{ "best_metric": 0.7679101824760437, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 1.4652014652014653, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.029304029304029304, "grad_norm": 42.315101623535156, "learning_rate": 5e-05, "loss": 10.8108, "step": 1 }, { "epoch": 0.029304029304029304, "eval_loss": 11.66943359375, "eval_runtime": 12.0921, "eval_samples_per_second": 19.021, "eval_steps_per_second": 2.398, "step": 1 }, { "epoch": 0.05860805860805861, "grad_norm": 43.577064514160156, "learning_rate": 0.0001, "loss": 11.4368, "step": 2 }, { "epoch": 0.08791208791208792, "grad_norm": 31.090862274169922, "learning_rate": 9.989294616193017e-05, "loss": 8.1051, "step": 3 }, { "epoch": 0.11721611721611722, "grad_norm": 17.739784240722656, "learning_rate": 9.957224306869053e-05, "loss": 3.8912, "step": 4 }, { "epoch": 0.14652014652014653, "grad_norm": 10.802330017089844, "learning_rate": 9.903926402016153e-05, "loss": 2.2566, "step": 5 }, { "epoch": 0.17582417582417584, "grad_norm": 4.046825408935547, "learning_rate": 9.829629131445342e-05, "loss": 1.178, "step": 6 }, { "epoch": 0.20512820512820512, "grad_norm": 4.262223720550537, "learning_rate": 9.73465064747553e-05, "loss": 1.0102, "step": 7 }, { "epoch": 0.23443223443223443, "grad_norm": 2.372178792953491, "learning_rate": 9.619397662556435e-05, "loss": 0.9741, "step": 8 }, { "epoch": 0.26373626373626374, "grad_norm": 1.6314536333084106, "learning_rate": 9.484363707663442e-05, "loss": 0.8676, "step": 9 }, { "epoch": 0.29304029304029305, "grad_norm": 1.1375904083251953, "learning_rate": 9.330127018922194e-05, "loss": 0.7656, "step": 10 }, { "epoch": 0.32234432234432236, "grad_norm": 0.7322179675102234, "learning_rate": 9.157348061512727e-05, "loss": 0.738, "step": 11 }, { "epoch": 0.3516483516483517, "grad_norm": 1.6381927728652954, "learning_rate": 8.966766701456177e-05, "loss": 0.8121, "step": 12 }, { "epoch": 0.38095238095238093, "grad_norm": 1.6779375076293945, "learning_rate": 8.759199037394887e-05, "loss": 0.7658, "step": 13 }, { "epoch": 0.41025641025641024, "grad_norm": 0.8208694458007812, "learning_rate": 8.535533905932738e-05, "loss": 0.8118, "step": 14 }, { "epoch": 0.43956043956043955, "grad_norm": 0.7266029119491577, "learning_rate": 8.296729075500344e-05, "loss": 0.8152, "step": 15 }, { "epoch": 0.46886446886446886, "grad_norm": 0.49156033992767334, "learning_rate": 8.043807145043604e-05, "loss": 0.8198, "step": 16 }, { "epoch": 0.4981684981684982, "grad_norm": 0.6357100009918213, "learning_rate": 7.777851165098012e-05, "loss": 0.8063, "step": 17 }, { "epoch": 0.5274725274725275, "grad_norm": 0.6192078590393066, "learning_rate": 7.500000000000001e-05, "loss": 0.7221, "step": 18 }, { "epoch": 0.5567765567765568, "grad_norm": 0.23790700733661652, "learning_rate": 7.211443451095007e-05, "loss": 0.7403, "step": 19 }, { "epoch": 0.5860805860805861, "grad_norm": 0.3375350534915924, "learning_rate": 6.91341716182545e-05, "loss": 0.7381, "step": 20 }, { "epoch": 0.6153846153846154, "grad_norm": 0.7117923498153687, "learning_rate": 6.607197326515808e-05, "loss": 0.7848, "step": 21 }, { "epoch": 0.6446886446886447, "grad_norm": 1.3936290740966797, "learning_rate": 6.294095225512603e-05, "loss": 0.8916, "step": 22 }, { "epoch": 0.673992673992674, "grad_norm": 0.8301817178726196, "learning_rate": 5.9754516100806423e-05, "loss": 0.83, "step": 23 }, { "epoch": 0.7032967032967034, "grad_norm": 0.2933414578437805, "learning_rate": 5.6526309611002594e-05, "loss": 0.8132, "step": 24 }, { "epoch": 0.7326007326007326, "grad_norm": 0.3536495268344879, "learning_rate": 5.327015646150716e-05, "loss": 0.8106, "step": 25 }, { "epoch": 0.7326007326007326, "eval_loss": 0.7922340035438538, "eval_runtime": 12.0794, "eval_samples_per_second": 19.041, "eval_steps_per_second": 2.401, "step": 25 }, { "epoch": 0.7619047619047619, "grad_norm": 0.63962721824646, "learning_rate": 5e-05, "loss": 0.8015, "step": 26 }, { "epoch": 0.7912087912087912, "grad_norm": 1.0908812284469604, "learning_rate": 4.6729843538492847e-05, "loss": 0.7551, "step": 27 }, { "epoch": 0.8205128205128205, "grad_norm": 0.8861240744590759, "learning_rate": 4.347369038899744e-05, "loss": 0.7574, "step": 28 }, { "epoch": 0.8498168498168498, "grad_norm": 0.5566492080688477, "learning_rate": 4.0245483899193595e-05, "loss": 0.7698, "step": 29 }, { "epoch": 0.8791208791208791, "grad_norm": 0.20251761376857758, "learning_rate": 3.705904774487396e-05, "loss": 0.7804, "step": 30 }, { "epoch": 0.9084249084249084, "grad_norm": 0.4848445653915405, "learning_rate": 3.392802673484193e-05, "loss": 0.8247, "step": 31 }, { "epoch": 0.9377289377289377, "grad_norm": 0.4721270799636841, "learning_rate": 3.086582838174551e-05, "loss": 0.8113, "step": 32 }, { "epoch": 0.967032967032967, "grad_norm": 1.1203545331954956, "learning_rate": 2.7885565489049946e-05, "loss": 0.8849, "step": 33 }, { "epoch": 0.9963369963369964, "grad_norm": 0.7001569867134094, "learning_rate": 2.500000000000001e-05, "loss": 0.839, "step": 34 }, { "epoch": 1.0256410256410255, "grad_norm": 1.0713928937911987, "learning_rate": 2.2221488349019903e-05, "loss": 1.45, "step": 35 }, { "epoch": 1.054945054945055, "grad_norm": 0.5490231513977051, "learning_rate": 1.9561928549563968e-05, "loss": 0.7151, "step": 36 }, { "epoch": 1.0842490842490842, "grad_norm": 0.5858750343322754, "learning_rate": 1.703270924499656e-05, "loss": 0.7387, "step": 37 }, { "epoch": 1.1135531135531136, "grad_norm": 0.4807808995246887, "learning_rate": 1.4644660940672627e-05, "loss": 0.7169, "step": 38 }, { "epoch": 1.1428571428571428, "grad_norm": 0.865768551826477, "learning_rate": 1.2408009626051137e-05, "loss": 0.8138, "step": 39 }, { "epoch": 1.1721611721611722, "grad_norm": 0.5984993577003479, "learning_rate": 1.0332332985438248e-05, "loss": 0.8128, "step": 40 }, { "epoch": 1.2014652014652014, "grad_norm": 0.4118782877922058, "learning_rate": 8.426519384872733e-06, "loss": 0.7551, "step": 41 }, { "epoch": 1.2307692307692308, "grad_norm": 0.555441677570343, "learning_rate": 6.698729810778065e-06, "loss": 0.8145, "step": 42 }, { "epoch": 1.26007326007326, "grad_norm": 0.5375956296920776, "learning_rate": 5.156362923365588e-06, "loss": 0.7918, "step": 43 }, { "epoch": 1.2893772893772895, "grad_norm": 0.5693370699882507, "learning_rate": 3.8060233744356633e-06, "loss": 0.7256, "step": 44 }, { "epoch": 1.3186813186813187, "grad_norm": 0.5636836290359497, "learning_rate": 2.653493525244721e-06, "loss": 0.7449, "step": 45 }, { "epoch": 1.347985347985348, "grad_norm": 0.5880256295204163, "learning_rate": 1.70370868554659e-06, "loss": 0.742, "step": 46 }, { "epoch": 1.3772893772893773, "grad_norm": 0.5251706838607788, "learning_rate": 9.607359798384785e-07, "loss": 0.763, "step": 47 }, { "epoch": 1.4065934065934065, "grad_norm": 0.49943527579307556, "learning_rate": 4.277569313094809e-07, "loss": 0.7867, "step": 48 }, { "epoch": 1.435897435897436, "grad_norm": 0.4566574692726135, "learning_rate": 1.0705383806982606e-07, "loss": 0.8033, "step": 49 }, { "epoch": 1.4652014652014653, "grad_norm": 0.6736223101615906, "learning_rate": 0.0, "loss": 0.798, "step": 50 }, { "epoch": 1.4652014652014653, "eval_loss": 0.7679101824760437, "eval_runtime": 12.0726, "eval_samples_per_second": 19.051, "eval_steps_per_second": 2.402, "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": 6.631381723512832e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }