{ "best_metric": 4.124782085418701, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.6125574272588055, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01225114854517611, "grad_norm": 10.575071334838867, "learning_rate": 5e-05, "loss": 12.2523, "step": 1 }, { "epoch": 0.01225114854517611, "eval_loss": 16.951570510864258, "eval_runtime": 3.8799, "eval_samples_per_second": 12.887, "eval_steps_per_second": 3.351, "step": 1 }, { "epoch": 0.02450229709035222, "grad_norm": 12.328155517578125, "learning_rate": 0.0001, "loss": 13.7723, "step": 2 }, { "epoch": 0.036753445635528334, "grad_norm": 12.458799362182617, "learning_rate": 9.990365154573717e-05, "loss": 14.5012, "step": 3 }, { "epoch": 0.04900459418070444, "grad_norm": 13.457901954650879, "learning_rate": 9.961501876182148e-05, "loss": 11.1365, "step": 4 }, { "epoch": 0.06125574272588055, "grad_norm": 13.712512016296387, "learning_rate": 9.913533761814537e-05, "loss": 10.2128, "step": 5 }, { "epoch": 0.07350689127105667, "grad_norm": 13.127202987670898, "learning_rate": 9.846666218300807e-05, "loss": 9.2836, "step": 6 }, { "epoch": 0.08575803981623277, "grad_norm": 12.485448837280273, "learning_rate": 9.761185582727977e-05, "loss": 8.0624, "step": 7 }, { "epoch": 0.09800918836140889, "grad_norm": 8.79636287689209, "learning_rate": 9.657457896300791e-05, "loss": 6.7086, "step": 8 }, { "epoch": 0.11026033690658499, "grad_norm": 10.279217720031738, "learning_rate": 9.535927336897098e-05, "loss": 5.9996, "step": 9 }, { "epoch": 0.1225114854517611, "grad_norm": 10.29515552520752, "learning_rate": 9.397114317029975e-05, "loss": 5.5281, "step": 10 }, { "epoch": 0.13476263399693722, "grad_norm": 6.9765625, "learning_rate": 9.241613255361455e-05, "loss": 5.2014, "step": 11 }, { "epoch": 0.14701378254211334, "grad_norm": 6.097973823547363, "learning_rate": 9.070090031310558e-05, "loss": 4.9461, "step": 12 }, { "epoch": 0.15926493108728942, "grad_norm": 4.98734712600708, "learning_rate": 8.883279133655399e-05, "loss": 4.4112, "step": 13 }, { "epoch": 0.17151607963246554, "grad_norm": 4.975678443908691, "learning_rate": 8.681980515339464e-05, "loss": 3.8226, "step": 14 }, { "epoch": 0.18376722817764166, "grad_norm": 4.569962978363037, "learning_rate": 8.467056167950311e-05, "loss": 3.7938, "step": 15 }, { "epoch": 0.19601837672281777, "grad_norm": 4.054300308227539, "learning_rate": 8.239426430539243e-05, "loss": 4.1932, "step": 16 }, { "epoch": 0.2082695252679939, "grad_norm": 4.394216060638428, "learning_rate": 8.000066048588211e-05, "loss": 4.2387, "step": 17 }, { "epoch": 0.22052067381316998, "grad_norm": 4.765974521636963, "learning_rate": 7.75e-05, "loss": 4.1675, "step": 18 }, { "epoch": 0.2327718223583461, "grad_norm": 4.124263763427734, "learning_rate": 7.490299105985507e-05, "loss": 4.34, "step": 19 }, { "epoch": 0.2450229709035222, "grad_norm": 4.744834899902344, "learning_rate": 7.222075445642904e-05, "loss": 4.4745, "step": 20 }, { "epoch": 0.2572741194486983, "grad_norm": 3.426642417907715, "learning_rate": 6.946477593864228e-05, "loss": 4.1778, "step": 21 }, { "epoch": 0.26952526799387444, "grad_norm": 3.3985297679901123, "learning_rate": 6.664685702961344e-05, "loss": 3.9037, "step": 22 }, { "epoch": 0.28177641653905056, "grad_norm": 3.363964080810547, "learning_rate": 6.377906449072578e-05, "loss": 3.8301, "step": 23 }, { "epoch": 0.29402756508422667, "grad_norm": 3.379330635070801, "learning_rate": 6.087367864990233e-05, "loss": 4.1785, "step": 24 }, { "epoch": 0.30627871362940273, "grad_norm": 4.273047924041748, "learning_rate": 5.794314081535644e-05, "loss": 4.3698, "step": 25 }, { "epoch": 0.30627871362940273, "eval_loss": 4.303714752197266, "eval_runtime": 3.4948, "eval_samples_per_second": 14.307, "eval_steps_per_second": 3.72, "step": 25 }, { "epoch": 0.31852986217457885, "grad_norm": 7.1779561042785645, "learning_rate": 5.500000000000001e-05, "loss": 3.17, "step": 26 }, { "epoch": 0.33078101071975496, "grad_norm": 3.5469911098480225, "learning_rate": 5.205685918464356e-05, "loss": 3.5137, "step": 27 }, { "epoch": 0.3430321592649311, "grad_norm": 2.8225502967834473, "learning_rate": 4.912632135009769e-05, "loss": 3.2536, "step": 28 }, { "epoch": 0.3552833078101072, "grad_norm": 3.2358927726745605, "learning_rate": 4.6220935509274235e-05, "loss": 3.4745, "step": 29 }, { "epoch": 0.3675344563552833, "grad_norm": 4.149901390075684, "learning_rate": 4.3353142970386564e-05, "loss": 3.6246, "step": 30 }, { "epoch": 0.37978560490045943, "grad_norm": 3.0618069171905518, "learning_rate": 4.053522406135775e-05, "loss": 3.6646, "step": 31 }, { "epoch": 0.39203675344563554, "grad_norm": 4.720259189605713, "learning_rate": 3.777924554357096e-05, "loss": 3.8053, "step": 32 }, { "epoch": 0.40428790199081166, "grad_norm": 2.7804815769195557, "learning_rate": 3.509700894014496e-05, "loss": 3.3949, "step": 33 }, { "epoch": 0.4165390505359878, "grad_norm": 3.4043445587158203, "learning_rate": 3.250000000000001e-05, "loss": 3.8051, "step": 34 }, { "epoch": 0.42879019908116384, "grad_norm": 3.489053964614868, "learning_rate": 2.9999339514117912e-05, "loss": 3.7363, "step": 35 }, { "epoch": 0.44104134762633995, "grad_norm": 3.47819185256958, "learning_rate": 2.760573569460757e-05, "loss": 3.6668, "step": 36 }, { "epoch": 0.45329249617151607, "grad_norm": 3.2192630767822266, "learning_rate": 2.53294383204969e-05, "loss": 4.1236, "step": 37 }, { "epoch": 0.4655436447166922, "grad_norm": 3.5141780376434326, "learning_rate": 2.3180194846605367e-05, "loss": 3.3018, "step": 38 }, { "epoch": 0.4777947932618683, "grad_norm": 3.293383836746216, "learning_rate": 2.1167208663446025e-05, "loss": 3.3655, "step": 39 }, { "epoch": 0.4900459418070444, "grad_norm": 3.6325714588165283, "learning_rate": 1.9299099686894423e-05, "loss": 3.5624, "step": 40 }, { "epoch": 0.5022970903522205, "grad_norm": 3.457775354385376, "learning_rate": 1.758386744638546e-05, "loss": 3.7964, "step": 41 }, { "epoch": 0.5145482388973966, "grad_norm": 2.97334623336792, "learning_rate": 1.602885682970026e-05, "loss": 3.7029, "step": 42 }, { "epoch": 0.5267993874425727, "grad_norm": 3.7691123485565186, "learning_rate": 1.464072663102903e-05, "loss": 3.9081, "step": 43 }, { "epoch": 0.5390505359877489, "grad_norm": 3.316641092300415, "learning_rate": 1.3425421036992098e-05, "loss": 4.0407, "step": 44 }, { "epoch": 0.5513016845329249, "grad_norm": 3.486757755279541, "learning_rate": 1.2388144172720251e-05, "loss": 3.9519, "step": 45 }, { "epoch": 0.5635528330781011, "grad_norm": 3.3748724460601807, "learning_rate": 1.1533337816991932e-05, "loss": 3.8977, "step": 46 }, { "epoch": 0.5758039816232772, "grad_norm": 3.2216415405273438, "learning_rate": 1.0864662381854632e-05, "loss": 4.1025, "step": 47 }, { "epoch": 0.5880551301684533, "grad_norm": 4.37778902053833, "learning_rate": 1.0384981238178534e-05, "loss": 3.7138, "step": 48 }, { "epoch": 0.6003062787136294, "grad_norm": 4.192712306976318, "learning_rate": 1.0096348454262845e-05, "loss": 4.0474, "step": 49 }, { "epoch": 0.6125574272588055, "grad_norm": 4.064006805419922, "learning_rate": 1e-05, "loss": 4.2144, "step": 50 }, { "epoch": 0.6125574272588055, "eval_loss": 4.124782085418701, "eval_runtime": 3.5052, "eval_samples_per_second": 14.265, "eval_steps_per_second": 3.709, "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": 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": 5.968083617316864e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }