{ "best_metric": 0.8538514971733093, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.05178663904712584, "eval_steps": 50, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0010357327809425167, "grad_norm": 2.934951066970825, "learning_rate": 3.3333333333333333e-06, "loss": 1.3458, "step": 1 }, { "epoch": 0.0010357327809425167, "eval_loss": 2.4307608604431152, "eval_runtime": 131.1348, "eval_samples_per_second": 12.399, "eval_steps_per_second": 6.2, "step": 1 }, { "epoch": 0.0020714655618850335, "grad_norm": 3.631234884262085, "learning_rate": 6.666666666666667e-06, "loss": 1.5473, "step": 2 }, { "epoch": 0.0031071983428275505, "grad_norm": 3.7098679542541504, "learning_rate": 1e-05, "loss": 1.7358, "step": 3 }, { "epoch": 0.004142931123770067, "grad_norm": 4.27931547164917, "learning_rate": 1.3333333333333333e-05, "loss": 1.3322, "step": 4 }, { "epoch": 0.005178663904712584, "grad_norm": 4.007849216461182, "learning_rate": 1.6666666666666667e-05, "loss": 1.5253, "step": 5 }, { "epoch": 0.006214396685655101, "grad_norm": 5.52664041519165, "learning_rate": 2e-05, "loss": 1.8545, "step": 6 }, { "epoch": 0.0072501294665976174, "grad_norm": 3.834798574447632, "learning_rate": 2.3333333333333336e-05, "loss": 1.3665, "step": 7 }, { "epoch": 0.008285862247540134, "grad_norm": 3.7450332641601562, "learning_rate": 2.6666666666666667e-05, "loss": 1.3339, "step": 8 }, { "epoch": 0.009321595028482652, "grad_norm": 3.6901252269744873, "learning_rate": 3e-05, "loss": 1.4489, "step": 9 }, { "epoch": 0.010357327809425169, "grad_norm": 3.269052505493164, "learning_rate": 3.3333333333333335e-05, "loss": 0.9925, "step": 10 }, { "epoch": 0.011393060590367685, "grad_norm": 3.4667394161224365, "learning_rate": 3.6666666666666666e-05, "loss": 1.0799, "step": 11 }, { "epoch": 0.012428793371310202, "grad_norm": 4.5746917724609375, "learning_rate": 4e-05, "loss": 1.0442, "step": 12 }, { "epoch": 0.013464526152252718, "grad_norm": 3.5450432300567627, "learning_rate": 4.3333333333333334e-05, "loss": 0.9699, "step": 13 }, { "epoch": 0.014500258933195235, "grad_norm": 2.999580144882202, "learning_rate": 4.666666666666667e-05, "loss": 0.8588, "step": 14 }, { "epoch": 0.015535991714137753, "grad_norm": 2.0789074897766113, "learning_rate": 5e-05, "loss": 0.7789, "step": 15 }, { "epoch": 0.016571724495080268, "grad_norm": 2.5798442363739014, "learning_rate": 5.333333333333333e-05, "loss": 0.7985, "step": 16 }, { "epoch": 0.017607457276022784, "grad_norm": 2.789106607437134, "learning_rate": 5.666666666666667e-05, "loss": 0.8539, "step": 17 }, { "epoch": 0.018643190056965304, "grad_norm": 2.157308578491211, "learning_rate": 6e-05, "loss": 0.7339, "step": 18 }, { "epoch": 0.01967892283790782, "grad_norm": 2.024956464767456, "learning_rate": 6.333333333333333e-05, "loss": 0.6393, "step": 19 }, { "epoch": 0.020714655618850338, "grad_norm": 2.095165967941284, "learning_rate": 6.666666666666667e-05, "loss": 0.7112, "step": 20 }, { "epoch": 0.021750388399792854, "grad_norm": 2.395766258239746, "learning_rate": 7e-05, "loss": 0.5803, "step": 21 }, { "epoch": 0.02278612118073537, "grad_norm": 1.9139028787612915, "learning_rate": 7.333333333333333e-05, "loss": 0.5602, "step": 22 }, { "epoch": 0.023821853961677887, "grad_norm": 1.8153733015060425, "learning_rate": 7.666666666666667e-05, "loss": 0.5852, "step": 23 }, { "epoch": 0.024857586742620404, "grad_norm": 1.7927237749099731, "learning_rate": 8e-05, "loss": 0.5787, "step": 24 }, { "epoch": 0.02589331952356292, "grad_norm": 2.2322211265563965, "learning_rate": 8.333333333333334e-05, "loss": 0.7009, "step": 25 }, { "epoch": 0.026929052304505437, "grad_norm": 1.8694380521774292, "learning_rate": 8.666666666666667e-05, "loss": 0.6042, "step": 26 }, { "epoch": 0.027964785085447953, "grad_norm": 1.5141125917434692, "learning_rate": 9e-05, "loss": 0.5847, "step": 27 }, { "epoch": 0.02900051786639047, "grad_norm": 1.4388060569763184, "learning_rate": 9.333333333333334e-05, "loss": 0.533, "step": 28 }, { "epoch": 0.03003625064733299, "grad_norm": 1.4760385751724243, "learning_rate": 9.666666666666667e-05, "loss": 0.4269, "step": 29 }, { "epoch": 0.031071983428275506, "grad_norm": 1.4737350940704346, "learning_rate": 0.0001, "loss": 0.3929, "step": 30 }, { "epoch": 0.03210771620921802, "grad_norm": 1.3517489433288574, "learning_rate": 9.999146252290264e-05, "loss": 0.4369, "step": 31 }, { "epoch": 0.033143448990160536, "grad_norm": 1.7029956579208374, "learning_rate": 9.996585300715116e-05, "loss": 0.453, "step": 32 }, { "epoch": 0.03417918177110305, "grad_norm": 2.4142861366271973, "learning_rate": 9.99231801983717e-05, "loss": 0.5166, "step": 33 }, { "epoch": 0.03521491455204557, "grad_norm": 1.5307400226593018, "learning_rate": 9.986345866928941e-05, "loss": 0.4085, "step": 34 }, { "epoch": 0.03625064733298809, "grad_norm": 1.6694791316986084, "learning_rate": 9.978670881475172e-05, "loss": 0.2848, "step": 35 }, { "epoch": 0.03728638011393061, "grad_norm": 0.9046441316604614, "learning_rate": 9.96929568447637e-05, "loss": 0.1912, "step": 36 }, { "epoch": 0.038322112894873125, "grad_norm": 1.6716495752334595, "learning_rate": 9.958223477553714e-05, "loss": 0.632, "step": 37 }, { "epoch": 0.03935784567581564, "grad_norm": 2.2129456996917725, "learning_rate": 9.94545804185573e-05, "loss": 0.8857, "step": 38 }, { "epoch": 0.04039357845675816, "grad_norm": 3.774207592010498, "learning_rate": 9.931003736767013e-05, "loss": 1.4254, "step": 39 }, { "epoch": 0.041429311237700675, "grad_norm": 1.758363127708435, "learning_rate": 9.91486549841951e-05, "loss": 0.8625, "step": 40 }, { "epoch": 0.04246504401864319, "grad_norm": 1.6825367212295532, "learning_rate": 9.89704883800683e-05, "loss": 0.6659, "step": 41 }, { "epoch": 0.04350077679958571, "grad_norm": 1.9193270206451416, "learning_rate": 9.877559839902184e-05, "loss": 0.5724, "step": 42 }, { "epoch": 0.044536509580528225, "grad_norm": 1.610196828842163, "learning_rate": 9.85640515958057e-05, "loss": 0.5503, "step": 43 }, { "epoch": 0.04557224236147074, "grad_norm": 1.7814068794250488, "learning_rate": 9.833592021345937e-05, "loss": 0.4417, "step": 44 }, { "epoch": 0.04660797514241326, "grad_norm": 1.386198878288269, "learning_rate": 9.809128215864097e-05, "loss": 0.3452, "step": 45 }, { "epoch": 0.047643707923355774, "grad_norm": 1.408173680305481, "learning_rate": 9.783022097502204e-05, "loss": 0.259, "step": 46 }, { "epoch": 0.04867944070429829, "grad_norm": 4.415549278259277, "learning_rate": 9.755282581475769e-05, "loss": 0.9239, "step": 47 }, { "epoch": 0.04971517348524081, "grad_norm": 3.1557812690734863, "learning_rate": 9.725919140804099e-05, "loss": 0.8021, "step": 48 }, { "epoch": 0.050750906266183324, "grad_norm": 3.0184805393218994, "learning_rate": 9.694941803075283e-05, "loss": 0.6193, "step": 49 }, { "epoch": 0.05178663904712584, "grad_norm": 2.46248197555542, "learning_rate": 9.662361147021779e-05, "loss": 0.848, "step": 50 }, { "epoch": 0.05178663904712584, "eval_loss": 0.8538514971733093, "eval_runtime": 133.2166, "eval_samples_per_second": 12.206, "eval_steps_per_second": 6.103, "step": 50 } ], "logging_steps": 1, "max_steps": 200, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 50, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "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": false }, "attributes": {} } }, "total_flos": 6.65248289783808e+16, "train_batch_size": 8, "trial_name": null, "trial_params": null }