{ "best_metric": 0.7822471261024475, "best_model_checkpoint": "data/Mistral-7B_task-2_60-samples_config-2_full_auto/checkpoint-25", "epoch": 16.0, "eval_steps": 500, "global_step": 46, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.34782608695652173, "grad_norm": 0.9489189386367798, "learning_rate": 1e-05, "loss": 1.1469, "step": 1 }, { "epoch": 0.6956521739130435, "grad_norm": 0.8985427618026733, "learning_rate": 2e-05, "loss": 1.1178, "step": 2 }, { "epoch": 0.6956521739130435, "eval_loss": 1.112937331199646, "eval_runtime": 16.5274, "eval_samples_per_second": 0.726, "eval_steps_per_second": 0.726, "step": 2 }, { "epoch": 1.391304347826087, "grad_norm": 0.8011978268623352, "learning_rate": 4e-05, "loss": 1.1097, "step": 4 }, { "epoch": 1.7391304347826086, "eval_loss": 1.0291565656661987, "eval_runtime": 16.5345, "eval_samples_per_second": 0.726, "eval_steps_per_second": 0.726, "step": 5 }, { "epoch": 2.0869565217391304, "grad_norm": 0.5375749468803406, "learning_rate": 6e-05, "loss": 1.0616, "step": 6 }, { "epoch": 2.782608695652174, "grad_norm": 0.39012864232063293, "learning_rate": 8e-05, "loss": 0.9835, "step": 8 }, { "epoch": 2.782608695652174, "eval_loss": 0.9618045687675476, "eval_runtime": 16.5291, "eval_samples_per_second": 0.726, "eval_steps_per_second": 0.726, "step": 8 }, { "epoch": 3.4782608695652173, "grad_norm": 0.3669772744178772, "learning_rate": 0.0001, "loss": 0.927, "step": 10 }, { "epoch": 3.8260869565217392, "eval_loss": 0.9095487594604492, "eval_runtime": 16.5307, "eval_samples_per_second": 0.726, "eval_steps_per_second": 0.726, "step": 11 }, { "epoch": 4.173913043478261, "grad_norm": 0.388439416885376, "learning_rate": 9.987820251299122e-05, "loss": 0.9117, "step": 12 }, { "epoch": 4.869565217391305, "grad_norm": 0.4800668954849243, "learning_rate": 9.951340343707852e-05, "loss": 0.8549, "step": 14 }, { "epoch": 4.869565217391305, "eval_loss": 0.8466771245002747, "eval_runtime": 16.527, "eval_samples_per_second": 0.726, "eval_steps_per_second": 0.726, "step": 14 }, { "epoch": 5.565217391304348, "grad_norm": 0.29176655411720276, "learning_rate": 9.890738003669029e-05, "loss": 0.7961, "step": 16 }, { "epoch": 5.913043478260869, "eval_loss": 0.8089969754219055, "eval_runtime": 16.5342, "eval_samples_per_second": 0.726, "eval_steps_per_second": 0.726, "step": 17 }, { "epoch": 6.260869565217392, "grad_norm": 0.2345418632030487, "learning_rate": 9.806308479691595e-05, "loss": 0.7562, "step": 18 }, { "epoch": 6.956521739130435, "grad_norm": 0.2233332395553589, "learning_rate": 9.698463103929542e-05, "loss": 0.736, "step": 20 }, { "epoch": 6.956521739130435, "eval_loss": 0.7969680428504944, "eval_runtime": 16.5253, "eval_samples_per_second": 0.726, "eval_steps_per_second": 0.726, "step": 20 }, { "epoch": 7.6521739130434785, "grad_norm": 0.18992193043231964, "learning_rate": 9.567727288213005e-05, "loss": 0.7303, "step": 22 }, { "epoch": 8.0, "eval_loss": 0.7857106328010559, "eval_runtime": 16.5342, "eval_samples_per_second": 0.726, "eval_steps_per_second": 0.726, "step": 23 }, { "epoch": 8.347826086956522, "grad_norm": 0.1720886379480362, "learning_rate": 9.414737964294636e-05, "loss": 0.712, "step": 24 }, { "epoch": 8.695652173913043, "eval_loss": 0.7822471261024475, "eval_runtime": 16.5278, "eval_samples_per_second": 0.726, "eval_steps_per_second": 0.726, "step": 25 }, { "epoch": 9.043478260869565, "grad_norm": 0.1806679219007492, "learning_rate": 9.24024048078213e-05, "loss": 0.6953, "step": 26 }, { "epoch": 9.73913043478261, "grad_norm": 0.1769927591085434, "learning_rate": 9.045084971874738e-05, "loss": 0.6783, "step": 28 }, { "epoch": 9.73913043478261, "eval_loss": 0.782662570476532, "eval_runtime": 16.5267, "eval_samples_per_second": 0.726, "eval_steps_per_second": 0.726, "step": 28 }, { "epoch": 10.434782608695652, "grad_norm": 0.20159979164600372, "learning_rate": 8.83022221559489e-05, "loss": 0.6731, "step": 30 }, { "epoch": 10.782608695652174, "eval_loss": 0.783447802066803, "eval_runtime": 16.5271, "eval_samples_per_second": 0.726, "eval_steps_per_second": 0.726, "step": 31 }, { "epoch": 11.130434782608695, "grad_norm": 0.22783416509628296, "learning_rate": 8.596699001693255e-05, "loss": 0.6314, "step": 32 }, { "epoch": 11.826086956521738, "grad_norm": 0.20514577627182007, "learning_rate": 8.345653031794292e-05, "loss": 0.6412, "step": 34 }, { "epoch": 11.826086956521738, "eval_loss": 0.7850430607795715, "eval_runtime": 16.5309, "eval_samples_per_second": 0.726, "eval_steps_per_second": 0.726, "step": 34 }, { "epoch": 12.521739130434783, "grad_norm": 0.22831229865550995, "learning_rate": 8.07830737662829e-05, "loss": 0.6011, "step": 36 }, { "epoch": 12.869565217391305, "eval_loss": 0.7914543151855469, "eval_runtime": 16.5296, "eval_samples_per_second": 0.726, "eval_steps_per_second": 0.726, "step": 37 }, { "epoch": 13.217391304347826, "grad_norm": 0.2632400095462799, "learning_rate": 7.795964517353735e-05, "loss": 0.6055, "step": 38 }, { "epoch": 13.91304347826087, "grad_norm": 0.24505576491355896, "learning_rate": 7.500000000000001e-05, "loss": 0.582, "step": 40 }, { "epoch": 13.91304347826087, "eval_loss": 0.8032048344612122, "eval_runtime": 16.5261, "eval_samples_per_second": 0.726, "eval_steps_per_second": 0.726, "step": 40 }, { "epoch": 14.608695652173914, "grad_norm": 0.27307823300361633, "learning_rate": 7.191855733945387e-05, "loss": 0.5422, "step": 42 }, { "epoch": 14.956521739130435, "eval_loss": 0.8101192116737366, "eval_runtime": 16.5261, "eval_samples_per_second": 0.726, "eval_steps_per_second": 0.726, "step": 43 }, { "epoch": 15.304347826086957, "grad_norm": 0.28701141476631165, "learning_rate": 6.873032967079561e-05, "loss": 0.539, "step": 44 }, { "epoch": 16.0, "grad_norm": 0.41058349609375, "learning_rate": 6.545084971874738e-05, "loss": 0.515, "step": 46 }, { "epoch": 16.0, "eval_loss": 0.8303666114807129, "eval_runtime": 16.5291, "eval_samples_per_second": 0.726, "eval_steps_per_second": 0.726, "step": 46 }, { "epoch": 16.0, "step": 46, "total_flos": 9.129109787508736e+16, "train_loss": 0.7571987328322037, "train_runtime": 3313.1474, "train_samples_per_second": 0.694, "train_steps_per_second": 0.03 } ], "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": 9.129109787508736e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }