| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 5.0, | |
| "global_step": 20455, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 2.500229112570643e-05, | |
| "loss": 0.2994, | |
| "step": 4091 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_HasAns_exact": 50.77597840755735, | |
| "eval_HasAns_f1": 59.77609298252823, | |
| "eval_HasAns_total": 5928, | |
| "eval_NoAns_exact": 78.60386879730866, | |
| "eval_NoAns_f1": 78.60386879730866, | |
| "eval_NoAns_total": 5945, | |
| "eval_best_exact": 64.7098458687779, | |
| "eval_best_exact_thresh": 0.0, | |
| "eval_best_f1": 69.20345988380656, | |
| "eval_best_f1_thresh": 0.0, | |
| "eval_exact": 64.7098458687779, | |
| "eval_f1": 69.20345988380627, | |
| "eval_runtime": 69.4653, | |
| "eval_samples_per_second": 172.748, | |
| "eval_steps_per_second": 5.398, | |
| "eval_total": 11873, | |
| "step": 4091 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 1.875515503283947e-05, | |
| "loss": 0.0681, | |
| "step": 8182 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_HasAns_exact": 54.97638326585695, | |
| "eval_HasAns_f1": 66.01412319490598, | |
| "eval_HasAns_total": 5928, | |
| "eval_NoAns_exact": 68.04037005887301, | |
| "eval_NoAns_f1": 68.04037005887301, | |
| "eval_NoAns_total": 5945, | |
| "eval_best_exact": 61.517729301777145, | |
| "eval_best_exact_thresh": 0.0, | |
| "eval_best_f1": 67.02869723737984, | |
| "eval_best_f1_thresh": 0.0, | |
| "eval_exact": 61.517729301777145, | |
| "eval_f1": 67.02869723737946, | |
| "eval_runtime": 69.813, | |
| "eval_samples_per_second": 171.888, | |
| "eval_steps_per_second": 5.371, | |
| "eval_total": 11873, | |
| "step": 8182 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 1.2509546357110128e-05, | |
| "loss": 0.0373, | |
| "step": 12273 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_HasAns_exact": 52.66531713900135, | |
| "eval_HasAns_f1": 63.1366903466774, | |
| "eval_HasAns_total": 5928, | |
| "eval_NoAns_exact": 74.23044575273339, | |
| "eval_NoAns_f1": 74.23044575273339, | |
| "eval_NoAns_total": 5945, | |
| "eval_best_exact": 63.46332013812853, | |
| "eval_best_exact_thresh": 0.0, | |
| "eval_best_f1": 68.6915101806715, | |
| "eval_best_f1_thresh": 0.0, | |
| "eval_exact": 63.46332013812853, | |
| "eval_f1": 68.6915101806711, | |
| "eval_runtime": 69.5169, | |
| "eval_samples_per_second": 172.62, | |
| "eval_steps_per_second": 5.394, | |
| "eval_total": 11873, | |
| "step": 12273 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 6.262410264243165e-06, | |
| "loss": 0.0144, | |
| "step": 16364 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_HasAns_exact": 53.07017543859649, | |
| "eval_HasAns_f1": 63.174613714318006, | |
| "eval_HasAns_total": 5928, | |
| "eval_NoAns_exact": 74.88645920941968, | |
| "eval_NoAns_f1": 74.88645920941968, | |
| "eval_NoAns_total": 5945, | |
| "eval_best_exact": 63.99393582076981, | |
| "eval_best_exact_thresh": 0.0, | |
| "eval_best_f1": 69.03892108974036, | |
| "eval_best_f1_thresh": 0.0, | |
| "eval_exact": 63.99393582076981, | |
| "eval_f1": 69.03892108973986, | |
| "eval_runtime": 69.3973, | |
| "eval_samples_per_second": 172.917, | |
| "eval_steps_per_second": 5.404, | |
| "eval_total": 11873, | |
| "step": 16364 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 1.3746754238582558e-08, | |
| "loss": 0.0043, | |
| "step": 20455 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_HasAns_exact": 53.54251012145749, | |
| "eval_HasAns_f1": 63.501893668646716, | |
| "eval_HasAns_total": 5928, | |
| "eval_NoAns_exact": 75.10513036164845, | |
| "eval_NoAns_f1": 75.10513036164845, | |
| "eval_NoAns_total": 5945, | |
| "eval_best_exact": 64.3392571380443, | |
| "eval_best_exact_thresh": 0.0, | |
| "eval_best_f1": 69.31181888888628, | |
| "eval_best_f1_thresh": 0.0, | |
| "eval_exact": 64.3392571380443, | |
| "eval_f1": 69.31181888888594, | |
| "eval_runtime": 69.762, | |
| "eval_samples_per_second": 172.014, | |
| "eval_steps_per_second": 5.375, | |
| "eval_total": 11873, | |
| "step": 20455 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "step": 20455, | |
| "total_flos": 1.445362831448064e+16, | |
| "train_loss": 0.08469501011414156, | |
| "train_runtime": 9458.5775, | |
| "train_samples_per_second": 69.195, | |
| "train_steps_per_second": 2.163 | |
| } | |
| ], | |
| "max_steps": 20455, | |
| "num_train_epochs": 5, | |
| "total_flos": 1.445362831448064e+16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |