{ "best_metric": 0.8736686110496521, "best_model_checkpoint": "data/Mistral-7B_task-3_60-samples_config-2_full/checkpoint-28", "epoch": 16.695652173913043, "eval_steps": 500, "global_step": 48, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.34782608695652173, "grad_norm": 1.0153508186340332, "learning_rate": 1e-05, "loss": 1.2657, "step": 1 }, { "epoch": 0.6956521739130435, "grad_norm": 0.9736206531524658, "learning_rate": 2e-05, "loss": 1.2329, "step": 2 }, { "epoch": 0.6956521739130435, "eval_loss": 1.227666974067688, "eval_runtime": 13.8044, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 2 }, { "epoch": 1.391304347826087, "grad_norm": 0.853352427482605, "learning_rate": 4e-05, "loss": 1.2254, "step": 4 }, { "epoch": 1.7391304347826086, "eval_loss": 1.1423181295394897, "eval_runtime": 13.8079, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 5 }, { "epoch": 2.0869565217391304, "grad_norm": 0.5523448586463928, "learning_rate": 6e-05, "loss": 1.1766, "step": 6 }, { "epoch": 2.782608695652174, "grad_norm": 0.41505715250968933, "learning_rate": 8e-05, "loss": 1.0984, "step": 8 }, { "epoch": 2.782608695652174, "eval_loss": 1.0653983354568481, "eval_runtime": 13.8066, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 8 }, { "epoch": 3.4782608695652173, "grad_norm": 0.377344012260437, "learning_rate": 0.0001, "loss": 1.0266, "step": 10 }, { "epoch": 3.8260869565217392, "eval_loss": 1.0051709413528442, "eval_runtime": 13.8011, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 11 }, { "epoch": 4.173913043478261, "grad_norm": 0.37405651807785034, "learning_rate": 9.987820251299122e-05, "loss": 1.0095, "step": 12 }, { "epoch": 4.869565217391305, "grad_norm": 0.5535106062889099, "learning_rate": 9.951340343707852e-05, "loss": 0.948, "step": 14 }, { "epoch": 4.869565217391305, "eval_loss": 0.9384298920631409, "eval_runtime": 13.8031, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 14 }, { "epoch": 5.565217391304348, "grad_norm": 0.33964699506759644, "learning_rate": 9.890738003669029e-05, "loss": 0.884, "step": 16 }, { "epoch": 5.913043478260869, "eval_loss": 0.9019761681556702, "eval_runtime": 13.8018, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 17 }, { "epoch": 6.260869565217392, "grad_norm": 0.2418847680091858, "learning_rate": 9.806308479691595e-05, "loss": 0.8502, "step": 18 }, { "epoch": 6.956521739130435, "grad_norm": 0.21523350477218628, "learning_rate": 9.698463103929542e-05, "loss": 0.8253, "step": 20 }, { "epoch": 6.956521739130435, "eval_loss": 0.8885052800178528, "eval_runtime": 13.8026, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 20 }, { "epoch": 7.6521739130434785, "grad_norm": 0.19641552865505219, "learning_rate": 9.567727288213005e-05, "loss": 0.822, "step": 22 }, { "epoch": 8.0, "eval_loss": 0.8788420557975769, "eval_runtime": 13.8056, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 23 }, { "epoch": 8.347826086956522, "grad_norm": 0.18110164999961853, "learning_rate": 9.414737964294636e-05, "loss": 0.7994, "step": 24 }, { "epoch": 8.695652173913043, "eval_loss": 0.8753540515899658, "eval_runtime": 13.8028, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 25 }, { "epoch": 9.043478260869565, "grad_norm": 0.18521583080291748, "learning_rate": 9.24024048078213e-05, "loss": 0.779, "step": 26 }, { "epoch": 9.73913043478261, "grad_norm": 0.20691977441310883, "learning_rate": 9.045084971874738e-05, "loss": 0.7669, "step": 28 }, { "epoch": 9.73913043478261, "eval_loss": 0.8736686110496521, "eval_runtime": 13.804, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 28 }, { "epoch": 10.434782608695652, "grad_norm": 0.20081867277622223, "learning_rate": 8.83022221559489e-05, "loss": 0.7596, "step": 30 }, { "epoch": 10.782608695652174, "eval_loss": 0.873776376247406, "eval_runtime": 13.8051, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 31 }, { "epoch": 11.130434782608695, "grad_norm": 0.2356591522693634, "learning_rate": 8.596699001693255e-05, "loss": 0.7106, "step": 32 }, { "epoch": 11.826086956521738, "grad_norm": 0.2318907231092453, "learning_rate": 8.345653031794292e-05, "loss": 0.7256, "step": 34 }, { "epoch": 11.826086956521738, "eval_loss": 0.8750200867652893, "eval_runtime": 13.8049, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 34 }, { "epoch": 12.521739130434783, "grad_norm": 0.24235422909259796, "learning_rate": 8.07830737662829e-05, "loss": 0.6803, "step": 36 }, { "epoch": 12.869565217391305, "eval_loss": 0.8834443688392639, "eval_runtime": 13.8008, "eval_samples_per_second": 0.87, "eval_steps_per_second": 0.87, "step": 37 }, { "epoch": 13.217391304347826, "grad_norm": 0.2748987674713135, "learning_rate": 7.795964517353735e-05, "loss": 0.682, "step": 38 }, { "epoch": 13.91304347826087, "grad_norm": 0.2720317542552948, "learning_rate": 7.500000000000001e-05, "loss": 0.6584, "step": 40 }, { "epoch": 13.91304347826087, "eval_loss": 0.8950894474983215, "eval_runtime": 13.8031, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 40 }, { "epoch": 14.608695652173914, "grad_norm": 0.3152175545692444, "learning_rate": 7.191855733945387e-05, "loss": 0.6131, "step": 42 }, { "epoch": 14.956521739130435, "eval_loss": 0.902263343334198, "eval_runtime": 13.8028, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 43 }, { "epoch": 15.304347826086957, "grad_norm": 0.38017743825912476, "learning_rate": 6.873032967079561e-05, "loss": 0.6056, "step": 44 }, { "epoch": 16.0, "grad_norm": 0.8462388515472412, "learning_rate": 6.545084971874738e-05, "loss": 0.5777, "step": 46 }, { "epoch": 16.0, "eval_loss": 0.9154355525970459, "eval_runtime": 13.8024, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 46 }, { "epoch": 16.695652173913043, "grad_norm": 0.7009825110435486, "learning_rate": 6.209609477998338e-05, "loss": 0.5158, "step": 48 }, { "epoch": 16.695652173913043, "eval_loss": 0.9439125061035156, "eval_runtime": 13.8015, "eval_samples_per_second": 0.869, "eval_steps_per_second": 0.869, "step": 48 }, { "epoch": 16.695652173913043, "step": 48, "total_flos": 7.706943345288806e+16, "train_loss": 0.8436332593361536, "train_runtime": 2874.4335, "train_samples_per_second": 0.8, "train_steps_per_second": 0.035 } ], "logging_steps": 2, "max_steps": 100, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 25, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 7, "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": 7.706943345288806e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }