969737090978, "loss": 2.9051, "theoretical_loss": 4.081008760108329, "tokens_seen": 344064000 }, { "epoch": 0.12, "learning_rate": 0.0004424059012672593, "loss": 2.9054, "theoretical_loss": 4.076576774424465, "tokens_seen": 347340800 }, { "epoch": 0.13, "learning_rate": 0.00044181482882542085, "loss": 2.9431, "theoretical_loss": 4.072197986511911, "tokens_seen": 350617600 }, { "epoch": 0.13, "learning_rate": 0.00044122375638358237, "loss": 2.8965, "theoretical_loss": 4.067871269531193, "tokens_seen": 353894400 }, { "epoch": 0.13, "learning_rate": 0.0004406326839417439, "loss": 2.8885, "theoretical_loss": 4.063595530664515, "tokens_seen": 357171200 }, { "epoch": 0.13, "learning_rate": 0.00044004161149990546, "loss": 2.9468, "theoretical_loss": 4.059369709787625, "tokens_seen": 360448000 }, { "epoch": 0.13, "learning_rate": 0.000439450539058067, "loss": 2.9502, "theoretical_loss": 4.055192778205064, "tokens_seen": 363724800 }, { "epoch": 0.13, "learning_rate": 0.0004388594666162285, "loss": 2.9585, "theoretical_loss": 4.051063737445231, "tokens_seen": 367001600 }, { "epoch": 0.13, "learning_rate": 0.00043826839417439, "loss": 2.8968, "theoretical_loss": 4.046981618111936, "tokens_seen": 370278400 }, { "epoch": 0.13, "learning_rate": 0.00043767732173255155, "loss": 2.9395, "theoretical_loss": 4.042945478789308, "tokens_seen": 373555200 }, { "epoch": 0.13, "learning_rate": 0.00043708624929071307, "loss": 2.9354, "theoretical_loss": 4.038954404997148, "tokens_seen": 376832000 }, { "epoch": 0.14, "learning_rate": 0.00043649517684887464, "loss": 2.9023, "theoretical_loss": 4.035007508193978, "tokens_seen": 380108800 }, { "epoch": 0.14, "learning_rate": 0.00043590410440703616, "loss": 2.9225, "theoretical_loss": 4.031103924825214, "tokens_seen": 383385600 }, { "epoch": 0.14, "learning_rate": 0.0004353130319651977, "loss": 2.8637, "theoretical_loss": 4.027242815414074, "tokens_seen": 386662400 }, { "epoch": 0.14, "learning_rate": 0.0004347219595233592, "loss": 2.8579, "theoretical_loss": 4.023423363692939, "tokens_seen": 389939200 }, { "epoch": 0.14, "learning_rate": 0.0004341308870815207, "loss": 2.9181, "theoretical_loss": 4.019644775773043, "tokens_seen": 393216000 }, { "epoch": 0.14, "learning_rate": 0.00043353981463968225, "loss": 2.9315, "theoretical_loss": 4.015906279350517, "tokens_seen": 396492800 }, { "epoch": 0.14, "learning_rate": 0.0004329487421978438, "loss": 2.8929, "theoretical_loss": 4.01220712294689, "tokens_seen": 399769600 }, { "epoch": 0.14, "learning_rate": 0.00043235766975600534, "loss": 2.9047, "theoretical_loss": 4.008546575182286, "tokens_seen": 403046400 }, { "epoch": 0.15, "learning_rate": 0.00043176659731416686, "loss": 2.9024, "theoretical_loss": 4.0049239240796695, "tokens_seen": 406323200 }, { "epoch": 0.15, "learning_rate": 0.0004311755248723284, "loss": 2.8999, "theoretical_loss": 4.001338476398553, "tokens_seen": 409600000 }, { "epoch": 0.15, "learning_rate": 0.0004305844524304899, "loss": 2.8975, "theoretical_loss": 3.9977895569967217, "tokens_seen": 412876800 }, { "epoch": 0.15, "learning_rate": 0.0004299933799886514, "loss": 2.9089, "theoretical_loss": 3.99427650821855, "tokens_seen": 416153600 }, { "epoch": 0.15, "learning_rate": 0.00042940230754681295, "loss": 2.9121, "theoretical_loss": 3.990798689308642, "tokens_seen": 419430400 }, { "epoch": 0.15, "learning_rate": 0.0004288112351049745, "loss": 2.9365, "theoretical_loss": 3.987355475849527, "tokens_seen": 422707200 }, { "epoch": 0.15, "learning_rate": 0.000428220162663136, "loss": 2.9327, "theoretical_loss": 3.98394625922226, "tokens_seen": 425984000 }, { "epoch": 0.15, "learning_rate": 0.0004276290902212975, "loss": 2.9232, "theoretical_loss": 3.9805704460888256, "tokens_seen": 429260800 }, { "epoch": 0.15, "learning_rate": 0.00042703801777945903, "loss": 2.947, "theoretical_loss": 3.9772274578953013, "tokens_seen": 432537600 }, { "epoch": 0.16, "learning_rate": 0.00042644694533762055, "loss": 2.9084, "theoretical_loss": 3.973916730394796, "tokens_seen": 435814400 }, { "epoch": 0.16, "learning_rate": 0.00042585587289578207, "loss": 2.9175, "theoretical_loss": 3.970637713189244, "tokens_seen": 439091200 }, { "epoch": 0.16, "learning_rate": 0.00042526480045394365, "loss": 2.9324, "theoretical_loss": 3.967389869289161, "tokens_seen": 442368000 }, { "epoch": 0.16, "learning_rate": 0.00042467372801210517, "loss": 2.9195, "theoretical_loss": 3.964172674690542, "tokens_seen": 445644800 }, { "epoch": 0.16, "learning_rate": 0.0004240826555702667, "loss": 2.9135, "theoretical_loss": 3.9609856179681078, "tokens_seen": 448921600 }, { "epoch": 0.16, "learning_rate": 0.0004234915831284282, "loss": 2.8931, "theoretical_loss": 3.957828199884155, "tokens_seen": 452198400 }, { "epoch": 0.16, "learning_rate": 0.00042290051068658973, "loss": 2.8594, "theoretical_loss": 3.9546999330123036, "tokens_seen": 455475200 }, { "epoch": 0.16, "learning_rate": 0.00042230943824475125, "loss": 2.8718, "theoretical_loss": 3.951600341375469, "tokens_seen": 458752000 }, { "epoch": 0.17, "learning_rate": 0.0004217183658029128, "loss": 2.8633, "theoretical_loss": 3.9485289600974305, "tokens_seen": 462028800 }, { "epoch": 0.17, "learning_rate": 0.00042112729336107435, "loss": 2.8178, "theoretical_loss": 3.945485335067386, "tokens_seen": 465305600 }, { "epoch": 0.17, "learning_rate": 0.00042053622091923587, "loss": 2.8564, "theoretical_loss": 3.9424690226169212, "tokens_seen": 468582400 }, { "epoch": 0.17, "learning_rate": 0.0004199451484773974, "loss": 2.879, "theoretical_loss": 3.9394795892088585, "tokens_seen": 471859200 }, { "epoch": 0.17, "learning_rate": 0.0004193540760355589, "loss": 2.83, "theoretical_loss": 3.9365166111374608, "tokens_seen": 475136000 }, { "epoch": 0.17, "learning_rate": 0.00041876300359372043, "loss": 2.8027, "theoretical_loss": 3.933579674239507, "tokens_seen": 478412800 }, { "epoch": 0.17, "learning_rate": 0.00041817193115188195, "loss": 2.8484, "theoretical_loss": 3.930668373615765, "tokens_seen": 481689600 }, { "epoch": 0.17, "learning_rate": 0.0004175808587100435, "loss": 2.7948, "theoretical_loss": 3.9277823133624366, "tokens_seen": 484966400 }, { "epoch": 0.17, "learning_rate": 0.00041698978626820505, "loss": 2.8427, "theoretical_loss": 3.9249211063121283, "tokens_seen": 488243200 }, { "epoch": 0.18, "objective/train/docs_used": 280313, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.81419038772583, "objective/train/theoretical_loss": 3.9220843737839752, "objective/train/tokens_used": 511980000, "theoretical_loss": 3.9220843737839752, "tokens_seen": 491520000 }, { "epoch": 0.18, "learning_rate": 0.00041639871382636657, "loss": 2.8683, "theoretical_loss": 3.9220843737839752, "tokens_seen": 491520000 }, { "epoch": 0.18, "learning_rate": 0.0004158076413845281, "loss": 2.904, "theoretical_loss": 3.919271745342514, "tokens_seen": 494796800 }, { "epoch": 0.18, "learning_rate": 0.0004152165689426896, "loss": 2.8397, "theoretical_loss": 3.916482858564957, "tokens_seen": 498073600 }, { "epoch": 0.18, "learning_rate": 0.00041462549650085113, "loss": 2.8119, "theoretical_loss": 3.9137173588165135, "tokens_seen": 501350400 }, { "epoch": 0.18, "learning_rate": 0.0004140344240590127, "loss": 2.8189, "theoretical_loss": 3.9109748990334348, "tokens_seen": 504627200 }, { "epoch": 0.18, "learning_rate": 0.0004134433516171742, "loss": 2.8256, "theoretical_loss": 3.908255139513467, "tokens_seen": 507904000 }, { "epoch": 0.18, "learning_rate": 0.00041285227917533575, "loss": 2.8399, "theoretical_loss": 3.905557747713412, "tokens_seen": 511180800 }, { "epoch": 0.18, "learning_rate": 0.00041226120673349727, "loss": 2.8163, "theoretical_loss": 3.90288239805351, "tokens_seen": 514457600 }, { "epoch": 0.18, "learning_rate": 0.0004116701342916588, "loss": 2.8028, "theoretical_loss": 3.9002287717283783, "tokens_seen": 517734400 }, { "epoch": 0.19, "learning_rate": 0.0004110790618498203, "loss": 2.7863, "theoretical_loss": 3.8975965565242423, "tokens_seen": 521011200 }, { "epoch": 0.19, "learning_rate": 0.0004104879894079819, "loss": 2.7798, "theoretical_loss": 3.894985446642206, "tokens_seen": 524288000 }, { "epoch": 0.19, "learning_rate": 0.0004098969169661434, "loss": 2.8037, "theoretical_loss": 3.8923951425273398, "tokens_seen": 527564800 }, { "epoch": 0.19, "learning_rate": 0.0004093058445243049, "loss": 2.7944, "theoretical_loss": 3.889825350703344, "tokens_seen": 530841600 }, { "epoch": 0.19, "learning_rate": 0.00040871477208246645, "loss": 2.8126, "theoretical_loss": 3.8872757836125844, "tokens_seen": 534118400 }, { "epoch": 0.19, "learning_rate": 0.00040812369964062797, "loss": 2.8309, "theoretical_loss": 3.8847461594612884, "tokens_seen": 537395200 }, { "epoch": 0.19, "learning_rate": 0.0004075326271987895, "loss": 2.8337, "theoretical_loss": 3.882236202069703, "tokens_seen": 540672000 }, { "epoch": 0.19, "learning_rate": 0.000406941554756951, "loss": 2.8376, "theoretical_loss": 3.8797456407270343, "tokens_seen": 543948800 }, { "epoch": 0.2, "learning_rate": 0.0004063504823151126, "loss": 2.7992, "theoretical_loss": 3.8772742100509774, "tokens_seen": 547225600 }, { "epoch": 0.2, "learning_rate": 0.0004057594098732741, "loss": 2.8098, "theoretical_loss": 3.874821649851678, "tokens_seen": 550502400 }, { "epoch": 0.2, "learning_rate": 0.0004051683374314356, "loss": 2.8817, "theoretical_loss": 3.8723877049999444, "tokens_seen": 553779200 }, { "epoch": 0.2, "learning_rate": 0.00040457726498959715, "loss": 2.8579, "theoretical_loss": 3.869972125299568, "tokens_seen": 557056000 }, { "epoch": 0.2, "learning_rate": 0.00040398619254775867, "loss": 2.8204, "theoretical_loss": 3.867574665363595, "tokens_seen": 560332800 }, { "epoch": 0.2, "learning_rate": 0.0004033951201059202, "loss": 2.8428, "theoretical_loss": 3.865195084494398, "tokens_seen": 563609600 }, { "epoch": 0.2, "learning_rate": 0.00040280404766408176, "loss": 2.8384, "theoretical_loss": 3.8628331465674224, "tokens_seen": 566886400 }, { "epoch": 0.2, "learning_rate": 0.0004022129752222433, "loss": 2.8934, "theoretical_loss": 3.860488619918462, "tokens_seen": 570163200 }, { "epoch": 0.2, "learning_rate": 0.0004016219027804048, "loss": 2.8648, "theoretical_loss": 3.858161277234349, "tokens_seen": 573440000 }, { "epoch": 0.21, "learning_rate": 0.0004010308303385663, "loss": 2.8661, "theoretical_loss": 3.855850895446925, "tokens_seen": 576716800 }, { "epoch": 0.21, "learning_rate": 0.00040043975789672785, "loss": 2.8561, "theoretical_loss": 3.8535572556301823, "tokens_seen": 579993600 }, { "epoch": 0.21, "learning_rate": 0.0003998486854548893, "loss": 2.8319, "theoretical_loss": 3.851280142900463, "tokens_seen": 583270400 }, { "epoch": 0.21, "learning_rate": 0.0003992576130130509, "loss": 2.8733, "theoretical_loss": 3.8490193463196127, "tokens_seen": 586547200 }, { "epoch": 0.21, "learning_rate": 0.0003986665405712124, "loss": 2.8419, "theoretical_loss": 3.8467746588009692, "tokens_seen": 589824000 }, { "epoch": 0.21, "learning_rate": 0.00039807546812937393, "loss": 2.8261, "theoretical_loss": 3.8445458770181116, "tokens_seen": 593100800 }, { "epoch": 0.21, "learning_rate": 0.00039748439568753545, "loss": 2.809, "theoretical_loss": 3.842332801316254, "tokens_seen": 596377600 }, { "epoch": 0.21, "learning_rate": 0.00039689332324569697, "loss": 2.7745, "theoretical_loss": 3.840135235626204, "tokens_seen": 599654400 }, { "epoch": 0.22, "learning_rate": 0.0003963022508038585, "loss": 2.7996, "theoretical_loss": 3.8379529873807945, "tokens_seen": 602931200 }, { "epoch": 0.22, "learning_rate": 0.00039571117836202, "loss": 2.7862, "theoretical_loss": 3.835785867433705, "tokens_seen": 606208000 }, { "epoch": 0.22, "learning_rate": 0.0003951201059201816, "loss": 2.7724, "theoretical_loss": 3.8336336899805916, "tokens_seen": 609484800 }, { "epoch": 0.22, "learning_rate": 0.0003945290334783431, "loss": 2.8298, "theoretical_loss": 3.8314962724824495, "tokens_seen": 612761600 }, { "epoch": 0.22, "learning_rate": 0.00039393796103650463, "loss": 2.8027, "theoretical_loss": 3.8293734355911297, "tokens_seen": 616038400 }, { "epoch": 0.22, "learning_rate": 0.00039334688859466615, "loss": 2.7742, "theoretical_loss": 3.8272650030769433, "tokens_seen": 619315200 }, { "epoch": 0.22, "learning_rate": 0.00039275581615282767, "loss": 2.8195, "theoretical_loss": 3.8251708017582793, "tokens_seen": 622592000 }, { "epoch": 0.22, "learning_rate": 0.0003921647437109892, "loss": 2.7575, "theoretical_loss": 3.8230906614331737, "tokens_seen": 625868800 }, { "epoch": 0.22, "learning_rate": 0.00039157367126915077, "loss": 2.777, "theoretical_loss": 3.821024414812761, "tokens_seen": 629145600 }, { "epoch": 0.23, "learning_rate": 0.0003909825988273123, "loss": 2.7716, "theoretical_loss": 3.818971897456552, "tokens_seen": 632422400 }, { "epoch": 0.23, "learning_rate": 0.0003903915263854738, "loss": 2.8385, "theoretical_loss": 3.8169329477094784, "tokens_seen": 635699200 }, { "epoch": 0.23, "learning_rate": 0.00038980045394363533, "loss": 2.8269, "theoretical_loss": 3.814907406640639, "tokens_seen": 638976000 }, { "epoch": 0.23, "learning_rate": 0.00038920938150179685, "loss": 2.8603, "theoretical_loss": 3.8128951179837056, "tokens_seen": 642252800 }, { "epoch": 0.23, "learning_rate": 0.00038861830905995837, "loss": 2.8311, "theoretical_loss": 3.8108959280789243, "tokens_seen": 645529600 }, { "epoch": 0.23, "learning_rate": 0.00038802723661811994, "loss": 2.8352, "theoretical_loss": 3.8089096858166718, "tokens_seen": 648806400 }, { "epoch": 0.23, "learning_rate": 0.00038743616417628147, "loss": 2.8036, "theoretical_loss": 3.8069362425825037, "tokens_seen": 652083200 }, { "debugging/Self-BLEU-5": 0.5268657803535504, "debugging/distinct-1-grams": 0.7733134705474689, "debugging/distinct-2-grams": 0.9620239068787645, "debugging/entropy-1-grams": 5.925348960854147, "debugging/entropy-2-grams": 6.698235169198012, "debugging/length": 567.4545454545455, "debugging/num_segments": 11, "epoch": 0.23, "objective/train/docs_used": 369218, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.6253697872161865, "objective/train/theoretical_loss": 3.8049754522036645, "objective/train/tokens_used": 675820000, "theoretical_loss": 3.8049754522036645, "tokens_seen": 655360000 }, { "epoch": 0.23, "learning_rate": 0.000386845091734443, "loss": 2.7868, "theoretical_loss": 3.8049754522036645, "tokens_seen": 655360000 }, { "epoch": 0.24, "learning_rate": 0.0003862540192926045, "loss": 2.7929, "theoretical_loss": 3.8030271708970003, "tokens_seen": 658636800 }, { "epoch": 0.24, "learning_rate": 0.00038566294685076603, "loss": 2.7686, "theoretical_loss": 3.801091257218237, "tokens_seen": 661913600 }, { "epoch": 0.24, "learning_rate": 0.00038507187440892755, "loss": 2.779, "theoretical_loss": 3.79916757201258, "tokens_seen": 665190400 }, { "epoch": 0.24, "learning_rate": 0.0003844808019670891, "loss": 2.788, "theoretical_loss": 3.7972559783665965, "tokens_seen": 668467200 }, { "epoch": 0.24, "learning_rate": 0.00038388972952525064, "loss": 2.7746, "theoretical_loss": 3.7953563415613325, "tokens_seen": 671744000 }, { "epoch": 0.24, "learning_rate": 0.00038329865708341216, "loss": 2.8202, "theoretical_loss": 3.7934685290266454, "tokens_seen": 675020800 }, { "epoch": 0.24, "learning_rate": 0.00038271940609041044, "loss": 2.8374, "theoretical_loss": 3.7915924102966914, "tokens_seen": 678297600 }, { "epoch": 0.24, "learning_rate": 0.00038212833364857196, "loss": 2.8547, "theoretical_loss": 3.789727856966552, "tokens_seen": 681574400 }, { "epoch": 0.24, "learning_rate": 0.0003815372612067335, "loss": 2.7956, "theoretical_loss": 3.787874742649958, "tokens_seen": 684851200 }, { "epoch": 0.25, "learning_rate": 0.000380946188764895, "loss": 2.8261, "theoretical_loss": 3.786032942938073, "tokens_seen": 688128000 }, { "epoch": 0.25, "learning_rate": 0.0003803551163230566, "loss": 2.8168, "theoretical_loss": 3.784202335359316, "tokens_seen": 691404800 }, { "epoch": 0.25, "learning_rate": 0.0003797640438812181, "loss": 2.8115, "theoretical_loss": 3.7823827993401844, "tokens_seen": 694681600 }, { "epoch": 0.25, "learning_rate": 0.0003791729714393796, "loss": 2.7943, "theoretical_loss": 3.7805742161670466, "tokens_seen": 697958400 }, { "epoch": 0.25, "learning_rate": 0.00037858189899754114, "loss": 2.7825, "theoretical_loss": 3.7787764689488847, "tokens_seen": 701235200 }, { "epoch": 0.25, "learning_rate": 0.00037799082655570266, "loss": 2.7542, "theoretical_loss": 3.77698944258095, "tokens_seen": 704512000 }, { "epoch": 0.25, "learning_rate": 0.0003773997541138642, "loss": 2.7907, "theoretical_loss": 3.7752130237093064, "tokens_seen": 707788800 }, { "epoch": 0.25, "learning_rate": 0.00037680868167202575, "loss": 2.791, "theoretical_loss": 3.773447100696245, "tokens_seen": 711065600 }, { "epoch": 0.26, "learning_rate": 0.0003762176092301873, "loss": 2.8071, "theoretical_loss": 3.771691563586529, "tokens_seen": 714342400 }, { "epoch": 0.26, "learning_rate": 0.0003756265367883488, "loss": 2.7722, "theoretical_loss": 3.7699463040744616, "tokens_seen": 717619200 }, { "epoch": 0.26, "learning_rate": 0.0003750354643465103, "loss": 2.7415, "theoretical_loss": 3.768211215471741, "tokens_seen": 720896000 }, { "epoch": 0.26, "learning_rate": 0.00037444439190467184, "loss": 2.7554, "theoretical_loss": 3.766486192676084, "tokens_seen": 724172800 }, { "epoch": 0.26, "learning_rate": 0.00037385331946283336, "loss": 2.704, "theoretical_loss": 3.764771132140602, "tokens_seen": 727449600 }, { "epoch": 0.26, "learning_rate": 0.00037326224702099493, "loss": 2.7486, "theoretical_loss": 3.763065931843898, "tokens_seen": 730726400 }, { "epoch": 0.26, "learning_rate": 0.00037267117457915645, "loss": 2.7402, "theoretical_loss": 3.7613704912608723, "tokens_seen": 734003200 }, { "epoch": 0.26, "learning_rate": 0.0003720919235861547, "loss": 2.7675, "theoretical_loss": 3.759684711334213, "tokens_seen": 737280000 }, { "epoch": 0.26, "learning_rate": 0.00037150085114431625, "loss": 2.7613, "theoretical_loss": 3.7580084944465555, "tokens_seen": 740556800 }, { "epoch": 0.27, "learning_rate": 0.00037090977870247777, "loss": 2.7919, "theoretical_loss": 3.7563417443932905, "tokens_seen": 743833600 }, { "epoch": 0.27, "learning_rate": 0.0003703187062606393, "loss": 2.7827, "theoretical_loss": 3.754684366355999, "tokens_seen": 747110400 }, { "epoch": 0.27, "learning_rate": 0.0003697276338188008, "loss": 2.7466, "theoretical_loss": 3.753036266876505, "tokens_seen": 750387200 }, { "epoch": 0.27, "learning_rate": 0.0003691365613769624, "loss": 2.7505, "theoretical_loss": 3.751397353831524, "tokens_seen": 753664000 }, { "epoch": 0.27, "learning_rate": 0.0003685454889351239, "loss": 2.7087, "theoretical_loss": 3.749767536407891, "tokens_seen": 756940800 }, { "epoch": 0.27, "learning_rate": 0.0003679544164932854, "loss": 2.756, "theoretical_loss": 3.7481467250783504, "tokens_seen": 760217600 }, { "epoch": 0.27, "learning_rate": 0.00036736334405144695, "loss": 2.7494, "theoretical_loss": 3.746534831577904, "tokens_seen": 763494400 }, { "epoch": 0.27, "learning_rate": 0.00036677227160960847, "loss": 2.6995, "theoretical_loss": 3.744931768880681, "tokens_seen": 766771200 }, { "epoch": 0.28, "learning_rate": 0.00036618119916777, "loss": 2.7499, "theoretical_loss": 3.743337451177343, "tokens_seen": 770048000 }, { "epoch": 0.28, "learning_rate": 0.00036559012672593156, "loss": 2.7127, "theoretical_loss": 3.74175179385298, "tokens_seen": 773324800 }, { "epoch": 0.28, "learning_rate": 0.0003649990542840931, "loss": 2.7784, "theoretical_loss": 3.740174713465512, "tokens_seen": 776601600 }, { "epoch": 0.28, "learning_rate": 0.0003644079818422546, "loss": 2.7351, "theoretical_loss": 3.7386061277245655, "tokens_seen": 779878400 }, { "epoch": 0.28, "learning_rate": 0.0003638169094004161, "loss": 2.7641, "theoretical_loss": 3.7370459554708146, "tokens_seen": 783155200 }, { "epoch": 0.28, "learning_rate": 0.00036322583695857765, "loss": 2.7932, "theoretical_loss": 3.735494116655784, "tokens_seen": 786432000 }, { "epoch": 0.28, "learning_rate": 0.00036263476451673917, "loss": 2.77, "theoretical_loss": 3.733950532322087, "tokens_seen": 789708800 }, { "epoch": 0.28, "learning_rate": 0.00036204369207490074, "loss": 2.8059, "theoretical_loss": 3.7324151245841044, "tokens_seen": 792985600 }, { "epoch": 0.28, "learning_rate": 0.00036145261963306226, "loss": 2.7821, "theoretical_loss": 3.730887816609077, "tokens_seen": 796262400 }, { "epoch": 0.29, "learning_rate": 0.0003608615471912238, "loss": 2.7676, "theoretical_loss": 3.729368532598609, "tokens_seen": 799539200 }, { "epoch": 0.29, "learning_rate": 0.0003602704747493853, "loss": 2.7677, "theoretical_loss": 3.7278571977705734, "tokens_seen": 802816000 }, { "epoch": 0.29, "learning_rate": 0.0003596794023075468, "loss": 2.8028, "theoretical_loss": 3.7263537383414023, "tokens_seen": 806092800 }, { "epoch": 0.29, "learning_rate": 0.00035908832986570834, "loss": 2.7817, "theoretical_loss": 3.7248580815087626, "tokens_seen": 809369600 }, { "epoch": 0.29, "learning_rate": 0.0003584972574238699, "loss": 2.8043, "theoretical_loss": 3.7233701554345924, "tokens_seen": 812646400 }, { "epoch": 0.29, "learning_rate": 0.00035790618498203144, "loss": 2.7556, "theoretical_loss": 3.721889889228506, "tokens_seen": 815923200 }, { "epoch": 0.29, "objective/train/docs_used": 458204, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 3.028093099594116, "objective/train/theoretical_loss": 3.720417212931543, "objective/train/tokens_used": 839660000, "theoretical_loss": 3.720417212931543, "tokens_seen": 819200000 }, { "epoch": 0.29, "learning_rate": 0.00035731511254019296, "loss": 2.7947, "theoretical_loss": 3.720417212931543, "tokens_seen": 819200000 }, { "epoch": 0.29, "learning_rate": 0.0003567240400983545, "loss": 2.8117, "theoretical_loss": 3.7189520575002666, "tokens_seen": 822476800 }, { "epoch": 0.29, "learning_rate": 0.000356132967656516, "loss": 2.757, "theoretical_loss": 3.717494354791188, "tokens_seen": 825753600 }, { "epoch": 0.3, "learning_rate": 0.0003555418952146775, "loss": 2.7848, "theoretical_loss": 3.716044037545523, "tokens_seen": 829030400 }, { "epoch": 0.3, "learning_rate": 0.00035495082277283904, "loss": 2.7501, "theoretical_loss": 3.714601039374263, "tokens_seen": 832307200 }, { "epoch": 0.3, "learning_rate": 0.0003543597503310006, "loss": 2.7341, "theoretical_loss": 3.7131652947435536, "tokens_seen": 835584000 }, { "epoch": 0.3, "learning_rate": 0.00035376867788916214, "loss": 2.7225, "theoretical_loss": 3.7117367389603793, "tokens_seen": 838860800 }, { "epoch": 0.3, "learning_rate": 0.00035317760544732366, "loss": 2.691, "theoretical_loss": 3.710315308158541, "tokens_seen": 842137600 }, { "epoch": 0.3, "learning_rate": 0.0003525865330054852, "loss": 2.7351, "theoretical_loss": 3.7089009392849173, "tokens_seen": 845414400 }, { "epoch": 0.3, "learning_rate": 0.00035199546056364665, "loss": 2.6898, "theoretical_loss": 3.7074935700860143, "tokens_seen": 848691200 }, { "epoch": 0.3, "learning_rate": 0.00035140438812180817, "loss": 2.7464, "theoretical_loss": 3.706093139094781, "tokens_seen": 851968000 }, { "epoch": 0.31, "learning_rate": 0.00035081331567996974, "loss": 2.7205, "theoretical_loss": 3.7046995856176954, "tokens_seen": 855244800 }, { "epoch": 0.31, "learning_rate": 0.00035022224323813127, "loss": 2.7251, "theoretical_loss": 3.703312849722111, "tokens_seen": 858521600 }, { "epoch": 0.31, "learning_rate": 0.0003496311707962928, "loss": 2.7297, "theoretical_loss": 3.701932872223858, "tokens_seen": 861798400 }, { "epoch": 0.31, "learning_rate": 0.0003490400983544543, "loss": 2.6675, "theoretical_loss": 3.7005595946750924, "tokens_seen": 865075200 }, { "epoch": 0.31, "learning_rate": 0.00034844902591261583, "loss": 2.6965, "theoretical_loss": 3.699192959352386, "tokens_seen": 868352000 }, { "epoch": 0.31, "learning_rate": 0.00034785795347077735, "loss": 2.7056, "theoretical_loss": 3.6978329092450557, "tokens_seen": 871628800 }, { "epoch": 0.31, "learning_rate": 0.0003472668810289389, "loss": 2.7372, "theoretical_loss": 3.6964793880437226, "tokens_seen": 874905600 }, { "epoch": 0.31, "learning_rate": 0.00034667580858710044, "loss": 2.7373, "theoretical_loss": 3.6951323401290974, "tokens_seen": 878182400 }, { "epoch": 0.31, "learning_rate": 0.00034608473614526196, "loss": 2.7016, "theoretical_loss": 3.6937917105609834, "tokens_seen": 881459200 }, { "epoch": 0.32, "learning_rate": 0.0003454936637034235, "loss": 2.7444, "theoretical_loss": 3.692457445067501, "tokens_seen": 884736000 }, { "epoch": 0.32, "learning_rate": 0.000344902591261585, "loss": 2.7565, "theoretical_loss": 3.6911294900345166, "tokens_seen": 888012800 }, { "epoch": 0.32, "learning_rate": 0.00034431151881974653, "loss": 2.6976, "theoretical_loss": 3.6898077924952775, "tokens_seen": 891289600 }, { "epoch": 0.32, "learning_rate": 0.00034372044637790805, "loss": 2.6916, "theoretical_loss": 3.6884923001202505, "tokens_seen": 894566400 }, { "epoch": 0.32, "learning_rate": 0.0003431293739360696, "loss": 2.7103, "theoretical_loss": 3.6871829612071583, "tokens_seen": 897843200 }, { "epoch": 0.32, "learning_rate": 0.00034253830149423114, "loss": 2.7112, "theoretical_loss": 3.6858797246711976, "tokens_seen": 901120000 }, { "epoch": 0.32, "learning_rate": 0.00034194722905239266, "loss": 2.6877, "theoretical_loss": 3.684582540035456, "tokens_seen": 904396800 }, { "epoch": 0.32, "learning_rate": 0.0003413561566105542, "loss": 2.6852, "theoretical_loss": 3.683291357421508, "tokens_seen": 907673600 }, { "epoch": 0.33, "learning_rate": 0.0003407650841687157, "loss": 2.7345, "theoretical_loss": 3.682006127540184, "tokens_seen": 910950400 }, { "epoch": 0.33, "learning_rate": 0.0003401740117268772, "loss": 2.7163, "theoretical_loss": 3.680726801682522, "tokens_seen": 914227200 }, { "epoch": 0.33, "learning_rate": 0.0003395829392850388, "loss": 2.7208, "theoretical_loss": 3.679453331710889, "tokens_seen": 917504000 }, { "epoch": 0.33, "learning_rate": 0.0003389918668432003, "loss": 2.7313, "theoretical_loss": 3.6781856700502646, "tokens_seen": 920780800 }, { "epoch": 0.33, "learning_rate": 0.00033840079440136184, "loss": 2.722, "theoretical_loss": 3.6769237696796933, "tokens_seen": 924057600 }, { "epoch": 0.33, "learning_rate": 0.00033780972195952336, "loss": 2.7169, "theoretical_loss": 3.6756675841238913, "tokens_seen": 927334400 }, { "epoch": 0.33, "learning_rate": 0.0003372186495176849, "loss": 2.7377, "theoretical_loss": 3.6744170674450176, "tokens_seen": 930611200 }, { "epoch": 0.33, "learning_rate": 0.0003366275770758464, "loss": 2.7284, "theoretical_loss": 3.673172174234587, "tokens_seen": 933888000 }, { "epoch": 0.33, "learning_rate": 0.000336036504634008, "loss": 2.7507, "theoretical_loss": 3.6719328596055423, "tokens_seen": 937164800 }, { "epoch": 0.34, "learning_rate": 0.0003354454321921695, "loss": 2.6989, "theoretical_loss": 3.670699079184467, "tokens_seen": 940441600 }, { "epoch": 0.34, "learning_rate": 0.000334854359750331, "loss": 2.7391, "theoretical_loss": 3.669470789103942, "tokens_seen": 943718400 }, { "epoch": 0.34, "learning_rate": 0.00033426328730849254, "loss": 2.7049, "theoretical_loss": 3.6682479459950446, "tokens_seen": 946995200 }, { "epoch": 0.34, "learning_rate": 0.00033367221486665406, "loss": 2.6821, "theoretical_loss": 3.6670305069799785, "tokens_seen": 950272000 }, { "epoch": 0.34, "learning_rate": 0.0003330811424248156, "loss": 2.6779, "theoretical_loss": 3.6658184296648457, "tokens_seen": 953548800 }, { "epoch": 0.34, "learning_rate": 0.0003324900699829771, "loss": 2.6528, "theoretical_loss": 3.6646116721325415, "tokens_seen": 956825600 }, { "epoch": 0.34, "learning_rate": 0.0003318989975411387, "loss": 2.6351, "theoretical_loss": 3.6634101929357836, "tokens_seen": 960102400 }, { "epoch": 0.34, "learning_rate": 0.0003313079250993002, "loss": 2.618, "theoretical_loss": 3.6622139510902625, "tokens_seen": 963379200 }, { "epoch": 0.35, "learning_rate": 0.0003307168526574617, "loss": 2.6546, "theoretical_loss": 3.6610229060679167, "tokens_seen": 966656000 }, { "epoch": 0.35, "learning_rate": 0.00033012578021562324, "loss": 2.6745, "theoretical_loss": 3.659837017790328, "tokens_seen": 969932800 }, { "epoch": 0.35, "learning_rate": 0.00032953470777378476, "loss": 2.7084, "theoretical_loss": 3.658656246622233, "tokens_seen": 973209600 }, { "epoch": 0.35, "learning_rate": 0.0003289436353319463, "loss": 2.7065, "theoretical_loss": 3.6574805533651515, "tokens_seen": 976486400 }, { "epoch": 0.35, "learning_rate": 0.00032835256289010786, "loss": 2.6295, "theoretical_loss": 3.6563098992511267, "tokens_seen": 979763200 }, { "debugging/Self-BLEU-5": 0.36988534170376464, "debugging/distinct-1-grams": 0.7978170447064457, "debugging/distinct-2-grams": 0.9699762510402439, "debugging/entropy-1-grams": 5.166066569251399, "debugging/entropy-2-grams": 5.640626124943832, "debugging/length": 444.0, "debugging/num_segments": 5, "epoch": 0.35, "objective/train/docs_used": 548757, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.5549697875976562, "objective/train/theoretical_loss": 3.655144245936574, "objective/train/tokens_used": 1003500000, "theoretical_loss": 3.655144245936574, "tokens_seen": 983040000 }, { "epoch": 0.35, "learning_rate": 0.0003277614904482694, "loss": 2.6943, "theoretical_loss": 3.655144245936574, "tokens_seen": 983040000 }, { "epoch": 0.35, "learning_rate": 0.0003271704180064309, "loss": 2.6566, "theoretical_loss": 3.653983555496242, "tokens_seen": 986316800 }, { "epoch": 0.35, "learning_rate": 0.0003265793455645924, "loss": 2.6849, "theoretical_loss": 3.6528277904172755, "tokens_seen": 989593600 }, { "epoch": 0.35, "learning_rate": 0.00032598827312275394, "loss": 2.7013, "theoretical_loss": 3.6516769135933815, "tokens_seen": 992870400 }, { "epoch": 0.36, "learning_rate": 0.00032539720068091546, "loss": 2.7911, "theoretical_loss": 3.650530888319103, "tokens_seen": 996147200 }, { "epoch": 0.36, "learning_rate": 0.00032480612823907704, "loss": 2.7824, "theoretical_loss": 3.649389678284182, "tokens_seen": 999424000 }, { "epoch": 0.36, "learning_rate": 0.00032421505579723856, "loss": 2.8279, "theoretical_loss": 3.6482532475680287, "tokens_seen": 1002700800 }, { "epoch": 0.36, "learning_rate": 0.0003236239833554001, "loss": 2.7843, "theoretical_loss": 3.6471215606342833, "tokens_seen": 1005977600 }, { "epoch": 0.36, "learning_rate": 0.00032303291091356155, "loss": 2.783, "theoretical_loss": 3.645994582325468, "tokens_seen": 1009254400 }, { "epoch": 0.36, "learning_rate": 0.0003224654813693966, "loss": 2.8, "theoretical_loss": 3.6448722778577327, "tokens_seen": 1012531200 }, { "epoch": 0.36, "learning_rate": 0.00032187440892755814, "loss": 2.8244, "theoretical_loss": 3.6437546128156946, "tokens_seen": 1015808000 }, { "epoch": 0.36, "learning_rate": 0.0003212833364857197, "loss": 2.7973, "theoretical_loss": 3.6426415531473566, "tokens_seen": 1019084800 }, { "epoch": 0.37, "learning_rate": 0.00032069226404388124, "loss": 2.7788, "theoretical_loss": 3.641533065159118, "tokens_seen": 1022361600 }, { "epoch": 0.37, "learning_rate": 0.00032010119160204276, "loss": 2.7468, "theoretical_loss": 3.6404291155108712, "tokens_seen": 1025638400 }, { "epoch": 0.37, "learning_rate": 0.0003195101191602043, "loss": 2.7502, "theoretical_loss": 3.639329671211173, "tokens_seen": 1028915200 }, { "epoch": 0.37, "learning_rate": 0.0003189190467183658, "loss": 2.7506, "theoretical_loss": 3.6382346996125055, "tokens_seen": 1032192000 }, { "epoch": 0.37, "learning_rate": 0.0003183279742765273, "loss": 2.7245, "theoretical_loss": 3.6371441684066097, "tokens_seen": 1035468800 }, { "epoch": 0.37, "learning_rate": 0.00031773690183468884, "loss": 2.7504, "theoretical_loss": 3.6360580456199036, "tokens_seen": 1038745600 }, { "epoch": 0.37, "learning_rate": 0.0003171458293928504, "loss": 2.7781, "theoretical_loss": 3.6349762996089683, "tokens_seen": 1042022400 }, { "epoch": 0.37, "learning_rate": 0.00031655475695101194, "loss": 2.7056, "theoretical_loss": 3.633898899056115, "tokens_seen": 1045299200 }, { "epoch": 0.37, "learning_rate": 0.00031596368450917346, "loss": 2.7879, "theoretical_loss": 3.6328258129650246, "tokens_seen": 1048576000 }, { "epoch": 0.38, "learning_rate": 0.000315372612067335, "loss": 2.7406, "theoretical_loss": 3.6317570106564565, "tokens_seen": 1051852800 }, { "epoch": 0.38, "learning_rate": 0.0003147815396254965, "loss": 2.7554, "theoretical_loss": 3.6306924617640295, "tokens_seen": 1055129600 }, { "epoch": 0.38, "learning_rate": 0.000314190467183658, "loss": 2.7376, "theoretical_loss": 3.6296321362300716, "tokens_seen": 1058406400 }, { "epoch": 0.38, "learning_rate": 0.0003135993947418196, "loss": 2.7554, "theoretical_loss": 3.6285760043015385, "tokens_seen": 1061683200 }, { "epoch": 0.38, "learning_rate": 0.0003130083222999811, "loss": 2.7547, "theoretical_loss": 3.6275240365259958, "tokens_seen": 1064960000 }, { "epoch": 0.38, "learning_rate": 0.00031241724985814264, "loss": 2.6945, "theoretical_loss": 3.6264762037476683, "tokens_seen": 1068236800 }, { "epoch": 0.38, "learning_rate": 0.00031182617741630416, "loss": 2.6957, "theoretical_loss": 3.625432477103554, "tokens_seen": 1071513600 }, { "epoch": 0.38, "learning_rate": 0.0003112351049744657, "loss": 2.7089, "theoretical_loss": 3.6243928280195976, "tokens_seen": 1074790400 }, { "epoch": 0.39, "learning_rate": 0.0003106440325326272, "loss": 2.6979, "theoretical_loss": 3.62335722820693, "tokens_seen": 1078067200 }, { "epoch": 0.39, "learning_rate": 0.0003100529600907888, "loss": 2.7171, "theoretical_loss": 3.6223256496581637, "tokens_seen": 1081344000 }, { "epoch": 0.39, "learning_rate": 0.0003094618876489503, "loss": 2.708, "theoretical_loss": 3.6212980646437485, "tokens_seen": 1084620800 }, { "epoch": 0.39, "learning_rate": 0.0003088708152071118, "loss": 2.6816, "theoretical_loss": 3.6202744457083877, "tokens_seen": 1087897600 }, { "epoch": 0.39, "learning_rate": 0.00030827974276527334, "loss": 2.7291, "theoretical_loss": 3.6192547656675083, "tokens_seen": 1091174400 }, { "epoch": 0.39, "learning_rate": 0.00030768867032343486, "loss": 2.7181, "theoretical_loss": 3.618238997603788, "tokens_seen": 1094451200 }, { "epoch": 0.39, "learning_rate": 0.0003070975978815964, "loss": 2.6929, "theoretical_loss": 3.617227114863738, "tokens_seen": 1097728000 }, { "epoch": 0.39, "learning_rate": 0.0003065065254397579, "loss": 2.6868, "theoretical_loss": 3.6162190910543366, "tokens_seen": 1101004800 }, { "epoch": 0.39, "learning_rate": 0.0003059154529979195, "loss": 2.6816, "theoretical_loss": 3.615214900039721, "tokens_seen": 1104281600 }, { "epoch": 0.4, "learning_rate": 0.000305324380556081, "loss": 2.6571, "theoretical_loss": 3.614214515937924, "tokens_seen": 1107558400 }, { "epoch": 0.4, "learning_rate": 0.00030473330811424246, "loss": 2.6745, "theoretical_loss": 3.613217913117667, "tokens_seen": 1110835200 }, { "epoch": 0.4, "learning_rate": 0.000304142235672404, "loss": 2.684, "theoretical_loss": 3.612225066195201, "tokens_seen": 1114112000 }, { "epoch": 0.4, "learning_rate": 0.0003035511632305655, "loss": 2.7163, "theoretical_loss": 3.611235950031194, "tokens_seen": 1117388800 }, { "epoch": 0.4, "learning_rate": 0.000302960090788727, "loss": 2.6896, "theoretical_loss": 3.6102505397276743, "tokens_seen": 1120665600 }, { "epoch": 0.4, "learning_rate": 0.0003023690183468886, "loss": 2.6928, "theoretical_loss": 3.60926881062501, "tokens_seen": 1123942400 }, { "epoch": 0.4, "learning_rate": 0.0003017779459050501, "loss": 2.6515, "theoretical_loss": 3.608290738298942, "tokens_seen": 1127219200 }, { "epoch": 0.4, "learning_rate": 0.00030118687346321164, "loss": 2.679, "theoretical_loss": 3.6073162985576643, "tokens_seen": 1130496000 }, { "epoch": 0.4, "learning_rate": 0.00030059580102137316, "loss": 2.6589, "theoretical_loss": 3.606345467438941, "tokens_seen": 1133772800 }, { "epoch": 0.41, "learning_rate": 0.0003000047285795347, "loss": 2.6888, "theoretical_loss": 3.6053782212072747, "tokens_seen": 1137049600 }, { "epoch": 0.41, "learning_rate": 0.0002994136561376962, "loss": 2.6886, "theoretical_loss": 3.604414536351113, "tokens_seen": 1140326400 }, { "epoch": 0.41, "learning_rate": 0.0002988225836958578, "loss": 2.667, "theoretical_loss": 3.6034543895801017, "tokens_seen": 1143603200 }, { "epoch": 0.41, "objective/train/docs_used": 634175, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.4722554683685303, "objective/train/theoretical_loss": 3.6024977578223742, "objective/train/tokens_used": 1167340000, "theoretical_loss": 3.6024977578223742, "tokens_seen": 1146880000 }, { "epoch": 0.41, "learning_rate": 0.0002982315112540193, "loss": 2.6443, "theoretical_loss": 3.6024977578223742, "tokens_seen": 1146880000 }, { "epoch": 0.41, "learning_rate": 0.0002976404388121808, "loss": 2.7336, "theoretical_loss": 3.6015446182218875, "tokens_seen": 1150156800 }, { "epoch": 0.41, "learning_rate": 0.00029704936637034234, "loss": 2.75, "theoretical_loss": 3.600594948135793, "tokens_seen": 1153433600 }, { "epoch": 0.41, "learning_rate": 0.00029645829392850386, "loss": 2.7006, "theoretical_loss": 3.59964872513185, "tokens_seen": 1156710400 }, { "epoch": 0.41, "learning_rate": 0.0002958672214866654, "loss": 2.7268, "theoretical_loss": 3.5987059269858763, "tokens_seen": 1159987200 }, { "epoch": 0.42, "learning_rate": 0.0002952761490448269, "loss": 2.7089, "theoretical_loss": 3.5977665316792375, "tokens_seen": 1163264000 }, { "epoch": 0.42, "learning_rate": 0.0002946850766029885, "loss": 2.7154, "theoretical_loss": 3.5968305173963744, "tokens_seen": 1166540800 }, { "epoch": 0.42, "learning_rate": 0.00029409400416115, "loss": 2.6744, "theoretical_loss": 3.5958978625223628, "tokens_seen": 1169817600 }, { "epoch": 0.42, "learning_rate": 0.0002935029317193115, "loss": 2.6651, "theoretical_loss": 3.5949685456405165, "tokens_seen": 1173094400 }, { "epoch": 0.42, "learning_rate": 0.00029291185927747304, "loss": 2.6933, "theoretical_loss": 3.5940425455300176, "tokens_seen": 1176371200 }, { "epoch": 0.42, "learning_rate": 0.00029232078683563456, "loss": 2.6929, "theoretical_loss": 3.593119841163589, "tokens_seen": 1179648000 }, { "epoch": 0.42, "learning_rate": 0.0002917297143937961, "loss": 2.6819, "theoretical_loss": 3.5922004117051944, "tokens_seen": 1182924800 }, { "epoch": 0.42, "learning_rate": 0.00029113864195195766, "loss": 2.6941, "theoretical_loss": 3.5912842365077777, "tokens_seen": 1186201600 }, { "epoch": 0.42, "learning_rate": 0.0002905475695101192, "loss": 2.7035, "theoretical_loss": 3.5903712951110305, "tokens_seen": 1189478400 }, { "epoch": 0.43, "learning_rate": 0.0002899564970682807, "loss": 2.6773, "theoretical_loss": 3.5894615672391947, "tokens_seen": 1192755200 }, { "epoch": 0.43, "learning_rate": 0.0002893654246264422, "loss": 2.7129, "theoretical_loss": 3.5885550327988973, "tokens_seen": 1196032000 }, { "epoch": 0.43, "learning_rate": 0.00028877435218460374, "loss": 2.6773, "theoretical_loss": 3.587651671877014, "tokens_seen": 1199308800 }, { "epoch": 0.43, "learning_rate": 0.00028818327974276526, "loss": 2.702, "theoretical_loss": 3.5867514647385663, "tokens_seen": 1202585600 }, { "epoch": 0.43, "learning_rate": 0.00028759220730092684, "loss": 2.7033, "theoretical_loss": 3.585854391824647, "tokens_seen": 1205862400 }, { "epoch": 0.43, "learning_rate": 0.00028700113485908836, "loss": 2.6571, "theoretical_loss": 3.584960433750375, "tokens_seen": 1209139200 }, { "epoch": 0.43, "learning_rate": 0.0002864100624172499, "loss": 2.6949, "theoretical_loss": 3.5840695713028827, "tokens_seen": 1212416000 }, { "epoch": 0.43, "learning_rate": 0.0002858189899754114, "loss": 2.6806, "theoretical_loss": 3.5831817854393266, "tokens_seen": 1215692800 }, { "epoch": 0.44, "learning_rate": 0.0002852279175335729, "loss": 2.7055, "theoretical_loss": 3.582297057284933, "tokens_seen": 1218969600 }, { "epoch": 0.44, "learning_rate": 0.00028463684509173444, "loss": 2.7213, "theoretical_loss": 3.5814153681310623, "tokens_seen": 1222246400 }, { "epoch": 0.44, "learning_rate": 0.00028404577264989596, "loss": 2.711, "theoretical_loss": 3.5805366994333125, "tokens_seen": 1225523200 }, { "epoch": 0.44, "learning_rate": 0.00028345470020805754, "loss": 2.684, "theoretical_loss": 3.5796610328096365, "tokens_seen": 1228800000 }, { "epoch": 0.44, "learning_rate": 0.00028286362776621906, "loss": 2.7022, "theoretical_loss": 3.578788350038497, "tokens_seen": 1232076800 }, { "epoch": 0.44, "learning_rate": 0.0002822725553243806, "loss": 2.6849, "theoretical_loss": 3.5779186330570405, "tokens_seen": 1235353600 }, { "epoch": 0.44, "learning_rate": 0.0002816814828825421, "loss": 2.6673, "theoretical_loss": 3.5770518639592983, "tokens_seen": 1238630400 }, { "epoch": 0.44, "learning_rate": 0.0002810904104407036, "loss": 2.7361, "theoretical_loss": 3.5761880249944147, "tokens_seen": 1241907200 }, { "epoch": 0.44, "learning_rate": 0.00028049933799886514, "loss": 2.7269, "theoretical_loss": 3.5753270985648973, "tokens_seen": 1245184000 }, { "epoch": 0.45, "learning_rate": 0.0002799082655570267, "loss": 2.7538, "theoretical_loss": 3.574469067224892, "tokens_seen": 1248460800 }, { "epoch": 0.45, "learning_rate": 0.00027931719311518824, "loss": 2.7449, "theoretical_loss": 3.573613913678484, "tokens_seen": 1251737600 }, { "epoch": 0.45, "learning_rate": 0.00027872612067334976, "loss": 2.7426, "theoretical_loss": 3.57276162077802, "tokens_seen": 1255014400 }, { "epoch": 0.45, "learning_rate": 0.0002781350482315113, "loss": 2.7223, "theoretical_loss": 3.5719121715224524, "tokens_seen": 1258291200 }, { "epoch": 0.45, "learning_rate": 0.0002775439757896728, "loss": 2.6702, "theoretical_loss": 3.571065549055712, "tokens_seen": 1261568000 }, { "epoch": 0.45, "learning_rate": 0.0002769529033478343, "loss": 2.7204, "theoretical_loss": 3.5702217366650935, "tokens_seen": 1264844800 }, { "epoch": 0.45, "learning_rate": 0.0002763618309059959, "loss": 2.6506, "theoretical_loss": 3.5693807177796737, "tokens_seen": 1268121600 }, { "epoch": 0.45, "learning_rate": 0.00027577075846415736, "loss": 2.641, "theoretical_loss": 3.5685424759687434, "tokens_seen": 1271398400 }, { "epoch": 0.46, "learning_rate": 0.0002751796860223189, "loss": 2.6681, "theoretical_loss": 3.567706994940263, "tokens_seen": 1274675200 }, { "epoch": 0.46, "learning_rate": 0.0002745886135804804, "loss": 2.6911, "theoretical_loss": 3.5668742585393405, "tokens_seen": 1277952000 }, { "epoch": 0.46, "learning_rate": 0.00027400936258747873, "loss": 2.6482, "theoretical_loss": 3.566044250746728, "tokens_seen": 1281228800 }, { "epoch": 0.46, "learning_rate": 0.00027341829014564025, "loss": 2.6761, "theoretical_loss": 3.5652169556773403, "tokens_seen": 1284505600 }, { "epoch": 0.46, "learning_rate": 0.0002728272177038018, "loss": 2.6272, "theoretical_loss": 3.5643923575787912, "tokens_seen": 1287782400 }, { "epoch": 0.46, "learning_rate": 0.00027223614526196335, "loss": 2.6449, "theoretical_loss": 3.563570440829951, "tokens_seen": 1291059200 }, { "epoch": 0.46, "learning_rate": 0.00027164507282012487, "loss": 2.6287, "theoretical_loss": 3.562751189939524, "tokens_seen": 1294336000 }, { "epoch": 0.46, "learning_rate": 0.0002710540003782864, "loss": 2.6691, "theoretical_loss": 3.5619345895446424, "tokens_seen": 1297612800 }, { "epoch": 0.46, "learning_rate": 0.0002704629279364479, "loss": 2.6499, "theoretical_loss": 3.561120624409482, "tokens_seen": 1300889600 }, { "epoch": 0.47, "learning_rate": 0.00026987185549460943, "loss": 2.6475, "theoretical_loss": 3.560309279423894, "tokens_seen": 1304166400 }, { "epoch": 0.47, "learning_rate": 0.00026928078305277095, "loss": 2.6303, "theoretical_loss": 3.5595005396020554, "tokens_seen": 1307443200 }, { "debugging/Self-BLEU-5": 0.528396129459468, "debugging/distinct-1-grams": 0.7342587134430482, "debugging/distinct-2-grams": 0.9617049578129524, "debugging/entropy-1-grams": 5.512289049191654, "debugging/entropy-2-grams": 6.384961594108999, "debugging/length": 612.8571428571429, "debugging/num_segments": 7, "epoch": 0.47, "objective/train/docs_used": 722031, "objective/train/instantaneous_batch_size": 32, "objective/train/instantaneous_microbatch_size": 32768, "objective/train/original_loss": 2.717599391937256, "objective/train/theoretical_loss": 3.558694390081137, "objective/train/tokens_used": 1331180000, "theoretical_loss": 3.558694390081137, "tokens_seen": 1310720000 }, { "epoch": 0.47, "learning_rate": 0.0002686897106109325, "loss": 2.6201, "theoretical_loss": 3.558694390081137, "tokens_seen": 1310720000 }, { "epoch": 0.47, "learning_rate": 0.00026809863816909405, "loss": 2.6087, "theoretical_loss": 3.5578908161199934, "tokens_seen": 1313996800 }, { "epoch": 0.47, "learning_rate": 0.00026750756572725557, "loss": 2.6133, "theoretical_loss": 3.5570898030978584, "tokens_seen": 1317273600 }, { "epoch": 0.47, "learning_rate": 0.0002669164932854171, "loss": 2.6066, "theoretical_loss": 3.556291336513074, "tokens_seen": 1320550400 }, { "epoch": 0.47, "learning_rate": 0.00026632542084357855, "loss": 2.6241, "theoretical_loss": 3.5554954019818235, "tokens_seen": 1323827200 }, { "epoch": 0.47, "learning_rate": 0.0002657343484017401, "loss": 2.6091, "theoretical_loss": 3.554701985236883, "tokens_seen": 1327104000 }, { "epoch": 0.48, "learning_rate": 0.00026514327595990165, "loss": 2.631, "theoretical_loss": 3.553911072126394, "tokens_seen": 1330380800 }, { "epoch": 0.48, "learning_rate": 0.00026455220351806317, "loss": 2.6275, "theoretical_loss": 3.5531226486126504, "tokens_seen": 1333657600 }, { "epoch": 0.48, "learning_rate": 0.0002639611310762247, "loss": 2.6534, "theoretical_loss": 3.552336700770896, "tokens_seen": 1336934400 }, { "epoch": 0.48, "learning_rate": 0.0002633700586343862, "loss": 2.6388, "theoretical_loss": 3.5515532147881443, "tokens_seen": 1340211200 }, { "epoch": 0.48, "learning_rate": 0.00026277898619254773, "loss": 2.6732, "theoretical_loss": 3.5507721769620098, "tokens_seen": 1343488000 }, { "epoch": 0.48, "learning_rate": 0.00026218791375070925, "loss": 2.6624, "theoretical_loss": 3.549993573699556, "tokens_seen": 1346764800 }, { "epoch": 0.48, "learning_rate": 0.00026159684130887083, "loss": 2.6601, "theoretical_loss": 3.5492173915161565, "tokens_seen": 1350041600 }, { "epoch": 0.48, "learning_rate": 0.00026100576886703235, "loss": 2.621, "theoretical_loss": 3.548443617034371, "tokens_seen": 1353318400 }, { "epoch": 0.48, "learning_rate": 0.00026041469642519387, "loss": 2.6596, "theoretical_loss": 3.547672236982839, "tokens_seen": 1356595200 }, { "epoch": 0.49, "learning_rate": 0.0002598236239833554, "loss": 2.6689, "theoretical_loss": 3.5469032381951804, "tokens_seen": 1359872000 }, { "epoch": 0.49, "learning_rate": 0.0002592325515415169, "loss": 2.6661, "theoretical_loss": 3.5461366076089202, "tokens_seen": 1363148800 }, { "epoch": 0.49, "learning_rate": 0.00025864147909967843, "loss": 2.6506, "theoretical_loss": 3.5453723322644146, "tokens_seen": 1366425600 }, { "epoch": 0.49, "learning_rate": 0.00025805040665783995, "loss": 2.6467, "theoretical_loss": 3.544610399303803, "tokens_seen": 1369702400 }, { "epoch": 0.49, "learning_rate": 0.00025745933421600153, "loss": 2.6401, "theoretical_loss": 3.5438507959699637, "tokens_seen": 1372979200 }, { "epoch": 0.49, "learning_rate": 0.00025686826177416305, "loss": 2.6781, "theoretical_loss": 3.5430935096054883, "tokens_seen": 1376256000 }, { "epoch": 0.49, "learning_rate": 0.00025627718933232457, "loss": 2.6029, "theoretical_loss": 3.5423385276516663, "tokens_seen": 1379532800 }, { "epoch": 0.49, "learning_rate": 0.0002556861168904861, "loss": 2.6293, "theoretical_loss": 3.5415858376474825, "tokens_seen": 1382809600 }, { "epoch": 0.5, "learning_rate": 0.0002550950444486476, "loss": 2.597, "theoretical_loss": 3.5408354272286298, "tokens_seen": 1386086400 }, { "epoch": 0.5, "learning_rate": 0.00025450397200680913, "loss": 2.6281, "theoretical_loss": 3.540087284126531, "tokens_seen": 1389363200 }, { "epoch": 0.5, "learning_rate": 0.0002539128995649707, "loss": 2.6293, "theoretical_loss": 3.539341396167372, "tokens_seen": 1392640000 }, { "epoch": 0.5, "learning_rate": 0.00025332182712313223, "loss": 2.6687, "theoretical_loss": 3.538597751271153, "tokens_seen": 1395916800 }, { "epoch": 0.5, "learning_rate": 0.00025273075468129375, "loss": 2.691, "theoretical_loss": 3.5378563374507443, "tokens_seen": 1399193600 } ], "max_steps": 42724, "num_train_epochs": 9223372036854775807, "total_flos": 7.14460209610752e+17, "trial_name": null, "trial_params": null }