| { | |
| "best_metric": 0.704846203327179, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 3.0285714285714285, | |
| "eval_steps": 10, | |
| "global_step": 53, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.05714285714285714, | |
| "grad_norm": 0.3966389298439026, | |
| "learning_rate": 1e-05, | |
| "loss": 0.9692, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.05714285714285714, | |
| "eval_loss": 1.0108790397644043, | |
| "eval_runtime": 2.0492, | |
| "eval_samples_per_second": 7.32, | |
| "eval_steps_per_second": 1.952, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.11428571428571428, | |
| "grad_norm": 0.3902052640914917, | |
| "learning_rate": 2e-05, | |
| "loss": 0.9505, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.17142857142857143, | |
| "grad_norm": 0.3335510790348053, | |
| "learning_rate": 3e-05, | |
| "loss": 1.0194, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.22857142857142856, | |
| "grad_norm": 0.36140090227127075, | |
| "learning_rate": 4e-05, | |
| "loss": 0.9429, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.2857142857142857, | |
| "grad_norm": 0.375689297914505, | |
| "learning_rate": 5e-05, | |
| "loss": 1.0009, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.34285714285714286, | |
| "grad_norm": 0.3948005139827728, | |
| "learning_rate": 6e-05, | |
| "loss": 0.8756, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "grad_norm": 0.4350300133228302, | |
| "learning_rate": 7e-05, | |
| "loss": 1.0427, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.45714285714285713, | |
| "grad_norm": 0.36623847484588623, | |
| "learning_rate": 8e-05, | |
| "loss": 0.9048, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.5142857142857142, | |
| "grad_norm": 0.3320309817790985, | |
| "learning_rate": 9e-05, | |
| "loss": 0.8974, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.5714285714285714, | |
| "grad_norm": 0.32206276059150696, | |
| "learning_rate": 0.0001, | |
| "loss": 0.8542, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.5714285714285714, | |
| "eval_loss": 0.9411152005195618, | |
| "eval_runtime": 2.0837, | |
| "eval_samples_per_second": 7.199, | |
| "eval_steps_per_second": 1.92, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.6285714285714286, | |
| "grad_norm": 0.33402150869369507, | |
| "learning_rate": 9.986661418317759e-05, | |
| "loss": 0.8844, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.6857142857142857, | |
| "grad_norm": 0.31261247396469116, | |
| "learning_rate": 9.946716840375551e-05, | |
| "loss": 0.8441, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.7428571428571429, | |
| "grad_norm": 0.33552902936935425, | |
| "learning_rate": 9.880379387779637e-05, | |
| "loss": 0.8498, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "grad_norm": 0.33501139283180237, | |
| "learning_rate": 9.78800299954203e-05, | |
| "loss": 0.8905, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.8571428571428571, | |
| "grad_norm": 0.33641278743743896, | |
| "learning_rate": 9.67008054366274e-05, | |
| "loss": 0.8753, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.9142857142857143, | |
| "grad_norm": 0.3439123332500458, | |
| "learning_rate": 9.527241187465734e-05, | |
| "loss": 0.8292, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.9714285714285714, | |
| "grad_norm": 0.3387420177459717, | |
| "learning_rate": 9.360247040719039e-05, | |
| "loss": 0.8047, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 1.0285714285714285, | |
| "grad_norm": 0.35765647888183594, | |
| "learning_rate": 9.16998908944939e-05, | |
| "loss": 0.8683, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 1.0857142857142856, | |
| "grad_norm": 0.33680498600006104, | |
| "learning_rate": 8.957482442146272e-05, | |
| "loss": 0.7337, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 1.1428571428571428, | |
| "grad_norm": 0.32664304971694946, | |
| "learning_rate": 8.72386091371891e-05, | |
| "loss": 0.7241, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 1.1428571428571428, | |
| "eval_loss": 0.784389317035675, | |
| "eval_runtime": 2.086, | |
| "eval_samples_per_second": 7.191, | |
| "eval_steps_per_second": 1.918, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "grad_norm": 0.35325202345848083, | |
| "learning_rate": 8.47037097610317e-05, | |
| "loss": 0.7718, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 1.2571428571428571, | |
| "grad_norm": 0.30332982540130615, | |
| "learning_rate": 8.198365107794457e-05, | |
| "loss": 0.6796, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 1.3142857142857143, | |
| "grad_norm": 0.365041047334671, | |
| "learning_rate": 7.909294577789766e-05, | |
| "loss": 0.7059, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 1.3714285714285714, | |
| "grad_norm": 0.2987039387226105, | |
| "learning_rate": 7.604701702439651e-05, | |
| "loss": 0.6808, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 1.4285714285714286, | |
| "grad_norm": 0.3556249141693115, | |
| "learning_rate": 7.286211616523193e-05, | |
| "loss": 0.7061, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 1.4857142857142858, | |
| "grad_norm": 0.37903037667274475, | |
| "learning_rate": 6.95552360245078e-05, | |
| "loss": 0.736, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 1.5428571428571427, | |
| "grad_norm": 0.36219486594200134, | |
| "learning_rate": 6.614402023857232e-05, | |
| "loss": 0.7291, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "grad_norm": 0.31098002195358276, | |
| "learning_rate": 6.264666911958404e-05, | |
| "loss": 0.6836, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 1.657142857142857, | |
| "grad_norm": 0.3429687023162842, | |
| "learning_rate": 5.908184254897182e-05, | |
| "loss": 0.7052, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 1.7142857142857144, | |
| "grad_norm": 0.3376871645450592, | |
| "learning_rate": 5.546856041889373e-05, | |
| "loss": 0.678, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 1.7142857142857144, | |
| "eval_loss": 0.7271688580513, | |
| "eval_runtime": 2.0876, | |
| "eval_samples_per_second": 7.185, | |
| "eval_steps_per_second": 1.916, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 1.7714285714285714, | |
| "grad_norm": 0.29218417406082153, | |
| "learning_rate": 5.182610115288295e-05, | |
| "loss": 0.6656, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 1.8285714285714287, | |
| "grad_norm": 0.30864810943603516, | |
| "learning_rate": 4.817389884711705e-05, | |
| "loss": 0.7106, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 1.8857142857142857, | |
| "grad_norm": 0.3442583382129669, | |
| "learning_rate": 4.4531439581106295e-05, | |
| "loss": 0.7097, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 1.9428571428571428, | |
| "grad_norm": 0.32284116744995117, | |
| "learning_rate": 4.0918157451028185e-05, | |
| "loss": 0.7053, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.2941528856754303, | |
| "learning_rate": 3.735333088041596e-05, | |
| "loss": 0.5891, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 2.057142857142857, | |
| "grad_norm": 0.3290832042694092, | |
| "learning_rate": 3.38559797614277e-05, | |
| "loss": 0.7012, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 2.1142857142857143, | |
| "grad_norm": 0.29661279916763306, | |
| "learning_rate": 3.0444763975492208e-05, | |
| "loss": 0.6034, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 2.1714285714285713, | |
| "grad_norm": 0.30858200788497925, | |
| "learning_rate": 2.7137883834768073e-05, | |
| "loss": 0.6878, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 2.2285714285714286, | |
| "grad_norm": 0.2789033353328705, | |
| "learning_rate": 2.3952982975603496e-05, | |
| "loss": 0.7019, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 2.2857142857142856, | |
| "grad_norm": 0.2946871519088745, | |
| "learning_rate": 2.090705422210237e-05, | |
| "loss": 0.6679, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 2.2857142857142856, | |
| "eval_loss": 0.7075809240341187, | |
| "eval_runtime": 2.087, | |
| "eval_samples_per_second": 7.187, | |
| "eval_steps_per_second": 1.917, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 2.342857142857143, | |
| "grad_norm": 0.30310121178627014, | |
| "learning_rate": 1.801634892205545e-05, | |
| "loss": 0.633, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "grad_norm": 0.3069086968898773, | |
| "learning_rate": 1.5296290238968303e-05, | |
| "loss": 0.7029, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 2.4571428571428573, | |
| "grad_norm": 0.2964320182800293, | |
| "learning_rate": 1.2761390862810907e-05, | |
| "loss": 0.7385, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 2.5142857142857142, | |
| "grad_norm": 0.28013864159584045, | |
| "learning_rate": 1.0425175578537299e-05, | |
| "loss": 0.6347, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 2.571428571428571, | |
| "grad_norm": 0.29106035828590393, | |
| "learning_rate": 8.30010910550611e-06, | |
| "loss": 0.6346, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 2.6285714285714286, | |
| "grad_norm": 0.28448185324668884, | |
| "learning_rate": 6.397529592809614e-06, | |
| "loss": 0.6148, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 2.685714285714286, | |
| "grad_norm": 0.2868902087211609, | |
| "learning_rate": 4.727588125342669e-06, | |
| "loss": 0.5431, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 2.742857142857143, | |
| "grad_norm": 0.28776589035987854, | |
| "learning_rate": 3.299194563372604e-06, | |
| "loss": 0.6296, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "grad_norm": 0.2633899748325348, | |
| "learning_rate": 2.1199700045797077e-06, | |
| "loss": 0.6345, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 2.857142857142857, | |
| "grad_norm": 0.2832770049571991, | |
| "learning_rate": 1.196206122203647e-06, | |
| "loss": 0.6468, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 2.857142857142857, | |
| "eval_loss": 0.704846203327179, | |
| "eval_runtime": 2.0892, | |
| "eval_samples_per_second": 7.18, | |
| "eval_steps_per_second": 1.915, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 2.914285714285714, | |
| "grad_norm": 0.2923741936683655, | |
| "learning_rate": 5.328315962444874e-07, | |
| "loss": 0.6826, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 2.9714285714285715, | |
| "grad_norm": 0.29426372051239014, | |
| "learning_rate": 1.333858168224178e-07, | |
| "loss": 0.6043, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 3.0285714285714285, | |
| "grad_norm": 0.29648035764694214, | |
| "learning_rate": 0.0, | |
| "loss": 0.6566, | |
| "step": 53 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 53, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 4, | |
| "save_steps": 10, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 3, | |
| "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": 2.0398259709149184e+16, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |