{ "best_metric": 1.1342445611953735, "best_model_checkpoint": "data/Mistral-7B_task-1_60-samples_config-2/checkpoint-17", "epoch": 12.869565217391305, "eval_steps": 500, "global_step": 37, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.34782608695652173, "grad_norm": 5.7090020179748535, "learning_rate": 1e-05, "loss": 2.2744, "step": 1 }, { "epoch": 0.6956521739130435, "grad_norm": 5.940366744995117, "learning_rate": 2e-05, "loss": 2.4067, "step": 2 }, { "epoch": 0.6956521739130435, "eval_loss": 2.121497392654419, "eval_runtime": 4.8521, "eval_samples_per_second": 2.473, "eval_steps_per_second": 2.473, "step": 2 }, { "epoch": 1.391304347826087, "grad_norm": 5.272120475769043, "learning_rate": 4e-05, "loss": 2.2389, "step": 4 }, { "epoch": 1.7391304347826086, "eval_loss": 1.6696044206619263, "eval_runtime": 4.8505, "eval_samples_per_second": 2.474, "eval_steps_per_second": 2.474, "step": 5 }, { "epoch": 2.0869565217391304, "grad_norm": 3.463669538497925, "learning_rate": 6e-05, "loss": 1.7683, "step": 6 }, { "epoch": 2.782608695652174, "grad_norm": 1.782424807548523, "learning_rate": 8e-05, "loss": 1.4281, "step": 8 }, { "epoch": 2.782608695652174, "eval_loss": 1.3318464756011963, "eval_runtime": 4.8402, "eval_samples_per_second": 2.479, "eval_steps_per_second": 2.479, "step": 8 }, { "epoch": 3.4782608695652173, "grad_norm": 1.1576231718063354, "learning_rate": 0.0001, "loss": 1.1834, "step": 10 }, { "epoch": 3.8260869565217392, "eval_loss": 1.26274836063385, "eval_runtime": 4.848, "eval_samples_per_second": 2.475, "eval_steps_per_second": 2.475, "step": 11 }, { "epoch": 4.173913043478261, "grad_norm": 1.503166675567627, "learning_rate": 9.987820251299122e-05, "loss": 1.1743, "step": 12 }, { "epoch": 4.869565217391305, "grad_norm": 1.343213677406311, "learning_rate": 9.951340343707852e-05, "loss": 1.0416, "step": 14 }, { "epoch": 4.869565217391305, "eval_loss": 1.1743342876434326, "eval_runtime": 4.8537, "eval_samples_per_second": 2.472, "eval_steps_per_second": 2.472, "step": 14 }, { "epoch": 5.565217391304348, "grad_norm": 1.2101751565933228, "learning_rate": 9.890738003669029e-05, "loss": 0.9159, "step": 16 }, { "epoch": 5.913043478260869, "eval_loss": 1.1342445611953735, "eval_runtime": 4.8437, "eval_samples_per_second": 2.477, "eval_steps_per_second": 2.477, "step": 17 }, { "epoch": 6.260869565217392, "grad_norm": 0.9623075723648071, "learning_rate": 9.806308479691595e-05, "loss": 0.7135, "step": 18 }, { "epoch": 6.956521739130435, "grad_norm": 1.0475118160247803, "learning_rate": 9.698463103929542e-05, "loss": 0.6449, "step": 20 }, { "epoch": 6.956521739130435, "eval_loss": 1.2086139917373657, "eval_runtime": 4.8507, "eval_samples_per_second": 2.474, "eval_steps_per_second": 2.474, "step": 20 }, { "epoch": 7.6521739130434785, "grad_norm": 1.033207654953003, "learning_rate": 9.567727288213005e-05, "loss": 0.5118, "step": 22 }, { "epoch": 8.0, "eval_loss": 1.4013780355453491, "eval_runtime": 4.8413, "eval_samples_per_second": 2.479, "eval_steps_per_second": 2.479, "step": 23 }, { "epoch": 8.347826086956522, "grad_norm": 1.3158878087997437, "learning_rate": 9.414737964294636e-05, "loss": 0.3817, "step": 24 }, { "epoch": 8.695652173913043, "eval_loss": 1.588330626487732, "eval_runtime": 4.8467, "eval_samples_per_second": 2.476, "eval_steps_per_second": 2.476, "step": 25 }, { "epoch": 9.043478260869565, "grad_norm": 1.5955661535263062, "learning_rate": 9.24024048078213e-05, "loss": 0.252, "step": 26 }, { "epoch": 9.73913043478261, "grad_norm": 1.8562427759170532, "learning_rate": 9.045084971874738e-05, "loss": 0.1478, "step": 28 }, { "epoch": 9.73913043478261, "eval_loss": 1.8900376558303833, "eval_runtime": 4.8472, "eval_samples_per_second": 2.476, "eval_steps_per_second": 2.476, "step": 28 }, { "epoch": 10.434782608695652, "grad_norm": 1.258542537689209, "learning_rate": 8.83022221559489e-05, "loss": 0.0974, "step": 30 }, { "epoch": 10.782608695652174, "eval_loss": 2.1700103282928467, "eval_runtime": 4.8533, "eval_samples_per_second": 2.473, "eval_steps_per_second": 2.473, "step": 31 }, { "epoch": 11.130434782608695, "grad_norm": 2.9292681217193604, "learning_rate": 8.596699001693255e-05, "loss": 0.0797, "step": 32 }, { "epoch": 11.826086956521738, "grad_norm": 2.1792283058166504, "learning_rate": 8.345653031794292e-05, "loss": 0.0395, "step": 34 }, { "epoch": 11.826086956521738, "eval_loss": 2.3129453659057617, "eval_runtime": 4.8304, "eval_samples_per_second": 2.484, "eval_steps_per_second": 2.484, "step": 34 }, { "epoch": 12.521739130434783, "grad_norm": 0.9826315641403198, "learning_rate": 8.07830737662829e-05, "loss": 0.0325, "step": 36 }, { "epoch": 12.869565217391305, "eval_loss": 2.348360061645508, "eval_runtime": 4.8265, "eval_samples_per_second": 2.486, "eval_steps_per_second": 2.486, "step": 37 }, { "epoch": 12.869565217391305, "step": 37, "total_flos": 8750092630622208.0, "train_loss": 0.8113765451755073, "train_runtime": 700.6388, "train_samples_per_second": 3.283, "train_steps_per_second": 0.143 } ], "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": 8750092630622208.0, "train_batch_size": 1, "trial_name": null, "trial_params": null }