{ "best_metric": 0.6772711277008057, "best_model_checkpoint": "miner_id_24/checkpoint-25", "epoch": 0.00919709371838499, "eval_steps": 5, "global_step": 25, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.00036788374873539964, "grad_norm": 8.641034126281738, "learning_rate": 2e-05, "loss": 3.6742, "step": 1 }, { "epoch": 0.00036788374873539964, "eval_loss": 3.5604350566864014, "eval_runtime": 162.037, "eval_samples_per_second": 7.066, "eval_steps_per_second": 3.536, "step": 1 }, { "epoch": 0.0007357674974707993, "grad_norm": 6.875428676605225, "learning_rate": 4e-05, "loss": 3.3059, "step": 2 }, { "epoch": 0.0011036512462061989, "grad_norm": 7.295816898345947, "learning_rate": 6e-05, "loss": 3.3496, "step": 3 }, { "epoch": 0.0014715349949415985, "grad_norm": 6.719980716705322, "learning_rate": 8e-05, "loss": 3.6083, "step": 4 }, { "epoch": 0.001839418743676998, "grad_norm": 6.446127891540527, "learning_rate": 0.0001, "loss": 2.9195, "step": 5 }, { "epoch": 0.001839418743676998, "eval_loss": 2.9542577266693115, "eval_runtime": 160.8239, "eval_samples_per_second": 7.12, "eval_steps_per_second": 3.563, "step": 5 }, { "epoch": 0.0022073024924123977, "grad_norm": 6.19967794418335, "learning_rate": 0.00012, "loss": 2.6303, "step": 6 }, { "epoch": 0.002575186241147797, "grad_norm": 5.094878196716309, "learning_rate": 0.00014, "loss": 2.5328, "step": 7 }, { "epoch": 0.002943069989883197, "grad_norm": 4.440817356109619, "learning_rate": 0.00016, "loss": 2.0104, "step": 8 }, { "epoch": 0.0033109537386185966, "grad_norm": 5.241264820098877, "learning_rate": 0.00018, "loss": 1.8857, "step": 9 }, { "epoch": 0.003678837487353996, "grad_norm": 4.398327827453613, "learning_rate": 0.0002, "loss": 1.4926, "step": 10 }, { "epoch": 0.003678837487353996, "eval_loss": 1.2735178470611572, "eval_runtime": 156.5936, "eval_samples_per_second": 7.312, "eval_steps_per_second": 3.659, "step": 10 }, { "epoch": 0.004046721236089396, "grad_norm": 4.377835750579834, "learning_rate": 0.00019781476007338058, "loss": 1.2754, "step": 11 }, { "epoch": 0.004414604984824795, "grad_norm": 3.609360933303833, "learning_rate": 0.0001913545457642601, "loss": 0.9183, "step": 12 }, { "epoch": 0.004782488733560195, "grad_norm": 3.6163525581359863, "learning_rate": 0.00018090169943749476, "loss": 0.9236, "step": 13 }, { "epoch": 0.005150372482295594, "grad_norm": 3.1708669662475586, "learning_rate": 0.00016691306063588583, "loss": 0.8382, "step": 14 }, { "epoch": 0.005518256231030994, "grad_norm": 2.7939131259918213, "learning_rate": 0.00015000000000000001, "loss": 0.6538, "step": 15 }, { "epoch": 0.005518256231030994, "eval_loss": 0.7443342804908752, "eval_runtime": 153.8448, "eval_samples_per_second": 7.443, "eval_steps_per_second": 3.725, "step": 15 }, { "epoch": 0.005886139979766394, "grad_norm": 4.013178825378418, "learning_rate": 0.00013090169943749476, "loss": 0.8417, "step": 16 }, { "epoch": 0.006254023728501794, "grad_norm": 3.8191921710968018, "learning_rate": 0.00011045284632676536, "loss": 0.8894, "step": 17 }, { "epoch": 0.006621907477237193, "grad_norm": 3.4114315509796143, "learning_rate": 8.954715367323468e-05, "loss": 0.7048, "step": 18 }, { "epoch": 0.006989791225972593, "grad_norm": 2.447831153869629, "learning_rate": 6.909830056250527e-05, "loss": 0.4686, "step": 19 }, { "epoch": 0.007357674974707992, "grad_norm": 4.075280666351318, "learning_rate": 5.000000000000002e-05, "loss": 0.7533, "step": 20 }, { "epoch": 0.007357674974707992, "eval_loss": 0.6928964853286743, "eval_runtime": 154.6256, "eval_samples_per_second": 7.405, "eval_steps_per_second": 3.706, "step": 20 }, { "epoch": 0.0077255587234433916, "grad_norm": 3.7068471908569336, "learning_rate": 3.308693936411421e-05, "loss": 0.8884, "step": 21 }, { "epoch": 0.008093442472178792, "grad_norm": 3.6140143871307373, "learning_rate": 1.9098300562505266e-05, "loss": 0.6753, "step": 22 }, { "epoch": 0.008461326220914191, "grad_norm": 3.1367030143737793, "learning_rate": 8.645454235739903e-06, "loss": 0.7285, "step": 23 }, { "epoch": 0.00882920996964959, "grad_norm": 3.196237802505493, "learning_rate": 2.1852399266194314e-06, "loss": 0.6392, "step": 24 }, { "epoch": 0.00919709371838499, "grad_norm": 3.408621311187744, "learning_rate": 0.0, "loss": 0.7336, "step": 25 }, { "epoch": 0.00919709371838499, "eval_loss": 0.6772711277008057, "eval_runtime": 159.0853, "eval_samples_per_second": 7.197, "eval_steps_per_second": 3.602, "step": 25 } ], "logging_steps": 1, "max_steps": 25, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 10, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 2, "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": 1250243326771200.0, "train_batch_size": 2, "trial_name": null, "trial_params": null }