| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 8.0, | |
| "global_step": 5056, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 5e-05, | |
| "loss": 0.324, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9792203149081317, | |
| "eval_f1": 0.9060294526257294, | |
| "eval_loss": 0.10194244235754013, | |
| "eval_precision": 0.9077614045506849, | |
| "eval_recall": 0.904304097027067, | |
| "eval_runtime": 12.6479, | |
| "eval_samples_per_second": 217.348, | |
| "step": 632 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "learning_rate": 4.451273046532046e-05, | |
| "loss": 0.0599, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9832931525115832, | |
| "eval_f1": 0.9250188602866763, | |
| "eval_loss": 0.08270899951457977, | |
| "eval_precision": 0.9206314324433212, | |
| "eval_recall": 0.9294483064635409, | |
| "eval_runtime": 12.8104, | |
| "eval_samples_per_second": 214.592, | |
| "step": 1264 | |
| }, | |
| { | |
| "epoch": 2.37, | |
| "learning_rate": 3.902546093064092e-05, | |
| "loss": 0.0414, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9813122943651833, | |
| "eval_f1": 0.9174662014827737, | |
| "eval_loss": 0.09249694645404816, | |
| "eval_precision": 0.9019937115906818, | |
| "eval_recall": 0.9334787753290933, | |
| "eval_runtime": 12.6986, | |
| "eval_samples_per_second": 216.48, | |
| "step": 1896 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "learning_rate": 3.353819139596137e-05, | |
| "loss": 0.03, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 3.96, | |
| "learning_rate": 2.8050921861281827e-05, | |
| "loss": 0.0203, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9827810282103189, | |
| "eval_f1": 0.9226777565140586, | |
| "eval_loss": 0.09510081261396408, | |
| "eval_precision": 0.9183516483516484, | |
| "eval_recall": 0.9270448158556427, | |
| "eval_runtime": 12.7912, | |
| "eval_samples_per_second": 214.913, | |
| "step": 2528 | |
| }, | |
| { | |
| "epoch": 4.75, | |
| "learning_rate": 2.256365232660228e-05, | |
| "loss": 0.0139, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9840951584928085, | |
| "eval_f1": 0.9295437821927889, | |
| "eval_loss": 0.09760858118534088, | |
| "eval_precision": 0.9249158002635818, | |
| "eval_recall": 0.9342183109007544, | |
| "eval_runtime": 12.7478, | |
| "eval_samples_per_second": 215.645, | |
| "step": 3160 | |
| }, | |
| { | |
| "epoch": 5.54, | |
| "learning_rate": 1.707638279192274e-05, | |
| "loss": 0.01, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9842159425261255, | |
| "eval_f1": 0.9298436262501611, | |
| "eval_loss": 0.10052050650119781, | |
| "eval_precision": 0.9263459209512276, | |
| "eval_recall": 0.9333678449933441, | |
| "eval_runtime": 12.7445, | |
| "eval_samples_per_second": 215.702, | |
| "step": 3792 | |
| }, | |
| { | |
| "epoch": 6.33, | |
| "learning_rate": 1.1589113257243196e-05, | |
| "loss": 0.0067, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.984558969180746, | |
| "eval_f1": 0.9318746892093487, | |
| "eval_loss": 0.11000438034534454, | |
| "eval_precision": 0.9283014713976443, | |
| "eval_recall": 0.9354755213725781, | |
| "eval_runtime": 12.8711, | |
| "eval_samples_per_second": 213.579, | |
| "step": 4424 | |
| }, | |
| { | |
| "epoch": 7.12, | |
| "learning_rate": 6.101843722563653e-06, | |
| "loss": 0.0049, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 7.91, | |
| "learning_rate": 6.145741878841089e-07, | |
| "loss": 0.0033, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9842642561394525, | |
| "eval_f1": 0.9308433246772383, | |
| "eval_loss": 0.11643598228693008, | |
| "eval_precision": 0.9272740615712032, | |
| "eval_recall": 0.9344401715722527, | |
| "eval_runtime": 12.7915, | |
| "eval_samples_per_second": 214.908, | |
| "step": 5056 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "step": 5056, | |
| "total_flos": 1.2033636864613164e+16, | |
| "train_runtime": 1294.9862, | |
| "train_samples_per_second": 3.904 | |
| } | |
| ], | |
| "max_steps": 5056, | |
| "num_train_epochs": 8, | |
| "total_flos": 1.2033636864613164e+16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |