{ "best_metric": 1.7676708698272705, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.08406893652795293, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0016813787305590584, "grad_norm": 10.054778099060059, "learning_rate": 2e-05, "loss": 2.9782, "step": 1 }, { "epoch": 0.0016813787305590584, "eval_loss": 3.21144437789917, "eval_runtime": 52.9752, "eval_samples_per_second": 18.915, "eval_steps_per_second": 2.378, "step": 1 }, { "epoch": 0.003362757461118117, "grad_norm": 13.776625633239746, "learning_rate": 4e-05, "loss": 3.1329, "step": 2 }, { "epoch": 0.005044136191677175, "grad_norm": 12.783587455749512, "learning_rate": 6e-05, "loss": 3.1088, "step": 3 }, { "epoch": 0.006725514922236234, "grad_norm": 9.097297668457031, "learning_rate": 8e-05, "loss": 2.81, "step": 4 }, { "epoch": 0.008406893652795292, "grad_norm": 7.342265605926514, "learning_rate": 0.0001, "loss": 2.5509, "step": 5 }, { "epoch": 0.01008827238335435, "grad_norm": 7.159232139587402, "learning_rate": 9.987820251299122e-05, "loss": 2.1993, "step": 6 }, { "epoch": 0.011769651113913409, "grad_norm": 7.131771564483643, "learning_rate": 9.951340343707852e-05, "loss": 2.3747, "step": 7 }, { "epoch": 0.013451029844472467, "grad_norm": 11.853580474853516, "learning_rate": 9.890738003669029e-05, "loss": 2.1635, "step": 8 }, { "epoch": 0.015132408575031526, "grad_norm": 7.340141296386719, "learning_rate": 9.806308479691595e-05, "loss": 1.9948, "step": 9 }, { "epoch": 0.016813787305590584, "grad_norm": 8.454479217529297, "learning_rate": 9.698463103929542e-05, "loss": 1.8337, "step": 10 }, { "epoch": 0.018495166036149643, "grad_norm": 8.030948638916016, "learning_rate": 9.567727288213005e-05, "loss": 1.8127, "step": 11 }, { "epoch": 0.0201765447667087, "grad_norm": 7.429592132568359, "learning_rate": 9.414737964294636e-05, "loss": 1.8362, "step": 12 }, { "epoch": 0.02185792349726776, "grad_norm": 6.218978404998779, "learning_rate": 9.24024048078213e-05, "loss": 1.7931, "step": 13 }, { "epoch": 0.023539302227826818, "grad_norm": 8.336149215698242, "learning_rate": 9.045084971874738e-05, "loss": 1.8328, "step": 14 }, { "epoch": 0.025220680958385876, "grad_norm": 6.197271347045898, "learning_rate": 8.83022221559489e-05, "loss": 1.4326, "step": 15 }, { "epoch": 0.026902059688944935, "grad_norm": 6.3821001052856445, "learning_rate": 8.596699001693255e-05, "loss": 1.4451, "step": 16 }, { "epoch": 0.028583438419503993, "grad_norm": 12.488316535949707, "learning_rate": 8.345653031794292e-05, "loss": 1.9846, "step": 17 }, { "epoch": 0.03026481715006305, "grad_norm": 7.517825126647949, "learning_rate": 8.07830737662829e-05, "loss": 1.7928, "step": 18 }, { "epoch": 0.031946195880622114, "grad_norm": 6.392394065856934, "learning_rate": 7.795964517353735e-05, "loss": 1.8657, "step": 19 }, { "epoch": 0.03362757461118117, "grad_norm": 5.048085689544678, "learning_rate": 7.500000000000001e-05, "loss": 1.428, "step": 20 }, { "epoch": 0.03530895334174023, "grad_norm": 4.448185443878174, "learning_rate": 7.191855733945387e-05, "loss": 1.5155, "step": 21 }, { "epoch": 0.036990332072299285, "grad_norm": 4.827763080596924, "learning_rate": 6.873032967079561e-05, "loss": 1.6028, "step": 22 }, { "epoch": 0.03867171080285835, "grad_norm": 4.699036598205566, "learning_rate": 6.545084971874738e-05, "loss": 1.6442, "step": 23 }, { "epoch": 0.0403530895334174, "grad_norm": 5.613349437713623, "learning_rate": 6.209609477998338e-05, "loss": 1.8238, "step": 24 }, { "epoch": 0.042034468263976464, "grad_norm": 4.938704967498779, "learning_rate": 5.868240888334653e-05, "loss": 1.5808, "step": 25 }, { "epoch": 0.042034468263976464, "eval_loss": 1.8196433782577515, "eval_runtime": 54.0099, "eval_samples_per_second": 18.552, "eval_steps_per_second": 2.333, "step": 25 }, { "epoch": 0.04371584699453552, "grad_norm": 6.062236785888672, "learning_rate": 5.522642316338268e-05, "loss": 2.0283, "step": 26 }, { "epoch": 0.04539722572509458, "grad_norm": 6.02763032913208, "learning_rate": 5.174497483512506e-05, "loss": 1.6242, "step": 27 }, { "epoch": 0.047078604455653636, "grad_norm": 5.099087715148926, "learning_rate": 4.825502516487497e-05, "loss": 1.9891, "step": 28 }, { "epoch": 0.0487599831862127, "grad_norm": 3.9141554832458496, "learning_rate": 4.477357683661734e-05, "loss": 1.4942, "step": 29 }, { "epoch": 0.05044136191677175, "grad_norm": 4.452803134918213, "learning_rate": 4.131759111665349e-05, "loss": 1.77, "step": 30 }, { "epoch": 0.052122740647330815, "grad_norm": 4.6358208656311035, "learning_rate": 3.790390522001662e-05, "loss": 1.8057, "step": 31 }, { "epoch": 0.05380411937788987, "grad_norm": 4.302601337432861, "learning_rate": 3.4549150281252636e-05, "loss": 1.5492, "step": 32 }, { "epoch": 0.05548549810844893, "grad_norm": 4.309142589569092, "learning_rate": 3.12696703292044e-05, "loss": 1.7605, "step": 33 }, { "epoch": 0.057166876839007986, "grad_norm": 4.233656883239746, "learning_rate": 2.8081442660546125e-05, "loss": 1.6975, "step": 34 }, { "epoch": 0.05884825556956705, "grad_norm": 4.235372066497803, "learning_rate": 2.500000000000001e-05, "loss": 1.5109, "step": 35 }, { "epoch": 0.0605296343001261, "grad_norm": 4.250732898712158, "learning_rate": 2.2040354826462668e-05, "loss": 1.7848, "step": 36 }, { "epoch": 0.062211013030685165, "grad_norm": 5.468962669372559, "learning_rate": 1.9216926233717085e-05, "loss": 1.6992, "step": 37 }, { "epoch": 0.06389239176124423, "grad_norm": 4.116631984710693, "learning_rate": 1.6543469682057106e-05, "loss": 1.5769, "step": 38 }, { "epoch": 0.06557377049180328, "grad_norm": 4.132891654968262, "learning_rate": 1.4033009983067452e-05, "loss": 1.8188, "step": 39 }, { "epoch": 0.06725514922236234, "grad_norm": 3.966883897781372, "learning_rate": 1.1697777844051105e-05, "loss": 1.5021, "step": 40 }, { "epoch": 0.06893652795292139, "grad_norm": 4.727869987487793, "learning_rate": 9.549150281252633e-06, "loss": 1.6922, "step": 41 }, { "epoch": 0.07061790668348046, "grad_norm": 4.019650936126709, "learning_rate": 7.597595192178702e-06, "loss": 1.4798, "step": 42 }, { "epoch": 0.07229928541403952, "grad_norm": 4.564419269561768, "learning_rate": 5.852620357053651e-06, "loss": 1.7183, "step": 43 }, { "epoch": 0.07398066414459857, "grad_norm": 4.387012481689453, "learning_rate": 4.322727117869951e-06, "loss": 1.668, "step": 44 }, { "epoch": 0.07566204287515763, "grad_norm": 4.501689910888672, "learning_rate": 3.0153689607045845e-06, "loss": 1.545, "step": 45 }, { "epoch": 0.0773434216057167, "grad_norm": 3.4443087577819824, "learning_rate": 1.9369152030840556e-06, "loss": 1.2448, "step": 46 }, { "epoch": 0.07902480033627575, "grad_norm": 4.031137943267822, "learning_rate": 1.0926199633097157e-06, "loss": 1.5064, "step": 47 }, { "epoch": 0.0807061790668348, "grad_norm": 4.185113430023193, "learning_rate": 4.865965629214819e-07, "loss": 1.258, "step": 48 }, { "epoch": 0.08238755779739386, "grad_norm": 4.041057109832764, "learning_rate": 1.2179748700879012e-07, "loss": 1.2684, "step": 49 }, { "epoch": 0.08406893652795293, "grad_norm": 4.890054702758789, "learning_rate": 0.0, "loss": 1.348, "step": 50 }, { "epoch": 0.08406893652795293, "eval_loss": 1.7676708698272705, "eval_runtime": 53.9757, "eval_samples_per_second": 18.564, "eval_steps_per_second": 2.334, "step": 50 } ], "logging_steps": 1, "max_steps": 50, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 25, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "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": 4.86582113009664e+16, "train_batch_size": 8, "trial_name": null, "trial_params": null }