{ "best_metric": 0.3009062111377716, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.04757939812061377, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0009515879624122755, "grad_norm": 1.2617084980010986, "learning_rate": 5e-05, "loss": 1.3938, "step": 1 }, { "epoch": 0.0009515879624122755, "eval_loss": 2.1877427101135254, "eval_runtime": 315.3854, "eval_samples_per_second": 22.449, "eval_steps_per_second": 2.806, "step": 1 }, { "epoch": 0.001903175924824551, "grad_norm": 1.568479299545288, "learning_rate": 0.0001, "loss": 1.4929, "step": 2 }, { "epoch": 0.0028547638872368263, "grad_norm": 1.221531629562378, "learning_rate": 9.989294616193017e-05, "loss": 1.3665, "step": 3 }, { "epoch": 0.003806351849649102, "grad_norm": 1.238847255706787, "learning_rate": 9.957224306869053e-05, "loss": 1.1355, "step": 4 }, { "epoch": 0.0047579398120613774, "grad_norm": 0.9942885637283325, "learning_rate": 9.903926402016153e-05, "loss": 0.8837, "step": 5 }, { "epoch": 0.005709527774473653, "grad_norm": 1.0231456756591797, "learning_rate": 9.829629131445342e-05, "loss": 0.8066, "step": 6 }, { "epoch": 0.006661115736885929, "grad_norm": 1.036026954650879, "learning_rate": 9.73465064747553e-05, "loss": 0.6627, "step": 7 }, { "epoch": 0.007612703699298204, "grad_norm": 0.6074243783950806, "learning_rate": 9.619397662556435e-05, "loss": 0.545, "step": 8 }, { "epoch": 0.00856429166171048, "grad_norm": 0.550236165523529, "learning_rate": 9.484363707663442e-05, "loss": 0.5915, "step": 9 }, { "epoch": 0.009515879624122755, "grad_norm": 0.5943599939346313, "learning_rate": 9.330127018922194e-05, "loss": 0.5313, "step": 10 }, { "epoch": 0.01046746758653503, "grad_norm": 0.4384642243385315, "learning_rate": 9.157348061512727e-05, "loss": 0.3643, "step": 11 }, { "epoch": 0.011419055548947305, "grad_norm": 0.45704734325408936, "learning_rate": 8.966766701456177e-05, "loss": 0.4361, "step": 12 }, { "epoch": 0.012370643511359582, "grad_norm": 0.5538807511329651, "learning_rate": 8.759199037394887e-05, "loss": 0.4251, "step": 13 }, { "epoch": 0.013322231473771857, "grad_norm": 0.5436851382255554, "learning_rate": 8.535533905932738e-05, "loss": 0.338, "step": 14 }, { "epoch": 0.014273819436184132, "grad_norm": 0.4750663936138153, "learning_rate": 8.296729075500344e-05, "loss": 0.3306, "step": 15 }, { "epoch": 0.015225407398596407, "grad_norm": 0.4531807601451874, "learning_rate": 8.043807145043604e-05, "loss": 0.359, "step": 16 }, { "epoch": 0.016176995361008684, "grad_norm": 0.4036747217178345, "learning_rate": 7.777851165098012e-05, "loss": 0.3712, "step": 17 }, { "epoch": 0.01712858332342096, "grad_norm": 0.3267797827720642, "learning_rate": 7.500000000000001e-05, "loss": 0.3468, "step": 18 }, { "epoch": 0.018080171285833235, "grad_norm": 0.3159548044204712, "learning_rate": 7.211443451095007e-05, "loss": 0.3777, "step": 19 }, { "epoch": 0.01903175924824551, "grad_norm": 0.33993765711784363, "learning_rate": 6.91341716182545e-05, "loss": 0.3737, "step": 20 }, { "epoch": 0.019983347210657785, "grad_norm": 0.3903323709964752, "learning_rate": 6.607197326515808e-05, "loss": 0.3492, "step": 21 }, { "epoch": 0.02093493517307006, "grad_norm": 0.3195224404335022, "learning_rate": 6.294095225512603e-05, "loss": 0.3458, "step": 22 }, { "epoch": 0.021886523135482335, "grad_norm": 0.36553213000297546, "learning_rate": 5.9754516100806423e-05, "loss": 0.3071, "step": 23 }, { "epoch": 0.02283811109789461, "grad_norm": 0.35281142592430115, "learning_rate": 5.6526309611002594e-05, "loss": 0.3406, "step": 24 }, { "epoch": 0.023789699060306885, "grad_norm": 0.3317332863807678, "learning_rate": 5.327015646150716e-05, "loss": 0.3355, "step": 25 }, { "epoch": 0.023789699060306885, "eval_loss": 0.3183044195175171, "eval_runtime": 316.909, "eval_samples_per_second": 22.341, "eval_steps_per_second": 2.793, "step": 25 }, { "epoch": 0.024741287022719164, "grad_norm": 0.4331679046154022, "learning_rate": 5e-05, "loss": 0.3114, "step": 26 }, { "epoch": 0.02569287498513144, "grad_norm": 0.37552371621131897, "learning_rate": 4.6729843538492847e-05, "loss": 0.3306, "step": 27 }, { "epoch": 0.026644462947543714, "grad_norm": 0.3065773844718933, "learning_rate": 4.347369038899744e-05, "loss": 0.3101, "step": 28 }, { "epoch": 0.02759605090995599, "grad_norm": 0.3482958972454071, "learning_rate": 4.0245483899193595e-05, "loss": 0.3635, "step": 29 }, { "epoch": 0.028547638872368265, "grad_norm": 0.28071439266204834, "learning_rate": 3.705904774487396e-05, "loss": 0.3249, "step": 30 }, { "epoch": 0.02949922683478054, "grad_norm": 0.29683056473731995, "learning_rate": 3.392802673484193e-05, "loss": 0.3202, "step": 31 }, { "epoch": 0.030450814797192815, "grad_norm": 0.3477626442909241, "learning_rate": 3.086582838174551e-05, "loss": 0.3242, "step": 32 }, { "epoch": 0.03140240275960509, "grad_norm": 0.45291534066200256, "learning_rate": 2.7885565489049946e-05, "loss": 0.2807, "step": 33 }, { "epoch": 0.03235399072201737, "grad_norm": 0.4736618995666504, "learning_rate": 2.500000000000001e-05, "loss": 0.3729, "step": 34 }, { "epoch": 0.03330557868442964, "grad_norm": 0.3130555748939514, "learning_rate": 2.2221488349019903e-05, "loss": 0.3032, "step": 35 }, { "epoch": 0.03425716664684192, "grad_norm": 0.4449267089366913, "learning_rate": 1.9561928549563968e-05, "loss": 0.3466, "step": 36 }, { "epoch": 0.03520875460925419, "grad_norm": 0.31513071060180664, "learning_rate": 1.703270924499656e-05, "loss": 0.3688, "step": 37 }, { "epoch": 0.03616034257166647, "grad_norm": 0.3374822437763214, "learning_rate": 1.4644660940672627e-05, "loss": 0.3219, "step": 38 }, { "epoch": 0.03711193053407874, "grad_norm": 0.2929448187351227, "learning_rate": 1.2408009626051137e-05, "loss": 0.3866, "step": 39 }, { "epoch": 0.03806351849649102, "grad_norm": 0.26822617650032043, "learning_rate": 1.0332332985438248e-05, "loss": 0.2781, "step": 40 }, { "epoch": 0.0390151064589033, "grad_norm": 0.23648488521575928, "learning_rate": 8.426519384872733e-06, "loss": 0.2547, "step": 41 }, { "epoch": 0.03996669442131557, "grad_norm": 0.2830832004547119, "learning_rate": 6.698729810778065e-06, "loss": 0.3341, "step": 42 }, { "epoch": 0.04091828238372785, "grad_norm": 0.30678245425224304, "learning_rate": 5.156362923365588e-06, "loss": 0.3192, "step": 43 }, { "epoch": 0.04186987034614012, "grad_norm": 0.2609436511993408, "learning_rate": 3.8060233744356633e-06, "loss": 0.2764, "step": 44 }, { "epoch": 0.0428214583085524, "grad_norm": 0.2292177975177765, "learning_rate": 2.653493525244721e-06, "loss": 0.2895, "step": 45 }, { "epoch": 0.04377304627096467, "grad_norm": 0.29264628887176514, "learning_rate": 1.70370868554659e-06, "loss": 0.3456, "step": 46 }, { "epoch": 0.04472463423337695, "grad_norm": 0.29742947220802307, "learning_rate": 9.607359798384785e-07, "loss": 0.2929, "step": 47 }, { "epoch": 0.04567622219578922, "grad_norm": 0.3194923996925354, "learning_rate": 4.277569313094809e-07, "loss": 0.4462, "step": 48 }, { "epoch": 0.0466278101582015, "grad_norm": 0.3254033327102661, "learning_rate": 1.0705383806982606e-07, "loss": 0.2784, "step": 49 }, { "epoch": 0.04757939812061377, "grad_norm": 0.30053213238716125, "learning_rate": 0.0, "loss": 0.3422, "step": 50 }, { "epoch": 0.04757939812061377, "eval_loss": 0.3009062111377716, "eval_runtime": 317.1922, "eval_samples_per_second": 22.321, "eval_steps_per_second": 2.79, "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": 1.0205684108886016e+18, "train_batch_size": 2, "trial_name": null, "trial_params": null }