kejian's picture
Training in progress, step 21362
abb78f0
raw
history blame contribute delete
No virus
81.8 kB
{
"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
}