{ "best_metric": 1.5941076278686523, "best_model_checkpoint": "miner_id_24/checkpoint-25", "epoch": 0.043440486533449174, "eval_steps": 5, "global_step": 25, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0017376194613379669, "grad_norm": 0.9666237235069275, "learning_rate": 2e-05, "loss": 2.4111, "step": 1 }, { "epoch": 0.0017376194613379669, "eval_loss": 2.35498046875, "eval_runtime": 48.5637, "eval_samples_per_second": 5.004, "eval_steps_per_second": 2.512, "step": 1 }, { "epoch": 0.0034752389226759338, "grad_norm": 0.8123922348022461, "learning_rate": 4e-05, "loss": 2.3583, "step": 2 }, { "epoch": 0.005212858384013901, "grad_norm": 0.7388425469398499, "learning_rate": 6e-05, "loss": 2.2589, "step": 3 }, { "epoch": 0.0069504778453518675, "grad_norm": 0.688607931137085, "learning_rate": 8e-05, "loss": 1.9124, "step": 4 }, { "epoch": 0.008688097306689836, "grad_norm": 0.9173185229301453, "learning_rate": 0.0001, "loss": 2.3572, "step": 5 }, { "epoch": 0.008688097306689836, "eval_loss": 2.288583278656006, "eval_runtime": 46.5472, "eval_samples_per_second": 5.221, "eval_steps_per_second": 2.621, "step": 5 }, { "epoch": 0.010425716768027803, "grad_norm": 1.004861831665039, "learning_rate": 0.00012, "loss": 2.2209, "step": 6 }, { "epoch": 0.01216333622936577, "grad_norm": 1.193684697151184, "learning_rate": 0.00014, "loss": 2.1625, "step": 7 }, { "epoch": 0.013900955690703735, "grad_norm": 1.0951910018920898, "learning_rate": 0.00016, "loss": 2.144, "step": 8 }, { "epoch": 0.015638575152041704, "grad_norm": 0.7744985818862915, "learning_rate": 0.00018, "loss": 1.9588, "step": 9 }, { "epoch": 0.01737619461337967, "grad_norm": 0.5166142582893372, "learning_rate": 0.0002, "loss": 1.9411, "step": 10 }, { "epoch": 0.01737619461337967, "eval_loss": 1.8561629056930542, "eval_runtime": 46.4923, "eval_samples_per_second": 5.227, "eval_steps_per_second": 2.624, "step": 10 }, { "epoch": 0.019113814074717638, "grad_norm": 0.5831554532051086, "learning_rate": 0.00019781476007338058, "loss": 1.7998, "step": 11 }, { "epoch": 0.020851433536055605, "grad_norm": 1.058409333229065, "learning_rate": 0.0001913545457642601, "loss": 1.9262, "step": 12 }, { "epoch": 0.022589052997393572, "grad_norm": 0.8140910863876343, "learning_rate": 0.00018090169943749476, "loss": 1.7846, "step": 13 }, { "epoch": 0.02432667245873154, "grad_norm": 0.8120012879371643, "learning_rate": 0.00016691306063588583, "loss": 1.8817, "step": 14 }, { "epoch": 0.026064291920069503, "grad_norm": 0.7701101899147034, "learning_rate": 0.00015000000000000001, "loss": 1.5197, "step": 15 }, { "epoch": 0.026064291920069503, "eval_loss": 1.6632987260818481, "eval_runtime": 47.2723, "eval_samples_per_second": 5.14, "eval_steps_per_second": 2.581, "step": 15 }, { "epoch": 0.02780191138140747, "grad_norm": 0.653910756111145, "learning_rate": 0.00013090169943749476, "loss": 1.5716, "step": 16 }, { "epoch": 0.029539530842745437, "grad_norm": 0.7035102248191833, "learning_rate": 0.00011045284632676536, "loss": 1.6999, "step": 17 }, { "epoch": 0.03127715030408341, "grad_norm": 0.5811207294464111, "learning_rate": 8.954715367323468e-05, "loss": 1.687, "step": 18 }, { "epoch": 0.03301476976542137, "grad_norm": 1.1224349737167358, "learning_rate": 6.909830056250527e-05, "loss": 1.5975, "step": 19 }, { "epoch": 0.03475238922675934, "grad_norm": 0.6417143940925598, "learning_rate": 5.000000000000002e-05, "loss": 1.3906, "step": 20 }, { "epoch": 0.03475238922675934, "eval_loss": 1.6070237159729004, "eval_runtime": 47.2061, "eval_samples_per_second": 5.148, "eval_steps_per_second": 2.584, "step": 20 }, { "epoch": 0.036490008688097306, "grad_norm": 0.5803474187850952, "learning_rate": 3.308693936411421e-05, "loss": 1.7383, "step": 21 }, { "epoch": 0.038227628149435276, "grad_norm": 0.7997701168060303, "learning_rate": 1.9098300562505266e-05, "loss": 1.7855, "step": 22 }, { "epoch": 0.03996524761077324, "grad_norm": 0.5163703560829163, "learning_rate": 8.645454235739903e-06, "loss": 1.5399, "step": 23 }, { "epoch": 0.04170286707211121, "grad_norm": 0.6158132553100586, "learning_rate": 2.1852399266194314e-06, "loss": 1.6514, "step": 24 }, { "epoch": 0.043440486533449174, "grad_norm": 0.7691506147384644, "learning_rate": 0.0, "loss": 1.638, "step": 25 }, { "epoch": 0.043440486533449174, "eval_loss": 1.5941076278686523, "eval_runtime": 47.3248, "eval_samples_per_second": 5.135, "eval_steps_per_second": 2.578, "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": 4861077623930880.0, "train_batch_size": 2, "trial_name": null, "trial_params": null }