{ "best_metric": 1.372193455696106, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 1.9347826086956523, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03864734299516908, "grad_norm": 44.83037567138672, "learning_rate": 5e-05, "loss": 8.6573, "step": 1 }, { "epoch": 0.03864734299516908, "eval_loss": 9.180410385131836, "eval_runtime": 1.2448, "eval_samples_per_second": 40.166, "eval_steps_per_second": 10.443, "step": 1 }, { "epoch": 0.07729468599033816, "grad_norm": 45.76945495605469, "learning_rate": 0.0001, "loss": 8.7617, "step": 2 }, { "epoch": 0.11594202898550725, "grad_norm": 23.18575668334961, "learning_rate": 9.990365154573717e-05, "loss": 6.3742, "step": 3 }, { "epoch": 0.15458937198067632, "grad_norm": 13.35321044921875, "learning_rate": 9.961501876182148e-05, "loss": 4.4927, "step": 4 }, { "epoch": 0.1932367149758454, "grad_norm": 9.369305610656738, "learning_rate": 9.913533761814537e-05, "loss": 3.3661, "step": 5 }, { "epoch": 0.2318840579710145, "grad_norm": 6.873307228088379, "learning_rate": 9.846666218300807e-05, "loss": 2.9901, "step": 6 }, { "epoch": 0.27053140096618356, "grad_norm": 11.262555122375488, "learning_rate": 9.761185582727977e-05, "loss": 2.961, "step": 7 }, { "epoch": 0.30917874396135264, "grad_norm": 4.840822219848633, "learning_rate": 9.657457896300791e-05, "loss": 2.4759, "step": 8 }, { "epoch": 0.34782608695652173, "grad_norm": 3.267213821411133, "learning_rate": 9.535927336897098e-05, "loss": 2.4742, "step": 9 }, { "epoch": 0.3864734299516908, "grad_norm": 3.991497755050659, "learning_rate": 9.397114317029975e-05, "loss": 2.0675, "step": 10 }, { "epoch": 0.4251207729468599, "grad_norm": 3.9884159564971924, "learning_rate": 9.241613255361455e-05, "loss": 1.8785, "step": 11 }, { "epoch": 0.463768115942029, "grad_norm": 9.527798652648926, "learning_rate": 9.070090031310558e-05, "loss": 1.9114, "step": 12 }, { "epoch": 0.5024154589371981, "grad_norm": 6.80998420715332, "learning_rate": 8.883279133655399e-05, "loss": 2.4089, "step": 13 }, { "epoch": 0.5410628019323671, "grad_norm": 3.134706974029541, "learning_rate": 8.681980515339464e-05, "loss": 2.0732, "step": 14 }, { "epoch": 0.5797101449275363, "grad_norm": 2.9002878665924072, "learning_rate": 8.467056167950311e-05, "loss": 2.2018, "step": 15 }, { "epoch": 0.6183574879227053, "grad_norm": 3.49242901802063, "learning_rate": 8.239426430539243e-05, "loss": 1.915, "step": 16 }, { "epoch": 0.6570048309178744, "grad_norm": 2.8339154720306396, "learning_rate": 8.000066048588211e-05, "loss": 1.8098, "step": 17 }, { "epoch": 0.6956521739130435, "grad_norm": 2.4505181312561035, "learning_rate": 7.75e-05, "loss": 1.7044, "step": 18 }, { "epoch": 0.7342995169082126, "grad_norm": 3.9613678455352783, "learning_rate": 7.490299105985507e-05, "loss": 1.9439, "step": 19 }, { "epoch": 0.7729468599033816, "grad_norm": 4.712571620941162, "learning_rate": 7.222075445642904e-05, "loss": 2.1957, "step": 20 }, { "epoch": 0.8115942028985508, "grad_norm": 3.8725621700286865, "learning_rate": 6.946477593864228e-05, "loss": 2.1478, "step": 21 }, { "epoch": 0.8502415458937198, "grad_norm": 3.0220134258270264, "learning_rate": 6.664685702961344e-05, "loss": 1.8578, "step": 22 }, { "epoch": 0.8888888888888888, "grad_norm": 2.3540871143341064, "learning_rate": 6.377906449072578e-05, "loss": 1.5192, "step": 23 }, { "epoch": 0.927536231884058, "grad_norm": 2.1330745220184326, "learning_rate": 6.087367864990233e-05, "loss": 1.484, "step": 24 }, { "epoch": 0.966183574879227, "grad_norm": 2.330143690109253, "learning_rate": 5.794314081535644e-05, "loss": 1.6236, "step": 25 }, { "epoch": 0.966183574879227, "eval_loss": 1.6289045810699463, "eval_runtime": 1.2687, "eval_samples_per_second": 39.41, "eval_steps_per_second": 10.247, "step": 25 }, { "epoch": 1.0072463768115942, "grad_norm": 2.7831952571868896, "learning_rate": 5.500000000000001e-05, "loss": 2.0748, "step": 26 }, { "epoch": 1.0458937198067633, "grad_norm": 2.014694929122925, "learning_rate": 5.205685918464356e-05, "loss": 1.9726, "step": 27 }, { "epoch": 1.0845410628019323, "grad_norm": 1.541536569595337, "learning_rate": 4.912632135009769e-05, "loss": 1.9017, "step": 28 }, { "epoch": 1.1231884057971016, "grad_norm": 3.653707504272461, "learning_rate": 4.6220935509274235e-05, "loss": 1.7134, "step": 29 }, { "epoch": 1.1618357487922706, "grad_norm": 4.211123943328857, "learning_rate": 4.3353142970386564e-05, "loss": 1.4641, "step": 30 }, { "epoch": 1.2004830917874396, "grad_norm": 3.187204360961914, "learning_rate": 4.053522406135775e-05, "loss": 1.4011, "step": 31 }, { "epoch": 1.2391304347826086, "grad_norm": 2.7480978965759277, "learning_rate": 3.777924554357096e-05, "loss": 1.4607, "step": 32 }, { "epoch": 1.2777777777777777, "grad_norm": 2.39614200592041, "learning_rate": 3.509700894014496e-05, "loss": 2.0324, "step": 33 }, { "epoch": 1.316425120772947, "grad_norm": 3.0056447982788086, "learning_rate": 3.250000000000001e-05, "loss": 1.8739, "step": 34 }, { "epoch": 1.355072463768116, "grad_norm": 3.2308599948883057, "learning_rate": 2.9999339514117912e-05, "loss": 1.811, "step": 35 }, { "epoch": 1.393719806763285, "grad_norm": 2.4190244674682617, "learning_rate": 2.760573569460757e-05, "loss": 1.4012, "step": 36 }, { "epoch": 1.432367149758454, "grad_norm": 2.9130115509033203, "learning_rate": 2.53294383204969e-05, "loss": 1.3067, "step": 37 }, { "epoch": 1.471014492753623, "grad_norm": 2.56050443649292, "learning_rate": 2.3180194846605367e-05, "loss": 1.4833, "step": 38 }, { "epoch": 1.5096618357487923, "grad_norm": 2.319148540496826, "learning_rate": 2.1167208663446025e-05, "loss": 1.7662, "step": 39 }, { "epoch": 1.5483091787439613, "grad_norm": 2.010082721710205, "learning_rate": 1.9299099686894423e-05, "loss": 1.786, "step": 40 }, { "epoch": 1.5869565217391304, "grad_norm": 2.326204299926758, "learning_rate": 1.758386744638546e-05, "loss": 1.7224, "step": 41 }, { "epoch": 1.6256038647342996, "grad_norm": 2.6092209815979004, "learning_rate": 1.602885682970026e-05, "loss": 1.4101, "step": 42 }, { "epoch": 1.6642512077294684, "grad_norm": 3.253211498260498, "learning_rate": 1.464072663102903e-05, "loss": 1.175, "step": 43 }, { "epoch": 1.7028985507246377, "grad_norm": 2.6981844902038574, "learning_rate": 1.3425421036992098e-05, "loss": 1.1852, "step": 44 }, { "epoch": 1.7415458937198067, "grad_norm": 2.8664114475250244, "learning_rate": 1.2388144172720251e-05, "loss": 1.5638, "step": 45 }, { "epoch": 1.7801932367149758, "grad_norm": 2.2756621837615967, "learning_rate": 1.1533337816991932e-05, "loss": 1.8545, "step": 46 }, { "epoch": 1.818840579710145, "grad_norm": 2.5986602306365967, "learning_rate": 1.0864662381854632e-05, "loss": 1.6885, "step": 47 }, { "epoch": 1.857487922705314, "grad_norm": 2.4868955612182617, "learning_rate": 1.0384981238178534e-05, "loss": 1.3364, "step": 48 }, { "epoch": 1.896135265700483, "grad_norm": 2.897385835647583, "learning_rate": 1.0096348454262845e-05, "loss": 1.144, "step": 49 }, { "epoch": 1.9347826086956523, "grad_norm": 2.7919833660125732, "learning_rate": 1e-05, "loss": 1.1587, "step": 50 }, { "epoch": 1.9347826086956523, "eval_loss": 1.372193455696106, "eval_runtime": 1.263, "eval_samples_per_second": 39.59, "eval_steps_per_second": 10.293, "step": 50 } ], "logging_steps": 1, "max_steps": 50, "num_input_tokens_seen": 0, "num_train_epochs": 2, "save_steps": 25, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 1, "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": 1.62480894509056e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }