{ "best_metric": 0.8296974301338196, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 1.7241379310344827, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.034482758620689655, "grad_norm": 1.2411022186279297, "learning_rate": 5e-05, "loss": 1.3204, "step": 1 }, { "epoch": 0.034482758620689655, "eval_loss": 1.5744717121124268, "eval_runtime": 4.1334, "eval_samples_per_second": 47.177, "eval_steps_per_second": 6.048, "step": 1 }, { "epoch": 0.06896551724137931, "grad_norm": 1.5661057233810425, "learning_rate": 0.0001, "loss": 1.4652, "step": 2 }, { "epoch": 0.10344827586206896, "grad_norm": 1.5970726013183594, "learning_rate": 9.989294616193017e-05, "loss": 1.5257, "step": 3 }, { "epoch": 0.13793103448275862, "grad_norm": 1.3731942176818848, "learning_rate": 9.957224306869053e-05, "loss": 1.4154, "step": 4 }, { "epoch": 0.1724137931034483, "grad_norm": 1.348717212677002, "learning_rate": 9.903926402016153e-05, "loss": 1.33, "step": 5 }, { "epoch": 0.20689655172413793, "grad_norm": 1.1201543807983398, "learning_rate": 9.829629131445342e-05, "loss": 1.2998, "step": 6 }, { "epoch": 0.2413793103448276, "grad_norm": 1.5150401592254639, "learning_rate": 9.73465064747553e-05, "loss": 1.2943, "step": 7 }, { "epoch": 0.27586206896551724, "grad_norm": 0.8315752148628235, "learning_rate": 9.619397662556435e-05, "loss": 1.0113, "step": 8 }, { "epoch": 0.3103448275862069, "grad_norm": 0.7831391096115112, "learning_rate": 9.484363707663442e-05, "loss": 1.0314, "step": 9 }, { "epoch": 0.3448275862068966, "grad_norm": 0.9782406687736511, "learning_rate": 9.330127018922194e-05, "loss": 1.0441, "step": 10 }, { "epoch": 0.3793103448275862, "grad_norm": 0.8368247747421265, "learning_rate": 9.157348061512727e-05, "loss": 1.0003, "step": 11 }, { "epoch": 0.41379310344827586, "grad_norm": 0.633226752281189, "learning_rate": 8.966766701456177e-05, "loss": 0.9841, "step": 12 }, { "epoch": 0.4482758620689655, "grad_norm": 0.668292760848999, "learning_rate": 8.759199037394887e-05, "loss": 1.0319, "step": 13 }, { "epoch": 0.4827586206896552, "grad_norm": 0.8432500958442688, "learning_rate": 8.535533905932738e-05, "loss": 1.0935, "step": 14 }, { "epoch": 0.5172413793103449, "grad_norm": 0.6698826551437378, "learning_rate": 8.296729075500344e-05, "loss": 0.8511, "step": 15 }, { "epoch": 0.5517241379310345, "grad_norm": 0.59513258934021, "learning_rate": 8.043807145043604e-05, "loss": 0.8514, "step": 16 }, { "epoch": 0.5862068965517241, "grad_norm": 0.608653724193573, "learning_rate": 7.777851165098012e-05, "loss": 0.9371, "step": 17 }, { "epoch": 0.6206896551724138, "grad_norm": 0.5555115342140198, "learning_rate": 7.500000000000001e-05, "loss": 0.9159, "step": 18 }, { "epoch": 0.6551724137931034, "grad_norm": 0.573492169380188, "learning_rate": 7.211443451095007e-05, "loss": 0.8599, "step": 19 }, { "epoch": 0.6896551724137931, "grad_norm": 0.5985779762268066, "learning_rate": 6.91341716182545e-05, "loss": 0.9408, "step": 20 }, { "epoch": 0.7241379310344828, "grad_norm": 0.8476566076278687, "learning_rate": 6.607197326515808e-05, "loss": 1.0202, "step": 21 }, { "epoch": 0.7586206896551724, "grad_norm": 0.4384811520576477, "learning_rate": 6.294095225512603e-05, "loss": 0.7485, "step": 22 }, { "epoch": 0.7931034482758621, "grad_norm": 0.49077481031417847, "learning_rate": 5.9754516100806423e-05, "loss": 0.9319, "step": 23 }, { "epoch": 0.8275862068965517, "grad_norm": 0.5539901256561279, "learning_rate": 5.6526309611002594e-05, "loss": 0.9821, "step": 24 }, { "epoch": 0.8620689655172413, "grad_norm": 0.5785988569259644, "learning_rate": 5.327015646150716e-05, "loss": 0.9932, "step": 25 }, { "epoch": 0.8620689655172413, "eval_loss": 0.8770236968994141, "eval_runtime": 4.1033, "eval_samples_per_second": 47.523, "eval_steps_per_second": 6.093, "step": 25 }, { "epoch": 0.896551724137931, "grad_norm": 0.5288706421852112, "learning_rate": 5e-05, "loss": 0.8239, "step": 26 }, { "epoch": 0.9310344827586207, "grad_norm": 0.5527832508087158, "learning_rate": 4.6729843538492847e-05, "loss": 0.8806, "step": 27 }, { "epoch": 0.9655172413793104, "grad_norm": 0.7218241095542908, "learning_rate": 4.347369038899744e-05, "loss": 0.9175, "step": 28 }, { "epoch": 1.0, "grad_norm": 0.44543588161468506, "learning_rate": 4.0245483899193595e-05, "loss": 0.736, "step": 29 }, { "epoch": 1.0344827586206897, "grad_norm": 0.40811803936958313, "learning_rate": 3.705904774487396e-05, "loss": 0.8053, "step": 30 }, { "epoch": 1.0689655172413792, "grad_norm": 0.4515950381755829, "learning_rate": 3.392802673484193e-05, "loss": 0.8298, "step": 31 }, { "epoch": 1.103448275862069, "grad_norm": 0.5151574015617371, "learning_rate": 3.086582838174551e-05, "loss": 0.924, "step": 32 }, { "epoch": 1.1379310344827587, "grad_norm": 0.4836006462574005, "learning_rate": 2.7885565489049946e-05, "loss": 0.7411, "step": 33 }, { "epoch": 1.1724137931034484, "grad_norm": 0.5116979479789734, "learning_rate": 2.500000000000001e-05, "loss": 0.8224, "step": 34 }, { "epoch": 1.206896551724138, "grad_norm": 0.543500542640686, "learning_rate": 2.2221488349019903e-05, "loss": 0.824, "step": 35 }, { "epoch": 1.2413793103448276, "grad_norm": 0.6314417719841003, "learning_rate": 1.9561928549563968e-05, "loss": 0.8329, "step": 36 }, { "epoch": 1.2758620689655173, "grad_norm": 0.3729710280895233, "learning_rate": 1.703270924499656e-05, "loss": 0.7086, "step": 37 }, { "epoch": 1.3103448275862069, "grad_norm": 0.4598703980445862, "learning_rate": 1.4644660940672627e-05, "loss": 0.7906, "step": 38 }, { "epoch": 1.3448275862068966, "grad_norm": 0.5059497356414795, "learning_rate": 1.2408009626051137e-05, "loss": 0.7268, "step": 39 }, { "epoch": 1.3793103448275863, "grad_norm": 0.48165661096572876, "learning_rate": 1.0332332985438248e-05, "loss": 0.8421, "step": 40 }, { "epoch": 1.4137931034482758, "grad_norm": 0.5090142488479614, "learning_rate": 8.426519384872733e-06, "loss": 0.7836, "step": 41 }, { "epoch": 1.4482758620689655, "grad_norm": 0.5581346750259399, "learning_rate": 6.698729810778065e-06, "loss": 0.7805, "step": 42 }, { "epoch": 1.4827586206896552, "grad_norm": 0.6325652599334717, "learning_rate": 5.156362923365588e-06, "loss": 0.8853, "step": 43 }, { "epoch": 1.5172413793103448, "grad_norm": 0.3990720212459564, "learning_rate": 3.8060233744356633e-06, "loss": 0.7517, "step": 44 }, { "epoch": 1.5517241379310345, "grad_norm": 0.45109397172927856, "learning_rate": 2.653493525244721e-06, "loss": 0.7909, "step": 45 }, { "epoch": 1.5862068965517242, "grad_norm": 0.512504518032074, "learning_rate": 1.70370868554659e-06, "loss": 0.8714, "step": 46 }, { "epoch": 1.6206896551724137, "grad_norm": 0.4838815927505493, "learning_rate": 9.607359798384785e-07, "loss": 0.8317, "step": 47 }, { "epoch": 1.6551724137931034, "grad_norm": 0.526544451713562, "learning_rate": 4.277569313094809e-07, "loss": 0.7849, "step": 48 }, { "epoch": 1.6896551724137931, "grad_norm": 0.6029788255691528, "learning_rate": 1.0705383806982606e-07, "loss": 0.901, "step": 49 }, { "epoch": 1.7241379310344827, "grad_norm": 0.6109845042228699, "learning_rate": 0.0, "loss": 0.8062, "step": 50 }, { "epoch": 1.7241379310344827, "eval_loss": 0.8296974301338196, "eval_runtime": 4.1199, "eval_samples_per_second": 47.331, "eval_steps_per_second": 6.068, "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": 8.33416392081408e+16, "train_batch_size": 2, "trial_name": null, "trial_params": null }