| { | |
| "best_metric": 1.1069023609161377, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-25", | |
| "epoch": 0.050200803212851405, | |
| "eval_steps": 5, | |
| "global_step": 25, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.002008032128514056, | |
| "grad_norm": 0.5155134797096252, | |
| "learning_rate": 2e-05, | |
| "loss": 1.2926, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.002008032128514056, | |
| "eval_loss": 1.366198182106018, | |
| "eval_runtime": 43.1393, | |
| "eval_samples_per_second": 4.868, | |
| "eval_steps_per_second": 2.434, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.004016064257028112, | |
| "grad_norm": 0.4950045645236969, | |
| "learning_rate": 4e-05, | |
| "loss": 1.3676, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.006024096385542169, | |
| "grad_norm": 0.455005943775177, | |
| "learning_rate": 6e-05, | |
| "loss": 1.4273, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.008032128514056224, | |
| "grad_norm": 0.4558495283126831, | |
| "learning_rate": 8e-05, | |
| "loss": 1.3529, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.010040160642570281, | |
| "grad_norm": 0.5495745539665222, | |
| "learning_rate": 0.0001, | |
| "loss": 1.2247, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.010040160642570281, | |
| "eval_loss": 1.346940279006958, | |
| "eval_runtime": 41.5521, | |
| "eval_samples_per_second": 5.054, | |
| "eval_steps_per_second": 2.527, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.012048192771084338, | |
| "grad_norm": 0.5914521217346191, | |
| "learning_rate": 0.00012, | |
| "loss": 1.3786, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.014056224899598393, | |
| "grad_norm": 0.506374716758728, | |
| "learning_rate": 0.00014, | |
| "loss": 1.0787, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.01606425702811245, | |
| "grad_norm": 0.595960259437561, | |
| "learning_rate": 0.00016, | |
| "loss": 1.1075, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.018072289156626505, | |
| "grad_norm": 0.5901023149490356, | |
| "learning_rate": 0.00018, | |
| "loss": 0.9768, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.020080321285140562, | |
| "grad_norm": 0.900346577167511, | |
| "learning_rate": 0.0002, | |
| "loss": 1.1413, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.020080321285140562, | |
| "eval_loss": 1.2411974668502808, | |
| "eval_runtime": 40.9672, | |
| "eval_samples_per_second": 5.126, | |
| "eval_steps_per_second": 2.563, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.02208835341365462, | |
| "grad_norm": 1.008229374885559, | |
| "learning_rate": 0.00019781476007338058, | |
| "loss": 1.1722, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.024096385542168676, | |
| "grad_norm": 0.8678027987480164, | |
| "learning_rate": 0.0001913545457642601, | |
| "loss": 1.1109, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.02610441767068273, | |
| "grad_norm": 0.9450435042381287, | |
| "learning_rate": 0.00018090169943749476, | |
| "loss": 1.1563, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.028112449799196786, | |
| "grad_norm": 0.816157877445221, | |
| "learning_rate": 0.00016691306063588583, | |
| "loss": 1.1604, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.030120481927710843, | |
| "grad_norm": 0.8615245223045349, | |
| "learning_rate": 0.00015000000000000001, | |
| "loss": 1.3244, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.030120481927710843, | |
| "eval_loss": 1.1586683988571167, | |
| "eval_runtime": 41.0322, | |
| "eval_samples_per_second": 5.118, | |
| "eval_steps_per_second": 2.559, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.0321285140562249, | |
| "grad_norm": 0.7571508884429932, | |
| "learning_rate": 0.00013090169943749476, | |
| "loss": 1.1881, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.03413654618473896, | |
| "grad_norm": 0.8747928142547607, | |
| "learning_rate": 0.00011045284632676536, | |
| "loss": 1.0047, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.03614457831325301, | |
| "grad_norm": 0.8475907444953918, | |
| "learning_rate": 8.954715367323468e-05, | |
| "loss": 1.0417, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.03815261044176707, | |
| "grad_norm": 1.19319486618042, | |
| "learning_rate": 6.909830056250527e-05, | |
| "loss": 1.4018, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.040160642570281124, | |
| "grad_norm": 0.7098384499549866, | |
| "learning_rate": 5.000000000000002e-05, | |
| "loss": 1.1257, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.040160642570281124, | |
| "eval_loss": 1.1164677143096924, | |
| "eval_runtime": 41.0533, | |
| "eval_samples_per_second": 5.115, | |
| "eval_steps_per_second": 2.558, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.04216867469879518, | |
| "grad_norm": 0.7288839817047119, | |
| "learning_rate": 3.308693936411421e-05, | |
| "loss": 1.1363, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.04417670682730924, | |
| "grad_norm": 0.81972736120224, | |
| "learning_rate": 1.9098300562505266e-05, | |
| "loss": 1.0716, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.04618473895582329, | |
| "grad_norm": 0.6999672055244446, | |
| "learning_rate": 8.645454235739903e-06, | |
| "loss": 1.0502, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.04819277108433735, | |
| "grad_norm": 0.7532836198806763, | |
| "learning_rate": 2.1852399266194314e-06, | |
| "loss": 1.0596, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.050200803212851405, | |
| "grad_norm": 0.6574884057044983, | |
| "learning_rate": 0.0, | |
| "loss": 0.9523, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.050200803212851405, | |
| "eval_loss": 1.1069023609161377, | |
| "eval_runtime": 40.9698, | |
| "eval_samples_per_second": 5.126, | |
| "eval_steps_per_second": 2.563, | |
| "step": 25 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 25, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 10, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 2, | |
| "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": 5317497213419520.0, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |