{ "best_metric": 0.8028371334075928, "best_model_checkpoint": "miner_id_24/checkpoint-25", "epoch": 0.0016218232537018116, "eval_steps": 5, "global_step": 25, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 6.487293014807247e-05, "grad_norm": 9.75472354888916, "learning_rate": 2e-05, "loss": 8.1444, "step": 1 }, { "epoch": 6.487293014807247e-05, "eval_loss": 1.7887955904006958, "eval_runtime": 599.9067, "eval_samples_per_second": 10.82, "eval_steps_per_second": 5.411, "step": 1 }, { "epoch": 0.00012974586029614494, "grad_norm": 11.683684349060059, "learning_rate": 4e-05, "loss": 7.756, "step": 2 }, { "epoch": 0.00019461879044421738, "grad_norm": 10.239891052246094, "learning_rate": 6e-05, "loss": 7.3487, "step": 3 }, { "epoch": 0.00025949172059228987, "grad_norm": 5.831728458404541, "learning_rate": 8e-05, "loss": 6.5008, "step": 4 }, { "epoch": 0.0003243646507403623, "grad_norm": 8.679244041442871, "learning_rate": 0.0001, "loss": 7.6476, "step": 5 }, { "epoch": 0.0003243646507403623, "eval_loss": 1.6379072666168213, "eval_runtime": 587.2065, "eval_samples_per_second": 11.054, "eval_steps_per_second": 5.528, "step": 5 }, { "epoch": 0.00038923758088843475, "grad_norm": 6.1510725021362305, "learning_rate": 0.00012, "loss": 7.1118, "step": 6 }, { "epoch": 0.00045411051103650725, "grad_norm": 8.355069160461426, "learning_rate": 0.00014, "loss": 7.7826, "step": 7 }, { "epoch": 0.0005189834411845797, "grad_norm": 6.8486857414245605, "learning_rate": 0.00016, "loss": 5.4679, "step": 8 }, { "epoch": 0.0005838563713326521, "grad_norm": 10.025384902954102, "learning_rate": 0.00018, "loss": 5.6222, "step": 9 }, { "epoch": 0.0006487293014807246, "grad_norm": 7.206371307373047, "learning_rate": 0.0002, "loss": 5.6096, "step": 10 }, { "epoch": 0.0006487293014807246, "eval_loss": 1.2036751508712769, "eval_runtime": 593.239, "eval_samples_per_second": 10.942, "eval_steps_per_second": 5.472, "step": 10 }, { "epoch": 0.0007136022316287971, "grad_norm": 8.447565078735352, "learning_rate": 0.00019781476007338058, "loss": 4.5169, "step": 11 }, { "epoch": 0.0007784751617768695, "grad_norm": 6.3583149909973145, "learning_rate": 0.0001913545457642601, "loss": 3.6096, "step": 12 }, { "epoch": 0.000843348091924942, "grad_norm": 7.392266273498535, "learning_rate": 0.00018090169943749476, "loss": 5.3685, "step": 13 }, { "epoch": 0.0009082210220730145, "grad_norm": 7.1356730461120605, "learning_rate": 0.00016691306063588583, "loss": 2.5941, "step": 14 }, { "epoch": 0.000973093952221087, "grad_norm": 11.207259178161621, "learning_rate": 0.00015000000000000001, "loss": 4.9803, "step": 15 }, { "epoch": 0.000973093952221087, "eval_loss": 0.9349899291992188, "eval_runtime": 594.6572, "eval_samples_per_second": 10.916, "eval_steps_per_second": 5.459, "step": 15 }, { "epoch": 0.0010379668823691595, "grad_norm": 8.692298889160156, "learning_rate": 0.00013090169943749476, "loss": 5.5715, "step": 16 }, { "epoch": 0.0011028398125172319, "grad_norm": 7.856359481811523, "learning_rate": 0.00011045284632676536, "loss": 3.9533, "step": 17 }, { "epoch": 0.0011677127426653043, "grad_norm": 11.625333786010742, "learning_rate": 8.954715367323468e-05, "loss": 4.167, "step": 18 }, { "epoch": 0.0012325856728133769, "grad_norm": 11.39608097076416, "learning_rate": 6.909830056250527e-05, "loss": 2.4974, "step": 19 }, { "epoch": 0.0012974586029614492, "grad_norm": 8.31639289855957, "learning_rate": 5.000000000000002e-05, "loss": 3.2432, "step": 20 }, { "epoch": 0.0012974586029614492, "eval_loss": 0.8296452760696411, "eval_runtime": 610.928, "eval_samples_per_second": 10.625, "eval_steps_per_second": 5.313, "step": 20 }, { "epoch": 0.0013623315331095216, "grad_norm": 7.80236291885376, "learning_rate": 3.308693936411421e-05, "loss": 4.3949, "step": 21 }, { "epoch": 0.0014272044632575942, "grad_norm": 7.568052768707275, "learning_rate": 1.9098300562505266e-05, "loss": 3.0615, "step": 22 }, { "epoch": 0.0014920773934056666, "grad_norm": 13.245499610900879, "learning_rate": 8.645454235739903e-06, "loss": 2.7618, "step": 23 }, { "epoch": 0.001556950323553739, "grad_norm": 9.530472755432129, "learning_rate": 2.1852399266194314e-06, "loss": 2.1139, "step": 24 }, { "epoch": 0.0016218232537018116, "grad_norm": 7.105537414550781, "learning_rate": 0.0, "loss": 2.4744, "step": 25 }, { "epoch": 0.0016218232537018116, "eval_loss": 0.8028371334075928, "eval_runtime": 578.5339, "eval_samples_per_second": 11.22, "eval_steps_per_second": 5.611, "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": 956050056413184.0, "train_batch_size": 2, "trial_name": null, "trial_params": null }