{ "best_metric": 1.809238076210022, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.18518518518518517, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.003703703703703704, "grad_norm": 4.116030693054199, "learning_rate": 5e-05, "loss": 4.0241, "step": 1 }, { "epoch": 0.003703703703703704, "eval_loss": 4.521655082702637, "eval_runtime": 1.4574, "eval_samples_per_second": 34.309, "eval_steps_per_second": 8.92, "step": 1 }, { "epoch": 0.007407407407407408, "grad_norm": 4.121915340423584, "learning_rate": 0.0001, "loss": 4.2284, "step": 2 }, { "epoch": 0.011111111111111112, "grad_norm": 4.936906337738037, "learning_rate": 9.990365154573717e-05, "loss": 4.2735, "step": 3 }, { "epoch": 0.014814814814814815, "grad_norm": 2.855342388153076, "learning_rate": 9.961501876182148e-05, "loss": 3.5536, "step": 4 }, { "epoch": 0.018518518518518517, "grad_norm": 2.5260751247406006, "learning_rate": 9.913533761814537e-05, "loss": 3.3432, "step": 5 }, { "epoch": 0.022222222222222223, "grad_norm": 2.948049783706665, "learning_rate": 9.846666218300807e-05, "loss": 2.8829, "step": 6 }, { "epoch": 0.025925925925925925, "grad_norm": 3.049560546875, "learning_rate": 9.761185582727977e-05, "loss": 2.7401, "step": 7 }, { "epoch": 0.02962962962962963, "grad_norm": 2.5307116508483887, "learning_rate": 9.657457896300791e-05, "loss": 2.5649, "step": 8 }, { "epoch": 0.03333333333333333, "grad_norm": 3.314162492752075, "learning_rate": 9.535927336897098e-05, "loss": 2.5844, "step": 9 }, { "epoch": 0.037037037037037035, "grad_norm": 2.8759920597076416, "learning_rate": 9.397114317029975e-05, "loss": 2.3834, "step": 10 }, { "epoch": 0.040740740740740744, "grad_norm": 1.3312515020370483, "learning_rate": 9.241613255361455e-05, "loss": 2.2634, "step": 11 }, { "epoch": 0.044444444444444446, "grad_norm": 2.3702969551086426, "learning_rate": 9.070090031310558e-05, "loss": 2.0426, "step": 12 }, { "epoch": 0.04814814814814815, "grad_norm": 2.423916816711426, "learning_rate": 8.883279133655399e-05, "loss": 2.2698, "step": 13 }, { "epoch": 0.05185185185185185, "grad_norm": 1.5132427215576172, "learning_rate": 8.681980515339464e-05, "loss": 2.3085, "step": 14 }, { "epoch": 0.05555555555555555, "grad_norm": 1.1343423128128052, "learning_rate": 8.467056167950311e-05, "loss": 2.2665, "step": 15 }, { "epoch": 0.05925925925925926, "grad_norm": 1.2370033264160156, "learning_rate": 8.239426430539243e-05, "loss": 2.0012, "step": 16 }, { "epoch": 0.06296296296296296, "grad_norm": 1.340045690536499, "learning_rate": 8.000066048588211e-05, "loss": 2.1011, "step": 17 }, { "epoch": 0.06666666666666667, "grad_norm": 1.0047345161437988, "learning_rate": 7.75e-05, "loss": 2.2134, "step": 18 }, { "epoch": 0.07037037037037037, "grad_norm": 0.9375550150871277, "learning_rate": 7.490299105985507e-05, "loss": 2.0775, "step": 19 }, { "epoch": 0.07407407407407407, "grad_norm": 1.221209168434143, "learning_rate": 7.222075445642904e-05, "loss": 2.0637, "step": 20 }, { "epoch": 0.07777777777777778, "grad_norm": 0.9997118711471558, "learning_rate": 6.946477593864228e-05, "loss": 2.0458, "step": 21 }, { "epoch": 0.08148148148148149, "grad_norm": 0.9523096084594727, "learning_rate": 6.664685702961344e-05, "loss": 2.0679, "step": 22 }, { "epoch": 0.08518518518518518, "grad_norm": 0.9293127655982971, "learning_rate": 6.377906449072578e-05, "loss": 1.9178, "step": 23 }, { "epoch": 0.08888888888888889, "grad_norm": 0.7721121907234192, "learning_rate": 6.087367864990233e-05, "loss": 2.0166, "step": 24 }, { "epoch": 0.09259259259259259, "grad_norm": 1.129605770111084, "learning_rate": 5.794314081535644e-05, "loss": 1.8354, "step": 25 }, { "epoch": 0.09259259259259259, "eval_loss": 1.8420437574386597, "eval_runtime": 0.7521, "eval_samples_per_second": 66.48, "eval_steps_per_second": 17.285, "step": 25 }, { "epoch": 0.0962962962962963, "grad_norm": 1.1217167377471924, "learning_rate": 5.500000000000001e-05, "loss": 2.1233, "step": 26 }, { "epoch": 0.1, "grad_norm": 0.8602536916732788, "learning_rate": 5.205685918464356e-05, "loss": 2.1363, "step": 27 }, { "epoch": 0.1037037037037037, "grad_norm": 0.8962283134460449, "learning_rate": 4.912632135009769e-05, "loss": 2.174, "step": 28 }, { "epoch": 0.10740740740740741, "grad_norm": 0.8276489973068237, "learning_rate": 4.6220935509274235e-05, "loss": 2.0971, "step": 29 }, { "epoch": 0.1111111111111111, "grad_norm": 0.8067771196365356, "learning_rate": 4.3353142970386564e-05, "loss": 2.0047, "step": 30 }, { "epoch": 0.11481481481481481, "grad_norm": 0.7078531980514526, "learning_rate": 4.053522406135775e-05, "loss": 2.1274, "step": 31 }, { "epoch": 0.11851851851851852, "grad_norm": 1.049298644065857, "learning_rate": 3.777924554357096e-05, "loss": 1.9293, "step": 32 }, { "epoch": 0.12222222222222222, "grad_norm": 0.8572384715080261, "learning_rate": 3.509700894014496e-05, "loss": 1.8519, "step": 33 }, { "epoch": 0.1259259259259259, "grad_norm": 0.7951518297195435, "learning_rate": 3.250000000000001e-05, "loss": 1.9323, "step": 34 }, { "epoch": 0.12962962962962962, "grad_norm": 0.7671780586242676, "learning_rate": 2.9999339514117912e-05, "loss": 1.8821, "step": 35 }, { "epoch": 0.13333333333333333, "grad_norm": 0.7220433354377747, "learning_rate": 2.760573569460757e-05, "loss": 1.8686, "step": 36 }, { "epoch": 0.13703703703703704, "grad_norm": 0.8542306423187256, "learning_rate": 2.53294383204969e-05, "loss": 1.8169, "step": 37 }, { "epoch": 0.14074074074074075, "grad_norm": 0.8364683985710144, "learning_rate": 2.3180194846605367e-05, "loss": 2.012, "step": 38 }, { "epoch": 0.14444444444444443, "grad_norm": 0.7114874124526978, "learning_rate": 2.1167208663446025e-05, "loss": 2.0428, "step": 39 }, { "epoch": 0.14814814814814814, "grad_norm": 0.740842878818512, "learning_rate": 1.9299099686894423e-05, "loss": 2.0602, "step": 40 }, { "epoch": 0.15185185185185185, "grad_norm": 0.8619032502174377, "learning_rate": 1.758386744638546e-05, "loss": 2.2465, "step": 41 }, { "epoch": 0.15555555555555556, "grad_norm": 0.7360240817070007, "learning_rate": 1.602885682970026e-05, "loss": 2.0157, "step": 42 }, { "epoch": 0.15925925925925927, "grad_norm": 0.6555927991867065, "learning_rate": 1.464072663102903e-05, "loss": 1.8632, "step": 43 }, { "epoch": 0.16296296296296298, "grad_norm": 0.7459237575531006, "learning_rate": 1.3425421036992098e-05, "loss": 2.0581, "step": 44 }, { "epoch": 0.16666666666666666, "grad_norm": 0.845435619354248, "learning_rate": 1.2388144172720251e-05, "loss": 2.1435, "step": 45 }, { "epoch": 0.17037037037037037, "grad_norm": 0.7518559098243713, "learning_rate": 1.1533337816991932e-05, "loss": 2.0249, "step": 46 }, { "epoch": 0.17407407407407408, "grad_norm": 0.6932052373886108, "learning_rate": 1.0864662381854632e-05, "loss": 1.9508, "step": 47 }, { "epoch": 0.17777777777777778, "grad_norm": 0.6623319387435913, "learning_rate": 1.0384981238178534e-05, "loss": 1.8047, "step": 48 }, { "epoch": 0.1814814814814815, "grad_norm": 0.7716500759124756, "learning_rate": 1.0096348454262845e-05, "loss": 1.9208, "step": 49 }, { "epoch": 0.18518518518518517, "grad_norm": 0.8495790362358093, "learning_rate": 1e-05, "loss": 1.764, "step": 50 }, { "epoch": 0.18518518518518517, "eval_loss": 1.809238076210022, "eval_runtime": 0.7465, "eval_samples_per_second": 66.983, "eval_steps_per_second": 17.416, "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": 1.059536353886208e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }