| { | |
| "best_metric": 1.1276003122329712, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 0.033818058843422386, | |
| "eval_steps": 25, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0006763611768684477, | |
| "grad_norm": 2.210228681564331, | |
| "learning_rate": 2e-05, | |
| "loss": 5.2324, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0006763611768684477, | |
| "eval_loss": 1.3878569602966309, | |
| "eval_runtime": 62.4568, | |
| "eval_samples_per_second": 39.868, | |
| "eval_steps_per_second": 4.995, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0013527223537368955, | |
| "grad_norm": 2.4433717727661133, | |
| "learning_rate": 4e-05, | |
| "loss": 5.1105, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.002029083530605343, | |
| "grad_norm": 2.504581928253174, | |
| "learning_rate": 6e-05, | |
| "loss": 5.0322, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.002705444707473791, | |
| "grad_norm": 2.3368101119995117, | |
| "learning_rate": 8e-05, | |
| "loss": 5.1913, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.0033818058843422386, | |
| "grad_norm": 2.202308416366577, | |
| "learning_rate": 0.0001, | |
| "loss": 4.6383, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.004058167061210686, | |
| "grad_norm": 1.9372011423110962, | |
| "learning_rate": 9.987820251299122e-05, | |
| "loss": 4.8722, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.0047345282380791345, | |
| "grad_norm": 2.3214731216430664, | |
| "learning_rate": 9.951340343707852e-05, | |
| "loss": 4.7582, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.005410889414947582, | |
| "grad_norm": 2.0861144065856934, | |
| "learning_rate": 9.890738003669029e-05, | |
| "loss": 4.6053, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.00608725059181603, | |
| "grad_norm": 1.699201226234436, | |
| "learning_rate": 9.806308479691595e-05, | |
| "loss": 4.3391, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.006763611768684477, | |
| "grad_norm": 1.7300448417663574, | |
| "learning_rate": 9.698463103929542e-05, | |
| "loss": 4.7776, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.0074399729455529254, | |
| "grad_norm": 1.5897445678710938, | |
| "learning_rate": 9.567727288213005e-05, | |
| "loss": 4.5046, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.008116334122421373, | |
| "grad_norm": 1.7118216753005981, | |
| "learning_rate": 9.414737964294636e-05, | |
| "loss": 4.5287, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.00879269529928982, | |
| "grad_norm": 1.6620103120803833, | |
| "learning_rate": 9.24024048078213e-05, | |
| "loss": 4.6679, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.009469056476158269, | |
| "grad_norm": 1.6078102588653564, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 4.6585, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.010145417653026716, | |
| "grad_norm": 1.708989143371582, | |
| "learning_rate": 8.83022221559489e-05, | |
| "loss": 4.6418, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.010821778829895164, | |
| "grad_norm": 1.634358286857605, | |
| "learning_rate": 8.596699001693255e-05, | |
| "loss": 4.7981, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.011498140006763611, | |
| "grad_norm": 1.641950249671936, | |
| "learning_rate": 8.345653031794292e-05, | |
| "loss": 4.6754, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.01217450118363206, | |
| "grad_norm": 1.6090244054794312, | |
| "learning_rate": 8.07830737662829e-05, | |
| "loss": 4.7456, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.012850862360500507, | |
| "grad_norm": 1.5953105688095093, | |
| "learning_rate": 7.795964517353735e-05, | |
| "loss": 4.6286, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.013527223537368955, | |
| "grad_norm": 1.5897241830825806, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 4.5854, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.014203584714237404, | |
| "grad_norm": 1.5782119035720825, | |
| "learning_rate": 7.191855733945387e-05, | |
| "loss": 4.9393, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.014879945891105851, | |
| "grad_norm": 1.5145971775054932, | |
| "learning_rate": 6.873032967079561e-05, | |
| "loss": 4.5412, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.015556307067974298, | |
| "grad_norm": 1.4755655527114868, | |
| "learning_rate": 6.545084971874738e-05, | |
| "loss": 4.5503, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.016232668244842745, | |
| "grad_norm": 1.4611729383468628, | |
| "learning_rate": 6.209609477998338e-05, | |
| "loss": 4.5544, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.016909029421711193, | |
| "grad_norm": 1.5055865049362183, | |
| "learning_rate": 5.868240888334653e-05, | |
| "loss": 4.6855, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.016909029421711193, | |
| "eval_loss": 1.1481486558914185, | |
| "eval_runtime": 63.488, | |
| "eval_samples_per_second": 39.22, | |
| "eval_steps_per_second": 4.914, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.01758539059857964, | |
| "grad_norm": 1.4838390350341797, | |
| "learning_rate": 5.522642316338268e-05, | |
| "loss": 4.6324, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.01826175177544809, | |
| "grad_norm": 1.5631728172302246, | |
| "learning_rate": 5.174497483512506e-05, | |
| "loss": 4.7677, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.018938112952316538, | |
| "grad_norm": 1.4975249767303467, | |
| "learning_rate": 4.825502516487497e-05, | |
| "loss": 4.4577, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.019614474129184985, | |
| "grad_norm": 1.5627292394638062, | |
| "learning_rate": 4.477357683661734e-05, | |
| "loss": 4.4784, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.020290835306053433, | |
| "grad_norm": 1.6029400825500488, | |
| "learning_rate": 4.131759111665349e-05, | |
| "loss": 4.672, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.02096719648292188, | |
| "grad_norm": 1.5164552927017212, | |
| "learning_rate": 3.790390522001662e-05, | |
| "loss": 4.7107, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.021643557659790327, | |
| "grad_norm": 1.4938106536865234, | |
| "learning_rate": 3.4549150281252636e-05, | |
| "loss": 4.2752, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.022319918836658775, | |
| "grad_norm": 1.6547623872756958, | |
| "learning_rate": 3.12696703292044e-05, | |
| "loss": 4.6671, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.022996280013527222, | |
| "grad_norm": 1.5448929071426392, | |
| "learning_rate": 2.8081442660546125e-05, | |
| "loss": 4.347, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.023672641190395673, | |
| "grad_norm": 1.615652322769165, | |
| "learning_rate": 2.500000000000001e-05, | |
| "loss": 4.6043, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.02434900236726412, | |
| "grad_norm": 1.6707816123962402, | |
| "learning_rate": 2.2040354826462668e-05, | |
| "loss": 4.7418, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.025025363544132567, | |
| "grad_norm": 1.640742301940918, | |
| "learning_rate": 1.9216926233717085e-05, | |
| "loss": 4.7379, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.025701724721001015, | |
| "grad_norm": 1.592197299003601, | |
| "learning_rate": 1.6543469682057106e-05, | |
| "loss": 4.6499, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.026378085897869462, | |
| "grad_norm": 1.702347755432129, | |
| "learning_rate": 1.4033009983067452e-05, | |
| "loss": 4.6663, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.02705444707473791, | |
| "grad_norm": 1.5496896505355835, | |
| "learning_rate": 1.1697777844051105e-05, | |
| "loss": 4.4641, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.027730808251606356, | |
| "grad_norm": 1.818640947341919, | |
| "learning_rate": 9.549150281252633e-06, | |
| "loss": 4.676, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.028407169428474807, | |
| "grad_norm": 1.699539065361023, | |
| "learning_rate": 7.597595192178702e-06, | |
| "loss": 4.515, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.029083530605343254, | |
| "grad_norm": 1.6481209993362427, | |
| "learning_rate": 5.852620357053651e-06, | |
| "loss": 4.4317, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.029759891782211702, | |
| "grad_norm": 1.679146647453308, | |
| "learning_rate": 4.322727117869951e-06, | |
| "loss": 4.6045, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.03043625295908015, | |
| "grad_norm": 1.7702221870422363, | |
| "learning_rate": 3.0153689607045845e-06, | |
| "loss": 4.5777, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.031112614135948596, | |
| "grad_norm": 1.8951936960220337, | |
| "learning_rate": 1.9369152030840556e-06, | |
| "loss": 4.546, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.03178897531281705, | |
| "grad_norm": 1.952268362045288, | |
| "learning_rate": 1.0926199633097157e-06, | |
| "loss": 4.6064, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.03246533648968549, | |
| "grad_norm": 1.949053406715393, | |
| "learning_rate": 4.865965629214819e-07, | |
| "loss": 4.4643, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.03314169766655394, | |
| "grad_norm": 2.287039279937744, | |
| "learning_rate": 1.2179748700879012e-07, | |
| "loss": 4.7819, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.033818058843422386, | |
| "grad_norm": 3.5385773181915283, | |
| "learning_rate": 0.0, | |
| "loss": 5.4656, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.033818058843422386, | |
| "eval_loss": 1.1276003122329712, | |
| "eval_runtime": 63.5618, | |
| "eval_samples_per_second": 39.174, | |
| "eval_steps_per_second": 4.909, | |
| "step": 50 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 50, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 25, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 5, | |
| "early_stopping_threshold": 0.0 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 0 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.935689084043264e+16, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |