| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 3.0, | |
| "global_step": 3726, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 6.81213097155126e-05, | |
| "loss": 2.26, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 6.624261943102522e-05, | |
| "loss": 1.42, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 6.436392914653783e-05, | |
| "loss": 1.28, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 6.248523886205046e-05, | |
| "loss": 1.215, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 6.0606548577563064e-05, | |
| "loss": 1.15, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 5.872785829307568e-05, | |
| "loss": 1.085, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 5.6849168008588294e-05, | |
| "loss": 1.09, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "learning_rate": 5.497047772410091e-05, | |
| "loss": 1.07, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 5.3091787439613525e-05, | |
| "loss": 1.035, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "learning_rate": 5.121309715512614e-05, | |
| "loss": 1.03, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "learning_rate": 4.933440687063875e-05, | |
| "loss": 0.99, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "learning_rate": 4.7455716586151364e-05, | |
| "loss": 0.97, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_HasAns_exact": 67.12804646365956, | |
| "eval_HasAns_f1": 73.77021174615072, | |
| "eval_HasAns_total": 18423, | |
| "eval_NoAns_exact": 71.52285101468405, | |
| "eval_NoAns_f1": 71.52285101468405, | |
| "eval_NoAns_total": 6061, | |
| "eval_best_exact": 68.21597778140827, | |
| "eval_best_exact_thresh": 0.0, | |
| "eval_best_f1": 73.21387890047849, | |
| "eval_best_f1_thresh": 0.0, | |
| "eval_exact": 68.21597778140827, | |
| "eval_f1": 73.21387890047855, | |
| "eval_total": 24484, | |
| "step": 1242 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 4.557702630166398e-05, | |
| "loss": 0.895, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 4.3698336017176595e-05, | |
| "loss": 0.83, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 1.21, | |
| "learning_rate": 4.18196457326892e-05, | |
| "loss": 0.845, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 1.29, | |
| "learning_rate": 3.994095544820182e-05, | |
| "loss": 0.845, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 3.8062265163714434e-05, | |
| "loss": 0.84, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 3.618357487922705e-05, | |
| "loss": 0.825, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 1.53, | |
| "learning_rate": 3.4304884594739665e-05, | |
| "loss": 0.835, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 1.61, | |
| "learning_rate": 3.242619431025228e-05, | |
| "loss": 0.825, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 3.0547504025764895e-05, | |
| "loss": 0.825, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "learning_rate": 2.8668813741277507e-05, | |
| "loss": 0.795, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "learning_rate": 2.679012345679012e-05, | |
| "loss": 0.8, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 2.4911433172302738e-05, | |
| "loss": 0.795, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_HasAns_exact": 68.19736199316073, | |
| "eval_HasAns_f1": 74.61586025418268, | |
| "eval_HasAns_total": 18423, | |
| "eval_NoAns_exact": 76.17554858934169, | |
| "eval_NoAns_f1": 76.17554858934169, | |
| "eval_NoAns_total": 6061, | |
| "eval_best_exact": 70.17235745793171, | |
| "eval_best_exact_thresh": 0.0, | |
| "eval_best_f1": 75.00196019697727, | |
| "eval_best_f1_thresh": 0.0, | |
| "eval_exact": 70.17235745793171, | |
| "eval_f1": 75.00196019697732, | |
| "eval_total": 24484, | |
| "step": 2484 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 2.303274288781535e-05, | |
| "loss": 0.795, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 2.1154052603327965e-05, | |
| "loss": 0.67, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 1.9275362318840577e-05, | |
| "loss": 0.665, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 1.7396672034353192e-05, | |
| "loss": 0.68, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 1.5517981749865808e-05, | |
| "loss": 0.675, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "learning_rate": 1.3639291465378421e-05, | |
| "loss": 0.665, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 1.1760601180891035e-05, | |
| "loss": 0.655, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "learning_rate": 9.881910896403648e-06, | |
| "loss": 0.66, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 2.66, | |
| "learning_rate": 8.003220611916264e-06, | |
| "loss": 0.65, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 2.74, | |
| "learning_rate": 6.124530327428877e-06, | |
| "loss": 0.65, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 2.82, | |
| "learning_rate": 4.245840042941492e-06, | |
| "loss": 0.65, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "learning_rate": 2.367149758454106e-06, | |
| "loss": 0.65, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 4.884594739667203e-07, | |
| "loss": 0.645, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_HasAns_exact": 69.65206535309125, | |
| "eval_HasAns_f1": 76.1771308342428, | |
| "eval_HasAns_total": 18423, | |
| "eval_NoAns_exact": 77.6604520706154, | |
| "eval_NoAns_f1": 77.6604520706154, | |
| "eval_NoAns_total": 6061, | |
| "eval_best_exact": 71.63453684038556, | |
| "eval_best_exact_thresh": 0.0, | |
| "eval_best_f1": 76.5443261460238, | |
| "eval_best_f1_thresh": 0.0, | |
| "eval_exact": 71.63453684038556, | |
| "eval_f1": 76.54432614602389, | |
| "eval_total": 24484, | |
| "step": 3726 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "step": 3726, | |
| "total_flos": 1.8682613172115866e+17, | |
| "train_loss": 0.8973765432098766, | |
| "train_runtime": 1588.8114, | |
| "train_samples_per_second": 614.369, | |
| "train_steps_per_second": 2.401 | |
| } | |
| ], | |
| "max_steps": 3726, | |
| "num_train_epochs": 3, | |
| "total_flos": 1.8682613172115866e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |