diff --git "a/checkpoint-42720/trainer_state.json" "b/checkpoint-42720/trainer_state.json" new file mode 100644--- /dev/null +++ "b/checkpoint-42720/trainer_state.json" @@ -0,0 +1,6312 @@ +{ + "best_metric": null, + "best_model_checkpoint": null, + "epoch": 0.9999063758075086, + "global_step": 42720, + "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": 4.3456, + "theoretical_loss": 20.81281780154715, + "tokens_seen": 65536 + }, + { + "epoch": 0.0, + "learning_rate": 5.841121495327103e-05, + "loss": 3.7625, + "theoretical_loss": 8.563482664611069, + "tokens_seen": 3276800 + }, + { + "epoch": 0.0, + "learning_rate": 0.00011682242990654206, + "loss": 3.0678, + "theoretical_loss": 7.4777587180480305, + "tokens_seen": 6553600 + }, + { + "epoch": 0.0, + "learning_rate": 0.00017523364485981307, + "loss": 2.8059, + "theoretical_loss": 6.9337544888949, + "tokens_seen": 9830400 + }, + { + "epoch": 0.0, + "learning_rate": 0.00023364485981308412, + "loss": 2.5892, + "theoretical_loss": 6.583566228426414, + "tokens_seen": 13107200 + }, + { + "epoch": 0.01, + "learning_rate": 0.00029205607476635517, + "loss": 2.5502, + "theoretical_loss": 6.330713565116083, + "tokens_seen": 16384000 + }, + { + "epoch": 0.01, + "learning_rate": 0.00035046728971962614, + "loss": 2.4491, + "theoretical_loss": 6.135529231940326, + "tokens_seen": 19660800 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004088785046728972, + "loss": 2.3659, + "theoretical_loss": 5.978101583869607, + "tokens_seen": 22937600 + }, + { + "epoch": 0.01, + "learning_rate": 0.00046728971962616824, + "loss": 2.3654, + "theoretical_loss": 5.8471173262659235, + "tokens_seen": 26214400 + }, + { + "epoch": 0.01, + "learning_rate": 0.000499739928125591, + "loss": 2.3593, + "theoretical_loss": 5.7355768158821245, + "tokens_seen": 29491200 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004991488556837526, + "loss": 2.3594, + "theoretical_loss": 5.638870144071353, + "tokens_seen": 32768000 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004985577832419141, + "loss": 2.3048, + "theoretical_loss": 5.553812381844907, + "tokens_seen": 36044800 + }, + { + "epoch": 0.01, + "learning_rate": 0.0004979667108000757, + "loss": 2.2536, + "theoretical_loss": 5.478118080556438, + "tokens_seen": 39321600 + }, + { + "epoch": 0.02, + "learning_rate": 0.0004973756383582371, + "loss": 2.2128, + "theoretical_loss": 5.410095959579362, + "tokens_seen": 42598400 + }, + { + "epoch": 0.02, + "learning_rate": 0.0004967845659163987, + "loss": 2.2557, + "theoretical_loss": 5.348462083735834, + "tokens_seen": 45875200 + }, + { + "epoch": 0.02, + "learning_rate": 0.0004961934934745603, + "loss": 2.2013, + "theoretical_loss": 5.292220566937567, + "tokens_seen": 49152000 + }, + { + "epoch": 0.02, + "learning_rate": 0.0004956024210327218, + "loss": 2.1942, + "theoretical_loss": 5.240584625769978, + "tokens_seen": 52428800 + }, + { + "epoch": 0.02, + "learning_rate": 0.0004950113485908833, + "loss": 2.1848, + "theoretical_loss": 5.192922724525789, + "tokens_seen": 55705600 + }, + { + "epoch": 0.02, + "learning_rate": 0.0004944202761490448, + "loss": 2.1625, + "theoretical_loss": 5.1487208633564405, + "tokens_seen": 58982400 + }, + { + "epoch": 0.02, + "learning_rate": 0.0004938292037072064, + "loss": 2.1605, + "theoretical_loss": 5.107555562405102, + "tokens_seen": 62259200 + }, + { + "epoch": 0.02, + "learning_rate": 0.0004932381312653678, + "loss": 2.1066, + "theoretical_loss": 5.069074117143246, + "tokens_seen": 65536000 + }, + { + "epoch": 0.02, + "learning_rate": 0.0004926470588235294, + "loss": 2.1477, + "theoretical_loss": 5.032979909838007, + "tokens_seen": 68812800 + }, + { + "epoch": 0.03, + "learning_rate": 0.000492055986381691, + "loss": 2.142, + "theoretical_loss": 4.999021308224664, + "tokens_seen": 72089600 + }, + { + "epoch": 0.03, + "learning_rate": 0.0004914649139398525, + "loss": 2.1005, + "theoretical_loss": 4.966983155351962, + "tokens_seen": 75366400 + }, + { + "epoch": 0.03, + "learning_rate": 0.000490873841498014, + "loss": 2.1206, + "theoretical_loss": 4.9366801616251355, + "tokens_seen": 78643200 + }, + { + "epoch": 0.03, + "learning_rate": 0.0004902827690561755, + "loss": 2.0318, + "theoretical_loss": 4.907951713830082, + "tokens_seen": 81920000 + }, + { + "epoch": 0.03, + "learning_rate": 0.0004896916966143371, + "loss": 2.0003, + "theoretical_loss": 4.880657753812926, + "tokens_seen": 85196800 + }, + { + "epoch": 0.03, + "learning_rate": 0.0004891006241724985, + "loss": 2.0118, + "theoretical_loss": 4.854675474481779, + "tokens_seen": 88473600 + }, + { + "epoch": 0.03, + "learning_rate": 0.0004885095517306601, + "loss": 2.0002, + "theoretical_loss": 4.8298966473088125, + "tokens_seen": 91750400 + }, + { + "epoch": 0.03, + "learning_rate": 0.0004879184792888217, + "loss": 2.0062, + "theoretical_loss": 4.8062254427779205, + "tokens_seen": 95027200 + }, + { + "epoch": 0.04, + "learning_rate": 0.0004873274068469832, + "loss": 1.9869, + "theoretical_loss": 4.783576639276257, + "tokens_seen": 98304000 + }, + { + "epoch": 0.04, + "learning_rate": 0.00048673633440514467, + "loss": 2.0435, + "theoretical_loss": 4.761874140772408, + "tokens_seen": 101580800 + }, + { + "epoch": 0.04, + "learning_rate": 0.0004861452619633062, + "loss": 1.995, + "theoretical_loss": 4.741049741962473, + "tokens_seen": 104857600 + }, + { + "epoch": 0.04, + "learning_rate": 0.0004855541895214677, + "loss": 1.8767, + "theoretical_loss": 4.721042093249051, + "tokens_seen": 108134400 + }, + { + "epoch": 0.04, + "learning_rate": 0.0004849631170796293, + "loss": 1.905, + "theoretical_loss": 4.701795828231866, + "tokens_seen": 111411200 + }, + { + "epoch": 0.04, + "learning_rate": 0.0004843720446377908, + "loss": 1.9278, + "theoretical_loss": 4.68326082423593, + "tokens_seen": 114688000 + }, + { + "epoch": 0.04, + "learning_rate": 0.00048378097219595233, + "loss": 1.9084, + "theoretical_loss": 4.665391572426282, + "tokens_seen": 117964800 + }, + { + "epoch": 0.04, + "learning_rate": 0.00048318989975411385, + "loss": 1.8945, + "theoretical_loss": 4.648146638719739, + "tokens_seen": 121241600 + }, + { + "epoch": 0.04, + "learning_rate": 0.00048259882731227537, + "loss": 1.8564, + "theoretical_loss": 4.631488200339643, + "tokens_seen": 124518400 + }, + { + "epoch": 0.05, + "learning_rate": 0.0004820077548704369, + "loss": 1.895, + "theoretical_loss": 4.615381645715717, + "tokens_seen": 127795200 + }, + { + "epoch": 0.05, + "learning_rate": 0.00048141668242859847, + "loss": 1.8264, + "theoretical_loss": 4.599795227690505, + "tokens_seen": 131072000 + }, + { + "epoch": 0.05, + "learning_rate": 0.00048082560998676, + "loss": 1.9229, + "theoretical_loss": 4.584699761792674, + "tokens_seen": 134348800 + }, + { + "epoch": 0.05, + "learning_rate": 0.0004802345375449215, + "loss": 1.8639, + "theoretical_loss": 4.570068362778516, + "tokens_seen": 137625600 + }, + { + "epoch": 0.05, + "learning_rate": 0.00047964346510308303, + "loss": 1.8671, + "theoretical_loss": 4.555876213804037, + "tokens_seen": 140902400 + }, + { + "epoch": 0.05, + "learning_rate": 0.00047905239266124455, + "loss": 1.8481, + "theoretical_loss": 4.542100363530799, + "tokens_seen": 144179200 + }, + { + "epoch": 0.05, + "learning_rate": 0.00047846132021940607, + "loss": 1.8247, + "theoretical_loss": 4.528719547234816, + "tokens_seen": 147456000 + }, + { + "epoch": 0.05, + "learning_rate": 0.0004778702477775676, + "loss": 1.8526, + "theoretical_loss": 4.515714028614996, + "tokens_seen": 150732800 + }, + { + "epoch": 0.06, + "learning_rate": 0.00047727917533572917, + "loss": 1.7782, + "theoretical_loss": 4.503065459513339, + "tokens_seen": 154009600 + }, + { + "epoch": 0.06, + "learning_rate": 0.0004766881028938907, + "loss": 1.8401, + "theoretical_loss": 4.4907567551852665, + "tokens_seen": 157286400 + }, + { + "epoch": 0.06, + "learning_rate": 0.0004760970304520522, + "loss": 1.7754, + "theoretical_loss": 4.478771983111967, + "tokens_seen": 160563200 + }, + { + "epoch": 0.06, + "objective/train/aligned_token_count": 0.3757331371307373, + "objective/train/avg_token_score": 0.02785523608326912, + "objective/train/docs_used": 104000, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.5752174854278564, + "objective/train/original_loss": 5.159116268157959, + "objective/train/theoretical_loss": 4.467096263641219, + "objective/train/tokens_used": 184300000, + "objective/train/unlikelihood_loss": 0.05230223760008812, + "theoretical_loss": 4.467096263641219, + "tokens_seen": 163840000 + }, + { + "epoch": 0.06, + "learning_rate": 0.00047550595801021373, + "loss": 1.7342, + "theoretical_loss": 4.467096263641219, + "tokens_seen": 163840000 + }, + { + "epoch": 0.06, + "learning_rate": 0.00047491488556837525, + "loss": 1.7527, + "theoretical_loss": 4.455715680989545, + "tokens_seen": 167116800 + }, + { + "epoch": 0.06, + "learning_rate": 0.00047432381312653677, + "loss": 1.7593, + "theoretical_loss": 4.44461720334543, + "tokens_seen": 170393600 + }, + { + "epoch": 0.06, + "learning_rate": 0.00047373274068469835, + "loss": 1.7023, + "theoretical_loss": 4.433788610987646, + "tokens_seen": 173670400 + }, + { + "epoch": 0.06, + "learning_rate": 0.00047314166824285987, + "loss": 1.6898, + "theoretical_loss": 4.42321843148016, + "tokens_seen": 176947200 + }, + { + "epoch": 0.06, + "learning_rate": 0.0004725505958010214, + "loss": 1.6724, + "theoretical_loss": 4.412895881130142, + "tokens_seen": 180224000 + }, + { + "epoch": 0.07, + "learning_rate": 0.0004719595233591829, + "loss": 1.7611, + "theoretical_loss": 4.4028108120020795, + "tokens_seen": 183500800 + }, + { + "epoch": 0.07, + "learning_rate": 0.00047136845091734443, + "loss": 1.69, + "theoretical_loss": 4.392953663871862, + "tokens_seen": 186777600 + }, + { + "epoch": 0.07, + "learning_rate": 0.00047077737847550595, + "loss": 1.7081, + "theoretical_loss": 4.383315420582533, + "tokens_seen": 190054400 + }, + { + "epoch": 0.07, + "learning_rate": 0.0004701863060336675, + "loss": 1.723, + "theoretical_loss": 4.373887570330275, + "tokens_seen": 193331200 + }, + { + "epoch": 0.07, + "learning_rate": 0.00046959523359182905, + "loss": 1.6931, + "theoretical_loss": 4.364662069466704, + "tokens_seen": 196608000 + }, + { + "epoch": 0.07, + "learning_rate": 0.00046900416114999057, + "loss": 1.6707, + "theoretical_loss": 4.355631309453283, + "tokens_seen": 199884800 + }, + { + "epoch": 0.07, + "learning_rate": 0.0004684130887081521, + "loss": 1.6459, + "theoretical_loss": 4.346788086646671, + "tokens_seen": 203161600 + }, + { + "epoch": 0.07, + "learning_rate": 0.0004678220162663136, + "loss": 1.6859, + "theoretical_loss": 4.33812557463116, + "tokens_seen": 206438400 + }, + { + "epoch": 0.07, + "learning_rate": 0.00046723094382447513, + "loss": 1.6796, + "theoretical_loss": 4.329637298846812, + "tokens_seen": 209715200 + }, + { + "epoch": 0.08, + "learning_rate": 0.00046663987138263665, + "loss": 1.7022, + "theoretical_loss": 4.321317113290252, + "tokens_seen": 212992000 + }, + { + "epoch": 0.08, + "learning_rate": 0.0004660487989407982, + "loss": 1.6707, + "theoretical_loss": 4.3131591790897925, + "tokens_seen": 216268800 + }, + { + "epoch": 0.08, + "learning_rate": 0.00046545772649895975, + "loss": 1.6846, + "theoretical_loss": 4.305157944778228, + "tokens_seen": 219545600 + }, + { + "epoch": 0.08, + "learning_rate": 0.00046486665405712127, + "loss": 1.7325, + "theoretical_loss": 4.297308128105687, + "tokens_seen": 222822400 + }, + { + "epoch": 0.08, + "learning_rate": 0.0004642755816152828, + "loss": 1.7026, + "theoretical_loss": 4.2896046992515995, + "tokens_seen": 226099200 + }, + { + "epoch": 0.08, + "learning_rate": 0.0004636845091734443, + "loss": 1.7491, + "theoretical_loss": 4.282042865309616, + "tokens_seen": 229376000 + }, + { + "epoch": 0.08, + "learning_rate": 0.00046309343673160583, + "loss": 1.7436, + "theoretical_loss": 4.274618055932298, + "tokens_seen": 232652800 + }, + { + "epoch": 0.08, + "learning_rate": 0.0004625023642897674, + "loss": 1.697, + "theoretical_loss": 4.267325910033897, + "tokens_seen": 235929600 + }, + { + "epoch": 0.09, + "learning_rate": 0.0004619112918479289, + "loss": 1.6645, + "theoretical_loss": 4.260162263459744, + "tokens_seen": 239206400 + }, + { + "epoch": 0.09, + "learning_rate": 0.00046132021940609044, + "loss": 1.7309, + "theoretical_loss": 4.253123137539814, + "tokens_seen": 242483200 + }, + { + "epoch": 0.09, + "learning_rate": 0.00046072914696425197, + "loss": 1.7716, + "theoretical_loss": 4.246204728452055, + "tokens_seen": 245760000 + }, + { + "epoch": 0.09, + "learning_rate": 0.0004601380745224135, + "loss": 1.7527, + "theoretical_loss": 4.239403397328261, + "tokens_seen": 249036800 + }, + { + "epoch": 0.09, + "learning_rate": 0.000459547002080575, + "loss": 1.7146, + "theoretical_loss": 4.232715661041632, + "tokens_seen": 252313600 + }, + { + "epoch": 0.09, + "learning_rate": 0.0004589559296387366, + "loss": 1.7026, + "theoretical_loss": 4.226138183620867, + "tokens_seen": 255590400 + }, + { + "epoch": 0.09, + "learning_rate": 0.0004583648571968981, + "loss": 1.6554, + "theoretical_loss": 4.219667768240775, + "tokens_seen": 258867200 + }, + { + "epoch": 0.09, + "learning_rate": 0.0004577737847550596, + "loss": 1.6424, + "theoretical_loss": 4.213301349743924, + "tokens_seen": 262144000 + }, + { + "epoch": 0.09, + "learning_rate": 0.0004571827123132211, + "loss": 1.6548, + "theoretical_loss": 4.20703598765197, + "tokens_seen": 265420800 + }, + { + "epoch": 0.1, + "learning_rate": 0.0004565916398713826, + "loss": 1.6318, + "theoretical_loss": 4.2008688596290025, + "tokens_seen": 268697600 + }, + { + "epoch": 0.1, + "learning_rate": 0.00045600056742954413, + "loss": 1.6147, + "theoretical_loss": 4.194797255362549, + "tokens_seen": 271974400 + }, + { + "epoch": 0.1, + "learning_rate": 0.0004554094949877057, + "loss": 1.6936, + "theoretical_loss": 4.188818570830883, + "tokens_seen": 275251200 + }, + { + "epoch": 0.1, + "learning_rate": 0.00045481842254586723, + "loss": 1.6677, + "theoretical_loss": 4.182930302927963, + "tokens_seen": 278528000 + }, + { + "epoch": 0.1, + "learning_rate": 0.00045422735010402875, + "loss": 1.6291, + "theoretical_loss": 4.17713004441978, + "tokens_seen": 281804800 + }, + { + "epoch": 0.1, + "learning_rate": 0.00045363627766219027, + "loss": 1.6848, + "theoretical_loss": 4.1714154792080915, + "tokens_seen": 285081600 + }, + { + "epoch": 0.1, + "learning_rate": 0.0004530452052203518, + "loss": 1.6846, + "theoretical_loss": 4.165784377879517, + "tokens_seen": 288358400 + }, + { + "epoch": 0.1, + "learning_rate": 0.0004524541327785133, + "loss": 1.6721, + "theoretical_loss": 4.160234593519768, + "tokens_seen": 291635200 + }, + { + "epoch": 0.11, + "learning_rate": 0.00045186306033667483, + "loss": 1.7413, + "theoretical_loss": 4.15476405777444, + "tokens_seen": 294912000 + }, + { + "epoch": 0.11, + "learning_rate": 0.0004512719878948364, + "loss": 1.7316, + "theoretical_loss": 4.149370777139286, + "tokens_seen": 298188800 + }, + { + "epoch": 0.11, + "learning_rate": 0.00045068091545299793, + "loss": 1.6929, + "theoretical_loss": 4.144052829464249, + "tokens_seen": 301465600 + }, + { + "epoch": 0.11, + "learning_rate": 0.00045008984301115945, + "loss": 1.6915, + "theoretical_loss": 4.138808360656742, + "tokens_seen": 304742400 + }, + { + "epoch": 0.11, + "learning_rate": 0.00044949877056932097, + "loss": 1.6595, + "theoretical_loss": 4.133635581570836, + "tokens_seen": 308019200 + }, + { + "epoch": 0.11, + "learning_rate": 0.0004489076981274825, + "loss": 1.6494, + "theoretical_loss": 4.128532765070004, + "tokens_seen": 311296000 + }, + { + "epoch": 0.11, + "learning_rate": 0.000448316625685644, + "loss": 1.6785, + "theoretical_loss": 4.123498243252032, + "tokens_seen": 314572800 + }, + { + "epoch": 0.11, + "learning_rate": 0.0004477255532438056, + "loss": 1.6782, + "theoretical_loss": 4.118530404825556, + "tokens_seen": 317849600 + }, + { + "epoch": 0.11, + "learning_rate": 0.0004471344808019671, + "loss": 1.6705, + "theoretical_loss": 4.113627692628464, + "tokens_seen": 321126400 + }, + { + "epoch": 0.12, + "learning_rate": 0.00044654340836012863, + "loss": 1.6777, + "theoretical_loss": 4.108788601279149, + "tokens_seen": 324403200 + }, + { + "debugging/Self-BLEU-5": 0.5365128506817183, + "debugging/distinct-1-grams": 0.7612814402327299, + "debugging/distinct-2-grams": 0.9694583753853511, + "debugging/entropy-1-grams": 6.003629944255698, + "debugging/entropy-2-grams": 7.054987089269872, + "debugging/length": 495.25, + "debugging/num_segments": 16, + "epoch": 0.12, + "objective/train/aligned_token_count": 0.5049181580543518, + "objective/train/avg_token_score": 0.04383423179388046, + "objective/train/docs_used": 197327, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.7676746845245361, + "objective/train/original_loss": 4.441669464111328, + "objective/train/theoretical_loss": 4.10401167495222, + "objective/train/tokens_used": 348140000, + "objective/train/unlikelihood_loss": 0.046563390642404556, + "theoretical_loss": 4.10401167495222, + "tokens_seen": 327680000 + }, + { + "epoch": 0.12, + "learning_rate": 0.00044595233591829015, + "loss": 1.6963, + "theoretical_loss": 4.10401167495222, + "tokens_seen": 327680000 + }, + { + "epoch": 0.12, + "learning_rate": 0.00044536126347645167, + "loss": 1.6701, + "theoretical_loss": 4.099295505270921, + "tokens_seen": 330956800 + }, + { + "epoch": 0.12, + "learning_rate": 0.0004447701910346132, + "loss": 1.6618, + "theoretical_loss": 4.094638729309031, + "tokens_seen": 334233600 + }, + { + "epoch": 0.12, + "learning_rate": 0.00044417911859277476, + "loss": 1.6799, + "theoretical_loss": 4.090040027695556, + "tokens_seen": 337510400 + }, + { + "epoch": 0.12, + "learning_rate": 0.0004435880461509363, + "loss": 1.6659, + "theoretical_loss": 4.085498122815992, + "tokens_seen": 340787200 + }, + { + "epoch": 0.12, + "learning_rate": 0.0004429969737090978, + "loss": 1.6489, + "theoretical_loss": 4.081011777104333, + "tokens_seen": 344064000 + }, + { + "epoch": 0.12, + "learning_rate": 0.0004424059012672593, + "loss": 1.704, + "theoretical_loss": 4.076579791420469, + "tokens_seen": 347340800 + }, + { + "epoch": 0.13, + "learning_rate": 0.00044181482882542085, + "loss": 1.7223, + "theoretical_loss": 4.0722010035079155, + "tokens_seen": 350617600 + }, + { + "epoch": 0.13, + "learning_rate": 0.00044122375638358237, + "loss": 1.7051, + "theoretical_loss": 4.067874286527197, + "tokens_seen": 353894400 + }, + { + "epoch": 0.13, + "learning_rate": 0.0004406326839417439, + "loss": 1.6944, + "theoretical_loss": 4.063598547660519, + "tokens_seen": 357171200 + }, + { + "epoch": 0.13, + "learning_rate": 0.00044004161149990546, + "loss": 1.7215, + "theoretical_loss": 4.05937272678363, + "tokens_seen": 360448000 + }, + { + "epoch": 0.13, + "learning_rate": 0.000439450539058067, + "loss": 1.6765, + "theoretical_loss": 4.055195795201069, + "tokens_seen": 363724800 + }, + { + "epoch": 0.13, + "learning_rate": 0.0004388594666162285, + "loss": 1.6375, + "theoretical_loss": 4.051066754441235, + "tokens_seen": 367001600 + }, + { + "epoch": 0.13, + "learning_rate": 0.00043826839417439, + "loss": 1.6742, + "theoretical_loss": 4.04698463510794, + "tokens_seen": 370278400 + }, + { + "epoch": 0.13, + "learning_rate": 0.00043767732173255155, + "loss": 1.6316, + "theoretical_loss": 4.042948495785312, + "tokens_seen": 373555200 + }, + { + "epoch": 0.13, + "learning_rate": 0.00043708624929071307, + "loss": 1.6294, + "theoretical_loss": 4.038957421993153, + "tokens_seen": 376832000 + }, + { + "epoch": 0.14, + "learning_rate": 0.00043649517684887464, + "loss": 1.6151, + "theoretical_loss": 4.035010525189982, + "tokens_seen": 380108800 + }, + { + "epoch": 0.14, + "learning_rate": 0.00043590410440703616, + "loss": 1.6286, + "theoretical_loss": 4.031106941821218, + "tokens_seen": 383385600 + }, + { + "epoch": 0.14, + "learning_rate": 0.0004353130319651977, + "loss": 1.6382, + "theoretical_loss": 4.027245832410079, + "tokens_seen": 386662400 + }, + { + "epoch": 0.14, + "learning_rate": 0.0004347219595233592, + "loss": 1.5849, + "theoretical_loss": 4.023426380688943, + "tokens_seen": 389939200 + }, + { + "epoch": 0.14, + "learning_rate": 0.0004341308870815207, + "loss": 1.5586, + "theoretical_loss": 4.019647792769048, + "tokens_seen": 393216000 + }, + { + "epoch": 0.14, + "learning_rate": 0.00043353981463968225, + "loss": 1.5695, + "theoretical_loss": 4.015909296346521, + "tokens_seen": 396492800 + }, + { + "epoch": 0.14, + "learning_rate": 0.0004329605636466806, + "loss": 1.5362, + "theoretical_loss": 4.012210139942894, + "tokens_seen": 399769600 + }, + { + "epoch": 0.14, + "learning_rate": 0.0004323694912048421, + "loss": 1.5579, + "theoretical_loss": 4.008549592178291, + "tokens_seen": 403046400 + }, + { + "epoch": 0.15, + "learning_rate": 0.0004317784187630036, + "loss": 1.5716, + "theoretical_loss": 4.004926941075674, + "tokens_seen": 406323200 + }, + { + "epoch": 0.15, + "learning_rate": 0.00043118734632116514, + "loss": 1.5923, + "theoretical_loss": 4.001341493394558, + "tokens_seen": 409600000 + }, + { + "epoch": 0.15, + "learning_rate": 0.00043059627387932666, + "loss": 1.5434, + "theoretical_loss": 3.997792573992726, + "tokens_seen": 412876800 + }, + { + "epoch": 0.15, + "learning_rate": 0.0004300052014374882, + "loss": 1.533, + "theoretical_loss": 3.994279525214554, + "tokens_seen": 416153600 + }, + { + "epoch": 0.15, + "learning_rate": 0.0004294141289956497, + "loss": 1.549, + "theoretical_loss": 3.990801706304647, + "tokens_seen": 419430400 + }, + { + "epoch": 0.15, + "learning_rate": 0.0004288230565538113, + "loss": 1.5335, + "theoretical_loss": 3.987358492845532, + "tokens_seen": 422707200 + }, + { + "epoch": 0.15, + "learning_rate": 0.0004282319841119728, + "loss": 1.6157, + "theoretical_loss": 3.9839492762182647, + "tokens_seen": 425984000 + }, + { + "epoch": 0.15, + "learning_rate": 0.0004276409116701343, + "loss": 1.585, + "theoretical_loss": 3.9805734630848306, + "tokens_seen": 429260800 + }, + { + "epoch": 0.15, + "learning_rate": 0.00042704983922829584, + "loss": 1.5776, + "theoretical_loss": 3.9772304748913054, + "tokens_seen": 432537600 + }, + { + "epoch": 0.16, + "learning_rate": 0.00042645876678645736, + "loss": 1.612, + "theoretical_loss": 3.973919747390801, + "tokens_seen": 435814400 + }, + { + "epoch": 0.16, + "learning_rate": 0.0004258676943446189, + "loss": 1.597, + "theoretical_loss": 3.9706407301852487, + "tokens_seen": 439091200 + }, + { + "epoch": 0.16, + "learning_rate": 0.00042527662190278045, + "loss": 1.5849, + "theoretical_loss": 3.9673928862851655, + "tokens_seen": 442368000 + }, + { + "epoch": 0.16, + "learning_rate": 0.00042468554946094197, + "loss": 1.6012, + "theoretical_loss": 3.9641756916865463, + "tokens_seen": 445644800 + }, + { + "epoch": 0.16, + "learning_rate": 0.0004240944770191035, + "loss": 1.5879, + "theoretical_loss": 3.960988634964113, + "tokens_seen": 448921600 + }, + { + "epoch": 0.16, + "learning_rate": 0.000423503404577265, + "loss": 1.5612, + "theoretical_loss": 3.9578312168801597, + "tokens_seen": 452198400 + }, + { + "epoch": 0.16, + "learning_rate": 0.00042291233213542654, + "loss": 1.5671, + "theoretical_loss": 3.954702950008308, + "tokens_seen": 455475200 + }, + { + "epoch": 0.16, + "learning_rate": 0.00042232125969358806, + "loss": 1.5869, + "theoretical_loss": 3.9516033583714734, + "tokens_seen": 458752000 + }, + { + "epoch": 0.17, + "learning_rate": 0.00042173018725174963, + "loss": 1.5735, + "theoretical_loss": 3.9485319770934355, + "tokens_seen": 462028800 + }, + { + "epoch": 0.17, + "learning_rate": 0.00042113911480991115, + "loss": 1.576, + "theoretical_loss": 3.945488352063391, + "tokens_seen": 465305600 + }, + { + "epoch": 0.17, + "learning_rate": 0.00042054804236807267, + "loss": 1.5879, + "theoretical_loss": 3.942472039612926, + "tokens_seen": 468582400 + }, + { + "epoch": 0.17, + "learning_rate": 0.0004199569699262342, + "loss": 1.5763, + "theoretical_loss": 3.939482606204863, + "tokens_seen": 471859200 + }, + { + "epoch": 0.17, + "learning_rate": 0.00041937771893323247, + "loss": 1.5946, + "theoretical_loss": 3.936519628133466, + "tokens_seen": 475136000 + }, + { + "epoch": 0.17, + "learning_rate": 0.000418786646491394, + "loss": 1.6108, + "theoretical_loss": 3.9335826912355114, + "tokens_seen": 478412800 + }, + { + "epoch": 0.17, + "learning_rate": 0.00041819557404955556, + "loss": 1.6456, + "theoretical_loss": 3.93067139061177, + "tokens_seen": 481689600 + }, + { + "epoch": 0.17, + "learning_rate": 0.0004176045016077171, + "loss": 1.602, + "theoretical_loss": 3.927785330358441, + "tokens_seen": 484966400 + }, + { + "epoch": 0.17, + "learning_rate": 0.0004170134291658786, + "loss": 1.6305, + "theoretical_loss": 3.9249241233081333, + "tokens_seen": 488243200 + }, + { + "epoch": 0.18, + "objective/train/aligned_token_count": 0.5038489699363708, + "objective/train/avg_token_score": 0.0046414583921432495, + "objective/train/docs_used": 287192, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.8303951025009155, + "objective/train/original_loss": 4.303061485290527, + "objective/train/theoretical_loss": 3.92208739077998, + "objective/train/tokens_used": 511980000, + "objective/train/unlikelihood_loss": 0.05593807250261307, + "theoretical_loss": 3.92208739077998, + "tokens_seen": 491520000 + }, + { + "epoch": 0.18, + "learning_rate": 0.0004164223567240401, + "loss": 1.5763, + "theoretical_loss": 3.92208739077998, + "tokens_seen": 491520000 + }, + { + "epoch": 0.18, + "learning_rate": 0.00041583128428220164, + "loss": 1.5928, + "theoretical_loss": 3.919274762338519, + "tokens_seen": 494796800 + }, + { + "epoch": 0.18, + "learning_rate": 0.00041524021184036317, + "loss": 1.6052, + "theoretical_loss": 3.9164858755609613, + "tokens_seen": 498073600 + }, + { + "epoch": 0.18, + "learning_rate": 0.0004146491393985247, + "loss": 1.6125, + "theoretical_loss": 3.9137203758125176, + "tokens_seen": 501350400 + }, + { + "epoch": 0.18, + "learning_rate": 0.00041405806695668626, + "loss": 1.5871, + "theoretical_loss": 3.910977916029439, + "tokens_seen": 504627200 + }, + { + "epoch": 0.18, + "learning_rate": 0.0004134669945148478, + "loss": 1.6007, + "theoretical_loss": 3.908258156509472, + "tokens_seen": 507904000 + }, + { + "epoch": 0.18, + "learning_rate": 0.0004128759220730093, + "loss": 1.6077, + "theoretical_loss": 3.905560764709417, + "tokens_seen": 511180800 + }, + { + "epoch": 0.18, + "learning_rate": 0.0004122848496311708, + "loss": 1.5515, + "theoretical_loss": 3.9028854150495143, + "tokens_seen": 514457600 + }, + { + "epoch": 0.18, + "learning_rate": 0.00041169377718933234, + "loss": 1.5873, + "theoretical_loss": 3.9002317887243834, + "tokens_seen": 517734400 + }, + { + "epoch": 0.19, + "learning_rate": 0.00041110270474749386, + "loss": 1.5527, + "theoretical_loss": 3.897599573520247, + "tokens_seen": 521011200 + }, + { + "epoch": 0.19, + "learning_rate": 0.00041051163230565544, + "loss": 1.5625, + "theoretical_loss": 3.8949884636382106, + "tokens_seen": 524288000 + }, + { + "epoch": 0.19, + "learning_rate": 0.0004099205598638169, + "loss": 1.49, + "theoretical_loss": 3.892398159523345, + "tokens_seen": 527564800 + }, + { + "epoch": 0.19, + "learning_rate": 0.00040932948742197843, + "loss": 1.5195, + "theoretical_loss": 3.889828367699349, + "tokens_seen": 530841600 + }, + { + "epoch": 0.19, + "learning_rate": 0.00040873841498013995, + "loss": 1.4772, + "theoretical_loss": 3.8872788006085894, + "tokens_seen": 534118400 + }, + { + "epoch": 0.19, + "learning_rate": 0.00040814734253830147, + "loss": 1.4854, + "theoretical_loss": 3.8847491764572926, + "tokens_seen": 537395200 + }, + { + "epoch": 0.19, + "learning_rate": 0.000407556270096463, + "loss": 1.4966, + "theoretical_loss": 3.882239219065708, + "tokens_seen": 540672000 + }, + { + "epoch": 0.19, + "learning_rate": 0.00040696519765462456, + "loss": 1.4861, + "theoretical_loss": 3.879748657723039, + "tokens_seen": 543948800 + }, + { + "epoch": 0.2, + "learning_rate": 0.0004063741252127861, + "loss": 1.5319, + "theoretical_loss": 3.8772772270469824, + "tokens_seen": 547225600 + }, + { + "epoch": 0.2, + "learning_rate": 0.0004057830527709476, + "loss": 1.5379, + "theoretical_loss": 3.8748246668476827, + "tokens_seen": 550502400 + }, + { + "epoch": 0.2, + "learning_rate": 0.0004051919803291091, + "loss": 1.5656, + "theoretical_loss": 3.8723907219959486, + "tokens_seen": 553779200 + }, + { + "epoch": 0.2, + "learning_rate": 0.00040460090788727065, + "loss": 1.5567, + "theoretical_loss": 3.869975142295573, + "tokens_seen": 557056000 + }, + { + "epoch": 0.2, + "learning_rate": 0.00040400983544543217, + "loss": 1.5761, + "theoretical_loss": 3.8675776823595998, + "tokens_seen": 560332800 + }, + { + "epoch": 0.2, + "learning_rate": 0.0004034187630035937, + "loss": 1.5587, + "theoretical_loss": 3.8651981014904027, + "tokens_seen": 563609600 + }, + { + "epoch": 0.2, + "learning_rate": 0.00040282769056175526, + "loss": 1.569, + "theoretical_loss": 3.8628361635634265, + "tokens_seen": 566886400 + }, + { + "epoch": 0.2, + "learning_rate": 0.0004022366181199168, + "loss": 1.5768, + "theoretical_loss": 3.8604916369144666, + "tokens_seen": 570163200 + }, + { + "epoch": 0.2, + "learning_rate": 0.0004016455456780783, + "loss": 1.5213, + "theoretical_loss": 3.858164294230354, + "tokens_seen": 573440000 + }, + { + "epoch": 0.21, + "learning_rate": 0.0004010544732362398, + "loss": 1.5503, + "theoretical_loss": 3.85585391244293, + "tokens_seen": 576716800 + }, + { + "epoch": 0.21, + "learning_rate": 0.00040046340079440135, + "loss": 1.5641, + "theoretical_loss": 3.8535602726261864, + "tokens_seen": 579993600 + }, + { + "epoch": 0.21, + "learning_rate": 0.00039987232835256287, + "loss": 1.5549, + "theoretical_loss": 3.851283159896468, + "tokens_seen": 583270400 + }, + { + "epoch": 0.21, + "learning_rate": 0.00039928125591072444, + "loss": 1.5584, + "theoretical_loss": 3.8490223633156173, + "tokens_seen": 586547200 + }, + { + "epoch": 0.21, + "learning_rate": 0.00039869018346888596, + "loss": 1.5083, + "theoretical_loss": 3.846777675796974, + "tokens_seen": 589824000 + }, + { + "epoch": 0.21, + "learning_rate": 0.0003980991110270475, + "loss": 1.5641, + "theoretical_loss": 3.844548894014116, + "tokens_seen": 593100800 + }, + { + "epoch": 0.21, + "learning_rate": 0.000397508038585209, + "loss": 1.5583, + "theoretical_loss": 3.8423358183122582, + "tokens_seen": 596377600 + }, + { + "epoch": 0.21, + "learning_rate": 0.0003969169661433705, + "loss": 1.5336, + "theoretical_loss": 3.840138252622208, + "tokens_seen": 599654400 + }, + { + "epoch": 0.22, + "learning_rate": 0.00039632589370153205, + "loss": 1.5314, + "theoretical_loss": 3.837956004376799, + "tokens_seen": 602931200 + }, + { + "epoch": 0.22, + "learning_rate": 0.0003957348212596936, + "loss": 1.5399, + "theoretical_loss": 3.8357888844297094, + "tokens_seen": 606208000 + }, + { + "epoch": 0.22, + "learning_rate": 0.00039514374881785514, + "loss": 1.5222, + "theoretical_loss": 3.8336367069765958, + "tokens_seen": 609484800 + }, + { + "epoch": 0.22, + "learning_rate": 0.00039455267637601666, + "loss": 1.519, + "theoretical_loss": 3.8314992894784536, + "tokens_seen": 612761600 + }, + { + "epoch": 0.22, + "learning_rate": 0.0003939616039341782, + "loss": 1.5535, + "theoretical_loss": 3.829376452587134, + "tokens_seen": 616038400 + }, + { + "epoch": 0.22, + "learning_rate": 0.0003933705314923397, + "loss": 1.5592, + "theoretical_loss": 3.827268020072948, + "tokens_seen": 619315200 + }, + { + "epoch": 0.22, + "learning_rate": 0.0003927794590505012, + "loss": 1.5926, + "theoretical_loss": 3.8251738187542843, + "tokens_seen": 622592000 + }, + { + "epoch": 0.22, + "learning_rate": 0.00039218838660866275, + "loss": 1.4827, + "theoretical_loss": 3.8230936784291787, + "tokens_seen": 625868800 + }, + { + "epoch": 0.22, + "learning_rate": 0.0003915973141668243, + "loss": 1.5234, + "theoretical_loss": 3.8210274318087656, + "tokens_seen": 629145600 + }, + { + "epoch": 0.23, + "learning_rate": 0.00039100624172498584, + "loss": 1.505, + "theoretical_loss": 3.818974914452557, + "tokens_seen": 632422400 + }, + { + "epoch": 0.23, + "learning_rate": 0.00039041516928314736, + "loss": 1.5051, + "theoretical_loss": 3.8169359647054835, + "tokens_seen": 635699200 + }, + { + "epoch": 0.23, + "learning_rate": 0.0003898240968413089, + "loss": 1.5142, + "theoretical_loss": 3.8149104236366433, + "tokens_seen": 638976000 + }, + { + "epoch": 0.23, + "learning_rate": 0.0003892330243994704, + "loss": 1.4905, + "theoretical_loss": 3.8128981349797098, + "tokens_seen": 642252800 + }, + { + "epoch": 0.23, + "learning_rate": 0.0003886419519576319, + "loss": 1.5262, + "theoretical_loss": 3.8108989450749293, + "tokens_seen": 645529600 + }, + { + "epoch": 0.23, + "learning_rate": 0.0003880508795157935, + "loss": 1.5396, + "theoretical_loss": 3.8089127028126764, + "tokens_seen": 648806400 + }, + { + "epoch": 0.23, + "learning_rate": 0.000387459807073955, + "loss": 1.5459, + "theoretical_loss": 3.8069392595785083, + "tokens_seen": 652083200 + }, + { + "debugging/Self-BLEU-5": 0.5265375629586004, + "debugging/distinct-1-grams": 0.7435820408094715, + "debugging/distinct-2-grams": 0.9558103821233092, + "debugging/entropy-1-grams": 5.931434510687563, + "debugging/entropy-2-grams": 6.886416755326388, + "debugging/length": 521.9230769230769, + "debugging/num_segments": 13, + "epoch": 0.23, + "objective/train/aligned_token_count": 0.3504704236984253, + "objective/train/avg_token_score": 0.022748464718461037, + "objective/train/docs_used": 379091, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.335200548171997, + "objective/train/original_loss": 4.815954208374023, + "objective/train/theoretical_loss": 3.804978469199669, + "objective/train/tokens_used": 675820000, + "objective/train/unlikelihood_loss": 0.04292531684041023, + "theoretical_loss": 3.804978469199669, + "tokens_seen": 655360000 + }, + { + "epoch": 0.23, + "learning_rate": 0.00038686873463211654, + "loss": 1.5604, + "theoretical_loss": 3.804978469199669, + "tokens_seen": 655360000 + }, + { + "epoch": 0.24, + "learning_rate": 0.00038627766219027806, + "loss": 1.5451, + "theoretical_loss": 3.803030187893005, + "tokens_seen": 658636800 + }, + { + "epoch": 0.24, + "learning_rate": 0.0003856865897484396, + "loss": 1.5325, + "theoretical_loss": 3.8010942742142415, + "tokens_seen": 661913600 + }, + { + "epoch": 0.24, + "learning_rate": 0.0003850955173066011, + "loss": 1.5245, + "theoretical_loss": 3.799170589008585, + "tokens_seen": 665190400 + }, + { + "epoch": 0.24, + "learning_rate": 0.0003845044448647627, + "loss": 1.5241, + "theoretical_loss": 3.7972589953626006, + "tokens_seen": 668467200 + }, + { + "epoch": 0.24, + "learning_rate": 0.0003839133724229242, + "loss": 1.5572, + "theoretical_loss": 3.795359358557337, + "tokens_seen": 671744000 + }, + { + "epoch": 0.24, + "learning_rate": 0.0003833222999810857, + "loss": 1.5405, + "theoretical_loss": 3.79347154602265, + "tokens_seen": 675020800 + }, + { + "epoch": 0.24, + "learning_rate": 0.00038273122753924724, + "loss": 1.5708, + "theoretical_loss": 3.7915954272926955, + "tokens_seen": 678297600 + }, + { + "epoch": 0.24, + "learning_rate": 0.00038214015509740876, + "loss": 1.5325, + "theoretical_loss": 3.789730873962557, + "tokens_seen": 681574400 + }, + { + "epoch": 0.24, + "learning_rate": 0.00038154908265557023, + "loss": 1.4455, + "theoretical_loss": 3.787877759645963, + "tokens_seen": 684851200 + }, + { + "epoch": 0.25, + "learning_rate": 0.00038095801021373175, + "loss": 1.492, + "theoretical_loss": 3.7860359599340776, + "tokens_seen": 688128000 + }, + { + "epoch": 0.25, + "learning_rate": 0.0003803669377718933, + "loss": 1.5952, + "theoretical_loss": 3.784205352355321, + "tokens_seen": 691404800 + }, + { + "epoch": 0.25, + "learning_rate": 0.00037977586533005485, + "loss": 1.5912, + "theoretical_loss": 3.782385816336189, + "tokens_seen": 694681600 + }, + { + "epoch": 0.25, + "learning_rate": 0.00037918479288821637, + "loss": 1.5781, + "theoretical_loss": 3.7805772331630516, + "tokens_seen": 697958400 + }, + { + "epoch": 0.25, + "learning_rate": 0.0003785937204463779, + "loss": 1.5328, + "theoretical_loss": 3.7787794859448898, + "tokens_seen": 701235200 + }, + { + "epoch": 0.25, + "learning_rate": 0.0003780026480045394, + "loss": 1.5311, + "theoretical_loss": 3.7769924595769546, + "tokens_seen": 704512000 + }, + { + "epoch": 0.25, + "learning_rate": 0.00037741157556270093, + "loss": 1.5117, + "theoretical_loss": 3.7752160407053115, + "tokens_seen": 707788800 + }, + { + "epoch": 0.25, + "learning_rate": 0.0003768205031208625, + "loss": 1.5205, + "theoretical_loss": 3.7734501176922493, + "tokens_seen": 711065600 + }, + { + "epoch": 0.26, + "learning_rate": 0.000376229430679024, + "loss": 1.5291, + "theoretical_loss": 3.7716945805825337, + "tokens_seen": 714342400 + }, + { + "epoch": 0.26, + "learning_rate": 0.00037563835823718555, + "loss": 1.5385, + "theoretical_loss": 3.7699493210704667, + "tokens_seen": 717619200 + }, + { + "epoch": 0.26, + "learning_rate": 0.00037504728579534707, + "loss": 1.4824, + "theoretical_loss": 3.7682142324677455, + "tokens_seen": 720896000 + }, + { + "epoch": 0.26, + "learning_rate": 0.0003744562133535086, + "loss": 1.5445, + "theoretical_loss": 3.7664892096720886, + "tokens_seen": 724172800 + }, + { + "epoch": 0.26, + "learning_rate": 0.0003738651409116701, + "loss": 1.5027, + "theoretical_loss": 3.7647741491366067, + "tokens_seen": 727449600 + }, + { + "epoch": 0.26, + "learning_rate": 0.0003732740684698317, + "loss": 1.5255, + "theoretical_loss": 3.7630689488399027, + "tokens_seen": 730726400 + }, + { + "epoch": 0.26, + "learning_rate": 0.0003726829960279932, + "loss": 1.5109, + "theoretical_loss": 3.7613735082568764, + "tokens_seen": 734003200 + }, + { + "epoch": 0.26, + "learning_rate": 0.0003720919235861547, + "loss": 1.5496, + "theoretical_loss": 3.759687728330217, + "tokens_seen": 737280000 + }, + { + "epoch": 0.26, + "learning_rate": 0.00037150085114431625, + "loss": 1.5389, + "theoretical_loss": 3.75801151144256, + "tokens_seen": 740556800 + }, + { + "epoch": 0.27, + "learning_rate": 0.0003709216001513145, + "loss": 1.5425, + "theoretical_loss": 3.756344761389295, + "tokens_seen": 743833600 + }, + { + "epoch": 0.27, + "learning_rate": 0.00037033052770947604, + "loss": 1.5185, + "theoretical_loss": 3.754687383352003, + "tokens_seen": 747110400 + }, + { + "epoch": 0.27, + "learning_rate": 0.0003697394552676376, + "loss": 1.5102, + "theoretical_loss": 3.7530392838725097, + "tokens_seen": 750387200 + }, + { + "epoch": 0.27, + "learning_rate": 0.00036914838282579913, + "loss": 1.4951, + "theoretical_loss": 3.751400370827529, + "tokens_seen": 753664000 + }, + { + "epoch": 0.27, + "learning_rate": 0.00036855731038396065, + "loss": 1.4927, + "theoretical_loss": 3.749770553403895, + "tokens_seen": 756940800 + }, + { + "epoch": 0.27, + "learning_rate": 0.0003679662379421222, + "loss": 1.4834, + "theoretical_loss": 3.748149742074355, + "tokens_seen": 760217600 + }, + { + "epoch": 0.27, + "learning_rate": 0.0003673751655002837, + "loss": 1.5153, + "theoretical_loss": 3.746537848573908, + "tokens_seen": 763494400 + }, + { + "epoch": 0.27, + "learning_rate": 0.0003667840930584452, + "loss": 1.4942, + "theoretical_loss": 3.744934785876686, + "tokens_seen": 766771200 + }, + { + "epoch": 0.28, + "learning_rate": 0.00036619302061660674, + "loss": 1.5063, + "theoretical_loss": 3.7433404681733475, + "tokens_seen": 770048000 + }, + { + "epoch": 0.28, + "learning_rate": 0.0003656019481747683, + "loss": 1.4933, + "theoretical_loss": 3.7417548108489846, + "tokens_seen": 773324800 + }, + { + "epoch": 0.28, + "learning_rate": 0.00036501087573292983, + "loss": 1.506, + "theoretical_loss": 3.740177730461517, + "tokens_seen": 776601600 + }, + { + "epoch": 0.28, + "learning_rate": 0.00036441980329109135, + "loss": 1.5283, + "theoretical_loss": 3.73860914472057, + "tokens_seen": 779878400 + }, + { + "epoch": 0.28, + "learning_rate": 0.0003638287308492529, + "loss": 1.4958, + "theoretical_loss": 3.7370489724668197, + "tokens_seen": 783155200 + }, + { + "epoch": 0.28, + "learning_rate": 0.0003632376584074144, + "loss": 1.5108, + "theoretical_loss": 3.735497133651788, + "tokens_seen": 786432000 + }, + { + "epoch": 0.28, + "learning_rate": 0.0003626465859655759, + "loss": 1.538, + "theoretical_loss": 3.733953549318091, + "tokens_seen": 789708800 + }, + { + "epoch": 0.28, + "learning_rate": 0.0003620555135237375, + "loss": 1.5356, + "theoretical_loss": 3.7324181415801094, + "tokens_seen": 792985600 + }, + { + "epoch": 0.28, + "learning_rate": 0.000361464441081899, + "loss": 1.5407, + "theoretical_loss": 3.7308908336050814, + "tokens_seen": 796262400 + }, + { + "epoch": 0.29, + "learning_rate": 0.00036087336864006053, + "loss": 1.5173, + "theoretical_loss": 3.729371549594614, + "tokens_seen": 799539200 + }, + { + "epoch": 0.29, + "learning_rate": 0.00036028229619822205, + "loss": 1.5213, + "theoretical_loss": 3.7278602147665776, + "tokens_seen": 802816000 + }, + { + "epoch": 0.29, + "learning_rate": 0.0003596912237563836, + "loss": 1.5136, + "theoretical_loss": 3.726356755337407, + "tokens_seen": 806092800 + }, + { + "epoch": 0.29, + "learning_rate": 0.0003591001513145451, + "loss": 1.47, + "theoretical_loss": 3.724861098504767, + "tokens_seen": 809369600 + }, + { + "epoch": 0.29, + "learning_rate": 0.00035850907887270667, + "loss": 1.5481, + "theoretical_loss": 3.7233731724305974, + "tokens_seen": 812646400 + }, + { + "epoch": 0.29, + "learning_rate": 0.0003579180064308682, + "loss": 1.5137, + "theoretical_loss": 3.7218929062245105, + "tokens_seen": 815923200 + }, + { + "epoch": 0.29, + "objective/train/aligned_token_count": 0.4432734549045563, + "objective/train/avg_token_score": 0.009074240922927856, + "objective/train/docs_used": 471128, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.5172392129898071, + "objective/train/original_loss": 4.30383825302124, + "objective/train/theoretical_loss": 3.7204202299275475, + "objective/train/tokens_used": 839660000, + "objective/train/unlikelihood_loss": 0.0707290768623352, + "theoretical_loss": 3.7204202299275475, + "tokens_seen": 819200000 + }, + { + "epoch": 0.29, + "learning_rate": 0.0003573269339890297, + "loss": 1.5079, + "theoretical_loss": 3.7204202299275475, + "tokens_seen": 819200000 + }, + { + "epoch": 0.29, + "learning_rate": 0.00035673586154719123, + "loss": 1.5334, + "theoretical_loss": 3.7189550744962707, + "tokens_seen": 822476800 + }, + { + "epoch": 0.29, + "learning_rate": 0.00035614478910535275, + "loss": 1.5135, + "theoretical_loss": 3.717497371787192, + "tokens_seen": 825753600 + }, + { + "epoch": 0.3, + "learning_rate": 0.0003555537166635143, + "loss": 1.5284, + "theoretical_loss": 3.7160470545415274, + "tokens_seen": 829030400 + }, + { + "epoch": 0.3, + "learning_rate": 0.0003549626442216758, + "loss": 1.4813, + "theoretical_loss": 3.714604056370267, + "tokens_seen": 832307200 + }, + { + "epoch": 0.3, + "learning_rate": 0.00035437157177983737, + "loss": 1.4847, + "theoretical_loss": 3.713168311739558, + "tokens_seen": 835584000 + }, + { + "epoch": 0.3, + "learning_rate": 0.0003537804993379989, + "loss": 1.5102, + "theoretical_loss": 3.7117397559563843, + "tokens_seen": 838860800 + }, + { + "epoch": 0.3, + "learning_rate": 0.0003531894268961604, + "loss": 1.4839, + "theoretical_loss": 3.710318325154545, + "tokens_seen": 842137600 + }, + { + "epoch": 0.3, + "learning_rate": 0.00035259835445432193, + "loss": 1.5297, + "theoretical_loss": 3.7089039562809223, + "tokens_seen": 845414400 + }, + { + "epoch": 0.3, + "learning_rate": 0.00035200728201248345, + "loss": 1.5091, + "theoretical_loss": 3.7074965870820193, + "tokens_seen": 848691200 + }, + { + "epoch": 0.3, + "learning_rate": 0.000351416209570645, + "loss": 1.4913, + "theoretical_loss": 3.7060961560907857, + "tokens_seen": 851968000 + }, + { + "epoch": 0.31, + "learning_rate": 0.00035082513712880655, + "loss": 1.5366, + "theoretical_loss": 3.7047026026137, + "tokens_seen": 855244800 + }, + { + "epoch": 0.31, + "learning_rate": 0.00035023406468696807, + "loss": 1.4965, + "theoretical_loss": 3.7033158667181154, + "tokens_seen": 858521600 + }, + { + "epoch": 0.31, + "learning_rate": 0.0003496429922451296, + "loss": 1.5212, + "theoretical_loss": 3.701935889219863, + "tokens_seen": 861798400 + }, + { + "epoch": 0.31, + "learning_rate": 0.0003490519198032911, + "loss": 1.5212, + "theoretical_loss": 3.7005626116710966, + "tokens_seen": 865075200 + }, + { + "epoch": 0.31, + "learning_rate": 0.00034846084736145263, + "loss": 1.5229, + "theoretical_loss": 3.69919597634839, + "tokens_seen": 868352000 + }, + { + "epoch": 0.31, + "learning_rate": 0.00034786977491961415, + "loss": 1.5199, + "theoretical_loss": 3.6978359262410603, + "tokens_seen": 871628800 + }, + { + "epoch": 0.31, + "learning_rate": 0.00034727870247777573, + "loss": 1.5108, + "theoretical_loss": 3.6964824050397276, + "tokens_seen": 874905600 + }, + { + "epoch": 0.31, + "learning_rate": 0.000346699451484774, + "loss": 1.4647, + "theoretical_loss": 3.6951353571251015, + "tokens_seen": 878182400 + }, + { + "epoch": 0.31, + "learning_rate": 0.0003461083790429355, + "loss": 1.4852, + "theoretical_loss": 3.693794727556988, + "tokens_seen": 881459200 + }, + { + "epoch": 0.32, + "learning_rate": 0.00034551730660109704, + "loss": 1.4921, + "theoretical_loss": 3.692460462063506, + "tokens_seen": 884736000 + }, + { + "epoch": 0.32, + "learning_rate": 0.00034492623415925856, + "loss": 1.5273, + "theoretical_loss": 3.691132507030521, + "tokens_seen": 888012800 + }, + { + "epoch": 0.32, + "learning_rate": 0.0003443351617174201, + "loss": 1.5029, + "theoretical_loss": 3.6898108094912816, + "tokens_seen": 891289600 + }, + { + "epoch": 0.32, + "learning_rate": 0.0003437440892755816, + "loss": 1.4614, + "theoretical_loss": 3.6884953171162556, + "tokens_seen": 894566400 + }, + { + "epoch": 0.32, + "learning_rate": 0.0003431530168337432, + "loss": 1.474, + "theoretical_loss": 3.6871859782031624, + "tokens_seen": 897843200 + }, + { + "epoch": 0.32, + "learning_rate": 0.0003425619443919047, + "loss": 1.4795, + "theoretical_loss": 3.685882741667202, + "tokens_seen": 901120000 + }, + { + "epoch": 0.32, + "learning_rate": 0.0003419708719500662, + "loss": 1.4727, + "theoretical_loss": 3.684585557031461, + "tokens_seen": 904396800 + }, + { + "epoch": 0.32, + "learning_rate": 0.00034137979950822774, + "loss": 1.4769, + "theoretical_loss": 3.6832943744175126, + "tokens_seen": 907673600 + }, + { + "epoch": 0.33, + "learning_rate": 0.00034078872706638926, + "loss": 1.5173, + "theoretical_loss": 3.682009144536188, + "tokens_seen": 910950400 + }, + { + "epoch": 0.33, + "learning_rate": 0.0003401976546245508, + "loss": 1.5193, + "theoretical_loss": 3.680729818678526, + "tokens_seen": 914227200 + }, + { + "epoch": 0.33, + "learning_rate": 0.00033960658218271236, + "loss": 1.4737, + "theoretical_loss": 3.6794563487068936, + "tokens_seen": 917504000 + }, + { + "epoch": 0.33, + "learning_rate": 0.0003390155097408739, + "loss": 1.4972, + "theoretical_loss": 3.6781886870462692, + "tokens_seen": 920780800 + }, + { + "epoch": 0.33, + "learning_rate": 0.0003384244372990354, + "loss": 1.5335, + "theoretical_loss": 3.676926786675698, + "tokens_seen": 924057600 + }, + { + "epoch": 0.33, + "learning_rate": 0.0003378333648571969, + "loss": 1.5096, + "theoretical_loss": 3.6756706011198963, + "tokens_seen": 927334400 + }, + { + "epoch": 0.33, + "learning_rate": 0.00033724229241535844, + "loss": 1.483, + "theoretical_loss": 3.6744200844410217, + "tokens_seen": 930611200 + }, + { + "epoch": 0.33, + "learning_rate": 0.00033665121997351996, + "loss": 1.4676, + "theoretical_loss": 3.6731751912305914, + "tokens_seen": 933888000 + }, + { + "epoch": 0.33, + "learning_rate": 0.00033606014753168154, + "loss": 1.4933, + "theoretical_loss": 3.671935876601547, + "tokens_seen": 937164800 + }, + { + "epoch": 0.34, + "learning_rate": 0.00033546907508984306, + "loss": 1.4452, + "theoretical_loss": 3.6707020961804715, + "tokens_seen": 940441600 + }, + { + "epoch": 0.34, + "learning_rate": 0.0003348780026480046, + "loss": 1.4928, + "theoretical_loss": 3.6694738060999468, + "tokens_seen": 943718400 + }, + { + "epoch": 0.34, + "learning_rate": 0.0003342869302061661, + "loss": 1.4841, + "theoretical_loss": 3.668250962991049, + "tokens_seen": 946995200 + }, + { + "epoch": 0.34, + "learning_rate": 0.00033369585776432757, + "loss": 1.4887, + "theoretical_loss": 3.667033523975983, + "tokens_seen": 950272000 + }, + { + "epoch": 0.34, + "learning_rate": 0.0003331047853224891, + "loss": 1.5141, + "theoretical_loss": 3.66582144666085, + "tokens_seen": 953548800 + }, + { + "epoch": 0.34, + "learning_rate": 0.0003325137128806506, + "loss": 1.4972, + "theoretical_loss": 3.664614689128546, + "tokens_seen": 956825600 + }, + { + "epoch": 0.34, + "learning_rate": 0.0003319226404388122, + "loss": 1.4986, + "theoretical_loss": 3.6634132099317886, + "tokens_seen": 960102400 + }, + { + "epoch": 0.34, + "learning_rate": 0.0003313315679969737, + "loss": 1.461, + "theoretical_loss": 3.662216968086267, + "tokens_seen": 963379200 + }, + { + "epoch": 0.35, + "learning_rate": 0.0003307404955551352, + "loss": 1.4882, + "theoretical_loss": 3.6610259230639217, + "tokens_seen": 966656000 + }, + { + "epoch": 0.35, + "learning_rate": 0.00033014942311329675, + "loss": 1.4241, + "theoretical_loss": 3.659840034786333, + "tokens_seen": 969932800 + }, + { + "epoch": 0.35, + "learning_rate": 0.00032955835067145827, + "loss": 1.4232, + "theoretical_loss": 3.6586592636182376, + "tokens_seen": 973209600 + }, + { + "epoch": 0.35, + "learning_rate": 0.0003289672782296198, + "loss": 1.4193, + "theoretical_loss": 3.6574835703611566, + "tokens_seen": 976486400 + }, + { + "epoch": 0.35, + "learning_rate": 0.00032837620578778136, + "loss": 1.4464, + "theoretical_loss": 3.6563129162471313, + "tokens_seen": 979763200 + }, + { + "debugging/Self-BLEU-5": 0.4286046663919377, + "debugging/distinct-1-grams": 0.8147567798871364, + "debugging/distinct-2-grams": 0.9823269374342457, + "debugging/entropy-1-grams": 6.1671920556004824, + "debugging/entropy-2-grams": 6.947028138756313, + "debugging/length": 477.53333333333336, + "debugging/num_segments": 15, + "epoch": 0.35, + "objective/train/aligned_token_count": 0.41187071800231934, + "objective/train/avg_token_score": 0.020625250414013863, + "objective/train/docs_used": 560408, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.4003713130950928, + "objective/train/original_loss": 4.378409385681152, + "objective/train/theoretical_loss": 3.6551472629325787, + "objective/train/tokens_used": 1003500000, + "objective/train/unlikelihood_loss": 0.060329046100378036, + "theoretical_loss": 3.6551472629325787, + "tokens_seen": 983040000 + }, + { + "epoch": 0.35, + "learning_rate": 0.0003277851333459429, + "loss": 1.4406, + "theoretical_loss": 3.6551472629325787, + "tokens_seen": 983040000 + }, + { + "epoch": 0.35, + "learning_rate": 0.0003271940609041044, + "loss": 1.4229, + "theoretical_loss": 3.653986572492247, + "tokens_seen": 986316800 + }, + { + "epoch": 0.35, + "learning_rate": 0.0003266029884622659, + "loss": 1.4242, + "theoretical_loss": 3.65283080741328, + "tokens_seen": 989593600 + }, + { + "epoch": 0.35, + "learning_rate": 0.00032601191602042745, + "loss": 1.487, + "theoretical_loss": 3.6516799305893866, + "tokens_seen": 992870400 + }, + { + "epoch": 0.36, + "learning_rate": 0.00032542084357858897, + "loss": 1.4475, + "theoretical_loss": 3.6505339053151076, + "tokens_seen": 996147200 + }, + { + "epoch": 0.36, + "learning_rate": 0.00032482977113675054, + "loss": 1.4483, + "theoretical_loss": 3.649392695280186, + "tokens_seen": 999424000 + }, + { + "epoch": 0.36, + "learning_rate": 0.00032423869869491206, + "loss": 1.4514, + "theoretical_loss": 3.6482562645640337, + "tokens_seen": 1002700800 + }, + { + "epoch": 0.36, + "learning_rate": 0.0003236476262530736, + "loss": 1.4288, + "theoretical_loss": 3.6471245776302883, + "tokens_seen": 1005977600 + }, + { + "epoch": 0.36, + "learning_rate": 0.0003230565538112351, + "loss": 1.4819, + "theoretical_loss": 3.6459975993214724, + "tokens_seen": 1009254400 + }, + { + "epoch": 0.36, + "learning_rate": 0.0003224773028182334, + "loss": 1.4347, + "theoretical_loss": 3.6448752948537377, + "tokens_seen": 1012531200 + }, + { + "epoch": 0.36, + "learning_rate": 0.0003218862303763949, + "loss": 1.4786, + "theoretical_loss": 3.6437576298116996, + "tokens_seen": 1015808000 + }, + { + "epoch": 0.36, + "learning_rate": 0.00032129515793455647, + "loss": 1.4922, + "theoretical_loss": 3.6426445701433607, + "tokens_seen": 1019084800 + }, + { + "epoch": 0.37, + "learning_rate": 0.000320704085492718, + "loss": 1.4672, + "theoretical_loss": 3.6415360821551226, + "tokens_seen": 1022361600 + }, + { + "epoch": 0.37, + "learning_rate": 0.0003201130130508795, + "loss": 1.474, + "theoretical_loss": 3.6404321325068754, + "tokens_seen": 1025638400 + }, + { + "epoch": 0.37, + "learning_rate": 0.00031952194060904103, + "loss": 1.4747, + "theoretical_loss": 3.639332688207178, + "tokens_seen": 1028915200 + }, + { + "epoch": 0.37, + "learning_rate": 0.00031893086816720255, + "loss": 1.4964, + "theoretical_loss": 3.6382377166085096, + "tokens_seen": 1032192000 + }, + { + "epoch": 0.37, + "learning_rate": 0.0003183397957253641, + "loss": 1.5124, + "theoretical_loss": 3.6371471854026147, + "tokens_seen": 1035468800 + }, + { + "epoch": 0.37, + "learning_rate": 0.0003177487232835256, + "loss": 1.5198, + "theoretical_loss": 3.6360610626159087, + "tokens_seen": 1038745600 + }, + { + "epoch": 0.37, + "learning_rate": 0.00031715765084168717, + "loss": 1.4836, + "theoretical_loss": 3.634979316604973, + "tokens_seen": 1042022400 + }, + { + "epoch": 0.37, + "learning_rate": 0.0003165665783998487, + "loss": 1.4681, + "theoretical_loss": 3.6339019160521198, + "tokens_seen": 1045299200 + }, + { + "epoch": 0.37, + "learning_rate": 0.0003159755059580102, + "loss": 1.4937, + "theoretical_loss": 3.632828829961029, + "tokens_seen": 1048576000 + }, + { + "epoch": 0.38, + "learning_rate": 0.00031538443351617173, + "loss": 1.4897, + "theoretical_loss": 3.631760027652461, + "tokens_seen": 1051852800 + }, + { + "epoch": 0.38, + "learning_rate": 0.00031479336107433325, + "loss": 1.5408, + "theoretical_loss": 3.630695478760034, + "tokens_seen": 1055129600 + }, + { + "epoch": 0.38, + "learning_rate": 0.0003142022886324948, + "loss": 1.5123, + "theoretical_loss": 3.6296351532260767, + "tokens_seen": 1058406400 + }, + { + "epoch": 0.38, + "learning_rate": 0.00031361121619065635, + "loss": 1.5042, + "theoretical_loss": 3.6285790212975435, + "tokens_seen": 1061683200 + }, + { + "epoch": 0.38, + "learning_rate": 0.00031302014374881787, + "loss": 1.5175, + "theoretical_loss": 3.6275270535220008, + "tokens_seen": 1064960000 + }, + { + "epoch": 0.38, + "learning_rate": 0.0003124290713069794, + "loss": 1.4928, + "theoretical_loss": 3.626479220743673, + "tokens_seen": 1068236800 + }, + { + "epoch": 0.38, + "learning_rate": 0.0003118379988651409, + "loss": 1.4871, + "theoretical_loss": 3.6254354940995586, + "tokens_seen": 1071513600 + }, + { + "epoch": 0.38, + "learning_rate": 0.00031124692642330243, + "loss": 1.4979, + "theoretical_loss": 3.624395845015602, + "tokens_seen": 1074790400 + }, + { + "epoch": 0.39, + "learning_rate": 0.00031065585398146395, + "loss": 1.4906, + "theoretical_loss": 3.6233602452029348, + "tokens_seen": 1078067200 + }, + { + "epoch": 0.39, + "learning_rate": 0.00031006478153962553, + "loss": 1.5379, + "theoretical_loss": 3.6223286666541683, + "tokens_seen": 1081344000 + }, + { + "epoch": 0.39, + "learning_rate": 0.00030947370909778705, + "loss": 1.5138, + "theoretical_loss": 3.621301081639753, + "tokens_seen": 1084620800 + }, + { + "epoch": 0.39, + "learning_rate": 0.00030888263665594857, + "loss": 1.518, + "theoretical_loss": 3.6202774627043923, + "tokens_seen": 1087897600 + }, + { + "epoch": 0.39, + "learning_rate": 0.0003082915642141101, + "loss": 1.5085, + "theoretical_loss": 3.619257782663513, + "tokens_seen": 1091174400 + }, + { + "epoch": 0.39, + "learning_rate": 0.0003077004917722716, + "loss": 1.5167, + "theoretical_loss": 3.618242014599793, + "tokens_seen": 1094451200 + }, + { + "epoch": 0.39, + "learning_rate": 0.00030710941933043313, + "loss": 1.5158, + "theoretical_loss": 3.617230131859743, + "tokens_seen": 1097728000 + }, + { + "epoch": 0.39, + "learning_rate": 0.00030651834688859465, + "loss": 1.5032, + "theoretical_loss": 3.6162221080503416, + "tokens_seen": 1101004800 + }, + { + "epoch": 0.39, + "learning_rate": 0.00030592727444675623, + "loss": 1.4688, + "theoretical_loss": 3.615217917035726, + "tokens_seen": 1104281600 + }, + { + "epoch": 0.4, + "learning_rate": 0.00030533620200491775, + "loss": 1.4817, + "theoretical_loss": 3.614217532933929, + "tokens_seen": 1107558400 + }, + { + "epoch": 0.4, + "learning_rate": 0.00030474512956307927, + "loss": 1.4873, + "theoretical_loss": 3.6132209301136715, + "tokens_seen": 1110835200 + }, + { + "epoch": 0.4, + "learning_rate": 0.0003041540571212408, + "loss": 1.4963, + "theoretical_loss": 3.612228083191205, + "tokens_seen": 1114112000 + }, + { + "epoch": 0.4, + "learning_rate": 0.0003035629846794023, + "loss": 1.5406, + "theoretical_loss": 3.611238967027199, + "tokens_seen": 1117388800 + }, + { + "epoch": 0.4, + "learning_rate": 0.00030297191223756383, + "loss": 1.4879, + "theoretical_loss": 3.610253556723679, + "tokens_seen": 1120665600 + }, + { + "epoch": 0.4, + "learning_rate": 0.0003023808397957254, + "loss": 1.4971, + "theoretical_loss": 3.609271827621014, + "tokens_seen": 1123942400 + }, + { + "epoch": 0.4, + "learning_rate": 0.00030178976735388693, + "loss": 1.5014, + "theoretical_loss": 3.6082937552949463, + "tokens_seen": 1127219200 + }, + { + "epoch": 0.4, + "learning_rate": 0.00030119869491204845, + "loss": 1.4862, + "theoretical_loss": 3.607319315553669, + "tokens_seen": 1130496000 + }, + { + "epoch": 0.4, + "learning_rate": 0.00030060762247020997, + "loss": 1.4379, + "theoretical_loss": 3.6063484844349456, + "tokens_seen": 1133772800 + }, + { + "epoch": 0.41, + "learning_rate": 0.0003000165500283715, + "loss": 1.4522, + "theoretical_loss": 3.605381238203279, + "tokens_seen": 1137049600 + }, + { + "epoch": 0.41, + "learning_rate": 0.000299425477586533, + "loss": 1.4868, + "theoretical_loss": 3.604417553347117, + "tokens_seen": 1140326400 + }, + { + "epoch": 0.41, + "learning_rate": 0.0002988344051446946, + "loss": 1.4577, + "theoretical_loss": 3.603457406576106, + "tokens_seen": 1143603200 + }, + { + "epoch": 0.41, + "objective/train/aligned_token_count": 0.40093475580215454, + "objective/train/avg_token_score": 0.022879082709550858, + "objective/train/docs_used": 649861, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.3152453899383545, + "objective/train/original_loss": 4.717131614685059, + "objective/train/theoretical_loss": 3.602500774818379, + "objective/train/tokens_used": 1167340000, + "objective/train/unlikelihood_loss": 0.05485496297478676, + "theoretical_loss": 3.602500774818379, + "tokens_seen": 1146880000 + }, + { + "epoch": 0.41, + "learning_rate": 0.00029825515415169286, + "loss": 1.4531, + "theoretical_loss": 3.602500774818379, + "tokens_seen": 1146880000 + }, + { + "epoch": 0.41, + "learning_rate": 0.0002976640817098544, + "loss": 1.5139, + "theoretical_loss": 3.601547635217892, + "tokens_seen": 1150156800 + }, + { + "epoch": 0.41, + "learning_rate": 0.0002970730092680159, + "loss": 1.4711, + "theoretical_loss": 3.6005979651317976, + "tokens_seen": 1153433600 + }, + { + "epoch": 0.41, + "learning_rate": 0.0002964819368261774, + "loss": 1.4994, + "theoretical_loss": 3.599651742127855, + "tokens_seen": 1156710400 + }, + { + "epoch": 0.41, + "learning_rate": 0.00029589086438433894, + "loss": 1.5085, + "theoretical_loss": 3.5987089439818805, + "tokens_seen": 1159987200 + }, + { + "epoch": 0.42, + "learning_rate": 0.0002952997919425005, + "loss": 1.5031, + "theoretical_loss": 3.5977695486752426, + "tokens_seen": 1163264000 + }, + { + "epoch": 0.42, + "learning_rate": 0.00029470871950066204, + "loss": 1.4878, + "theoretical_loss": 3.596833534392379, + "tokens_seen": 1166540800 + }, + { + "epoch": 0.42, + "learning_rate": 0.00029411764705882356, + "loss": 1.4909, + "theoretical_loss": 3.595900879518368, + "tokens_seen": 1169817600 + }, + { + "epoch": 0.42, + "learning_rate": 0.0002935265746169851, + "loss": 1.4758, + "theoretical_loss": 3.594971562636521, + "tokens_seen": 1173094400 + }, + { + "epoch": 0.42, + "learning_rate": 0.0002929355021751466, + "loss": 1.439, + "theoretical_loss": 3.5940455625260226, + "tokens_seen": 1176371200 + }, + { + "epoch": 0.42, + "learning_rate": 0.0002923444297333081, + "loss": 1.4844, + "theoretical_loss": 3.5931228581595938, + "tokens_seen": 1179648000 + }, + { + "epoch": 0.42, + "learning_rate": 0.00029175335729146964, + "loss": 1.4677, + "theoretical_loss": 3.5922034287011995, + "tokens_seen": 1182924800 + }, + { + "epoch": 0.42, + "learning_rate": 0.0002911622848496312, + "loss": 1.4536, + "theoretical_loss": 3.5912872535037828, + "tokens_seen": 1186201600 + }, + { + "epoch": 0.42, + "learning_rate": 0.00029057121240779274, + "loss": 1.5246, + "theoretical_loss": 3.590374312107035, + "tokens_seen": 1189478400 + }, + { + "epoch": 0.43, + "learning_rate": 0.00028998013996595426, + "loss": 1.5373, + "theoretical_loss": 3.5894645842351993, + "tokens_seen": 1192755200 + }, + { + "epoch": 0.43, + "learning_rate": 0.0002893890675241158, + "loss": 1.5291, + "theoretical_loss": 3.588558049794902, + "tokens_seen": 1196032000 + }, + { + "epoch": 0.43, + "learning_rate": 0.0002887979950822773, + "loss": 1.4817, + "theoretical_loss": 3.5876546888730187, + "tokens_seen": 1199308800 + }, + { + "epoch": 0.43, + "learning_rate": 0.0002882069226404388, + "loss": 1.4989, + "theoretical_loss": 3.5867544817345713, + "tokens_seen": 1202585600 + }, + { + "epoch": 0.43, + "learning_rate": 0.0002876158501986004, + "loss": 1.5032, + "theoretical_loss": 3.585857408820652, + "tokens_seen": 1205862400 + }, + { + "epoch": 0.43, + "learning_rate": 0.0002870247777567619, + "loss": 1.502, + "theoretical_loss": 3.58496345074638, + "tokens_seen": 1209139200 + }, + { + "epoch": 0.43, + "learning_rate": 0.00028643370531492344, + "loss": 1.5109, + "theoretical_loss": 3.5840725882988873, + "tokens_seen": 1212416000 + }, + { + "epoch": 0.43, + "learning_rate": 0.0002858426328730849, + "loss": 1.4436, + "theoretical_loss": 3.5831848024353317, + "tokens_seen": 1215692800 + }, + { + "epoch": 0.44, + "learning_rate": 0.0002852515604312464, + "loss": 1.4737, + "theoretical_loss": 3.5823000742809374, + "tokens_seen": 1218969600 + }, + { + "epoch": 0.44, + "learning_rate": 0.00028466048798940794, + "loss": 1.4855, + "theoretical_loss": 3.5814183851270673, + "tokens_seen": 1222246400 + }, + { + "epoch": 0.44, + "learning_rate": 0.0002840694155475695, + "loss": 1.4717, + "theoretical_loss": 3.5805397164293167, + "tokens_seen": 1225523200 + }, + { + "epoch": 0.44, + "learning_rate": 0.00028347834310573104, + "loss": 1.4701, + "theoretical_loss": 3.5796640498056407, + "tokens_seen": 1228800000 + }, + { + "epoch": 0.44, + "learning_rate": 0.00028288727066389256, + "loss": 1.4853, + "theoretical_loss": 3.5787913670345013, + "tokens_seen": 1232076800 + }, + { + "epoch": 0.44, + "learning_rate": 0.0002822961982220541, + "loss": 1.4906, + "theoretical_loss": 3.577921650053045, + "tokens_seen": 1235353600 + }, + { + "epoch": 0.44, + "learning_rate": 0.0002817051257802156, + "loss": 1.5013, + "theoretical_loss": 3.577054880955303, + "tokens_seen": 1238630400 + }, + { + "epoch": 0.44, + "learning_rate": 0.0002811140533383771, + "loss": 1.4887, + "theoretical_loss": 3.5761910419904193, + "tokens_seen": 1241907200 + }, + { + "epoch": 0.44, + "learning_rate": 0.00028052298089653864, + "loss": 1.5223, + "theoretical_loss": 3.5753301155609014, + "tokens_seen": 1245184000 + }, + { + "epoch": 0.45, + "learning_rate": 0.0002799319084547002, + "loss": 1.4843, + "theoretical_loss": 3.574472084220896, + "tokens_seen": 1248460800 + }, + { + "epoch": 0.45, + "learning_rate": 0.00027934083601286174, + "loss": 1.4778, + "theoretical_loss": 3.5736169306744885, + "tokens_seen": 1251737600 + }, + { + "epoch": 0.45, + "learning_rate": 0.00027874976357102326, + "loss": 1.45, + "theoretical_loss": 3.572764637774024, + "tokens_seen": 1255014400 + }, + { + "epoch": 0.45, + "learning_rate": 0.0002781586911291848, + "loss": 1.4591, + "theoretical_loss": 3.571915188518457, + "tokens_seen": 1258291200 + }, + { + "epoch": 0.45, + "learning_rate": 0.0002775676186873463, + "loss": 1.4626, + "theoretical_loss": 3.571068566051716, + "tokens_seen": 1261568000 + }, + { + "epoch": 0.45, + "learning_rate": 0.0002769765462455078, + "loss": 1.5087, + "theoretical_loss": 3.5702247536610976, + "tokens_seen": 1264844800 + }, + { + "epoch": 0.45, + "learning_rate": 0.0002763854738036694, + "loss": 1.5145, + "theoretical_loss": 3.5693837347756783, + "tokens_seen": 1268121600 + }, + { + "epoch": 0.45, + "learning_rate": 0.0002757944013618309, + "loss": 1.446, + "theoretical_loss": 3.5685454929647475, + "tokens_seen": 1271398400 + }, + { + "epoch": 0.46, + "learning_rate": 0.00027520332891999244, + "loss": 1.478, + "theoretical_loss": 3.5677100119362675, + "tokens_seen": 1274675200 + }, + { + "epoch": 0.46, + "learning_rate": 0.00027461225647815396, + "loss": 1.4301, + "theoretical_loss": 3.566877275535345, + "tokens_seen": 1277952000 + }, + { + "epoch": 0.46, + "learning_rate": 0.00027403300548515223, + "loss": 1.4381, + "theoretical_loss": 3.566047267742733, + "tokens_seen": 1281228800 + }, + { + "epoch": 0.46, + "learning_rate": 0.00027344193304331375, + "loss": 1.4561, + "theoretical_loss": 3.5652199726733453, + "tokens_seen": 1284505600 + }, + { + "epoch": 0.46, + "learning_rate": 0.00027285086060147533, + "loss": 1.4529, + "theoretical_loss": 3.564395374574796, + "tokens_seen": 1287782400 + }, + { + "epoch": 0.46, + "learning_rate": 0.00027225978815963685, + "loss": 1.4765, + "theoretical_loss": 3.5635734578259557, + "tokens_seen": 1291059200 + }, + { + "epoch": 0.46, + "learning_rate": 0.00027166871571779837, + "loss": 1.4744, + "theoretical_loss": 3.5627542069355282, + "tokens_seen": 1294336000 + }, + { + "epoch": 0.46, + "learning_rate": 0.0002710776432759599, + "loss": 1.4313, + "theoretical_loss": 3.5619376065406474, + "tokens_seen": 1297612800 + }, + { + "epoch": 0.46, + "learning_rate": 0.0002704865708341214, + "loss": 1.4544, + "theoretical_loss": 3.5611236414054868, + "tokens_seen": 1300889600 + }, + { + "epoch": 0.47, + "learning_rate": 0.00026989549839228293, + "loss": 1.4612, + "theoretical_loss": 3.560312296419899, + "tokens_seen": 1304166400 + }, + { + "epoch": 0.47, + "learning_rate": 0.00026930442595044445, + "loss": 1.4676, + "theoretical_loss": 3.55950355659806, + "tokens_seen": 1307443200 + }, + { + "debugging/Self-BLEU-5": 0.49020908264157476, + "debugging/distinct-1-grams": 0.768901113497886, + "debugging/distinct-2-grams": 0.9428782333551957, + "debugging/entropy-1-grams": 6.085999550681761, + "debugging/entropy-2-grams": 7.0033060167714964, + "debugging/length": 490.2352941176471, + "debugging/num_segments": 17, + "epoch": 0.47, + "objective/train/aligned_token_count": 0.4558895528316498, + "objective/train/avg_token_score": 0.020577482879161835, + "objective/train/docs_used": 741674, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.4862196445465088, + "objective/train/original_loss": 4.171820163726807, + "objective/train/theoretical_loss": 3.558697407077142, + "objective/train/tokens_used": 1331180000, + "objective/train/unlikelihood_loss": 0.06883184611797333, + "theoretical_loss": 3.558697407077142, + "tokens_seen": 1310720000 + }, + { + "epoch": 0.47, + "learning_rate": 0.00026871335350860603, + "loss": 1.4542, + "theoretical_loss": 3.558697407077142, + "tokens_seen": 1310720000 + }, + { + "epoch": 0.47, + "learning_rate": 0.00026812228106676755, + "loss": 1.4879, + "theoretical_loss": 3.5578938331159975, + "tokens_seen": 1313996800 + }, + { + "epoch": 0.47, + "learning_rate": 0.00026753120862492907, + "loss": 1.4622, + "theoretical_loss": 3.557092820093863, + "tokens_seen": 1317273600 + }, + { + "epoch": 0.47, + "learning_rate": 0.0002669401361830906, + "loss": 1.5093, + "theoretical_loss": 3.556294353509079, + "tokens_seen": 1320550400 + }, + { + "epoch": 0.47, + "learning_rate": 0.0002663490637412521, + "loss": 1.4793, + "theoretical_loss": 3.555498418977828, + "tokens_seen": 1323827200 + }, + { + "epoch": 0.47, + "learning_rate": 0.00026575799129941363, + "loss": 1.463, + "theoretical_loss": 3.5547050022328874, + "tokens_seen": 1327104000 + }, + { + "epoch": 0.48, + "learning_rate": 0.0002651669188575752, + "loss": 1.4461, + "theoretical_loss": 3.553914089122399, + "tokens_seen": 1330380800 + }, + { + "epoch": 0.48, + "learning_rate": 0.00026457584641573673, + "loss": 1.4654, + "theoretical_loss": 3.553125665608655, + "tokens_seen": 1333657600 + }, + { + "epoch": 0.48, + "learning_rate": 0.00026398477397389825, + "loss": 1.4441, + "theoretical_loss": 3.5523397177669005, + "tokens_seen": 1336934400 + }, + { + "epoch": 0.48, + "learning_rate": 0.00026339370153205977, + "loss": 1.4948, + "theoretical_loss": 3.551556231784149, + "tokens_seen": 1340211200 + }, + { + "epoch": 0.48, + "learning_rate": 0.0002628026290902213, + "loss": 1.4395, + "theoretical_loss": 3.5507751939580148, + "tokens_seen": 1343488000 + }, + { + "epoch": 0.48, + "learning_rate": 0.0002622115566483828, + "loss": 1.4639, + "theoretical_loss": 3.5499965906955606, + "tokens_seen": 1346764800 + }, + { + "epoch": 0.48, + "learning_rate": 0.0002616204842065444, + "loss": 1.487, + "theoretical_loss": 3.549220408512161, + "tokens_seen": 1350041600 + }, + { + "epoch": 0.48, + "learning_rate": 0.0002610294117647059, + "loss": 1.4795, + "theoretical_loss": 3.5484466340303755, + "tokens_seen": 1353318400 + }, + { + "epoch": 0.48, + "learning_rate": 0.00026043833932286743, + "loss": 1.4466, + "theoretical_loss": 3.547675253978843, + "tokens_seen": 1356595200 + }, + { + "epoch": 0.49, + "learning_rate": 0.00025984726688102895, + "loss": 1.5098, + "theoretical_loss": 3.5469062551911854, + "tokens_seen": 1359872000 + }, + { + "epoch": 0.49, + "learning_rate": 0.00025925619443919047, + "loss": 1.5321, + "theoretical_loss": 3.5461396246049244, + "tokens_seen": 1363148800 + }, + { + "epoch": 0.49, + "learning_rate": 0.000258665121997352, + "loss": 1.5263, + "theoretical_loss": 3.545375349260419, + "tokens_seen": 1366425600 + }, + { + "epoch": 0.49, + "learning_rate": 0.0002580740495555135, + "loss": 1.5072, + "theoretical_loss": 3.544613416299808, + "tokens_seen": 1369702400 + }, + { + "epoch": 0.49, + "learning_rate": 0.0002574829771136751, + "loss": 1.4847, + "theoretical_loss": 3.5438538129659687, + "tokens_seen": 1372979200 + }, + { + "epoch": 0.49, + "learning_rate": 0.0002568919046718366, + "loss": 1.4943, + "theoretical_loss": 3.5430965266014933, + "tokens_seen": 1376256000 + }, + { + "epoch": 0.49, + "learning_rate": 0.00025630083222999813, + "loss": 1.4781, + "theoretical_loss": 3.5423415446476705, + "tokens_seen": 1379532800 + }, + { + "epoch": 0.49, + "learning_rate": 0.00025570975978815965, + "loss": 1.4437, + "theoretical_loss": 3.541588854643487, + "tokens_seen": 1382809600 + }, + { + "epoch": 0.5, + "learning_rate": 0.00025511868734632117, + "loss": 1.4702, + "theoretical_loss": 3.5408384442246343, + "tokens_seen": 1386086400 + }, + { + "epoch": 0.5, + "learning_rate": 0.0002545276149044827, + "loss": 1.4422, + "theoretical_loss": 3.540090301122535, + "tokens_seen": 1389363200 + }, + { + "epoch": 0.5, + "learning_rate": 0.00025393654246264426, + "loss": 1.4321, + "theoretical_loss": 3.5393444131633762, + "tokens_seen": 1392640000 + }, + { + "epoch": 0.5, + "learning_rate": 0.0002533454700208058, + "loss": 1.4792, + "theoretical_loss": 3.5386007682671576, + "tokens_seen": 1395916800 + }, + { + "epoch": 0.5, + "learning_rate": 0.0002527543975789673, + "loss": 1.4551, + "theoretical_loss": 3.5378593544467494, + "tokens_seen": 1399193600 + }, + { + "epoch": 0.5, + "learning_rate": 0.00025216332513712883, + "loss": 1.4662, + "theoretical_loss": 3.537120159806962, + "tokens_seen": 1402470400 + }, + { + "epoch": 0.5, + "learning_rate": 0.00025157225269529035, + "loss": 1.4785, + "theoretical_loss": 3.5363831725436317, + "tokens_seen": 1405747200 + }, + { + "epoch": 0.5, + "learning_rate": 0.00025098118025345187, + "loss": 1.4752, + "theoretical_loss": 3.5356483809427104, + "tokens_seen": 1409024000 + }, + { + "epoch": 0.5, + "learning_rate": 0.00025039010781161344, + "loss": 1.4628, + "theoretical_loss": 3.53491577337937, + "tokens_seen": 1412300800 + }, + { + "epoch": 0.51, + "learning_rate": 0.0002497990353697749, + "loss": 1.4567, + "theoretical_loss": 3.5341853383171205, + "tokens_seen": 1415577600 + }, + { + "epoch": 0.51, + "learning_rate": 0.0002492079629279365, + "loss": 1.4643, + "theoretical_loss": 3.5334570643069325, + "tokens_seen": 1418854400 + }, + { + "epoch": 0.51, + "learning_rate": 0.000248616890486098, + "loss": 1.457, + "theoretical_loss": 3.5327309399863767, + "tokens_seen": 1422131200 + }, + { + "epoch": 0.51, + "learning_rate": 0.00024802581804425947, + "loss": 1.4801, + "theoretical_loss": 3.5320069540787706, + "tokens_seen": 1425408000 + }, + { + "epoch": 0.51, + "learning_rate": 0.00024743474560242105, + "loss": 1.4674, + "theoretical_loss": 3.531285095392335, + "tokens_seen": 1428684800 + }, + { + "epoch": 0.51, + "learning_rate": 0.00024684367316058257, + "loss": 1.4647, + "theoretical_loss": 3.5305653528193623, + "tokens_seen": 1431961600 + }, + { + "epoch": 0.51, + "learning_rate": 0.0002462526007187441, + "loss": 1.4605, + "theoretical_loss": 3.5298477153353955, + "tokens_seen": 1435238400 + }, + { + "epoch": 0.51, + "learning_rate": 0.0002456733497257424, + "loss": 1.4482, + "theoretical_loss": 3.5291321719984134, + "tokens_seen": 1438515200 + }, + { + "epoch": 0.51, + "learning_rate": 0.00024508227728390394, + "loss": 1.4702, + "theoretical_loss": 3.5284187119480315, + "tokens_seen": 1441792000 + }, + { + "epoch": 0.52, + "learning_rate": 0.00024449120484206546, + "loss": 1.4459, + "theoretical_loss": 3.527707324404704, + "tokens_seen": 1445068800 + }, + { + "epoch": 0.52, + "learning_rate": 0.00024390013240022698, + "loss": 1.4525, + "theoretical_loss": 3.5269979986689464, + "tokens_seen": 1448345600 + }, + { + "epoch": 0.52, + "learning_rate": 0.0002433090599583885, + "loss": 1.4723, + "theoretical_loss": 3.5262907241205568, + "tokens_seen": 1451622400 + }, + { + "epoch": 0.52, + "learning_rate": 0.00024271798751655002, + "loss": 1.4657, + "theoretical_loss": 3.5255854902178534, + "tokens_seen": 1454899200 + }, + { + "epoch": 0.52, + "learning_rate": 0.00024212691507471157, + "loss": 1.4391, + "theoretical_loss": 3.524882286496917, + "tokens_seen": 1458176000 + }, + { + "epoch": 0.52, + "learning_rate": 0.0002415358426328731, + "loss": 1.4652, + "theoretical_loss": 3.524181102570846, + "tokens_seen": 1461452800 + }, + { + "epoch": 0.52, + "learning_rate": 0.0002409447701910346, + "loss": 1.4422, + "theoretical_loss": 3.5234819281290166, + "tokens_seen": 1464729600 + }, + { + "epoch": 0.52, + "learning_rate": 0.00024035369774919616, + "loss": 1.4713, + "theoretical_loss": 3.5227847529363547, + "tokens_seen": 1468006400 + }, + { + "epoch": 0.53, + "learning_rate": 0.00023976262530735768, + "loss": 1.4807, + "theoretical_loss": 3.522089566832615, + "tokens_seen": 1471283200 + }, + { + "epoch": 0.53, + "objective/train/aligned_token_count": 0.3960471749305725, + "objective/train/avg_token_score": 0.030484912917017937, + "objective/train/docs_used": 835915, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.3865476846694946, + "objective/train/original_loss": 4.778916358947754, + "objective/train/theoretical_loss": 3.521396359731668, + "objective/train/tokens_used": 1495020000, + "objective/train/unlikelihood_loss": 0.047592658549547195, + "theoretical_loss": 3.521396359731668, + "tokens_seen": 1474560000 + }, + { + "epoch": 0.53, + "learning_rate": 0.0002391715528655192, + "loss": 1.4471, + "theoretical_loss": 3.521396359731668, + "tokens_seen": 1474560000 + }, + { + "epoch": 0.53, + "learning_rate": 0.00023858048042368072, + "loss": 1.4694, + "theoretical_loss": 3.520705121620797, + "tokens_seen": 1477836800 + }, + { + "epoch": 0.53, + "learning_rate": 0.00023798940798184227, + "loss": 1.4115, + "theoretical_loss": 3.520015842560001, + "tokens_seen": 1481113600 + }, + { + "epoch": 0.53, + "learning_rate": 0.0002373983355400038, + "loss": 1.4495, + "theoretical_loss": 3.5193285126813105, + "tokens_seen": 1484390400 + }, + { + "epoch": 0.53, + "learning_rate": 0.0002368072630981653, + "loss": 1.4748, + "theoretical_loss": 3.5186431221881023, + "tokens_seen": 1487667200 + }, + { + "epoch": 0.53, + "learning_rate": 0.00023621619065632686, + "loss": 1.4582, + "theoretical_loss": 3.517959661354433, + "tokens_seen": 1490944000 + }, + { + "epoch": 0.53, + "learning_rate": 0.00023562511821448838, + "loss": 1.4659, + "theoretical_loss": 3.517278120524372, + "tokens_seen": 1494220800 + }, + { + "epoch": 0.53, + "learning_rate": 0.0002350340457726499, + "loss": 1.4857, + "theoretical_loss": 3.516598490111348, + "tokens_seen": 1497497600 + }, + { + "epoch": 0.54, + "learning_rate": 0.00023444297333081145, + "loss": 1.4845, + "theoretical_loss": 3.515920760597498, + "tokens_seen": 1500774400 + }, + { + "epoch": 0.54, + "learning_rate": 0.00023385190088897297, + "loss": 1.4494, + "theoretical_loss": 3.515244922533025, + "tokens_seen": 1504051200 + }, + { + "epoch": 0.54, + "learning_rate": 0.0002332608284471345, + "loss": 1.4608, + "theoretical_loss": 3.514570966535569, + "tokens_seen": 1507328000 + }, + { + "epoch": 0.54, + "learning_rate": 0.00023266975600529604, + "loss": 1.4626, + "theoretical_loss": 3.513898883289575, + "tokens_seen": 1510604800 + }, + { + "epoch": 0.54, + "learning_rate": 0.00023207868356345756, + "loss": 1.4597, + "theoretical_loss": 3.513228663545678, + "tokens_seen": 1513881600 + }, + { + "epoch": 0.54, + "learning_rate": 0.00023148761112161905, + "loss": 1.4613, + "theoretical_loss": 3.5125602981200874, + "tokens_seen": 1517158400 + }, + { + "epoch": 0.54, + "learning_rate": 0.0002308965386797806, + "loss": 1.447, + "theoretical_loss": 3.5118937778939836, + "tokens_seen": 1520435200 + }, + { + "epoch": 0.54, + "learning_rate": 0.00023030546623794212, + "loss": 1.4677, + "theoretical_loss": 3.5112290938129176, + "tokens_seen": 1523712000 + }, + { + "epoch": 0.55, + "learning_rate": 0.00022971439379610364, + "loss": 1.4638, + "theoretical_loss": 3.5105662368862234, + "tokens_seen": 1526988800 + }, + { + "epoch": 0.55, + "learning_rate": 0.0002291233213542652, + "loss": 1.4444, + "theoretical_loss": 3.5099051981864275, + "tokens_seen": 1530265600 + }, + { + "epoch": 0.55, + "learning_rate": 0.0002285322489124267, + "loss": 1.4487, + "theoretical_loss": 3.509245968848674, + "tokens_seen": 1533542400 + }, + { + "epoch": 0.55, + "learning_rate": 0.00022794117647058823, + "loss": 1.4305, + "theoretical_loss": 3.5085885400701535, + "tokens_seen": 1536819200 + }, + { + "epoch": 0.55, + "learning_rate": 0.00022735010402874975, + "loss": 1.4084, + "theoretical_loss": 3.507932903109534, + "tokens_seen": 1540096000 + }, + { + "epoch": 0.55, + "learning_rate": 0.0002267590315869113, + "loss": 1.3986, + "theoretical_loss": 3.5072790492864057, + "tokens_seen": 1543372800 + }, + { + "epoch": 0.55, + "learning_rate": 0.00022616795914507282, + "loss": 1.4079, + "theoretical_loss": 3.506626969980724, + "tokens_seen": 1546649600 + }, + { + "epoch": 0.55, + "learning_rate": 0.00022557688670323434, + "loss": 1.4415, + "theoretical_loss": 3.505976656632269, + "tokens_seen": 1549926400 + }, + { + "epoch": 0.55, + "learning_rate": 0.0002249858142613959, + "loss": 1.4181, + "theoretical_loss": 3.505328100740097, + "tokens_seen": 1553203200 + }, + { + "epoch": 0.56, + "learning_rate": 0.0002243947418195574, + "loss": 1.4033, + "theoretical_loss": 3.5046812938620135, + "tokens_seen": 1556480000 + }, + { + "epoch": 0.56, + "learning_rate": 0.00022380366937771893, + "loss": 1.4369, + "theoretical_loss": 3.5040362276140393, + "tokens_seen": 1559756800 + }, + { + "epoch": 0.56, + "learning_rate": 0.00022321259693588048, + "loss": 1.4141, + "theoretical_loss": 3.5033928936698904, + "tokens_seen": 1563033600 + }, + { + "epoch": 0.56, + "learning_rate": 0.000222621524494042, + "loss": 1.406, + "theoretical_loss": 3.50275128376046, + "tokens_seen": 1566310400 + }, + { + "epoch": 0.56, + "learning_rate": 0.00022204227350104027, + "loss": 1.4052, + "theoretical_loss": 3.5021113896733076, + "tokens_seen": 1569587200 + }, + { + "epoch": 0.56, + "learning_rate": 0.00022145120105920182, + "loss": 1.3938, + "theoretical_loss": 3.501473203252153, + "tokens_seen": 1572864000 + }, + { + "epoch": 0.56, + "learning_rate": 0.00022086012861736334, + "loss": 1.4335, + "theoretical_loss": 3.500836716396377, + "tokens_seen": 1576140800 + }, + { + "epoch": 0.56, + "learning_rate": 0.00022026905617552486, + "loss": 1.4612, + "theoretical_loss": 3.5002019210605253, + "tokens_seen": 1579417600 + }, + { + "epoch": 0.57, + "learning_rate": 0.0002196779837336864, + "loss": 1.4472, + "theoretical_loss": 3.4995688092538213, + "tokens_seen": 1582694400 + }, + { + "epoch": 0.57, + "learning_rate": 0.00021908691129184793, + "loss": 1.4034, + "theoretical_loss": 3.49893737303968, + "tokens_seen": 1585971200 + }, + { + "epoch": 0.57, + "learning_rate": 0.00021849583885000945, + "loss": 1.4487, + "theoretical_loss": 3.4983076045352317, + "tokens_seen": 1589248000 + }, + { + "epoch": 0.57, + "learning_rate": 0.000217904766408171, + "loss": 1.4247, + "theoretical_loss": 3.4976794959108464, + "tokens_seen": 1592524800 + }, + { + "epoch": 0.57, + "learning_rate": 0.00021731369396633252, + "loss": 1.4458, + "theoretical_loss": 3.4970530393896673, + "tokens_seen": 1595801600 + }, + { + "epoch": 0.57, + "learning_rate": 0.00021672262152449404, + "loss": 1.396, + "theoretical_loss": 3.4964282272471467, + "tokens_seen": 1599078400 + }, + { + "epoch": 0.57, + "learning_rate": 0.00021613154908265559, + "loss": 1.4023, + "theoretical_loss": 3.495805051810588, + "tokens_seen": 1602355200 + }, + { + "epoch": 0.57, + "learning_rate": 0.0002155404766408171, + "loss": 1.4371, + "theoretical_loss": 3.4951835054586926, + "tokens_seen": 1605632000 + }, + { + "epoch": 0.57, + "learning_rate": 0.00021494940419897863, + "loss": 1.4268, + "theoretical_loss": 3.4945635806211115, + "tokens_seen": 1608908800 + }, + { + "epoch": 0.58, + "learning_rate": 0.00021435833175714015, + "loss": 1.4406, + "theoretical_loss": 3.493945269778002, + "tokens_seen": 1612185600 + }, + { + "epoch": 0.58, + "learning_rate": 0.0002137672593153017, + "loss": 1.4575, + "theoretical_loss": 3.4933285654595867, + "tokens_seen": 1615462400 + }, + { + "epoch": 0.58, + "learning_rate": 0.00021317618687346322, + "loss": 1.438, + "theoretical_loss": 3.4927134602457244, + "tokens_seen": 1618739200 + }, + { + "epoch": 0.58, + "learning_rate": 0.00021258511443162474, + "loss": 1.4292, + "theoretical_loss": 3.4920999467654754, + "tokens_seen": 1622016000 + }, + { + "epoch": 0.58, + "learning_rate": 0.00021199404198978629, + "loss": 1.4254, + "theoretical_loss": 3.49148801769668, + "tokens_seen": 1625292800 + }, + { + "epoch": 0.58, + "learning_rate": 0.0002114029695479478, + "loss": 1.4374, + "theoretical_loss": 3.4908776657655354, + "tokens_seen": 1628569600 + }, + { + "epoch": 0.58, + "learning_rate": 0.00021081189710610933, + "loss": 1.3624, + "theoretical_loss": 3.4902688837461824, + "tokens_seen": 1631846400 + }, + { + "epoch": 0.58, + "learning_rate": 0.00021022082466427087, + "loss": 1.387, + "theoretical_loss": 3.489661664460292, + "tokens_seen": 1635123200 + }, + { + "debugging/Self-BLEU-5": 0.4862537472725578, + "debugging/distinct-1-grams": 0.7771784690107355, + "debugging/distinct-2-grams": 0.9668669456652452, + "debugging/entropy-1-grams": 6.202714981817353, + "debugging/entropy-2-grams": 7.211883548596637, + "debugging/length": 471.0, + "debugging/num_segments": 21, + "epoch": 0.59, + "objective/train/aligned_token_count": 0.4228067100048065, + "objective/train/avg_token_score": 0.013979674316942692, + "objective/train/docs_used": 927402, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.4643776416778564, + "objective/train/original_loss": 4.755114555358887, + "objective/train/theoretical_loss": 3.4890560007766607, + "objective/train/tokens_used": 1658860000, + "objective/train/unlikelihood_loss": 0.052170656621456146, + "theoretical_loss": 3.4890560007766607, + "tokens_seen": 1638400000 + }, + { + "epoch": 0.59, + "learning_rate": 0.0002096297522224324, + "loss": 1.3516, + "theoretical_loss": 3.4890560007766607, + "tokens_seen": 1638400000 + }, + { + "epoch": 0.59, + "learning_rate": 0.00020903867978059392, + "loss": 1.3948, + "theoretical_loss": 3.4884518856108038, + "tokens_seen": 1641676800 + }, + { + "epoch": 0.59, + "learning_rate": 0.00020844760733875546, + "loss": 1.3697, + "theoretical_loss": 3.4878493119245606, + "tokens_seen": 1644953600 + }, + { + "epoch": 0.59, + "learning_rate": 0.00020785653489691696, + "loss": 1.3766, + "theoretical_loss": 3.4872482727256964, + "tokens_seen": 1648230400 + }, + { + "epoch": 0.59, + "learning_rate": 0.00020726546245507848, + "loss": 1.399, + "theoretical_loss": 3.4866487610675163, + "tokens_seen": 1651507200 + }, + { + "epoch": 0.59, + "learning_rate": 0.00020667439001324003, + "loss": 1.4207, + "theoretical_loss": 3.4860507700484757, + "tokens_seen": 1654784000 + }, + { + "epoch": 0.59, + "learning_rate": 0.00020608331757140155, + "loss": 1.3667, + "theoretical_loss": 3.4854542928117986, + "tokens_seen": 1658060800 + }, + { + "epoch": 0.59, + "learning_rate": 0.00020549224512956307, + "loss": 1.3981, + "theoretical_loss": 3.484859322545101, + "tokens_seen": 1661337600 + }, + { + "epoch": 0.59, + "learning_rate": 0.00020490117268772462, + "loss": 1.3932, + "theoretical_loss": 3.484265852480015, + "tokens_seen": 1664614400 + }, + { + "epoch": 0.6, + "learning_rate": 0.00020431010024588614, + "loss": 1.396, + "theoretical_loss": 3.48367387589182, + "tokens_seen": 1667891200 + }, + { + "epoch": 0.6, + "learning_rate": 0.00020371902780404766, + "loss": 1.4581, + "theoretical_loss": 3.4830833860990733, + "tokens_seen": 1671168000 + }, + { + "epoch": 0.6, + "learning_rate": 0.0002031279553622092, + "loss": 1.4078, + "theoretical_loss": 3.4824943764632503, + "tokens_seen": 1674444800 + }, + { + "epoch": 0.6, + "learning_rate": 0.00020253688292037073, + "loss": 1.3823, + "theoretical_loss": 3.4819068403883855, + "tokens_seen": 1677721600 + }, + { + "epoch": 0.6, + "learning_rate": 0.00020194581047853225, + "loss": 1.3808, + "theoretical_loss": 3.481320771320714, + "tokens_seen": 1680998400 + }, + { + "epoch": 0.6, + "learning_rate": 0.00020135473803669377, + "loss": 1.3733, + "theoretical_loss": 3.4807361627483235, + "tokens_seen": 1684275200 + }, + { + "epoch": 0.6, + "learning_rate": 0.00020076366559485532, + "loss": 1.4423, + "theoretical_loss": 3.480153008200804, + "tokens_seen": 1687552000 + }, + { + "epoch": 0.6, + "learning_rate": 0.00020017259315301684, + "loss": 1.3561, + "theoretical_loss": 3.4795713012489045, + "tokens_seen": 1690828800 + }, + { + "epoch": 0.61, + "learning_rate": 0.00019958152071117836, + "loss": 1.3665, + "theoretical_loss": 3.478991035504191, + "tokens_seen": 1694105600 + }, + { + "epoch": 0.61, + "learning_rate": 0.0001989904482693399, + "loss": 1.4216, + "theoretical_loss": 3.478412204618709, + "tokens_seen": 1697382400 + }, + { + "epoch": 0.61, + "learning_rate": 0.00019841119727633818, + "loss": 1.3562, + "theoretical_loss": 3.4778348022846517, + "tokens_seen": 1700659200 + }, + { + "epoch": 0.61, + "learning_rate": 0.0001978201248344997, + "loss": 1.429, + "theoretical_loss": 3.477258822234026, + "tokens_seen": 1703936000 + }, + { + "epoch": 0.61, + "learning_rate": 0.00019722905239266125, + "loss": 1.3931, + "theoretical_loss": 3.4766842582383277, + "tokens_seen": 1707212800 + }, + { + "epoch": 0.61, + "learning_rate": 0.00019663797995082277, + "loss": 1.3855, + "theoretical_loss": 3.476111104108216, + "tokens_seen": 1710489600 + }, + { + "epoch": 0.61, + "learning_rate": 0.0001960469075089843, + "loss": 1.3871, + "theoretical_loss": 3.4755393536931942, + "tokens_seen": 1713766400 + }, + { + "epoch": 0.61, + "learning_rate": 0.00019545583506714584, + "loss": 1.3756, + "theoretical_loss": 3.4749690008812903, + "tokens_seen": 1717043200 + }, + { + "epoch": 0.61, + "learning_rate": 0.00019486476262530736, + "loss": 1.3526, + "theoretical_loss": 3.474400039598745, + "tokens_seen": 1720320000 + }, + { + "epoch": 0.62, + "learning_rate": 0.00019427369018346888, + "loss": 1.366, + "theoretical_loss": 3.473832463809698, + "tokens_seen": 1723596800 + }, + { + "epoch": 0.62, + "learning_rate": 0.00019368261774163042, + "loss": 1.3919, + "theoretical_loss": 3.473266267515883, + "tokens_seen": 1726873600 + }, + { + "epoch": 0.62, + "learning_rate": 0.00019309154529979195, + "loss": 1.3844, + "theoretical_loss": 3.4727014447563196, + "tokens_seen": 1730150400 + }, + { + "epoch": 0.62, + "learning_rate": 0.00019250047285795347, + "loss": 1.3933, + "theoretical_loss": 3.4721379896070133, + "tokens_seen": 1733427200 + }, + { + "epoch": 0.62, + "learning_rate": 0.00019190940041611501, + "loss": 1.3748, + "theoretical_loss": 3.4715758961806573, + "tokens_seen": 1736704000 + }, + { + "epoch": 0.62, + "learning_rate": 0.00019131832797427654, + "loss": 1.3875, + "theoretical_loss": 3.471015158626335, + "tokens_seen": 1739980800 + }, + { + "epoch": 0.62, + "learning_rate": 0.00019072725553243806, + "loss": 1.4191, + "theoretical_loss": 3.4704557711292265, + "tokens_seen": 1743257600 + }, + { + "epoch": 0.62, + "learning_rate": 0.0001901361830905996, + "loss": 1.4119, + "theoretical_loss": 3.469897727910321, + "tokens_seen": 1746534400 + }, + { + "epoch": 0.62, + "learning_rate": 0.00018954511064876112, + "loss": 1.3858, + "theoretical_loss": 3.4693410232261277, + "tokens_seen": 1749811200 + }, + { + "epoch": 0.63, + "learning_rate": 0.00018895403820692265, + "loss": 1.4233, + "theoretical_loss": 3.4687856513683917, + "tokens_seen": 1753088000 + }, + { + "epoch": 0.63, + "learning_rate": 0.00018836296576508417, + "loss": 1.4181, + "theoretical_loss": 3.468231606663813, + "tokens_seen": 1756364800 + }, + { + "epoch": 0.63, + "learning_rate": 0.00018777189332324571, + "loss": 1.4583, + "theoretical_loss": 3.4676788834737677, + "tokens_seen": 1759641600 + }, + { + "epoch": 0.63, + "learning_rate": 0.00018718082088140723, + "loss": 1.4424, + "theoretical_loss": 3.4671274761940314, + "tokens_seen": 1762918400 + }, + { + "epoch": 0.63, + "learning_rate": 0.00018658974843956876, + "loss": 1.4265, + "theoretical_loss": 3.466577379254506, + "tokens_seen": 1766195200 + }, + { + "epoch": 0.63, + "learning_rate": 0.0001859986759977303, + "loss": 1.3972, + "theoretical_loss": 3.4660285871189496, + "tokens_seen": 1769472000 + }, + { + "epoch": 0.63, + "learning_rate": 0.00018540760355589182, + "loss": 1.4005, + "theoretical_loss": 3.465481094284707, + "tokens_seen": 1772748800 + }, + { + "epoch": 0.63, + "learning_rate": 0.00018481653111405335, + "loss": 1.3754, + "theoretical_loss": 3.4649348952824477, + "tokens_seen": 1776025600 + }, + { + "epoch": 0.64, + "learning_rate": 0.0001842254586722149, + "loss": 1.4122, + "theoretical_loss": 3.4643899846758983, + "tokens_seen": 1779302400 + }, + { + "epoch": 0.64, + "learning_rate": 0.0001836343862303764, + "loss": 1.3934, + "theoretical_loss": 3.4638463570615854, + "tokens_seen": 1782579200 + }, + { + "epoch": 0.64, + "learning_rate": 0.0001830433137885379, + "loss": 1.441, + "theoretical_loss": 3.4633040070685777, + "tokens_seen": 1785856000 + }, + { + "epoch": 0.64, + "learning_rate": 0.00018245224134669946, + "loss": 1.41, + "theoretical_loss": 3.46276292935823, + "tokens_seen": 1789132800 + }, + { + "epoch": 0.64, + "learning_rate": 0.00018186116890486098, + "loss": 1.3974, + "theoretical_loss": 3.4622231186239296, + "tokens_seen": 1792409600 + }, + { + "epoch": 0.64, + "learning_rate": 0.0001812700964630225, + "loss": 1.3868, + "theoretical_loss": 3.461684569590848, + "tokens_seen": 1795686400 + }, + { + "epoch": 0.64, + "learning_rate": 0.00018067902402118404, + "loss": 1.389, + "theoretical_loss": 3.4611472770156917, + "tokens_seen": 1798963200 + }, + { + "epoch": 0.64, + "objective/train/aligned_token_count": 0.4617546498775482, + "objective/train/avg_token_score": 0.013701650314033031, + "objective/train/docs_used": 1018281, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.4744676351547241, + "objective/train/original_loss": 4.08349609375, + "objective/train/theoretical_loss": 3.460611235686456, + "objective/train/tokens_used": 1822700000, + "objective/train/unlikelihood_loss": 0.06168321892619133, + "theoretical_loss": 3.460611235686456, + "tokens_seen": 1802240000 + }, + { + "epoch": 0.64, + "learning_rate": 0.00018008795157934557, + "loss": 1.3888, + "theoretical_loss": 3.460611235686456, + "tokens_seen": 1802240000 + }, + { + "epoch": 0.64, + "learning_rate": 0.0001794968791375071, + "loss": 1.3643, + "theoretical_loss": 3.4600764404221835, + "tokens_seen": 1805516800 + }, + { + "epoch": 0.65, + "learning_rate": 0.00017890580669566863, + "loss": 1.3723, + "theoretical_loss": 3.4595428860727218, + "tokens_seen": 1808793600 + }, + { + "epoch": 0.65, + "learning_rate": 0.00017831473425383016, + "loss": 1.3391, + "theoretical_loss": 3.4590105675184866, + "tokens_seen": 1812070400 + }, + { + "epoch": 0.65, + "learning_rate": 0.00017772366181199168, + "loss": 1.4108, + "theoretical_loss": 3.4584794796702223, + "tokens_seen": 1815347200 + }, + { + "epoch": 0.65, + "learning_rate": 0.0001771325893701532, + "loss": 1.4147, + "theoretical_loss": 3.457949617468771, + "tokens_seen": 1818624000 + }, + { + "epoch": 0.65, + "learning_rate": 0.00017654151692831474, + "loss": 1.392, + "theoretical_loss": 3.4574209758848395, + "tokens_seen": 1821900800 + }, + { + "epoch": 0.65, + "learning_rate": 0.00017595044448647627, + "loss": 1.3677, + "theoretical_loss": 3.4568935499187696, + "tokens_seen": 1825177600 + }, + { + "epoch": 0.65, + "learning_rate": 0.00017535937204463779, + "loss": 1.3802, + "theoretical_loss": 3.456367334600311, + "tokens_seen": 1828454400 + }, + { + "epoch": 0.65, + "learning_rate": 0.00017476829960279933, + "loss": 1.3356, + "theoretical_loss": 3.455842324988396, + "tokens_seen": 1831731200 + }, + { + "epoch": 0.66, + "learning_rate": 0.00017417722716096085, + "loss": 1.3789, + "theoretical_loss": 3.455318516170914, + "tokens_seen": 1835008000 + }, + { + "epoch": 0.66, + "learning_rate": 0.00017359797616795913, + "loss": 1.3899, + "theoretical_loss": 3.454795903264496, + "tokens_seen": 1838284800 + }, + { + "epoch": 0.66, + "learning_rate": 0.00017300690372612067, + "loss": 1.4379, + "theoretical_loss": 3.4542744814142896, + "tokens_seen": 1841561600 + }, + { + "epoch": 0.66, + "learning_rate": 0.0001724158312842822, + "loss": 1.4463, + "theoretical_loss": 3.4537542457937453, + "tokens_seen": 1844838400 + }, + { + "epoch": 0.66, + "learning_rate": 0.00017182475884244372, + "loss": 1.398, + "theoretical_loss": 3.4532351916044, + "tokens_seen": 1848115200 + }, + { + "epoch": 0.66, + "learning_rate": 0.00017123368640060526, + "loss": 1.3808, + "theoretical_loss": 3.4527173140756666, + "tokens_seen": 1851392000 + }, + { + "epoch": 0.66, + "learning_rate": 0.00017064261395876678, + "loss": 1.4502, + "theoretical_loss": 3.4522006084646204, + "tokens_seen": 1854668800 + }, + { + "epoch": 0.66, + "learning_rate": 0.0001700515415169283, + "loss": 1.4358, + "theoretical_loss": 3.4516850700557917, + "tokens_seen": 1857945600 + }, + { + "epoch": 0.66, + "learning_rate": 0.00016947229052392663, + "loss": 1.4841, + "theoretical_loss": 3.4511706941609566, + "tokens_seen": 1861222400 + }, + { + "epoch": 0.67, + "learning_rate": 0.00016888121808208815, + "loss": 1.4287, + "theoretical_loss": 3.450657476118936, + "tokens_seen": 1864499200 + }, + { + "epoch": 0.67, + "learning_rate": 0.00016829014564024967, + "loss": 1.3952, + "theoretical_loss": 3.450145411295389, + "tokens_seen": 1867776000 + }, + { + "epoch": 0.67, + "learning_rate": 0.00016769907319841122, + "loss": 1.4004, + "theoretical_loss": 3.4496344950826114, + "tokens_seen": 1871052800 + }, + { + "epoch": 0.67, + "learning_rate": 0.00016710800075657274, + "loss": 1.4322, + "theoretical_loss": 3.449124722899339, + "tokens_seen": 1874329600 + }, + { + "epoch": 0.67, + "learning_rate": 0.00016651692831473426, + "loss": 1.3956, + "theoretical_loss": 3.4486160901905487, + "tokens_seen": 1877606400 + }, + { + "epoch": 0.67, + "learning_rate": 0.0001659258558728958, + "loss": 1.3816, + "theoretical_loss": 3.448108592427261, + "tokens_seen": 1880883200 + }, + { + "epoch": 0.67, + "learning_rate": 0.0001653347834310573, + "loss": 1.4131, + "theoretical_loss": 3.4476022251063485, + "tokens_seen": 1884160000 + }, + { + "epoch": 0.67, + "learning_rate": 0.00016474371098921883, + "loss": 1.4227, + "theoretical_loss": 3.447096983750342, + "tokens_seen": 1887436800 + }, + { + "epoch": 0.68, + "learning_rate": 0.00016415263854738037, + "loss": 1.427, + "theoretical_loss": 3.4465928639072416, + "tokens_seen": 1890713600 + }, + { + "epoch": 0.68, + "learning_rate": 0.0001635615661055419, + "loss": 1.4037, + "theoretical_loss": 3.446089861150326, + "tokens_seen": 1893990400 + }, + { + "epoch": 0.68, + "learning_rate": 0.00016297049366370341, + "loss": 1.4408, + "theoretical_loss": 3.445587971077968, + "tokens_seen": 1897267200 + }, + { + "epoch": 0.68, + "learning_rate": 0.00016237942122186494, + "loss": 1.4013, + "theoretical_loss": 3.4450871893134467, + "tokens_seen": 1900544000 + }, + { + "epoch": 0.68, + "learning_rate": 0.00016178834878002648, + "loss": 1.4475, + "theoretical_loss": 3.4445875115047655, + "tokens_seen": 1903820800 + }, + { + "epoch": 0.68, + "learning_rate": 0.000161197276338188, + "loss": 1.3684, + "theoretical_loss": 3.4440889333244695, + "tokens_seen": 1907097600 + }, + { + "epoch": 0.68, + "learning_rate": 0.00016060620389634953, + "loss": 1.3736, + "theoretical_loss": 3.443591450469466, + "tokens_seen": 1910374400 + }, + { + "epoch": 0.68, + "learning_rate": 0.00016001513145451107, + "loss": 1.3961, + "theoretical_loss": 3.4430950586608438, + "tokens_seen": 1913651200 + }, + { + "epoch": 0.68, + "learning_rate": 0.0001594240590126726, + "loss": 1.3968, + "theoretical_loss": 3.4425997536437, + "tokens_seen": 1916928000 + }, + { + "epoch": 0.69, + "learning_rate": 0.00015883298657083411, + "loss": 1.4071, + "theoretical_loss": 3.4421055311869604, + "tokens_seen": 1920204800 + }, + { + "epoch": 0.69, + "learning_rate": 0.00015824191412899566, + "loss": 1.4062, + "theoretical_loss": 3.441612387083208, + "tokens_seen": 1923481600 + }, + { + "epoch": 0.69, + "learning_rate": 0.00015765084168715718, + "loss": 1.4034, + "theoretical_loss": 3.44112031714851, + "tokens_seen": 1926758400 + }, + { + "epoch": 0.69, + "learning_rate": 0.0001570597692453187, + "loss": 1.4492, + "theoretical_loss": 3.4406293172222466, + "tokens_seen": 1930035200 + }, + { + "epoch": 0.69, + "learning_rate": 0.00015646869680348025, + "loss": 1.444, + "theoretical_loss": 3.4401393831669447, + "tokens_seen": 1933312000 + }, + { + "epoch": 0.69, + "learning_rate": 0.00015587762436164177, + "loss": 1.4159, + "theoretical_loss": 3.4396505108681046, + "tokens_seen": 1936588800 + }, + { + "epoch": 0.69, + "learning_rate": 0.0001552865519198033, + "loss": 1.4265, + "theoretical_loss": 3.4391626962340394, + "tokens_seen": 1939865600 + }, + { + "epoch": 0.69, + "learning_rate": 0.00015469547947796484, + "loss": 1.4373, + "theoretical_loss": 3.4386759351957066, + "tokens_seen": 1943142400 + }, + { + "epoch": 0.7, + "learning_rate": 0.00015410440703612636, + "loss": 1.3786, + "theoretical_loss": 3.438190223706548, + "tokens_seen": 1946419200 + }, + { + "epoch": 0.7, + "learning_rate": 0.00015351333459428788, + "loss": 1.3877, + "theoretical_loss": 3.437705557742323, + "tokens_seen": 1949696000 + }, + { + "epoch": 0.7, + "learning_rate": 0.00015292226215244943, + "loss": 1.3839, + "theoretical_loss": 3.4372219333009535, + "tokens_seen": 1952972800 + }, + { + "epoch": 0.7, + "learning_rate": 0.00015233118971061095, + "loss": 1.3843, + "theoretical_loss": 3.436739346402362, + "tokens_seen": 1956249600 + }, + { + "epoch": 0.7, + "learning_rate": 0.00015174011726877247, + "loss": 1.413, + "theoretical_loss": 3.4362577930883154, + "tokens_seen": 1959526400 + }, + { + "epoch": 0.7, + "learning_rate": 0.00015114904482693397, + "loss": 1.4345, + "theoretical_loss": 3.435777269422266, + "tokens_seen": 1962803200 + }, + { + "debugging/Self-BLEU-5": 0.4796244782337672, + "debugging/distinct-1-grams": 0.7874466763773558, + "debugging/distinct-2-grams": 0.9537592626603371, + "debugging/entropy-1-grams": 6.225892551400493, + "debugging/entropy-2-grams": 7.143796200176747, + "debugging/length": 450.05, + "debugging/num_segments": 20, + "epoch": 0.7, + "objective/train/aligned_token_count": 0.3814760446548462, + "objective/train/avg_token_score": 0.028917009010910988, + "objective/train/docs_used": 1112341, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.234880805015564, + "objective/train/original_loss": 4.792359352111816, + "objective/train/theoretical_loss": 3.4352977714892017, + "objective/train/tokens_used": 1986540000, + "objective/train/unlikelihood_loss": 0.054232705384492874, + "theoretical_loss": 3.4352977714892017, + "tokens_seen": 1966080000 + }, + { + "epoch": 0.7, + "learning_rate": 0.00015055797238509551, + "loss": 1.4019, + "theoretical_loss": 3.4352977714892017, + "tokens_seen": 1966080000 + }, + { + "epoch": 0.7, + "learning_rate": 0.00014996689994325703, + "loss": 1.3743, + "theoretical_loss": 3.434819295395487, + "tokens_seen": 1969356800 + }, + { + "epoch": 0.7, + "learning_rate": 0.00014937582750141856, + "loss": 1.4449, + "theoretical_loss": 3.4343418372687156, + "tokens_seen": 1972633600 + }, + { + "epoch": 0.71, + "learning_rate": 0.0001487847550595801, + "loss": 1.4172, + "theoretical_loss": 3.433865393257557, + "tokens_seen": 1975910400 + }, + { + "epoch": 0.71, + "learning_rate": 0.00014819368261774162, + "loss": 1.4183, + "theoretical_loss": 3.433389959531607, + "tokens_seen": 1979187200 + }, + { + "epoch": 0.71, + "learning_rate": 0.00014760261017590315, + "loss": 1.3846, + "theoretical_loss": 3.4329155322812417, + "tokens_seen": 1982464000 + }, + { + "epoch": 0.71, + "learning_rate": 0.0001470115377340647, + "loss": 1.3536, + "theoretical_loss": 3.432442107717467, + "tokens_seen": 1985740800 + }, + { + "epoch": 0.71, + "learning_rate": 0.00014642046529222621, + "loss": 1.3793, + "theoretical_loss": 3.4319696820717778, + "tokens_seen": 1989017600 + }, + { + "epoch": 0.71, + "learning_rate": 0.00014582939285038773, + "loss": 1.4262, + "theoretical_loss": 3.4314982515960093, + "tokens_seen": 1992294400 + }, + { + "epoch": 0.71, + "learning_rate": 0.00014523832040854928, + "loss": 1.4176, + "theoretical_loss": 3.4310278125621965, + "tokens_seen": 1995571200 + }, + { + "epoch": 0.71, + "learning_rate": 0.0001446472479667108, + "loss": 1.4412, + "theoretical_loss": 3.430558361262433, + "tokens_seen": 1998848000 + }, + { + "epoch": 0.72, + "learning_rate": 0.00014405617552487232, + "loss": 1.438, + "theoretical_loss": 3.4300898940087254, + "tokens_seen": 2002124800 + }, + { + "epoch": 0.72, + "learning_rate": 0.00014346510308303387, + "loss": 1.4453, + "theoretical_loss": 3.4296224071328623, + "tokens_seen": 2005401600 + }, + { + "epoch": 0.72, + "learning_rate": 0.0001428740306411954, + "loss": 1.4111, + "theoretical_loss": 3.429155896986268, + "tokens_seen": 2008678400 + }, + { + "epoch": 0.72, + "learning_rate": 0.0001422829581993569, + "loss": 1.3817, + "theoretical_loss": 3.4286903599398704, + "tokens_seen": 2011955200 + }, + { + "epoch": 0.72, + "learning_rate": 0.00014169188575751846, + "loss": 1.4029, + "theoretical_loss": 3.428225792383964, + "tokens_seen": 2015232000 + }, + { + "epoch": 0.72, + "learning_rate": 0.00014110081331567998, + "loss": 1.4139, + "theoretical_loss": 3.4277621907280746, + "tokens_seen": 2018508800 + }, + { + "epoch": 0.72, + "learning_rate": 0.0001405097408738415, + "loss": 1.3803, + "theoretical_loss": 3.427299551400826, + "tokens_seen": 2021785600 + }, + { + "epoch": 0.72, + "learning_rate": 0.00013991866843200302, + "loss": 1.4091, + "theoretical_loss": 3.4268378708498086, + "tokens_seen": 2025062400 + }, + { + "epoch": 0.72, + "learning_rate": 0.00013932759599016457, + "loss": 1.4179, + "theoretical_loss": 3.426377145541448, + "tokens_seen": 2028339200 + }, + { + "epoch": 0.73, + "learning_rate": 0.0001387365235483261, + "loss": 1.3724, + "theoretical_loss": 3.425917371960872, + "tokens_seen": 2031616000 + }, + { + "epoch": 0.73, + "learning_rate": 0.0001381454511064876, + "loss": 1.3875, + "theoretical_loss": 3.425458546611787, + "tokens_seen": 2034892800 + }, + { + "epoch": 0.73, + "learning_rate": 0.00013755437866464916, + "loss": 1.3688, + "theoretical_loss": 3.425000666016346, + "tokens_seen": 2038169600 + }, + { + "epoch": 0.73, + "learning_rate": 0.00013696330622281068, + "loss": 1.4124, + "theoretical_loss": 3.4245437267150214, + "tokens_seen": 2041446400 + }, + { + "epoch": 0.73, + "learning_rate": 0.00013637223378097218, + "loss": 1.4369, + "theoretical_loss": 3.4240877252664834, + "tokens_seen": 2044723200 + }, + { + "epoch": 0.73, + "learning_rate": 0.00013578116133913372, + "loss": 1.4319, + "theoretical_loss": 3.4236326582474716, + "tokens_seen": 2048000000 + }, + { + "epoch": 0.73, + "learning_rate": 0.00013519008889729524, + "loss": 1.3968, + "theoretical_loss": 3.423178522252672, + "tokens_seen": 2051276800 + }, + { + "epoch": 0.73, + "learning_rate": 0.00013459901645545677, + "loss": 1.4152, + "theoretical_loss": 3.4227253138945946, + "tokens_seen": 2054553600 + }, + { + "epoch": 0.73, + "learning_rate": 0.0001340079440136183, + "loss": 1.4105, + "theoretical_loss": 3.4222730298034545, + "tokens_seen": 2057830400 + }, + { + "epoch": 0.74, + "learning_rate": 0.0001334286930206166, + "loss": 1.4112, + "theoretical_loss": 3.421821666627046, + "tokens_seen": 2061107200 + }, + { + "epoch": 0.74, + "learning_rate": 0.00013283762057877813, + "loss": 1.3977, + "theoretical_loss": 3.4213712210306286, + "tokens_seen": 2064384000 + }, + { + "epoch": 0.74, + "learning_rate": 0.00013224654813693968, + "loss": 1.419, + "theoretical_loss": 3.4209216896968044, + "tokens_seen": 2067660800 + }, + { + "epoch": 0.74, + "learning_rate": 0.0001316554756951012, + "loss": 1.3663, + "theoretical_loss": 3.4204730693254035, + "tokens_seen": 2070937600 + }, + { + "epoch": 0.74, + "learning_rate": 0.00013106440325326272, + "loss": 1.4267, + "theoretical_loss": 3.4200253566333645, + "tokens_seen": 2074214400 + }, + { + "epoch": 0.74, + "learning_rate": 0.00013047333081142427, + "loss": 1.4355, + "theoretical_loss": 3.4195785483546226, + "tokens_seen": 2077491200 + }, + { + "epoch": 0.74, + "learning_rate": 0.0001298822583695858, + "loss": 1.4329, + "theoretical_loss": 3.419132641239991, + "tokens_seen": 2080768000 + }, + { + "epoch": 0.74, + "learning_rate": 0.0001292911859277473, + "loss": 1.4115, + "theoretical_loss": 3.4186876320570505, + "tokens_seen": 2084044800 + }, + { + "epoch": 0.75, + "learning_rate": 0.00012870011348590886, + "loss": 1.4539, + "theoretical_loss": 3.418243517590036, + "tokens_seen": 2087321600 + }, + { + "epoch": 0.75, + "learning_rate": 0.00012810904104407038, + "loss": 1.3811, + "theoretical_loss": 3.4178002946397217, + "tokens_seen": 2090598400 + }, + { + "epoch": 0.75, + "learning_rate": 0.00012751796860223187, + "loss": 1.4093, + "theoretical_loss": 3.4173579600233155, + "tokens_seen": 2093875200 + }, + { + "epoch": 0.75, + "learning_rate": 0.0001269268961603934, + "loss": 1.4291, + "theoretical_loss": 3.416916510574345, + "tokens_seen": 2097152000 + }, + { + "epoch": 0.75, + "learning_rate": 0.00012633582371855494, + "loss": 1.4225, + "theoretical_loss": 3.4164759431425495, + "tokens_seen": 2100428800 + }, + { + "epoch": 0.75, + "learning_rate": 0.00012574475127671646, + "loss": 1.4368, + "theoretical_loss": 3.4160362545937732, + "tokens_seen": 2103705600 + }, + { + "epoch": 0.75, + "learning_rate": 0.00012515367883487798, + "loss": 1.4429, + "theoretical_loss": 3.4155974418098562, + "tokens_seen": 2106982400 + }, + { + "epoch": 0.75, + "learning_rate": 0.00012456260639303953, + "loss": 1.4239, + "theoretical_loss": 3.415159501688528, + "tokens_seen": 2110259200 + }, + { + "epoch": 0.75, + "learning_rate": 0.00012397153395120105, + "loss": 1.4375, + "theoretical_loss": 3.4147224311433053, + "tokens_seen": 2113536000 + }, + { + "epoch": 0.76, + "learning_rate": 0.0001233804615093626, + "loss": 1.418, + "theoretical_loss": 3.414286227103381, + "tokens_seen": 2116812800 + }, + { + "epoch": 0.76, + "learning_rate": 0.00012278938906752412, + "loss": 1.4179, + "theoretical_loss": 3.413850886513529, + "tokens_seen": 2120089600 + }, + { + "epoch": 0.76, + "learning_rate": 0.00012219831662568564, + "loss": 1.4117, + "theoretical_loss": 3.413416406333992, + "tokens_seen": 2123366400 + }, + { + "epoch": 0.76, + "learning_rate": 0.00012160724418384718, + "loss": 1.4388, + "theoretical_loss": 3.412982783540387, + "tokens_seen": 2126643200 + }, + { + "epoch": 0.76, + "objective/train/aligned_token_count": 0.44480082392692566, + "objective/train/avg_token_score": 0.011587071232497692, + "objective/train/docs_used": 1206282, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.4419771432876587, + "objective/train/original_loss": 4.669220924377441, + "objective/train/theoretical_loss": 3.4125500151236, + "objective/train/tokens_used": 2150380000, + "objective/train/unlikelihood_loss": 0.05744095891714096, + "theoretical_loss": 3.4125500151236, + "tokens_seen": 2129920000 + }, + { + "epoch": 0.76, + "learning_rate": 0.0001210161717420087, + "loss": 1.4047, + "theoretical_loss": 3.4125500151236, + "tokens_seen": 2129920000 + }, + { + "epoch": 0.76, + "learning_rate": 0.00012042509930017023, + "loss": 1.4154, + "theoretical_loss": 3.412118098089686, + "tokens_seen": 2133196800 + }, + { + "epoch": 0.76, + "learning_rate": 0.00011983402685833177, + "loss": 1.4237, + "theoretical_loss": 3.411687029459771, + "tokens_seen": 2136473600 + }, + { + "epoch": 0.76, + "learning_rate": 0.00011924295441649329, + "loss": 1.3801, + "theoretical_loss": 3.411256806269951, + "tokens_seen": 2139750400 + }, + { + "epoch": 0.77, + "learning_rate": 0.00011865188197465482, + "loss": 1.3843, + "theoretical_loss": 3.4108274255711954, + "tokens_seen": 2143027200 + }, + { + "epoch": 0.77, + "learning_rate": 0.00011806080953281634, + "loss": 1.4026, + "theoretical_loss": 3.4103988844292497, + "tokens_seen": 2146304000 + }, + { + "epoch": 0.77, + "learning_rate": 0.00011746973709097788, + "loss": 1.4023, + "theoretical_loss": 3.4099711799245385, + "tokens_seen": 2149580800 + }, + { + "epoch": 0.77, + "learning_rate": 0.00011687866464913941, + "loss": 1.4314, + "theoretical_loss": 3.4095443091520705, + "tokens_seen": 2152857600 + }, + { + "epoch": 0.77, + "learning_rate": 0.00011628759220730092, + "loss": 1.4205, + "theoretical_loss": 3.4091182692213415, + "tokens_seen": 2156134400 + }, + { + "epoch": 0.77, + "learning_rate": 0.00011569651976546245, + "loss": 1.3737, + "theoretical_loss": 3.4086930572562446, + "tokens_seen": 2159411200 + }, + { + "epoch": 0.77, + "learning_rate": 0.00011510544732362399, + "loss": 1.3972, + "theoretical_loss": 3.4082686703949716, + "tokens_seen": 2162688000 + }, + { + "epoch": 0.77, + "learning_rate": 0.00011451437488178551, + "loss": 1.424, + "theoretical_loss": 3.4078451057899244, + "tokens_seen": 2165964800 + }, + { + "epoch": 0.77, + "learning_rate": 0.00011392330243994704, + "loss": 1.4096, + "theoretical_loss": 3.4074223606076206, + "tokens_seen": 2169241600 + }, + { + "epoch": 0.78, + "learning_rate": 0.00011333222999810858, + "loss": 1.4438, + "theoretical_loss": 3.4070004320286036, + "tokens_seen": 2172518400 + }, + { + "epoch": 0.78, + "learning_rate": 0.0001127411575562701, + "loss": 1.3987, + "theoretical_loss": 3.4065793172473526, + "tokens_seen": 2175795200 + }, + { + "epoch": 0.78, + "learning_rate": 0.00011215008511443163, + "loss": 1.3882, + "theoretical_loss": 3.40615901347219, + "tokens_seen": 2179072000 + }, + { + "epoch": 0.78, + "learning_rate": 0.00011155901267259315, + "loss": 1.4106, + "theoretical_loss": 3.405739517925197, + "tokens_seen": 2182348800 + }, + { + "epoch": 0.78, + "learning_rate": 0.00011096794023075469, + "loss": 1.3985, + "theoretical_loss": 3.4053208278421208, + "tokens_seen": 2185625600 + }, + { + "epoch": 0.78, + "learning_rate": 0.00011037686778891622, + "loss": 1.3662, + "theoretical_loss": 3.4049029404722897, + "tokens_seen": 2188902400 + }, + { + "epoch": 0.78, + "learning_rate": 0.00010978579534707774, + "loss": 1.31, + "theoretical_loss": 3.4044858530785254, + "tokens_seen": 2192179200 + }, + { + "epoch": 0.78, + "learning_rate": 0.00010919472290523926, + "loss": 1.3809, + "theoretical_loss": 3.4040695629370563, + "tokens_seen": 2195456000 + }, + { + "epoch": 0.79, + "learning_rate": 0.0001086036504634008, + "loss": 1.3748, + "theoretical_loss": 3.403654067337433, + "tokens_seen": 2198732800 + }, + { + "epoch": 0.79, + "learning_rate": 0.00010801257802156232, + "loss": 1.3712, + "theoretical_loss": 3.4032393635824416, + "tokens_seen": 2202009600 + }, + { + "epoch": 0.79, + "learning_rate": 0.00010742150557972385, + "loss": 1.3783, + "theoretical_loss": 3.4028254489880227, + "tokens_seen": 2205286400 + }, + { + "epoch": 0.79, + "learning_rate": 0.00010683043313788539, + "loss": 1.3866, + "theoretical_loss": 3.4024123208831836, + "tokens_seen": 2208563200 + }, + { + "epoch": 0.79, + "learning_rate": 0.00010623936069604691, + "loss": 1.2867, + "theoretical_loss": 3.4019999766099187, + "tokens_seen": 2211840000 + }, + { + "epoch": 0.79, + "learning_rate": 0.00010564828825420844, + "loss": 1.2466, + "theoretical_loss": 3.4015884135231262, + "tokens_seen": 2215116800 + }, + { + "epoch": 0.79, + "learning_rate": 0.00010505721581236996, + "loss": 1.2402, + "theoretical_loss": 3.401177628990526, + "tokens_seen": 2218393600 + }, + { + "epoch": 0.79, + "learning_rate": 0.0001044661433705315, + "loss": 1.2932, + "theoretical_loss": 3.400767620392579, + "tokens_seen": 2221670400 + }, + { + "epoch": 0.79, + "learning_rate": 0.00010387507092869303, + "loss": 1.3151, + "theoretical_loss": 3.4003583851224075, + "tokens_seen": 2224947200 + }, + { + "epoch": 0.8, + "learning_rate": 0.00010328399848685455, + "loss": 1.3229, + "theoretical_loss": 3.3999499205857138, + "tokens_seen": 2228224000 + }, + { + "epoch": 0.8, + "learning_rate": 0.00010269292604501609, + "loss": 1.3257, + "theoretical_loss": 3.3995422242007036, + "tokens_seen": 2231500800 + }, + { + "epoch": 0.8, + "learning_rate": 0.00010210185360317761, + "loss": 1.357, + "theoretical_loss": 3.399135293398004, + "tokens_seen": 2234777600 + }, + { + "epoch": 0.8, + "learning_rate": 0.00010151078116133913, + "loss": 1.3424, + "theoretical_loss": 3.39872912562059, + "tokens_seen": 2238054400 + }, + { + "epoch": 0.8, + "learning_rate": 0.00010091970871950066, + "loss": 1.3755, + "theoretical_loss": 3.3983237183237023, + "tokens_seen": 2241331200 + }, + { + "epoch": 0.8, + "learning_rate": 0.00010032863627766218, + "loss": 1.3785, + "theoretical_loss": 3.397919068974775, + "tokens_seen": 2244608000 + }, + { + "epoch": 0.8, + "learning_rate": 9.973756383582372e-05, + "loss": 1.331, + "theoretical_loss": 3.3975151750533574, + "tokens_seen": 2247884800 + }, + { + "epoch": 0.8, + "learning_rate": 9.914649139398525e-05, + "loss": 1.3355, + "theoretical_loss": 3.3971120340510375, + "tokens_seen": 2251161600 + }, + { + "epoch": 0.81, + "learning_rate": 9.855541895214677e-05, + "loss": 1.3742, + "theoretical_loss": 3.39670964347137, + "tokens_seen": 2254438400 + }, + { + "epoch": 0.81, + "learning_rate": 9.79643465103083e-05, + "loss": 1.3369, + "theoretical_loss": 3.396308000829799, + "tokens_seen": 2257715200 + }, + { + "epoch": 0.81, + "learning_rate": 9.737327406846984e-05, + "loss": 1.3328, + "theoretical_loss": 3.395907103653585, + "tokens_seen": 2260992000 + }, + { + "epoch": 0.81, + "learning_rate": 9.678220162663136e-05, + "loss": 1.3482, + "theoretical_loss": 3.395506949481734, + "tokens_seen": 2264268800 + }, + { + "epoch": 0.81, + "learning_rate": 9.61911291847929e-05, + "loss": 1.3684, + "theoretical_loss": 3.3951075358649208, + "tokens_seen": 2267545600 + }, + { + "epoch": 0.81, + "learning_rate": 9.560005674295443e-05, + "loss": 1.3336, + "theoretical_loss": 3.3947088603654203, + "tokens_seen": 2270822400 + }, + { + "epoch": 0.81, + "learning_rate": 9.500898430111594e-05, + "loss": 1.3909, + "theoretical_loss": 3.394310920557034, + "tokens_seen": 2274099200 + }, + { + "epoch": 0.81, + "learning_rate": 9.441791185927747e-05, + "loss": 1.38, + "theoretical_loss": 3.393913714025021, + "tokens_seen": 2277376000 + }, + { + "epoch": 0.81, + "learning_rate": 9.382683941743899e-05, + "loss": 1.4196, + "theoretical_loss": 3.393517238366023, + "tokens_seen": 2280652800 + }, + { + "epoch": 0.82, + "learning_rate": 9.323576697560053e-05, + "loss": 1.4212, + "theoretical_loss": 3.3931214911880008, + "tokens_seen": 2283929600 + }, + { + "epoch": 0.82, + "learning_rate": 9.264469453376206e-05, + "loss": 1.3868, + "theoretical_loss": 3.3927264701101594, + "tokens_seen": 2287206400 + }, + { + "epoch": 0.82, + "learning_rate": 9.205362209192358e-05, + "loss": 1.4082, + "theoretical_loss": 3.392332172762883, + "tokens_seen": 2290483200 + }, + { + "debugging/Self-BLEU-5": 0.515096219338814, + "debugging/distinct-1-grams": 0.7923118197529954, + "debugging/distinct-2-grams": 0.9542743672238616, + "debugging/entropy-1-grams": 6.147062465574793, + "debugging/entropy-2-grams": 7.107820582543805, + "debugging/length": 504.1666666666667, + "debugging/num_segments": 18, + "epoch": 0.82, + "objective/train/aligned_token_count": 0.47085776925086975, + "objective/train/avg_token_score": 0.012543069198727608, + "objective/train/docs_used": 1292636, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.418373465538025, + "objective/train/original_loss": 4.297422409057617, + "objective/train/theoretical_loss": 3.3919385967876625, + "objective/train/tokens_used": 2314220000, + "objective/train/unlikelihood_loss": 0.05740605667233467, + "theoretical_loss": 3.3919385967876625, + "tokens_seen": 2293760000 + }, + { + "epoch": 0.82, + "learning_rate": 9.146254965008512e-05, + "loss": 1.3649, + "theoretical_loss": 3.3919385967876625, + "tokens_seen": 2293760000 + }, + { + "epoch": 0.82, + "learning_rate": 9.087147720824665e-05, + "loss": 1.4007, + "theoretical_loss": 3.3915457398370323, + "tokens_seen": 2297036800 + }, + { + "epoch": 0.82, + "learning_rate": 9.028040476640817e-05, + "loss": 1.3838, + "theoretical_loss": 3.3911535995744995, + "tokens_seen": 2300313600 + }, + { + "epoch": 0.82, + "learning_rate": 8.96893323245697e-05, + "loss": 1.3577, + "theoretical_loss": 3.390762173674479, + "tokens_seen": 2303590400 + }, + { + "epoch": 0.82, + "learning_rate": 8.909825988273124e-05, + "loss": 1.3693, + "theoretical_loss": 3.3903714598222243, + "tokens_seen": 2306867200 + }, + { + "epoch": 0.83, + "learning_rate": 8.850718744089276e-05, + "loss": 1.3488, + "theoretical_loss": 3.389981455713767, + "tokens_seen": 2310144000 + }, + { + "epoch": 0.83, + "learning_rate": 8.79161149990543e-05, + "loss": 1.3865, + "theoretical_loss": 3.389592159055845, + "tokens_seen": 2313420800 + }, + { + "epoch": 0.83, + "learning_rate": 8.73250425572158e-05, + "loss": 1.4121, + "theoretical_loss": 3.389203567565843, + "tokens_seen": 2316697600 + }, + { + "epoch": 0.83, + "learning_rate": 8.673397011537734e-05, + "loss": 1.3339, + "theoretical_loss": 3.3888156789717243, + "tokens_seen": 2319974400 + }, + { + "epoch": 0.83, + "learning_rate": 8.614289767353887e-05, + "loss": 1.4217, + "theoretical_loss": 3.3884284910119704, + "tokens_seen": 2323251200 + }, + { + "epoch": 0.83, + "learning_rate": 8.555182523170039e-05, + "loss": 1.3886, + "theoretical_loss": 3.3880420014355135, + "tokens_seen": 2326528000 + }, + { + "epoch": 0.83, + "learning_rate": 8.496075278986193e-05, + "loss": 1.4026, + "theoretical_loss": 3.387656208001678, + "tokens_seen": 2329804800 + }, + { + "epoch": 0.83, + "learning_rate": 8.436968034802346e-05, + "loss": 1.3895, + "theoretical_loss": 3.387271108480113, + "tokens_seen": 2333081600 + }, + { + "epoch": 0.83, + "learning_rate": 8.377860790618498e-05, + "loss": 1.4091, + "theoretical_loss": 3.386886700650736, + "tokens_seen": 2336358400 + }, + { + "epoch": 0.84, + "learning_rate": 8.318753546434652e-05, + "loss": 1.4363, + "theoretical_loss": 3.386502982303667, + "tokens_seen": 2339635200 + }, + { + "epoch": 0.84, + "learning_rate": 8.259646302250804e-05, + "loss": 1.3802, + "theoretical_loss": 3.3861199512391673, + "tokens_seen": 2342912000 + }, + { + "epoch": 0.84, + "learning_rate": 8.200539058066957e-05, + "loss": 1.4167, + "theoretical_loss": 3.385737605267583, + "tokens_seen": 2346188800 + }, + { + "epoch": 0.84, + "learning_rate": 8.14143181388311e-05, + "loss": 1.4194, + "theoretical_loss": 3.38535594220928, + "tokens_seen": 2349465600 + }, + { + "epoch": 0.84, + "learning_rate": 8.082324569699263e-05, + "loss": 1.415, + "theoretical_loss": 3.3849749598945875, + "tokens_seen": 2352742400 + }, + { + "epoch": 0.84, + "learning_rate": 8.023217325515415e-05, + "loss": 1.3823, + "theoretical_loss": 3.3845946561637366, + "tokens_seen": 2356019200 + }, + { + "epoch": 0.84, + "learning_rate": 7.964110081331568e-05, + "loss": 1.4211, + "theoretical_loss": 3.384215028866803, + "tokens_seen": 2359296000 + }, + { + "epoch": 0.84, + "learning_rate": 7.90500283714772e-05, + "loss": 1.4082, + "theoretical_loss": 3.3838360758636474, + "tokens_seen": 2362572800 + }, + { + "epoch": 0.84, + "learning_rate": 7.845895592963874e-05, + "loss": 1.3822, + "theoretical_loss": 3.3834577950238582, + "tokens_seen": 2365849600 + }, + { + "epoch": 0.85, + "learning_rate": 7.786788348780027e-05, + "loss": 1.4206, + "theoretical_loss": 3.383080184226693, + "tokens_seen": 2369126400 + }, + { + "epoch": 0.85, + "learning_rate": 7.727681104596179e-05, + "loss": 1.4207, + "theoretical_loss": 3.3827032413610225, + "tokens_seen": 2372403200 + }, + { + "epoch": 0.85, + "learning_rate": 7.668573860412333e-05, + "loss": 1.3931, + "theoretical_loss": 3.382326964325273, + "tokens_seen": 2375680000 + }, + { + "epoch": 0.85, + "learning_rate": 7.609466616228485e-05, + "loss": 1.3736, + "theoretical_loss": 3.3819513510273698, + "tokens_seen": 2378956800 + }, + { + "epoch": 0.85, + "learning_rate": 7.550359372044638e-05, + "loss": 1.4021, + "theoretical_loss": 3.381576399384682, + "tokens_seen": 2382233600 + }, + { + "epoch": 0.85, + "learning_rate": 7.491252127860792e-05, + "loss": 1.4255, + "theoretical_loss": 3.3812021073239675, + "tokens_seen": 2385510400 + }, + { + "epoch": 0.85, + "learning_rate": 7.43332702856062e-05, + "loss": 1.445, + "theoretical_loss": 3.380828472781316, + "tokens_seen": 2388787200 + }, + { + "epoch": 0.85, + "learning_rate": 7.374219784376774e-05, + "loss": 1.4363, + "theoretical_loss": 3.380455493702095, + "tokens_seen": 2392064000 + }, + { + "epoch": 0.86, + "learning_rate": 7.315112540192927e-05, + "loss": 1.4321, + "theoretical_loss": 3.3800831680408963, + "tokens_seen": 2395340800 + }, + { + "epoch": 0.86, + "learning_rate": 7.256005296009079e-05, + "loss": 1.432, + "theoretical_loss": 3.3797114937614814, + "tokens_seen": 2398617600 + }, + { + "epoch": 0.86, + "learning_rate": 7.196898051825232e-05, + "loss": 1.4329, + "theoretical_loss": 3.3793404688367277, + "tokens_seen": 2401894400 + }, + { + "epoch": 0.86, + "learning_rate": 7.137790807641386e-05, + "loss": 1.4129, + "theoretical_loss": 3.378970091248576, + "tokens_seen": 2405171200 + }, + { + "epoch": 0.86, + "learning_rate": 7.078683563457537e-05, + "loss": 1.4203, + "theoretical_loss": 3.3786003589879763, + "tokens_seen": 2408448000 + }, + { + "epoch": 0.86, + "learning_rate": 7.01957631927369e-05, + "loss": 1.4073, + "theoretical_loss": 3.3782312700548376, + "tokens_seen": 2411724800 + }, + { + "epoch": 0.86, + "learning_rate": 6.960469075089842e-05, + "loss": 1.4167, + "theoretical_loss": 3.377862822457974, + "tokens_seen": 2415001600 + }, + { + "epoch": 0.86, + "learning_rate": 6.901361830905996e-05, + "loss": 1.4304, + "theoretical_loss": 3.3774950142150537, + "tokens_seen": 2418278400 + }, + { + "epoch": 0.86, + "learning_rate": 6.842254586722149e-05, + "loss": 1.4017, + "theoretical_loss": 3.3771278433525476, + "tokens_seen": 2421555200 + }, + { + "epoch": 0.87, + "learning_rate": 6.783147342538301e-05, + "loss": 1.3798, + "theoretical_loss": 3.376761307905678, + "tokens_seen": 2424832000 + }, + { + "epoch": 0.87, + "learning_rate": 6.724040098354455e-05, + "loss": 1.3717, + "theoretical_loss": 3.376395405918369, + "tokens_seen": 2428108800 + }, + { + "epoch": 0.87, + "learning_rate": 6.664932854170608e-05, + "loss": 1.3603, + "theoretical_loss": 3.3760301354431963, + "tokens_seen": 2431385600 + }, + { + "epoch": 0.87, + "learning_rate": 6.60582560998676e-05, + "loss": 1.3528, + "theoretical_loss": 3.375665494541335, + "tokens_seen": 2434662400 + }, + { + "epoch": 0.87, + "learning_rate": 6.546718365802913e-05, + "loss": 1.3544, + "theoretical_loss": 3.3753014812825133, + "tokens_seen": 2437939200 + }, + { + "epoch": 0.87, + "learning_rate": 6.487611121619067e-05, + "loss": 1.3258, + "theoretical_loss": 3.374938093744962, + "tokens_seen": 2441216000 + }, + { + "epoch": 0.87, + "learning_rate": 6.428503877435219e-05, + "loss": 1.3668, + "theoretical_loss": 3.3745753300153636, + "tokens_seen": 2444492800 + }, + { + "epoch": 0.87, + "learning_rate": 6.369396633251371e-05, + "loss": 1.3207, + "theoretical_loss": 3.374213188188808, + "tokens_seen": 2447769600 + }, + { + "epoch": 0.88, + "learning_rate": 6.310289389067523e-05, + "loss": 1.3243, + "theoretical_loss": 3.373851666368742, + "tokens_seen": 2451046400 + }, + { + "epoch": 0.88, + "learning_rate": 6.251182144883677e-05, + "loss": 1.3196, + "theoretical_loss": 3.373490762666921, + "tokens_seen": 2454323200 + }, + { + "epoch": 0.88, + "objective/train/aligned_token_count": 0.4221346378326416, + "objective/train/avg_token_score": 0.00902480911463499, + "objective/train/docs_used": 1380428, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.3149291276931763, + "objective/train/original_loss": 4.138779163360596, + "objective/train/theoretical_loss": 3.3731304752033617, + "objective/train/tokens_used": 2478060000, + "objective/train/unlikelihood_loss": 0.06334690004587173, + "theoretical_loss": 3.3731304752033617, + "tokens_seen": 2457600000 + }, + { + "epoch": 0.88, + "learning_rate": 6.19207490069983e-05, + "loss": 1.3459, + "theoretical_loss": 3.3731304752033617, + "tokens_seen": 2457600000 + }, + { + "epoch": 0.88, + "learning_rate": 6.132967656515983e-05, + "loss": 1.3593, + "theoretical_loss": 3.372770802106297, + "tokens_seen": 2460876800 + }, + { + "epoch": 0.88, + "learning_rate": 6.0738604123321355e-05, + "loss": 1.3737, + "theoretical_loss": 3.3724117415121273, + "tokens_seen": 2464153600 + }, + { + "epoch": 0.88, + "learning_rate": 6.014753168148288e-05, + "loss": 1.3976, + "theoretical_loss": 3.372053291565374, + "tokens_seen": 2467430400 + }, + { + "epoch": 0.88, + "learning_rate": 5.955645923964441e-05, + "loss": 1.4153, + "theoretical_loss": 3.3716954504186347, + "tokens_seen": 2470707200 + }, + { + "epoch": 0.88, + "learning_rate": 5.8965386797805945e-05, + "loss": 1.3804, + "theoretical_loss": 3.371338216232536, + "tokens_seen": 2473984000 + }, + { + "epoch": 0.88, + "learning_rate": 5.8374314355967466e-05, + "loss": 1.3947, + "theoretical_loss": 3.370981587175689, + "tokens_seen": 2477260800 + }, + { + "epoch": 0.89, + "learning_rate": 5.778324191412899e-05, + "loss": 1.406, + "theoretical_loss": 3.370625561424644, + "tokens_seen": 2480537600 + }, + { + "epoch": 0.89, + "learning_rate": 5.719216947229053e-05, + "loss": 1.3603, + "theoretical_loss": 3.3702701371638453, + "tokens_seen": 2483814400 + }, + { + "epoch": 0.89, + "learning_rate": 5.6601097030452055e-05, + "loss": 1.3793, + "theoretical_loss": 3.369915312585586, + "tokens_seen": 2487091200 + }, + { + "epoch": 0.89, + "learning_rate": 5.601002458861358e-05, + "loss": 1.385, + "theoretical_loss": 3.3695610858899663, + "tokens_seen": 2490368000 + }, + { + "epoch": 0.89, + "learning_rate": 5.541895214677511e-05, + "loss": 1.3394, + "theoretical_loss": 3.3692074552848457, + "tokens_seen": 2493644800 + }, + { + "epoch": 0.89, + "learning_rate": 5.482787970493664e-05, + "loss": 1.3435, + "theoretical_loss": 3.368854418985804, + "tokens_seen": 2496921600 + }, + { + "epoch": 0.89, + "learning_rate": 5.4236807263098165e-05, + "loss": 1.3515, + "theoretical_loss": 3.368501975216093, + "tokens_seen": 2500198400 + }, + { + "epoch": 0.89, + "learning_rate": 5.364573482125969e-05, + "loss": 1.3372, + "theoretical_loss": 3.3681501222065977, + "tokens_seen": 2503475200 + }, + { + "epoch": 0.9, + "learning_rate": 5.305466237942122e-05, + "loss": 1.3525, + "theoretical_loss": 3.367798858195792, + "tokens_seen": 2506752000 + }, + { + "epoch": 0.9, + "learning_rate": 5.2463589937582755e-05, + "loss": 1.3914, + "theoretical_loss": 3.367448181429695, + "tokens_seen": 2510028800 + }, + { + "epoch": 0.9, + "learning_rate": 5.187251749574428e-05, + "loss": 1.3694, + "theoretical_loss": 3.36709809016183, + "tokens_seen": 2513305600 + }, + { + "epoch": 0.9, + "learning_rate": 5.12814450539058e-05, + "loss": 1.3949, + "theoretical_loss": 3.3667485826531847, + "tokens_seen": 2516582400 + }, + { + "epoch": 0.9, + "learning_rate": 5.069037261206733e-05, + "loss": 1.4012, + "theoretical_loss": 3.366399657172166, + "tokens_seen": 2519859200 + }, + { + "epoch": 0.9, + "learning_rate": 5.0099300170228865e-05, + "loss": 1.3909, + "theoretical_loss": 3.36605131199456, + "tokens_seen": 2523136000 + }, + { + "epoch": 0.9, + "learning_rate": 4.9520049177227164e-05, + "loss": 1.397, + "theoretical_loss": 3.365703545403493, + "tokens_seen": 2526412800 + }, + { + "epoch": 0.9, + "learning_rate": 4.8928976735388685e-05, + "loss": 1.3346, + "theoretical_loss": 3.3653563556893875, + "tokens_seen": 2529689600 + }, + { + "epoch": 0.9, + "learning_rate": 4.833790429355022e-05, + "loss": 1.3652, + "theoretical_loss": 3.365009741149925, + "tokens_seen": 2532966400 + }, + { + "epoch": 0.91, + "learning_rate": 4.774683185171175e-05, + "loss": 1.4095, + "theoretical_loss": 3.364663700090004, + "tokens_seen": 2536243200 + }, + { + "epoch": 0.91, + "learning_rate": 4.7155759409873275e-05, + "loss": 1.3923, + "theoretical_loss": 3.3643182308216986, + "tokens_seen": 2539520000 + }, + { + "epoch": 0.91, + "learning_rate": 4.65646869680348e-05, + "loss": 1.3882, + "theoretical_loss": 3.3639733316642233, + "tokens_seen": 2542796800 + }, + { + "epoch": 0.91, + "learning_rate": 4.5973614526196336e-05, + "loss": 1.3783, + "theoretical_loss": 3.36362900094389, + "tokens_seen": 2546073600 + }, + { + "epoch": 0.91, + "learning_rate": 4.538254208435786e-05, + "loss": 1.3783, + "theoretical_loss": 3.3632852369940696, + "tokens_seen": 2549350400 + }, + { + "epoch": 0.91, + "learning_rate": 4.4791469642519385e-05, + "loss": 1.3835, + "theoretical_loss": 3.362942038155154, + "tokens_seen": 2552627200 + }, + { + "epoch": 0.91, + "learning_rate": 4.420039720068092e-05, + "loss": 1.2948, + "theoretical_loss": 3.362599402774518, + "tokens_seen": 2555904000 + }, + { + "epoch": 0.91, + "learning_rate": 4.360932475884245e-05, + "loss": 1.3548, + "theoretical_loss": 3.362257329206479, + "tokens_seen": 2559180800 + }, + { + "epoch": 0.92, + "learning_rate": 4.3018252317003974e-05, + "loss": 1.388, + "theoretical_loss": 3.36191581581226, + "tokens_seen": 2562457600 + }, + { + "epoch": 0.92, + "learning_rate": 4.24271798751655e-05, + "loss": 1.3497, + "theoretical_loss": 3.3615748609599545, + "tokens_seen": 2565734400 + }, + { + "epoch": 0.92, + "learning_rate": 4.183610743332703e-05, + "loss": 1.3323, + "theoretical_loss": 3.361234463024483, + "tokens_seen": 2569011200 + }, + { + "epoch": 0.92, + "learning_rate": 4.124503499148856e-05, + "loss": 1.3359, + "theoretical_loss": 3.3608946203875614, + "tokens_seen": 2572288000 + }, + { + "epoch": 0.92, + "learning_rate": 4.0653962549650085e-05, + "loss": 1.3368, + "theoretical_loss": 3.360555331437662, + "tokens_seen": 2575564800 + }, + { + "epoch": 0.92, + "learning_rate": 4.006289010781161e-05, + "loss": 1.3923, + "theoretical_loss": 3.360216594569975, + "tokens_seen": 2578841600 + }, + { + "epoch": 0.92, + "learning_rate": 3.9471817665973146e-05, + "loss": 1.3451, + "theoretical_loss": 3.3598784081863755, + "tokens_seen": 2582118400 + }, + { + "epoch": 0.92, + "learning_rate": 3.8880745224134674e-05, + "loss": 1.3632, + "theoretical_loss": 3.3595407706953835, + "tokens_seen": 2585395200 + }, + { + "epoch": 0.92, + "learning_rate": 3.8289672782296195e-05, + "loss": 1.3654, + "theoretical_loss": 3.359203680512131, + "tokens_seen": 2588672000 + }, + { + "epoch": 0.93, + "learning_rate": 3.769860034045772e-05, + "loss": 1.3643, + "theoretical_loss": 3.3588671360583247, + "tokens_seen": 2591948800 + }, + { + "epoch": 0.93, + "learning_rate": 3.710752789861926e-05, + "loss": 1.3947, + "theoretical_loss": 3.3585311357622096, + "tokens_seen": 2595225600 + }, + { + "epoch": 0.93, + "learning_rate": 3.6516455456780784e-05, + "loss": 1.3757, + "theoretical_loss": 3.358195678058536, + "tokens_seen": 2598502400 + }, + { + "epoch": 0.93, + "learning_rate": 3.592538301494231e-05, + "loss": 1.4108, + "theoretical_loss": 3.3578607613885225, + "tokens_seen": 2601779200 + }, + { + "epoch": 0.93, + "learning_rate": 3.5334310573103846e-05, + "loss": 1.3537, + "theoretical_loss": 3.357526384199822, + "tokens_seen": 2605056000 + }, + { + "epoch": 0.93, + "learning_rate": 3.474323813126537e-05, + "loss": 1.3939, + "theoretical_loss": 3.3571925449464874, + "tokens_seen": 2608332800 + }, + { + "epoch": 0.93, + "learning_rate": 3.4152165689426895e-05, + "loss": 1.3768, + "theoretical_loss": 3.356859242088935, + "tokens_seen": 2611609600 + }, + { + "epoch": 0.93, + "learning_rate": 3.356109324758842e-05, + "loss": 1.3289, + "theoretical_loss": 3.356526474093914, + "tokens_seen": 2614886400 + }, + { + "epoch": 0.94, + "learning_rate": 3.2970020805749956e-05, + "loss": 1.3335, + "theoretical_loss": 3.35619423943447, + "tokens_seen": 2618163200 + }, + { + "debugging/Self-BLEU-5": 0.449855913696806, + "debugging/distinct-1-grams": 0.769778305351557, + "debugging/distinct-2-grams": 0.9467712904639874, + "debugging/entropy-1-grams": 5.998633443012235, + "debugging/entropy-2-grams": 6.951908950814323, + "debugging/length": 469.11764705882354, + "debugging/num_segments": 17, + "epoch": 0.94, + "objective/train/aligned_token_count": 0.3779630959033966, + "objective/train/avg_token_score": 0.03908296674489975, + "objective/train/docs_used": 1474904, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.1867965459823608, + "objective/train/original_loss": 4.792757987976074, + "objective/train/theoretical_loss": 3.3558625365899117, + "objective/train/tokens_used": 2641900000, + "objective/train/unlikelihood_loss": 0.04611174017190933, + "theoretical_loss": 3.3558625365899117, + "tokens_seen": 2621440000 + }, + { + "epoch": 0.94, + "learning_rate": 3.2378948363911484e-05, + "loss": 1.3835, + "theoretical_loss": 3.3558625365899117, + "tokens_seen": 2621440000 + }, + { + "epoch": 0.94, + "learning_rate": 3.178787592207301e-05, + "loss": 1.3736, + "theoretical_loss": 3.3555313640457776, + "tokens_seen": 2624716800 + }, + { + "epoch": 0.94, + "learning_rate": 3.119680348023454e-05, + "loss": 1.3462, + "theoretical_loss": 3.355200720293803, + "tokens_seen": 2627993600 + }, + { + "epoch": 0.94, + "learning_rate": 3.060573103839607e-05, + "loss": 1.3732, + "theoretical_loss": 3.3548706038318867, + "tokens_seen": 2631270400 + }, + { + "epoch": 0.94, + "learning_rate": 3.0014658596557594e-05, + "loss": 1.3391, + "theoretical_loss": 3.3545410131640585, + "tokens_seen": 2634547200 + }, + { + "epoch": 0.94, + "learning_rate": 2.9423586154719122e-05, + "loss": 1.344, + "theoretical_loss": 3.354211946800446, + "tokens_seen": 2637824000 + }, + { + "epoch": 0.94, + "learning_rate": 2.8832513712880653e-05, + "loss": 1.3191, + "theoretical_loss": 3.3538834032572424, + "tokens_seen": 2641100800 + }, + { + "epoch": 0.94, + "learning_rate": 2.8241441271042177e-05, + "loss": 1.3711, + "theoretical_loss": 3.3535553810566743, + "tokens_seen": 2644377600 + }, + { + "epoch": 0.95, + "learning_rate": 2.7650368829203708e-05, + "loss": 1.3402, + "theoretical_loss": 3.3532278787269707, + "tokens_seen": 2647654400 + }, + { + "epoch": 0.95, + "learning_rate": 2.705929638736524e-05, + "loss": 1.3331, + "theoretical_loss": 3.35290089480233, + "tokens_seen": 2650931200 + }, + { + "epoch": 0.95, + "learning_rate": 2.6468223945526763e-05, + "loss": 1.3489, + "theoretical_loss": 3.352574427822888, + "tokens_seen": 2654208000 + }, + { + "epoch": 0.95, + "learning_rate": 2.5877151503688294e-05, + "loss": 1.3631, + "theoretical_loss": 3.3522484763346885, + "tokens_seen": 2657484800 + }, + { + "epoch": 0.95, + "learning_rate": 2.529790051068659e-05, + "loss": 1.327, + "theoretical_loss": 3.3519230388896504, + "tokens_seen": 2660761600 + }, + { + "epoch": 0.95, + "learning_rate": 2.4706828068848117e-05, + "loss": 1.3363, + "theoretical_loss": 3.3515981140455375, + "tokens_seen": 2664038400 + }, + { + "epoch": 0.95, + "learning_rate": 2.4115755627009645e-05, + "loss": 1.3512, + "theoretical_loss": 3.3512737003659288, + "tokens_seen": 2667315200 + }, + { + "epoch": 0.95, + "learning_rate": 2.3524683185171176e-05, + "loss": 1.3469, + "theoretical_loss": 3.350949796420184, + "tokens_seen": 2670592000 + }, + { + "epoch": 0.95, + "learning_rate": 2.2933610743332703e-05, + "loss": 1.3514, + "theoretical_loss": 3.3506264007834186, + "tokens_seen": 2673868800 + }, + { + "epoch": 0.96, + "learning_rate": 2.234253830149423e-05, + "loss": 1.371, + "theoretical_loss": 3.3503035120364704, + "tokens_seen": 2677145600 + }, + { + "epoch": 0.96, + "learning_rate": 2.1751465859655762e-05, + "loss": 1.3507, + "theoretical_loss": 3.349981128765869, + "tokens_seen": 2680422400 + }, + { + "epoch": 0.96, + "learning_rate": 2.1160393417817286e-05, + "loss": 1.331, + "theoretical_loss": 3.3496592495638096, + "tokens_seen": 2683699200 + }, + { + "epoch": 0.96, + "learning_rate": 2.0569320975978817e-05, + "loss": 1.3342, + "theoretical_loss": 3.349337873028119, + "tokens_seen": 2686976000 + }, + { + "epoch": 0.96, + "learning_rate": 1.9978248534140345e-05, + "loss": 1.3664, + "theoretical_loss": 3.349016997762229, + "tokens_seen": 2690252800 + }, + { + "epoch": 0.96, + "learning_rate": 1.9387176092301876e-05, + "loss": 1.3547, + "theoretical_loss": 3.348696622375147, + "tokens_seen": 2693529600 + }, + { + "epoch": 0.96, + "learning_rate": 1.87961036504634e-05, + "loss": 1.3679, + "theoretical_loss": 3.3483767454814255, + "tokens_seen": 2696806400 + }, + { + "epoch": 0.96, + "learning_rate": 1.820503120862493e-05, + "loss": 1.3522, + "theoretical_loss": 3.3480573657011354, + "tokens_seen": 2700083200 + }, + { + "epoch": 0.97, + "learning_rate": 1.7613958766786458e-05, + "loss": 1.3502, + "theoretical_loss": 3.347738481659836, + "tokens_seen": 2703360000 + }, + { + "epoch": 0.97, + "learning_rate": 1.7022886324947986e-05, + "loss": 1.3455, + "theoretical_loss": 3.347420091988546, + "tokens_seen": 2706636800 + }, + { + "epoch": 0.97, + "learning_rate": 1.6431813883109513e-05, + "loss": 1.3689, + "theoretical_loss": 3.3471021953237177, + "tokens_seen": 2709913600 + }, + { + "epoch": 0.97, + "learning_rate": 1.5840741441271044e-05, + "loss": 1.4061, + "theoretical_loss": 3.346784790307205, + "tokens_seen": 2713190400 + }, + { + "epoch": 0.97, + "learning_rate": 1.524966899943257e-05, + "loss": 1.3691, + "theoretical_loss": 3.346467875586239, + "tokens_seen": 2716467200 + }, + { + "epoch": 0.97, + "learning_rate": 1.46585965575941e-05, + "loss": 1.3241, + "theoretical_loss": 3.3461514498133997, + "tokens_seen": 2719744000 + }, + { + "epoch": 0.97, + "learning_rate": 1.4067524115755627e-05, + "loss": 1.3172, + "theoretical_loss": 3.345835511646587, + "tokens_seen": 2723020800 + }, + { + "epoch": 0.97, + "learning_rate": 1.3476451673917156e-05, + "loss": 1.3039, + "theoretical_loss": 3.345520059748993, + "tokens_seen": 2726297600 + }, + { + "epoch": 0.97, + "learning_rate": 1.2885379232078684e-05, + "loss": 1.3288, + "theoretical_loss": 3.3452050927890777, + "tokens_seen": 2729574400 + }, + { + "epoch": 0.98, + "learning_rate": 1.2294306790240211e-05, + "loss": 1.3464, + "theoretical_loss": 3.3448906094405393, + "tokens_seen": 2732851200 + }, + { + "epoch": 0.98, + "learning_rate": 1.170323434840174e-05, + "loss": 1.3185, + "theoretical_loss": 3.344576608382288, + "tokens_seen": 2736128000 + }, + { + "epoch": 0.98, + "learning_rate": 1.1112161906563268e-05, + "loss": 1.3816, + "theoretical_loss": 3.34426308829842, + "tokens_seen": 2739404800 + }, + { + "epoch": 0.98, + "learning_rate": 1.0521089464724796e-05, + "loss": 1.363, + "theoretical_loss": 3.343950047878189, + "tokens_seen": 2742681600 + }, + { + "epoch": 0.98, + "learning_rate": 9.930017022886325e-06, + "loss": 1.3504, + "theoretical_loss": 3.343637485815983, + "tokens_seen": 2745958400 + }, + { + "epoch": 0.98, + "learning_rate": 9.338944581047854e-06, + "loss": 1.3662, + "theoretical_loss": 3.3433254008112963, + "tokens_seen": 2749235200 + }, + { + "epoch": 0.98, + "learning_rate": 8.747872139209382e-06, + "loss": 1.4015, + "theoretical_loss": 3.343013791568702, + "tokens_seen": 2752512000 + }, + { + "epoch": 0.98, + "learning_rate": 8.156799697370911e-06, + "loss": 1.4013, + "theoretical_loss": 3.342702656797829, + "tokens_seen": 2755788800 + }, + { + "epoch": 0.99, + "learning_rate": 7.565727255532439e-06, + "loss": 1.3931, + "theoretical_loss": 3.342391995213335, + "tokens_seen": 2759065600 + }, + { + "epoch": 0.99, + "learning_rate": 6.974654813693967e-06, + "loss": 1.414, + "theoretical_loss": 3.34208180553488, + "tokens_seen": 2762342400 + }, + { + "epoch": 0.99, + "learning_rate": 6.383582371855495e-06, + "loss": 1.4041, + "theoretical_loss": 3.341772086487102, + "tokens_seen": 2765619200 + }, + { + "epoch": 0.99, + "learning_rate": 5.792509930017023e-06, + "loss": 1.4063, + "theoretical_loss": 3.341462836799593, + "tokens_seen": 2768896000 + }, + { + "epoch": 0.99, + "learning_rate": 5.2014374881785515e-06, + "loss": 1.4269, + "theoretical_loss": 3.341154055206871, + "tokens_seen": 2772172800 + }, + { + "epoch": 0.99, + "learning_rate": 4.610365046340079e-06, + "loss": 1.433, + "theoretical_loss": 3.3408457404483576, + "tokens_seen": 2775449600 + }, + { + "epoch": 0.99, + "learning_rate": 4.0192926045016075e-06, + "loss": 1.3909, + "theoretical_loss": 3.3405378912683514, + "tokens_seen": 2778726400 + }, + { + "epoch": 0.99, + "learning_rate": 3.4282201626631363e-06, + "loss": 1.4514, + "theoretical_loss": 3.340230506416005, + "tokens_seen": 2782003200 + }, + { + "epoch": 0.99, + "objective/train/aligned_token_count": 0.4079912006855011, + "objective/train/avg_token_score": 0.025389162823557854, + "objective/train/docs_used": 1566749, + "objective/train/instantaneous_batch_size": 32, + "objective/train/instantaneous_microbatch_size": 32768, + "objective/train/likelihood_loss": 1.3449466228485107, + "objective/train/original_loss": 5.0562591552734375, + "objective/train/theoretical_loss": 3.3399235846453004, + "objective/train/tokens_used": 2805740000, + "objective/train/unlikelihood_loss": 0.04297417774796486, + "theoretical_loss": 3.3399235846453004, + "tokens_seen": 2785280000 + }, + { + "epoch": 0.99, + "learning_rate": 2.8371477208246643e-06, + "loss": 1.4519, + "theoretical_loss": 3.3399235846453004, + "tokens_seen": 2785280000 + }, + { + "epoch": 1.0, + "learning_rate": 2.2460752789861923e-06, + "loss": 1.4355, + "theoretical_loss": 3.3396171247150224, + "tokens_seen": 2788556800 + }, + { + "epoch": 1.0, + "learning_rate": 1.6668242859844903e-06, + "loss": 1.3904, + "theoretical_loss": 3.3393111253887375, + "tokens_seen": 2791833600 + }, + { + "epoch": 1.0, + "learning_rate": 1.0757518441460185e-06, + "loss": 1.3914, + "theoretical_loss": 3.339005585434769, + "tokens_seen": 2795110400 + }, + { + "epoch": 1.0, + "learning_rate": 4.846794023075469e-07, + "loss": 1.3644, + "theoretical_loss": 3.338700503626171, + "tokens_seen": 2798387200 + } + ], + "max_steps": 42724, + "num_train_epochs": 9223372036854775807, + "total_flos": 1.42878663770112e+18, + "trial_name": null, + "trial_params": null +}