{ "best_metric": 0.40978458523750305, "best_model_checkpoint": "miner_id_24/checkpoint-25", "epoch": 0.045119990976001806, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.000902399819520036, "grad_norm": 8.399690628051758, "learning_rate": 5e-05, "loss": 2.6447, "step": 1 }, { "epoch": 0.000902399819520036, "eval_loss": 6.4507269859313965, "eval_runtime": 2.0204, "eval_samples_per_second": 24.748, "eval_steps_per_second": 6.434, "step": 1 }, { "epoch": 0.001804799639040072, "grad_norm": 8.699381828308105, "learning_rate": 0.0001, "loss": 2.6436, "step": 2 }, { "epoch": 0.0027071994585601083, "grad_norm": 7.802028179168701, "learning_rate": 9.990365154573717e-05, "loss": 2.4002, "step": 3 }, { "epoch": 0.003609599278080144, "grad_norm": 5.152195453643799, "learning_rate": 9.961501876182148e-05, "loss": 1.482, "step": 4 }, { "epoch": 0.004511999097600181, "grad_norm": 3.955629825592041, "learning_rate": 9.913533761814537e-05, "loss": 1.1212, "step": 5 }, { "epoch": 0.0054143989171202165, "grad_norm": 5.4727582931518555, "learning_rate": 9.846666218300807e-05, "loss": 0.9111, "step": 6 }, { "epoch": 0.0063167987366402525, "grad_norm": 3.414292335510254, "learning_rate": 9.761185582727977e-05, "loss": 0.7738, "step": 7 }, { "epoch": 0.007219198556160288, "grad_norm": 2.2245864868164062, "learning_rate": 9.657457896300791e-05, "loss": 0.6139, "step": 8 }, { "epoch": 0.008121598375680324, "grad_norm": 1.9274322986602783, "learning_rate": 9.535927336897098e-05, "loss": 0.7081, "step": 9 }, { "epoch": 0.009023998195200361, "grad_norm": 1.8097221851348877, "learning_rate": 9.397114317029975e-05, "loss": 0.5043, "step": 10 }, { "epoch": 0.009926398014720396, "grad_norm": 1.5614923238754272, "learning_rate": 9.241613255361455e-05, "loss": 0.4841, "step": 11 }, { "epoch": 0.010828797834240433, "grad_norm": 1.6006172895431519, "learning_rate": 9.070090031310558e-05, "loss": 0.5511, "step": 12 }, { "epoch": 0.01173119765376047, "grad_norm": 1.4047011137008667, "learning_rate": 8.883279133655399e-05, "loss": 0.4716, "step": 13 }, { "epoch": 0.012633597473280505, "grad_norm": 1.4601699113845825, "learning_rate": 8.681980515339464e-05, "loss": 0.497, "step": 14 }, { "epoch": 0.013535997292800542, "grad_norm": 1.204664707183838, "learning_rate": 8.467056167950311e-05, "loss": 0.4494, "step": 15 }, { "epoch": 0.014438397112320577, "grad_norm": 1.2878624200820923, "learning_rate": 8.239426430539243e-05, "loss": 0.4607, "step": 16 }, { "epoch": 0.015340796931840614, "grad_norm": 1.3615275621414185, "learning_rate": 8.000066048588211e-05, "loss": 0.4634, "step": 17 }, { "epoch": 0.01624319675136065, "grad_norm": 1.2070670127868652, "learning_rate": 7.75e-05, "loss": 0.4906, "step": 18 }, { "epoch": 0.017145596570880686, "grad_norm": 1.2860541343688965, "learning_rate": 7.490299105985507e-05, "loss": 0.5256, "step": 19 }, { "epoch": 0.018047996390400722, "grad_norm": 1.0763695240020752, "learning_rate": 7.222075445642904e-05, "loss": 0.4594, "step": 20 }, { "epoch": 0.01895039620992076, "grad_norm": 1.152286171913147, "learning_rate": 6.946477593864228e-05, "loss": 0.4526, "step": 21 }, { "epoch": 0.019852796029440792, "grad_norm": 1.175243616104126, "learning_rate": 6.664685702961344e-05, "loss": 0.4598, "step": 22 }, { "epoch": 0.02075519584896083, "grad_norm": 1.3951351642608643, "learning_rate": 6.377906449072578e-05, "loss": 0.5541, "step": 23 }, { "epoch": 0.021657595668480866, "grad_norm": 1.1985777616500854, "learning_rate": 6.087367864990233e-05, "loss": 0.4497, "step": 24 }, { "epoch": 0.022559995488000903, "grad_norm": 1.1992664337158203, "learning_rate": 5.794314081535644e-05, "loss": 0.5265, "step": 25 }, { "epoch": 0.022559995488000903, "eval_loss": 0.40978458523750305, "eval_runtime": 2.0218, "eval_samples_per_second": 24.73, "eval_steps_per_second": 6.43, "step": 25 }, { "epoch": 0.02346239530752094, "grad_norm": 1.0264705419540405, "learning_rate": 5.500000000000001e-05, "loss": 0.4211, "step": 26 }, { "epoch": 0.024364795127040973, "grad_norm": 1.0953011512756348, "learning_rate": 5.205685918464356e-05, "loss": 0.4428, "step": 27 }, { "epoch": 0.02526719494656101, "grad_norm": 1.0392162799835205, "learning_rate": 4.912632135009769e-05, "loss": 0.4432, "step": 28 }, { "epoch": 0.026169594766081047, "grad_norm": 1.050638198852539, "learning_rate": 4.6220935509274235e-05, "loss": 0.4315, "step": 29 }, { "epoch": 0.027071994585601084, "grad_norm": 1.119185447692871, "learning_rate": 4.3353142970386564e-05, "loss": 0.4856, "step": 30 }, { "epoch": 0.02797439440512112, "grad_norm": 1.1340469121932983, "learning_rate": 4.053522406135775e-05, "loss": 0.4083, "step": 31 }, { "epoch": 0.028876794224641154, "grad_norm": 1.2006741762161255, "learning_rate": 3.777924554357096e-05, "loss": 0.4851, "step": 32 }, { "epoch": 0.02977919404416119, "grad_norm": 1.2338976860046387, "learning_rate": 3.509700894014496e-05, "loss": 0.4353, "step": 33 }, { "epoch": 0.030681593863681227, "grad_norm": 1.0770245790481567, "learning_rate": 3.250000000000001e-05, "loss": 0.4629, "step": 34 }, { "epoch": 0.031583993683201264, "grad_norm": 1.1007499694824219, "learning_rate": 2.9999339514117912e-05, "loss": 0.4546, "step": 35 }, { "epoch": 0.0324863935027213, "grad_norm": 1.0557769536972046, "learning_rate": 2.760573569460757e-05, "loss": 0.3652, "step": 36 }, { "epoch": 0.03338879332224134, "grad_norm": 1.2306406497955322, "learning_rate": 2.53294383204969e-05, "loss": 0.421, "step": 37 }, { "epoch": 0.03429119314176137, "grad_norm": 1.1832939386367798, "learning_rate": 2.3180194846605367e-05, "loss": 0.3665, "step": 38 }, { "epoch": 0.035193592961281404, "grad_norm": 1.4779810905456543, "learning_rate": 2.1167208663446025e-05, "loss": 0.4152, "step": 39 }, { "epoch": 0.036095992780801445, "grad_norm": 1.2904037237167358, "learning_rate": 1.9299099686894423e-05, "loss": 0.4003, "step": 40 }, { "epoch": 0.03699839260032148, "grad_norm": 1.4843233823776245, "learning_rate": 1.758386744638546e-05, "loss": 0.4327, "step": 41 }, { "epoch": 0.03790079241984152, "grad_norm": 1.0545917749404907, "learning_rate": 1.602885682970026e-05, "loss": 0.4702, "step": 42 }, { "epoch": 0.03880319223936155, "grad_norm": 1.0966724157333374, "learning_rate": 1.464072663102903e-05, "loss": 0.4913, "step": 43 }, { "epoch": 0.039705592058881585, "grad_norm": 0.8971771597862244, "learning_rate": 1.3425421036992098e-05, "loss": 0.3396, "step": 44 }, { "epoch": 0.040607991878401625, "grad_norm": 1.0624101161956787, "learning_rate": 1.2388144172720251e-05, "loss": 0.4207, "step": 45 }, { "epoch": 0.04151039169792166, "grad_norm": 1.1375459432601929, "learning_rate": 1.1533337816991932e-05, "loss": 0.3894, "step": 46 }, { "epoch": 0.0424127915174417, "grad_norm": 1.0266802310943604, "learning_rate": 1.0864662381854632e-05, "loss": 0.3847, "step": 47 }, { "epoch": 0.04331519133696173, "grad_norm": 1.5598934888839722, "learning_rate": 1.0384981238178534e-05, "loss": 0.4377, "step": 48 }, { "epoch": 0.044217591156481766, "grad_norm": 1.8163098096847534, "learning_rate": 1.0096348454262845e-05, "loss": 0.3741, "step": 49 }, { "epoch": 0.045119990976001806, "grad_norm": 1.3753440380096436, "learning_rate": 1e-05, "loss": 0.4274, "step": 50 }, { "epoch": 0.045119990976001806, "eval_loss": 0.429287314414978, "eval_runtime": 2.0683, "eval_samples_per_second": 24.175, "eval_steps_per_second": 6.285, "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": 1 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1.589463780163584e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }