| { | |
| "best_metric": 0.9476106762886047, | |
| "best_model_checkpoint": "data/Gemma-2-2B_task-1_60-samples_config-2_full_auto/checkpoint-37", | |
| "epoch": 19.82608695652174, | |
| "eval_steps": 500, | |
| "global_step": 57, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.34782608695652173, | |
| "grad_norm": 1.285793662071228, | |
| "learning_rate": 1e-05, | |
| "loss": 2.3068, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.6956521739130435, | |
| "grad_norm": 1.2761372327804565, | |
| "learning_rate": 2e-05, | |
| "loss": 2.3291, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.6956521739130435, | |
| "eval_loss": 2.214773416519165, | |
| "eval_runtime": 1.0947, | |
| "eval_samples_per_second": 10.962, | |
| "eval_steps_per_second": 10.962, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 1.391304347826087, | |
| "grad_norm": 1.301371455192566, | |
| "learning_rate": 4e-05, | |
| "loss": 2.3149, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 1.7391304347826086, | |
| "eval_loss": 2.120266914367676, | |
| "eval_runtime": 1.0594, | |
| "eval_samples_per_second": 11.328, | |
| "eval_steps_per_second": 11.328, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 2.0869565217391304, | |
| "grad_norm": 1.28001070022583, | |
| "learning_rate": 6e-05, | |
| "loss": 2.272, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 2.782608695652174, | |
| "grad_norm": 1.0247910022735596, | |
| "learning_rate": 8e-05, | |
| "loss": 2.0527, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 2.782608695652174, | |
| "eval_loss": 1.7994542121887207, | |
| "eval_runtime": 1.0855, | |
| "eval_samples_per_second": 11.055, | |
| "eval_steps_per_second": 11.055, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 3.4782608695652173, | |
| "grad_norm": 0.8930116891860962, | |
| "learning_rate": 0.0001, | |
| "loss": 1.8287, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 3.8260869565217392, | |
| "eval_loss": 1.492956280708313, | |
| "eval_runtime": 1.0687, | |
| "eval_samples_per_second": 11.229, | |
| "eval_steps_per_second": 11.229, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 4.173913043478261, | |
| "grad_norm": 0.8637903928756714, | |
| "learning_rate": 9.987820251299122e-05, | |
| "loss": 1.5774, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 4.869565217391305, | |
| "grad_norm": 0.8775559067726135, | |
| "learning_rate": 9.951340343707852e-05, | |
| "loss": 1.4013, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 4.869565217391305, | |
| "eval_loss": 1.3095505237579346, | |
| "eval_runtime": 1.0623, | |
| "eval_samples_per_second": 11.296, | |
| "eval_steps_per_second": 11.296, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 5.565217391304348, | |
| "grad_norm": 0.9027936458587646, | |
| "learning_rate": 9.890738003669029e-05, | |
| "loss": 1.2792, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 5.913043478260869, | |
| "eval_loss": 1.145402193069458, | |
| "eval_runtime": 1.0607, | |
| "eval_samples_per_second": 11.314, | |
| "eval_steps_per_second": 11.314, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 6.260869565217392, | |
| "grad_norm": 0.8070787191390991, | |
| "learning_rate": 9.806308479691595e-05, | |
| "loss": 1.1154, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 6.956521739130435, | |
| "grad_norm": 0.5553158521652222, | |
| "learning_rate": 9.698463103929542e-05, | |
| "loss": 1.0352, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 6.956521739130435, | |
| "eval_loss": 1.0580171346664429, | |
| "eval_runtime": 1.0616, | |
| "eval_samples_per_second": 11.304, | |
| "eval_steps_per_second": 11.304, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 7.6521739130434785, | |
| "grad_norm": 0.42665135860443115, | |
| "learning_rate": 9.567727288213005e-05, | |
| "loss": 0.9755, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_loss": 1.0166171789169312, | |
| "eval_runtime": 1.0673, | |
| "eval_samples_per_second": 11.243, | |
| "eval_steps_per_second": 11.243, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 8.347826086956522, | |
| "grad_norm": 0.40814900398254395, | |
| "learning_rate": 9.414737964294636e-05, | |
| "loss": 0.9229, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 8.695652173913043, | |
| "eval_loss": 0.9997214674949646, | |
| "eval_runtime": 1.0749, | |
| "eval_samples_per_second": 11.164, | |
| "eval_steps_per_second": 11.164, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 9.043478260869565, | |
| "grad_norm": 0.4242000877857208, | |
| "learning_rate": 9.24024048078213e-05, | |
| "loss": 0.9122, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 9.73913043478261, | |
| "grad_norm": 0.42280644178390503, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 0.8475, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 9.73913043478261, | |
| "eval_loss": 0.9786109328269958, | |
| "eval_runtime": 1.0544, | |
| "eval_samples_per_second": 11.381, | |
| "eval_steps_per_second": 11.381, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 10.434782608695652, | |
| "grad_norm": 0.3887423276901245, | |
| "learning_rate": 8.83022221559489e-05, | |
| "loss": 0.8219, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 10.782608695652174, | |
| "eval_loss": 0.9607260227203369, | |
| "eval_runtime": 1.0578, | |
| "eval_samples_per_second": 11.344, | |
| "eval_steps_per_second": 11.344, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 11.130434782608695, | |
| "grad_norm": 0.4444013237953186, | |
| "learning_rate": 8.596699001693255e-05, | |
| "loss": 0.8224, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 11.826086956521738, | |
| "grad_norm": 0.4059256911277771, | |
| "learning_rate": 8.345653031794292e-05, | |
| "loss": 0.7598, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 11.826086956521738, | |
| "eval_loss": 0.949688196182251, | |
| "eval_runtime": 1.054, | |
| "eval_samples_per_second": 11.386, | |
| "eval_steps_per_second": 11.386, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 12.521739130434783, | |
| "grad_norm": 0.4026019275188446, | |
| "learning_rate": 8.07830737662829e-05, | |
| "loss": 0.7358, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 12.869565217391305, | |
| "eval_loss": 0.9476106762886047, | |
| "eval_runtime": 1.0558, | |
| "eval_samples_per_second": 11.365, | |
| "eval_steps_per_second": 11.365, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 13.217391304347826, | |
| "grad_norm": 0.5041373372077942, | |
| "learning_rate": 7.795964517353735e-05, | |
| "loss": 0.71, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 13.91304347826087, | |
| "grad_norm": 0.4363657236099243, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 0.6627, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 13.91304347826087, | |
| "eval_loss": 0.9561586380004883, | |
| "eval_runtime": 1.0657, | |
| "eval_samples_per_second": 11.261, | |
| "eval_steps_per_second": 11.261, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 14.608695652173914, | |
| "grad_norm": 0.44975125789642334, | |
| "learning_rate": 7.191855733945387e-05, | |
| "loss": 0.6456, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 14.956521739130435, | |
| "eval_loss": 0.9710133671760559, | |
| "eval_runtime": 1.0594, | |
| "eval_samples_per_second": 11.327, | |
| "eval_steps_per_second": 11.327, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 15.304347826086957, | |
| "grad_norm": 0.4603601098060608, | |
| "learning_rate": 6.873032967079561e-05, | |
| "loss": 0.6009, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "grad_norm": 0.48348623514175415, | |
| "learning_rate": 6.545084971874738e-05, | |
| "loss": 0.5933, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_loss": 0.9922751784324646, | |
| "eval_runtime": 1.0519, | |
| "eval_samples_per_second": 11.408, | |
| "eval_steps_per_second": 11.408, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 16.695652173913043, | |
| "grad_norm": 0.5055673122406006, | |
| "learning_rate": 6.209609477998338e-05, | |
| "loss": 0.5504, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 16.695652173913043, | |
| "eval_loss": 1.0152024030685425, | |
| "eval_runtime": 1.0614, | |
| "eval_samples_per_second": 11.306, | |
| "eval_steps_per_second": 11.306, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 17.391304347826086, | |
| "grad_norm": 0.4959231913089752, | |
| "learning_rate": 5.868240888334653e-05, | |
| "loss": 0.5298, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 17.73913043478261, | |
| "eval_loss": 1.054592251777649, | |
| "eval_runtime": 1.0666, | |
| "eval_samples_per_second": 11.251, | |
| "eval_steps_per_second": 11.251, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 18.08695652173913, | |
| "grad_norm": 0.5696326494216919, | |
| "learning_rate": 5.522642316338268e-05, | |
| "loss": 0.4738, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 18.782608695652176, | |
| "grad_norm": 0.5654062032699585, | |
| "learning_rate": 5.174497483512506e-05, | |
| "loss": 0.4504, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 18.782608695652176, | |
| "eval_loss": 1.1058413982391357, | |
| "eval_runtime": 1.058, | |
| "eval_samples_per_second": 11.342, | |
| "eval_steps_per_second": 11.342, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 19.47826086956522, | |
| "grad_norm": 0.5877916812896729, | |
| "learning_rate": 4.825502516487497e-05, | |
| "loss": 0.4508, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 19.82608695652174, | |
| "eval_loss": 1.1509839296340942, | |
| "eval_runtime": 1.0593, | |
| "eval_samples_per_second": 11.328, | |
| "eval_steps_per_second": 11.328, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 19.82608695652174, | |
| "step": 57, | |
| "total_flos": 3927682766077952.0, | |
| "train_loss": 1.0507982456893252, | |
| "train_runtime": 408.1771, | |
| "train_samples_per_second": 5.635, | |
| "train_steps_per_second": 0.245 | |
| } | |
| ], | |
| "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": 3927682766077952.0, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |