{ "best_metric": 1.2879904508590698, "best_model_checkpoint": "data/Llama-31-8B_task-1_60-samples_config-2/checkpoint-20", "epoch": 13.91304347826087, "eval_steps": 500, "global_step": 40, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.34782608695652173, "grad_norm": 1.842164158821106, "learning_rate": 1e-05, "loss": 2.0791, "step": 1 }, { "epoch": 0.6956521739130435, "grad_norm": 1.7369345426559448, "learning_rate": 2e-05, "loss": 2.1668, "step": 2 }, { "epoch": 0.6956521739130435, "eval_loss": 2.061022996902466, "eval_runtime": 4.8455, "eval_samples_per_second": 2.477, "eval_steps_per_second": 2.477, "step": 2 }, { "epoch": 1.391304347826087, "grad_norm": 1.8460229635238647, "learning_rate": 4e-05, "loss": 2.1104, "step": 4 }, { "epoch": 1.7391304347826086, "eval_loss": 1.8653119802474976, "eval_runtime": 4.844, "eval_samples_per_second": 2.477, "eval_steps_per_second": 2.477, "step": 5 }, { "epoch": 2.0869565217391304, "grad_norm": 1.571470856666565, "learning_rate": 6e-05, "loss": 1.8563, "step": 6 }, { "epoch": 2.782608695652174, "grad_norm": 1.0414882898330688, "learning_rate": 8e-05, "loss": 1.6856, "step": 8 }, { "epoch": 2.782608695652174, "eval_loss": 1.5622197389602661, "eval_runtime": 4.8463, "eval_samples_per_second": 2.476, "eval_steps_per_second": 2.476, "step": 8 }, { "epoch": 3.4782608695652173, "grad_norm": 0.7915772199630737, "learning_rate": 0.0001, "loss": 1.4548, "step": 10 }, { "epoch": 3.8260869565217392, "eval_loss": 1.4690589904785156, "eval_runtime": 4.8526, "eval_samples_per_second": 2.473, "eval_steps_per_second": 2.473, "step": 11 }, { "epoch": 4.173913043478261, "grad_norm": 0.7557133436203003, "learning_rate": 9.987820251299122e-05, "loss": 1.4815, "step": 12 }, { "epoch": 4.869565217391305, "grad_norm": 0.7220547795295715, "learning_rate": 9.951340343707852e-05, "loss": 1.3644, "step": 14 }, { "epoch": 4.869565217391305, "eval_loss": 1.3790850639343262, "eval_runtime": 4.8503, "eval_samples_per_second": 2.474, "eval_steps_per_second": 2.474, "step": 14 }, { "epoch": 5.565217391304348, "grad_norm": 0.578528642654419, "learning_rate": 9.890738003669029e-05, "loss": 1.2755, "step": 16 }, { "epoch": 5.913043478260869, "eval_loss": 1.3223717212677002, "eval_runtime": 4.8439, "eval_samples_per_second": 2.477, "eval_steps_per_second": 2.477, "step": 17 }, { "epoch": 6.260869565217392, "grad_norm": 0.5845955014228821, "learning_rate": 9.806308479691595e-05, "loss": 1.1074, "step": 18 }, { "epoch": 6.956521739130435, "grad_norm": 0.5618941187858582, "learning_rate": 9.698463103929542e-05, "loss": 1.1243, "step": 20 }, { "epoch": 6.956521739130435, "eval_loss": 1.2879904508590698, "eval_runtime": 4.8446, "eval_samples_per_second": 2.477, "eval_steps_per_second": 2.477, "step": 20 }, { "epoch": 7.6521739130434785, "grad_norm": 0.6283526420593262, "learning_rate": 9.567727288213005e-05, "loss": 1.0234, "step": 22 }, { "epoch": 8.0, "eval_loss": 1.3072248697280884, "eval_runtime": 4.842, "eval_samples_per_second": 2.478, "eval_steps_per_second": 2.478, "step": 23 }, { "epoch": 8.347826086956522, "grad_norm": 0.7448239326477051, "learning_rate": 9.414737964294636e-05, "loss": 0.933, "step": 24 }, { "epoch": 8.695652173913043, "eval_loss": 1.3175863027572632, "eval_runtime": 4.8516, "eval_samples_per_second": 2.473, "eval_steps_per_second": 2.473, "step": 25 }, { "epoch": 9.043478260869565, "grad_norm": 0.8109312057495117, "learning_rate": 9.24024048078213e-05, "loss": 0.8709, "step": 26 }, { "epoch": 9.73913043478261, "grad_norm": 0.8030046820640564, "learning_rate": 9.045084971874738e-05, "loss": 0.7437, "step": 28 }, { "epoch": 9.73913043478261, "eval_loss": 1.4185105562210083, "eval_runtime": 4.8338, "eval_samples_per_second": 2.483, "eval_steps_per_second": 2.483, "step": 28 }, { "epoch": 10.434782608695652, "grad_norm": 1.1518187522888184, "learning_rate": 8.83022221559489e-05, "loss": 0.6589, "step": 30 }, { "epoch": 10.782608695652174, "eval_loss": 1.4575523138046265, "eval_runtime": 4.8224, "eval_samples_per_second": 2.488, "eval_steps_per_second": 2.488, "step": 31 }, { "epoch": 11.130434782608695, "grad_norm": 1.1305478811264038, "learning_rate": 8.596699001693255e-05, "loss": 0.6139, "step": 32 }, { "epoch": 11.826086956521738, "grad_norm": 0.9890539050102234, "learning_rate": 8.345653031794292e-05, "loss": 0.4603, "step": 34 }, { "epoch": 11.826086956521738, "eval_loss": 1.5914921760559082, "eval_runtime": 4.8278, "eval_samples_per_second": 2.486, "eval_steps_per_second": 2.486, "step": 34 }, { "epoch": 12.521739130434783, "grad_norm": 1.2683886289596558, "learning_rate": 8.07830737662829e-05, "loss": 0.3502, "step": 36 }, { "epoch": 12.869565217391305, "eval_loss": 1.7685762643814087, "eval_runtime": 4.8299, "eval_samples_per_second": 2.485, "eval_steps_per_second": 2.485, "step": 37 }, { "epoch": 13.217391304347826, "grad_norm": 1.8165357112884521, "learning_rate": 7.795964517353735e-05, "loss": 0.3095, "step": 38 }, { "epoch": 13.91304347826087, "grad_norm": 1.0062901973724365, "learning_rate": 7.500000000000001e-05, "loss": 0.1758, "step": 40 }, { "epoch": 13.91304347826087, "eval_loss": 1.9850009679794312, "eval_runtime": 4.8261, "eval_samples_per_second": 2.486, "eval_steps_per_second": 2.486, "step": 40 }, { "epoch": 13.91304347826087, "step": 40, "total_flos": 9639644377382912.0, "train_loss": 1.0869066467974335, "train_runtime": 755.7673, "train_samples_per_second": 3.043, "train_steps_per_second": 0.132 } ], "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": 9639644377382912.0, "train_batch_size": 1, "trial_name": null, "trial_params": null }