{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 3.1749502982107356, "eval_steps": 500, "global_step": 600, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "entropy": 0.9081946484744549, "epoch": 0.053015241882041084, "grad_norm": 51.5, "learning_rate": 3e-06, "loss": 2.320839500427246, "mean_token_accuracy": 0.5708254482597113, "num_tokens": 30761.0, "step": 10 }, { "entropy": 1.032745758444071, "epoch": 0.10603048376408217, "grad_norm": 21.125, "learning_rate": 6.333333333333333e-06, "loss": 1.9631355285644532, "mean_token_accuracy": 0.5809337079524994, "num_tokens": 61277.0, "step": 20 }, { "entropy": 1.2370933540165425, "epoch": 0.15904572564612326, "grad_norm": 11.0625, "learning_rate": 9.666666666666667e-06, "loss": 1.4653306961059571, "mean_token_accuracy": 0.6311864696443081, "num_tokens": 91730.0, "step": 30 }, { "entropy": 1.1646109029650689, "epoch": 0.21206096752816433, "grad_norm": 8.5625, "learning_rate": 1.3000000000000001e-05, "loss": 1.200753402709961, "mean_token_accuracy": 0.6730783767998219, "num_tokens": 122896.0, "step": 40 }, { "entropy": 1.0138436160981654, "epoch": 0.26507620941020543, "grad_norm": 7.4375, "learning_rate": 1.6333333333333335e-05, "loss": 1.0109354972839355, "mean_token_accuracy": 0.7080431424081326, "num_tokens": 153323.0, "step": 50 }, { "entropy": 0.8669569574296474, "epoch": 0.31809145129224653, "grad_norm": 6.75, "learning_rate": 1.9666666666666666e-05, "loss": 0.8859419822692871, "mean_token_accuracy": 0.7356305047869682, "num_tokens": 183928.0, "step": 60 }, { "entropy": 0.856675973534584, "epoch": 0.3711066931742876, "grad_norm": 7.6875, "learning_rate": 1.9666666666666666e-05, "loss": 0.8721119880676269, "mean_token_accuracy": 0.7318881675601006, "num_tokens": 215054.0, "step": 70 }, { "entropy": 0.7872001446783543, "epoch": 0.42412193505632867, "grad_norm": 7.46875, "learning_rate": 1.92962962962963e-05, "loss": 0.7920477390289307, "mean_token_accuracy": 0.7553018122911453, "num_tokens": 245614.0, "step": 80 }, { "entropy": 0.7739131577312947, "epoch": 0.47713717693836977, "grad_norm": 7.09375, "learning_rate": 1.8925925925925928e-05, "loss": 0.7949441432952881, "mean_token_accuracy": 0.7514781631529331, "num_tokens": 276651.0, "step": 90 }, { "entropy": 0.7763891488313674, "epoch": 0.5301524188204109, "grad_norm": 7.8125, "learning_rate": 1.8555555555555557e-05, "loss": 0.7867375373840332, "mean_token_accuracy": 0.7523738898336887, "num_tokens": 308561.0, "step": 100 }, { "entropy": 0.7757978036999702, "epoch": 0.583167660702452, "grad_norm": 7.21875, "learning_rate": 1.8185185185185186e-05, "loss": 0.7776416301727295, "mean_token_accuracy": 0.7548527352511882, "num_tokens": 339537.0, "step": 110 }, { "entropy": 0.7528716944158077, "epoch": 0.6361829025844931, "grad_norm": 6.28125, "learning_rate": 1.7814814814814815e-05, "loss": 0.7566296100616455, "mean_token_accuracy": 0.7637521453201771, "num_tokens": 370938.0, "step": 120 }, { "entropy": 0.7483146995306015, "epoch": 0.6891981444665342, "grad_norm": 7.0, "learning_rate": 1.7444444444444448e-05, "loss": 0.7508650302886963, "mean_token_accuracy": 0.758705198019743, "num_tokens": 402708.0, "step": 130 }, { "entropy": 0.7206243231892586, "epoch": 0.7422133863485753, "grad_norm": 6.65625, "learning_rate": 1.7074074074074077e-05, "loss": 0.7531259536743165, "mean_token_accuracy": 0.7641572073101998, "num_tokens": 433645.0, "step": 140 }, { "entropy": 0.7596748031675815, "epoch": 0.7952286282306164, "grad_norm": 6.03125, "learning_rate": 1.6703703703703703e-05, "loss": 0.7591583728790283, "mean_token_accuracy": 0.7570627965033054, "num_tokens": 465791.0, "step": 150 }, { "entropy": 0.7133973561227321, "epoch": 0.8482438701126573, "grad_norm": 7.125, "learning_rate": 1.6333333333333335e-05, "loss": 0.7458220005035401, "mean_token_accuracy": 0.7626615799963474, "num_tokens": 497296.0, "step": 160 }, { "entropy": 0.7134327009320259, "epoch": 0.9012591119946984, "grad_norm": 7.0, "learning_rate": 1.5962962962962964e-05, "loss": 0.7290266990661621, "mean_token_accuracy": 0.7681502625346184, "num_tokens": 528181.0, "step": 170 }, { "entropy": 0.7324420973658562, "epoch": 0.9542743538767395, "grad_norm": 7.5, "learning_rate": 1.5592592592592593e-05, "loss": 0.731742525100708, "mean_token_accuracy": 0.7631207950413227, "num_tokens": 558915.0, "step": 180 }, { "entropy": 0.7100333733992144, "epoch": 1.0053015241882042, "grad_norm": 8.3125, "learning_rate": 1.5222222222222223e-05, "loss": 0.7303330898284912, "mean_token_accuracy": 0.7633489200047084, "num_tokens": 588567.0, "step": 190 }, { "entropy": 0.6628884050995112, "epoch": 1.0583167660702453, "grad_norm": 7.0625, "learning_rate": 1.4851851851851853e-05, "loss": 0.6481011867523193, "mean_token_accuracy": 0.7933171860873699, "num_tokens": 619081.0, "step": 200 }, { "entropy": 0.6257969986647367, "epoch": 1.1113320079522864, "grad_norm": 7.25, "learning_rate": 1.4481481481481483e-05, "loss": 0.642666244506836, "mean_token_accuracy": 0.7921255677938461, "num_tokens": 650402.0, "step": 210 }, { "entropy": 0.6399037420749665, "epoch": 1.1643472498343272, "grad_norm": 6.03125, "learning_rate": 1.4111111111111113e-05, "loss": 0.6525338172912598, "mean_token_accuracy": 0.7887163788080216, "num_tokens": 681837.0, "step": 220 }, { "entropy": 0.6367121540009976, "epoch": 1.2173624917163686, "grad_norm": 7.59375, "learning_rate": 1.3740740740740741e-05, "loss": 0.6356833457946778, "mean_token_accuracy": 0.7893597863614559, "num_tokens": 712571.0, "step": 230 }, { "entropy": 0.6334792256355286, "epoch": 1.2703777335984094, "grad_norm": 6.6875, "learning_rate": 1.3370370370370372e-05, "loss": 0.6391499996185303, "mean_token_accuracy": 0.7947010740637779, "num_tokens": 743396.0, "step": 240 }, { "entropy": 0.6417076423764229, "epoch": 1.3233929754804508, "grad_norm": 7.4375, "learning_rate": 1.3000000000000001e-05, "loss": 0.6563210010528564, "mean_token_accuracy": 0.787147381901741, "num_tokens": 774883.0, "step": 250 }, { "entropy": 0.6213644035160542, "epoch": 1.3764082173624916, "grad_norm": 7.1875, "learning_rate": 1.2629629629629632e-05, "loss": 0.6295370578765869, "mean_token_accuracy": 0.7955153584480286, "num_tokens": 805520.0, "step": 260 }, { "entropy": 0.6552363462746144, "epoch": 1.4294234592445327, "grad_norm": 6.84375, "learning_rate": 1.225925925925926e-05, "loss": 0.6632986068725586, "mean_token_accuracy": 0.7826757229864597, "num_tokens": 836758.0, "step": 270 }, { "entropy": 0.6550090927630663, "epoch": 1.4824387011265738, "grad_norm": 7.25, "learning_rate": 1.188888888888889e-05, "loss": 0.6479949474334716, "mean_token_accuracy": 0.78950335085392, "num_tokens": 868056.0, "step": 280 }, { "entropy": 0.6275094959884882, "epoch": 1.535453943008615, "grad_norm": 6.4375, "learning_rate": 1.151851851851852e-05, "loss": 0.6384372234344482, "mean_token_accuracy": 0.7930210866034031, "num_tokens": 899420.0, "step": 290 }, { "entropy": 0.6052290312945843, "epoch": 1.588469184890656, "grad_norm": 6.875, "learning_rate": 1.114814814814815e-05, "loss": 0.609743309020996, "mean_token_accuracy": 0.7990770071744919, "num_tokens": 929571.0, "step": 300 }, { "entropy": 0.6174360021948815, "epoch": 1.6414844267726971, "grad_norm": 7.0625, "learning_rate": 1.0777777777777778e-05, "loss": 0.6313478946685791, "mean_token_accuracy": 0.7964761383831501, "num_tokens": 960928.0, "step": 310 }, { "entropy": 0.6127162992954254, "epoch": 1.6944996686547382, "grad_norm": 6.5625, "learning_rate": 1.0407407407407408e-05, "loss": 0.6150648593902588, "mean_token_accuracy": 0.8008938111364842, "num_tokens": 991961.0, "step": 320 }, { "entropy": 0.5947048265486956, "epoch": 1.7475149105367793, "grad_norm": 7.65625, "learning_rate": 1.003703703703704e-05, "loss": 0.6053301334381104, "mean_token_accuracy": 0.801536674797535, "num_tokens": 1022013.0, "step": 330 }, { "entropy": 0.6275908622890711, "epoch": 1.8005301524188204, "grad_norm": 6.9375, "learning_rate": 9.666666666666667e-06, "loss": 0.6307861804962158, "mean_token_accuracy": 0.7918523952364922, "num_tokens": 1053061.0, "step": 340 }, { "entropy": 0.6406017865985631, "epoch": 1.8535453943008615, "grad_norm": 7.0, "learning_rate": 9.296296296296296e-06, "loss": 0.6534273147583007, "mean_token_accuracy": 0.789715650677681, "num_tokens": 1085392.0, "step": 350 }, { "entropy": 0.6285702683031559, "epoch": 1.9065606361829026, "grad_norm": 7.8125, "learning_rate": 8.925925925925927e-06, "loss": 0.6331883907318115, "mean_token_accuracy": 0.7924636773765087, "num_tokens": 1117204.0, "step": 360 }, { "entropy": 0.615465309098363, "epoch": 1.9595758780649437, "grad_norm": 7.25, "learning_rate": 8.555555555555556e-06, "loss": 0.6278977870941163, "mean_token_accuracy": 0.7965366452932358, "num_tokens": 1147711.0, "step": 370 }, { "entropy": 0.6297557744886968, "epoch": 2.0106030483764084, "grad_norm": 6.46875, "learning_rate": 8.185185185185187e-06, "loss": 0.6424172878265381, "mean_token_accuracy": 0.7955868112576472, "num_tokens": 1177908.0, "step": 380 }, { "entropy": 0.599795724824071, "epoch": 2.0636182902584492, "grad_norm": 6.4375, "learning_rate": 7.814814814814816e-06, "loss": 0.5880236625671387, "mean_token_accuracy": 0.805521210283041, "num_tokens": 1209330.0, "step": 390 }, { "entropy": 0.5943233758211136, "epoch": 2.1166335321404905, "grad_norm": 6.9375, "learning_rate": 7.444444444444445e-06, "loss": 0.5809715270996094, "mean_token_accuracy": 0.8090382158756256, "num_tokens": 1241043.0, "step": 400 }, { "entropy": 0.583736015111208, "epoch": 2.1696487740225314, "grad_norm": 6.875, "learning_rate": 7.074074074074074e-06, "loss": 0.595209789276123, "mean_token_accuracy": 0.8054515205323696, "num_tokens": 1272875.0, "step": 410 }, { "entropy": 0.5891257628798485, "epoch": 2.2226640159045727, "grad_norm": 7.875, "learning_rate": 6.703703703703704e-06, "loss": 0.6067119598388672, "mean_token_accuracy": 0.8018631525337696, "num_tokens": 1303473.0, "step": 420 }, { "entropy": 0.5886123344302178, "epoch": 2.2756792577866136, "grad_norm": 7.65625, "learning_rate": 6.333333333333333e-06, "loss": 0.577965784072876, "mean_token_accuracy": 0.8081556148827076, "num_tokens": 1335327.0, "step": 430 }, { "entropy": 0.5796562805771828, "epoch": 2.3286944996686545, "grad_norm": 8.125, "learning_rate": 5.962962962962963e-06, "loss": 0.5881845951080322, "mean_token_accuracy": 0.8047773309051991, "num_tokens": 1366019.0, "step": 440 }, { "entropy": 0.590113490819931, "epoch": 2.381709741550696, "grad_norm": 6.96875, "learning_rate": 5.5925925925925926e-06, "loss": 0.593454647064209, "mean_token_accuracy": 0.809637114405632, "num_tokens": 1397101.0, "step": 450 }, { "entropy": 0.570321362093091, "epoch": 2.434724983432737, "grad_norm": 7.34375, "learning_rate": 5.2222222222222226e-06, "loss": 0.5790628910064697, "mean_token_accuracy": 0.809483564645052, "num_tokens": 1428115.0, "step": 460 }, { "entropy": 0.6001236628741026, "epoch": 2.487740225314778, "grad_norm": 7.21875, "learning_rate": 4.851851851851852e-06, "loss": 0.6089425086975098, "mean_token_accuracy": 0.8031827084720135, "num_tokens": 1460337.0, "step": 470 }, { "entropy": 0.5818770505487919, "epoch": 2.540755467196819, "grad_norm": 6.5625, "learning_rate": 4.481481481481482e-06, "loss": 0.5913994789123536, "mean_token_accuracy": 0.8058472029864788, "num_tokens": 1491465.0, "step": 480 }, { "entropy": 0.5761014901101589, "epoch": 2.59377070907886, "grad_norm": 7.25, "learning_rate": 4.111111111111111e-06, "loss": 0.573754072189331, "mean_token_accuracy": 0.8119833193719387, "num_tokens": 1522283.0, "step": 490 }, { "entropy": 0.5881835252046586, "epoch": 2.6467859509609015, "grad_norm": 7.8125, "learning_rate": 3.740740740740741e-06, "loss": 0.5855993270874024, "mean_token_accuracy": 0.8061533674597741, "num_tokens": 1553066.0, "step": 500 }, { "entropy": 0.5923898722976446, "epoch": 2.6998011928429424, "grad_norm": 7.25, "learning_rate": 3.3703703703703705e-06, "loss": 0.5783270835876465, "mean_token_accuracy": 0.8092506147921086, "num_tokens": 1583785.0, "step": 510 }, { "entropy": 0.5890947930514813, "epoch": 2.7528164347249833, "grad_norm": 7.09375, "learning_rate": 3e-06, "loss": 0.5847487449645996, "mean_token_accuracy": 0.8107674546539784, "num_tokens": 1615166.0, "step": 520 }, { "entropy": 0.5714535418897867, "epoch": 2.8058316766070246, "grad_norm": 7.0, "learning_rate": 2.6296296296296297e-06, "loss": 0.5737119197845459, "mean_token_accuracy": 0.8139248043298721, "num_tokens": 1646166.0, "step": 530 }, { "entropy": 0.5585082449018955, "epoch": 2.8588469184890655, "grad_norm": 8.75, "learning_rate": 2.2592592592592592e-06, "loss": 0.5831988334655762, "mean_token_accuracy": 0.8078319534659386, "num_tokens": 1675970.0, "step": 540 }, { "entropy": 0.5816058319061994, "epoch": 2.911862160371107, "grad_norm": 6.6875, "learning_rate": 1.888888888888889e-06, "loss": 0.585014820098877, "mean_token_accuracy": 0.8070621207356453, "num_tokens": 1707365.0, "step": 550 }, { "entropy": 0.5718538902699948, "epoch": 2.9648774022531477, "grad_norm": 7.4375, "learning_rate": 1.5185185185185186e-06, "loss": 0.5958520889282226, "mean_token_accuracy": 0.8062198340892792, "num_tokens": 1737306.0, "step": 560 }, { "entropy": 0.5680852636888429, "epoch": 3.0159045725646125, "grad_norm": 7.28125, "learning_rate": 1.1481481481481482e-06, "loss": 0.5883944511413575, "mean_token_accuracy": 0.8095385347093854, "num_tokens": 1766093.0, "step": 570 }, { "entropy": 0.5735234707593918, "epoch": 3.0689198144466534, "grad_norm": 6.1875, "learning_rate": 7.777777777777779e-07, "loss": 0.5706701755523682, "mean_token_accuracy": 0.8123805336654186, "num_tokens": 1796844.0, "step": 580 }, { "entropy": 0.575826159119606, "epoch": 3.1219350563286943, "grad_norm": 6.9375, "learning_rate": 4.074074074074075e-07, "loss": 0.5520034790039062, "mean_token_accuracy": 0.8180661156773568, "num_tokens": 1828137.0, "step": 590 }, { "entropy": 0.5985390111804009, "epoch": 3.1749502982107356, "grad_norm": 7.34375, "learning_rate": 3.703703703703704e-08, "loss": 0.5971494674682617, "mean_token_accuracy": 0.8037057816982269, "num_tokens": 1859725.0, "step": 600 } ], "logging_steps": 10, "max_steps": 600, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1.7956887511474176e+16, "train_batch_size": 2, "trial_name": null, "trial_params": null }