| { | |
| "best_metric": 1.031134843826294, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 0.5376344086021505, | |
| "eval_steps": 50, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.010752688172043012, | |
| "grad_norm": 4.536034107208252, | |
| "learning_rate": 7e-06, | |
| "loss": 8.1083, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.010752688172043012, | |
| "eval_loss": 2.7238574028015137, | |
| "eval_runtime": 14.4588, | |
| "eval_samples_per_second": 10.858, | |
| "eval_steps_per_second": 2.766, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.021505376344086023, | |
| "grad_norm": 5.978432655334473, | |
| "learning_rate": 1.4e-05, | |
| "loss": 10.3139, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.03225806451612903, | |
| "grad_norm": 7.468502998352051, | |
| "learning_rate": 2.1e-05, | |
| "loss": 10.007, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.043010752688172046, | |
| "grad_norm": 12.983536720275879, | |
| "learning_rate": 2.8e-05, | |
| "loss": 9.7253, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.053763440860215055, | |
| "grad_norm": 13.686447143554688, | |
| "learning_rate": 3.5e-05, | |
| "loss": 9.548, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.06451612903225806, | |
| "grad_norm": 9.852103233337402, | |
| "learning_rate": 4.2e-05, | |
| "loss": 9.0148, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.07526881720430108, | |
| "grad_norm": 7.126467704772949, | |
| "learning_rate": 4.899999999999999e-05, | |
| "loss": 8.349, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.08602150537634409, | |
| "grad_norm": 6.550177574157715, | |
| "learning_rate": 5.6e-05, | |
| "loss": 7.4971, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.0967741935483871, | |
| "grad_norm": 10.200550079345703, | |
| "learning_rate": 6.3e-05, | |
| "loss": 5.8202, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.10752688172043011, | |
| "grad_norm": 7.892305850982666, | |
| "learning_rate": 7e-05, | |
| "loss": 4.6753, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.11827956989247312, | |
| "grad_norm": 19.061233520507812, | |
| "learning_rate": 6.999521567473641e-05, | |
| "loss": 5.6292, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.12903225806451613, | |
| "grad_norm": 14.547859191894531, | |
| "learning_rate": 6.998086400693241e-05, | |
| "loss": 5.6758, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.13978494623655913, | |
| "grad_norm": 9.280782699584961, | |
| "learning_rate": 6.995694892019065e-05, | |
| "loss": 4.7095, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.15053763440860216, | |
| "grad_norm": 8.161127090454102, | |
| "learning_rate": 6.99234769526571e-05, | |
| "loss": 3.4122, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.16129032258064516, | |
| "grad_norm": 34.015987396240234, | |
| "learning_rate": 6.988045725523343e-05, | |
| "loss": 4.0857, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.17204301075268819, | |
| "grad_norm": 24.155447006225586, | |
| "learning_rate": 6.982790158907539e-05, | |
| "loss": 4.2336, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.1827956989247312, | |
| "grad_norm": 5.08544397354126, | |
| "learning_rate": 6.976582432237733e-05, | |
| "loss": 4.5834, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.1935483870967742, | |
| "grad_norm": 13.041632652282715, | |
| "learning_rate": 6.969424242644413e-05, | |
| "loss": 3.4418, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.20430107526881722, | |
| "grad_norm": 5.957951545715332, | |
| "learning_rate": 6.961317547105138e-05, | |
| "loss": 3.8441, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.21505376344086022, | |
| "grad_norm": 5.243581771850586, | |
| "learning_rate": 6.952264561909527e-05, | |
| "loss": 3.2856, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.22580645161290322, | |
| "grad_norm": 7.811934471130371, | |
| "learning_rate": 6.942267762053337e-05, | |
| "loss": 4.6588, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.23655913978494625, | |
| "grad_norm": 11.206618309020996, | |
| "learning_rate": 6.931329880561832e-05, | |
| "loss": 4.762, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.24731182795698925, | |
| "grad_norm": 11.149868965148926, | |
| "learning_rate": 6.919453907742597e-05, | |
| "loss": 2.4062, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.25806451612903225, | |
| "grad_norm": 11.476567268371582, | |
| "learning_rate": 6.90664309036802e-05, | |
| "loss": 9.3109, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.26881720430107525, | |
| "grad_norm": 9.604092597961426, | |
| "learning_rate": 6.892900930787656e-05, | |
| "loss": 7.829, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.27956989247311825, | |
| "grad_norm": 6.5685601234436035, | |
| "learning_rate": 6.87823118597072e-05, | |
| "loss": 6.88, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.2903225806451613, | |
| "grad_norm": 9.324129104614258, | |
| "learning_rate": 6.862637866478969e-05, | |
| "loss": 7.8981, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.3010752688172043, | |
| "grad_norm": 8.132095336914062, | |
| "learning_rate": 6.846125235370252e-05, | |
| "loss": 5.5197, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.3118279569892473, | |
| "grad_norm": 5.731638431549072, | |
| "learning_rate": 6.828697807033038e-05, | |
| "loss": 6.1606, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.3225806451612903, | |
| "grad_norm": 3.5606529712677, | |
| "learning_rate": 6.81036034595222e-05, | |
| "loss": 5.3749, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.3333333333333333, | |
| "grad_norm": 3.248960256576538, | |
| "learning_rate": 6.791117865406564e-05, | |
| "loss": 5.605, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.34408602150537637, | |
| "grad_norm": 2.7672736644744873, | |
| "learning_rate": 6.770975626098112e-05, | |
| "loss": 3.8032, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.3548387096774194, | |
| "grad_norm": 2.312937021255493, | |
| "learning_rate": 6.749939134713974e-05, | |
| "loss": 2.5618, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.3655913978494624, | |
| "grad_norm": 2.682342290878296, | |
| "learning_rate": 6.728014142420846e-05, | |
| "loss": 3.8125, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.3763440860215054, | |
| "grad_norm": 3.345135450363159, | |
| "learning_rate": 6.7052066432927e-05, | |
| "loss": 3.4451, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.3870967741935484, | |
| "grad_norm": 2.8873608112335205, | |
| "learning_rate": 6.681522872672069e-05, | |
| "loss": 3.7995, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.3978494623655914, | |
| "grad_norm": 2.9758994579315186, | |
| "learning_rate": 6.656969305465356e-05, | |
| "loss": 1.916, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.40860215053763443, | |
| "grad_norm": 2.9894485473632812, | |
| "learning_rate": 6.631552654372672e-05, | |
| "loss": 2.6401, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.41935483870967744, | |
| "grad_norm": 2.8846404552459717, | |
| "learning_rate": 6.60527986805264e-05, | |
| "loss": 3.5161, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.43010752688172044, | |
| "grad_norm": 2.933262348175049, | |
| "learning_rate": 6.578158129222711e-05, | |
| "loss": 3.2549, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.44086021505376344, | |
| "grad_norm": 3.833869218826294, | |
| "learning_rate": 6.550194852695469e-05, | |
| "loss": 3.841, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.45161290322580644, | |
| "grad_norm": 3.596083402633667, | |
| "learning_rate": 6.521397683351509e-05, | |
| "loss": 2.6962, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.46236559139784944, | |
| "grad_norm": 6.494784355163574, | |
| "learning_rate": 6.491774494049386e-05, | |
| "loss": 3.7265, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.4731182795698925, | |
| "grad_norm": 3.249906063079834, | |
| "learning_rate": 6.461333383473272e-05, | |
| "loss": 1.9618, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.4838709677419355, | |
| "grad_norm": 6.374508380889893, | |
| "learning_rate": 6.430082673918849e-05, | |
| "loss": 3.3468, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.4946236559139785, | |
| "grad_norm": 7.742399215698242, | |
| "learning_rate": 6.398030909018069e-05, | |
| "loss": 2.4064, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.5053763440860215, | |
| "grad_norm": 5.071364879608154, | |
| "learning_rate": 6.365186851403423e-05, | |
| "loss": 6.4741, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.5161290322580645, | |
| "grad_norm": 4.5256571769714355, | |
| "learning_rate": 6.331559480312315e-05, | |
| "loss": 6.4723, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.5268817204301075, | |
| "grad_norm": 3.286426305770874, | |
| "learning_rate": 6.297157989132236e-05, | |
| "loss": 5.6636, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.5376344086021505, | |
| "grad_norm": 2.9677677154541016, | |
| "learning_rate": 6.261991782887377e-05, | |
| "loss": 4.5262, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.5376344086021505, | |
| "eval_loss": 1.031134843826294, | |
| "eval_runtime": 14.7506, | |
| "eval_samples_per_second": 10.644, | |
| "eval_steps_per_second": 2.712, | |
| "step": 50 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 200, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "save_steps": 50, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 4, | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 6.65254329581568e+16, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |