| { |
| "best_global_step": null, |
| "best_metric": null, |
| "best_model_checkpoint": null, |
| "epoch": 2.4126984126984126, |
| "eval_steps": 500, |
| "global_step": 152, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "entropy": 0.25798711776733396, |
| "epoch": 0.07936507936507936, |
| "grad_norm": 0.6395628452301025, |
| "learning_rate": 3.3333333333333335e-05, |
| "loss": 0.33170533180236816, |
| "mean_token_accuracy": 0.9083019256591797, |
| "num_tokens": 2249744.0, |
| "step": 5 |
| }, |
| { |
| "entropy": 0.1518770933151245, |
| "epoch": 0.15873015873015872, |
| "grad_norm": 0.27742329239845276, |
| "learning_rate": 4.9966852247120764e-05, |
| "loss": 0.14515713453292847, |
| "mean_token_accuracy": 0.9476617932319641, |
| "num_tokens": 4502357.0, |
| "step": 10 |
| }, |
| { |
| "entropy": 0.1205204889178276, |
| "epoch": 0.23809523809523808, |
| "grad_norm": 0.15280286967754364, |
| "learning_rate": 4.976460088644493e-05, |
| "loss": 0.11978392601013184, |
| "mean_token_accuracy": 0.9552689790725708, |
| "num_tokens": 6750630.0, |
| "step": 15 |
| }, |
| { |
| "entropy": 0.1094709500670433, |
| "epoch": 0.31746031746031744, |
| "grad_norm": 0.13621626794338226, |
| "learning_rate": 4.938000100611456e-05, |
| "loss": 0.10746543407440186, |
| "mean_token_accuracy": 0.9598726153373718, |
| "num_tokens": 8991471.0, |
| "step": 20 |
| }, |
| { |
| "entropy": 0.10419090241193771, |
| "epoch": 0.3968253968253968, |
| "grad_norm": 0.16320250928401947, |
| "learning_rate": 4.881588452008456e-05, |
| "loss": 0.10661067962646484, |
| "mean_token_accuracy": 0.9599695205688477, |
| "num_tokens": 11228489.0, |
| "step": 25 |
| }, |
| { |
| "entropy": 0.09569432139396668, |
| "epoch": 0.47619047619047616, |
| "grad_norm": 0.15873780846595764, |
| "learning_rate": 4.80764051721044e-05, |
| "loss": 0.09594419002532958, |
| "mean_token_accuracy": 0.9637031435966492, |
| "num_tokens": 13464387.0, |
| "step": 30 |
| }, |
| { |
| "entropy": 0.09625398516654968, |
| "epoch": 0.5555555555555556, |
| "grad_norm": 0.15297284722328186, |
| "learning_rate": 4.7167007950568505e-05, |
| "loss": 0.09495124220848083, |
| "mean_token_accuracy": 0.964220929145813, |
| "num_tokens": 15709681.0, |
| "step": 35 |
| }, |
| { |
| "entropy": 0.09195081293582916, |
| "epoch": 0.6349206349206349, |
| "grad_norm": 0.15219081938266754, |
| "learning_rate": 4.609438899557964e-05, |
| "loss": 0.09150891304016114, |
| "mean_token_accuracy": 0.9652478575706482, |
| "num_tokens": 17987403.0, |
| "step": 40 |
| }, |
| { |
| "entropy": 0.08980809897184372, |
| "epoch": 0.7142857142857143, |
| "grad_norm": 0.1412411779165268, |
| "learning_rate": 4.4866446293440626e-05, |
| "loss": 0.0898817539215088, |
| "mean_token_accuracy": 0.965602707862854, |
| "num_tokens": 20231746.0, |
| "step": 45 |
| }, |
| { |
| "entropy": 0.08743101209402085, |
| "epoch": 0.7936507936507936, |
| "grad_norm": 0.16695629060268402, |
| "learning_rate": 4.3492221521624174e-05, |
| "loss": 0.08715485334396363, |
| "mean_token_accuracy": 0.9668790459632873, |
| "num_tokens": 22491762.0, |
| "step": 50 |
| }, |
| { |
| "entropy": 0.08765677958726883, |
| "epoch": 0.873015873015873, |
| "grad_norm": 0.21143023669719696, |
| "learning_rate": 4.198183347243233e-05, |
| "loss": 0.08766236305236816, |
| "mean_token_accuracy": 0.9668452143669128, |
| "num_tokens": 24752715.0, |
| "step": 55 |
| }, |
| { |
| "entropy": 0.08127444982528687, |
| "epoch": 0.9523809523809523, |
| "grad_norm": 0.18779045343399048, |
| "learning_rate": 4.03464035455653e-05, |
| "loss": 0.08236484527587891, |
| "mean_token_accuracy": 0.9689654350280762, |
| "num_tokens": 26982538.0, |
| "step": 60 |
| }, |
| { |
| "entropy": 0.07894417196512223, |
| "epoch": 1.0317460317460316, |
| "grad_norm": 0.1385810822248459, |
| "learning_rate": 3.859797385821812e-05, |
| "loss": 0.0778856873512268, |
| "mean_token_accuracy": 0.9699163198471069, |
| "num_tokens": 29221704.0, |
| "step": 65 |
| }, |
| { |
| "entropy": 0.07985353171825409, |
| "epoch": 1.1111111111111112, |
| "grad_norm": 0.16439372301101685, |
| "learning_rate": 3.6749418575683e-05, |
| "loss": 0.07885851860046386, |
| "mean_token_accuracy": 0.969633674621582, |
| "num_tokens": 31470338.0, |
| "step": 70 |
| }, |
| { |
| "entropy": 0.07194689065217971, |
| "epoch": 1.1904761904761905, |
| "grad_norm": 0.16862133145332336, |
| "learning_rate": 3.48143491153543e-05, |
| "loss": 0.074225252866745, |
| "mean_token_accuracy": 0.9716025114059448, |
| "num_tokens": 33719303.0, |
| "step": 75 |
| }, |
| { |
| "entropy": 0.07757648378610611, |
| "epoch": 1.2698412698412698, |
| "grad_norm": 0.14261098206043243, |
| "learning_rate": 3.280701392214487e-05, |
| "loss": 0.07595503330230713, |
| "mean_token_accuracy": 0.9707554697990417, |
| "num_tokens": 35977913.0, |
| "step": 80 |
| }, |
| { |
| "entropy": 0.07388863414525985, |
| "epoch": 1.3492063492063493, |
| "grad_norm": 0.16554316878318787, |
| "learning_rate": 3.07421935532949e-05, |
| "loss": 0.07574511766433716, |
| "mean_token_accuracy": 0.9704798936843873, |
| "num_tokens": 38220353.0, |
| "step": 85 |
| }, |
| { |
| "entropy": 0.07249651849269867, |
| "epoch": 1.4285714285714286, |
| "grad_norm": 0.18186147511005402, |
| "learning_rate": 2.8635091845092247e-05, |
| "loss": 0.07062947750091553, |
| "mean_token_accuracy": 0.9724894285202026, |
| "num_tokens": 40476134.0, |
| "step": 90 |
| }, |
| { |
| "entropy": 0.06985943019390106, |
| "epoch": 1.507936507936508, |
| "grad_norm": 0.13512398302555084, |
| "learning_rate": 2.650122396287371e-05, |
| "loss": 0.06756666898727418, |
| "mean_token_accuracy": 0.9738536238670349, |
| "num_tokens": 42711931.0, |
| "step": 95 |
| }, |
| { |
| "entropy": 0.06709291264414788, |
| "epoch": 1.5873015873015874, |
| "grad_norm": 0.13330888748168945, |
| "learning_rate": 2.4356302158625288e-05, |
| "loss": 0.07059981226921082, |
| "mean_token_accuracy": 0.9723513960838318, |
| "num_tokens": 44948562.0, |
| "step": 100 |
| }, |
| { |
| "entropy": 0.06978753134608269, |
| "epoch": 1.6666666666666665, |
| "grad_norm": 0.16254326701164246, |
| "learning_rate": 2.221612007737978e-05, |
| "loss": 0.06924379467964173, |
| "mean_token_accuracy": 0.9731807231903076, |
| "num_tokens": 47194289.0, |
| "step": 105 |
| }, |
| { |
| "entropy": 0.06934378147125245, |
| "epoch": 1.746031746031746, |
| "grad_norm": 0.13457117974758148, |
| "learning_rate": 2.009643646429508e-05, |
| "loss": 0.06761763095855713, |
| "mean_token_accuracy": 0.9738588094711303, |
| "num_tokens": 49437033.0, |
| "step": 110 |
| }, |
| { |
| "entropy": 0.06849471032619477, |
| "epoch": 1.8253968253968254, |
| "grad_norm": 0.14807309210300446, |
| "learning_rate": 1.8012859128709766e-05, |
| "loss": 0.06851363182067871, |
| "mean_token_accuracy": 0.9734799265861511, |
| "num_tokens": 51685754.0, |
| "step": 115 |
| }, |
| { |
| "entropy": 0.06743545532226562, |
| "epoch": 1.9047619047619047, |
| "grad_norm": 0.14509981870651245, |
| "learning_rate": 1.598073001958042e-05, |
| "loss": 0.06817712187767029, |
| "mean_token_accuracy": 0.9735557198524475, |
| "num_tokens": 53931825.0, |
| "step": 120 |
| }, |
| { |
| "entropy": 0.06640436649322509, |
| "epoch": 1.9841269841269842, |
| "grad_norm": 0.13425911962985992, |
| "learning_rate": 1.4015012258521454e-05, |
| "loss": 0.0663202166557312, |
| "mean_token_accuracy": 0.9740958571434021, |
| "num_tokens": 56203400.0, |
| "step": 125 |
| }, |
| { |
| "entropy": 0.06114112734794617, |
| "epoch": 2.0634920634920633, |
| "grad_norm": 0.14675261080265045, |
| "learning_rate": 1.213017996225424e-05, |
| "loss": 0.0597736656665802, |
| "mean_token_accuracy": 0.9770057320594787, |
| "num_tokens": 58447264.0, |
| "step": 130 |
| }, |
| { |
| "entropy": 0.06077109202742577, |
| "epoch": 2.142857142857143, |
| "grad_norm": 0.14722956717014313, |
| "learning_rate": 1.034011166573261e-05, |
| "loss": 0.0608077347278595, |
| "mean_token_accuracy": 0.9764052987098694, |
| "num_tokens": 60680203.0, |
| "step": 135 |
| }, |
| { |
| "entropy": 0.06085996180772781, |
| "epoch": 2.2222222222222223, |
| "grad_norm": 0.13919851183891296, |
| "learning_rate": 8.657988130699848e-06, |
| "loss": 0.06093168258666992, |
| "mean_token_accuracy": 0.975907814502716, |
| "num_tokens": 62928491.0, |
| "step": 140 |
| }, |
| { |
| "entropy": 0.06154095679521561, |
| "epoch": 2.3015873015873014, |
| "grad_norm": 0.1471860557794571, |
| "learning_rate": 7.096195292140173e-06, |
| "loss": 0.06225389242172241, |
| "mean_token_accuracy": 0.9755991458892822, |
| "num_tokens": 65183865.0, |
| "step": 145 |
| }, |
| { |
| "entropy": 0.06028798446059227, |
| "epoch": 2.380952380952381, |
| "grad_norm": 0.1381225436925888, |
| "learning_rate": 5.666233057256756e-06, |
| "loss": 0.05946478247642517, |
| "mean_token_accuracy": 0.9772057175636292, |
| "num_tokens": 67455033.0, |
| "step": 150 |
| } |
| ], |
| "logging_steps": 5, |
| "max_steps": 189, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 3, |
| "save_steps": 8, |
| "stateful_callbacks": { |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": false |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 3.8107234557965107e+18, |
| "train_batch_size": 4, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
