| { | |
| "best_metric": 1.7819124460220337, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 0.018942084576407635, | |
| "eval_steps": 25, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.00037884169152815265, | |
| "grad_norm": 10.302584648132324, | |
| "learning_rate": 5e-05, | |
| "loss": 9.3009, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.00037884169152815265, | |
| "eval_loss": 11.692439079284668, | |
| "eval_runtime": 505.179, | |
| "eval_samples_per_second": 35.201, | |
| "eval_steps_per_second": 4.4, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0007576833830563053, | |
| "grad_norm": 10.505722999572754, | |
| "learning_rate": 0.0001, | |
| "loss": 10.312, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.001136525074584458, | |
| "grad_norm": 12.538541793823242, | |
| "learning_rate": 9.989294616193017e-05, | |
| "loss": 10.3303, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.0015153667661126106, | |
| "grad_norm": 17.592634201049805, | |
| "learning_rate": 9.957224306869053e-05, | |
| "loss": 8.3617, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.0018942084576407633, | |
| "grad_norm": 10.421478271484375, | |
| "learning_rate": 9.903926402016153e-05, | |
| "loss": 6.5981, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.002273050149168916, | |
| "grad_norm": 12.421805381774902, | |
| "learning_rate": 9.829629131445342e-05, | |
| "loss": 5.6562, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.002651891840697069, | |
| "grad_norm": 11.059440612792969, | |
| "learning_rate": 9.73465064747553e-05, | |
| "loss": 4.7562, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.0030307335322252212, | |
| "grad_norm": 10.304879188537598, | |
| "learning_rate": 9.619397662556435e-05, | |
| "loss": 3.6356, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.003409575223753374, | |
| "grad_norm": 8.042673110961914, | |
| "learning_rate": 9.484363707663442e-05, | |
| "loss": 2.8173, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.0037884169152815265, | |
| "grad_norm": 5.092674732208252, | |
| "learning_rate": 9.330127018922194e-05, | |
| "loss": 2.6009, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.00416725860680968, | |
| "grad_norm": 6.48095178604126, | |
| "learning_rate": 9.157348061512727e-05, | |
| "loss": 2.4856, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.004546100298337832, | |
| "grad_norm": 4.450168132781982, | |
| "learning_rate": 8.966766701456177e-05, | |
| "loss": 2.4173, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.004924941989865985, | |
| "grad_norm": 10.408378601074219, | |
| "learning_rate": 8.759199037394887e-05, | |
| "loss": 2.3333, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.005303783681394138, | |
| "grad_norm": 5.03222131729126, | |
| "learning_rate": 8.535533905932738e-05, | |
| "loss": 2.2746, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.0056826253729222904, | |
| "grad_norm": 10.990303993225098, | |
| "learning_rate": 8.296729075500344e-05, | |
| "loss": 2.0516, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.0060614670644504424, | |
| "grad_norm": 7.39019775390625, | |
| "learning_rate": 8.043807145043604e-05, | |
| "loss": 2.0911, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.006440308755978595, | |
| "grad_norm": 5.295200824737549, | |
| "learning_rate": 7.777851165098012e-05, | |
| "loss": 1.964, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.006819150447506748, | |
| "grad_norm": 3.3789727687835693, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 1.789, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.007197992139034901, | |
| "grad_norm": 3.250417709350586, | |
| "learning_rate": 7.211443451095007e-05, | |
| "loss": 1.9583, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.007576833830563053, | |
| "grad_norm": 3.274604320526123, | |
| "learning_rate": 6.91341716182545e-05, | |
| "loss": 1.7714, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.007955675522091206, | |
| "grad_norm": 3.8370654582977295, | |
| "learning_rate": 6.607197326515808e-05, | |
| "loss": 1.9369, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.00833451721361936, | |
| "grad_norm": 3.1080238819122314, | |
| "learning_rate": 6.294095225512603e-05, | |
| "loss": 1.8008, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.008713358905147512, | |
| "grad_norm": 2.949986457824707, | |
| "learning_rate": 5.9754516100806423e-05, | |
| "loss": 1.8475, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.009092200596675664, | |
| "grad_norm": 4.394115924835205, | |
| "learning_rate": 5.6526309611002594e-05, | |
| "loss": 2.1908, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.009471042288203817, | |
| "grad_norm": 3.2628118991851807, | |
| "learning_rate": 5.327015646150716e-05, | |
| "loss": 1.8698, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.009471042288203817, | |
| "eval_loss": 1.9056551456451416, | |
| "eval_runtime": 505.7267, | |
| "eval_samples_per_second": 35.163, | |
| "eval_steps_per_second": 4.396, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.00984988397973197, | |
| "grad_norm": 11.075776100158691, | |
| "learning_rate": 5e-05, | |
| "loss": 1.9513, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.010228725671260121, | |
| "grad_norm": 4.006396770477295, | |
| "learning_rate": 4.6729843538492847e-05, | |
| "loss": 1.7975, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.010607567362788275, | |
| "grad_norm": 3.184319257736206, | |
| "learning_rate": 4.347369038899744e-05, | |
| "loss": 1.875, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.010986409054316427, | |
| "grad_norm": 3.2057037353515625, | |
| "learning_rate": 4.0245483899193595e-05, | |
| "loss": 1.6062, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.011365250745844581, | |
| "grad_norm": 4.042563438415527, | |
| "learning_rate": 3.705904774487396e-05, | |
| "loss": 1.7816, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.011744092437372733, | |
| "grad_norm": 2.249629259109497, | |
| "learning_rate": 3.392802673484193e-05, | |
| "loss": 1.7139, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.012122934128900885, | |
| "grad_norm": 2.8991994857788086, | |
| "learning_rate": 3.086582838174551e-05, | |
| "loss": 1.7144, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.012501775820429039, | |
| "grad_norm": 2.710634231567383, | |
| "learning_rate": 2.7885565489049946e-05, | |
| "loss": 1.7614, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.01288061751195719, | |
| "grad_norm": 2.834088087081909, | |
| "learning_rate": 2.500000000000001e-05, | |
| "loss": 1.7785, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.013259459203485344, | |
| "grad_norm": 2.720170497894287, | |
| "learning_rate": 2.2221488349019903e-05, | |
| "loss": 1.813, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.013638300895013496, | |
| "grad_norm": 2.524933338165283, | |
| "learning_rate": 1.9561928549563968e-05, | |
| "loss": 1.8267, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.014017142586541648, | |
| "grad_norm": 2.3130557537078857, | |
| "learning_rate": 1.703270924499656e-05, | |
| "loss": 1.9053, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.014395984278069802, | |
| "grad_norm": 2.778029441833496, | |
| "learning_rate": 1.4644660940672627e-05, | |
| "loss": 1.8611, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.014774825969597954, | |
| "grad_norm": 2.314708709716797, | |
| "learning_rate": 1.2408009626051137e-05, | |
| "loss": 1.6435, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.015153667661126106, | |
| "grad_norm": 2.738293170928955, | |
| "learning_rate": 1.0332332985438248e-05, | |
| "loss": 1.6773, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.01553250935265426, | |
| "grad_norm": 2.5919830799102783, | |
| "learning_rate": 8.426519384872733e-06, | |
| "loss": 1.7022, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.015911351044182412, | |
| "grad_norm": 2.239039421081543, | |
| "learning_rate": 6.698729810778065e-06, | |
| "loss": 1.6365, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.016290192735710564, | |
| "grad_norm": 2.4477410316467285, | |
| "learning_rate": 5.156362923365588e-06, | |
| "loss": 1.6117, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.01666903442723872, | |
| "grad_norm": 2.2895777225494385, | |
| "learning_rate": 3.8060233744356633e-06, | |
| "loss": 1.649, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.01704787611876687, | |
| "grad_norm": 2.5630218982696533, | |
| "learning_rate": 2.653493525244721e-06, | |
| "loss": 1.6883, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.017426717810295023, | |
| "grad_norm": 2.7641680240631104, | |
| "learning_rate": 1.70370868554659e-06, | |
| "loss": 1.821, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.017805559501823175, | |
| "grad_norm": 2.8291962146759033, | |
| "learning_rate": 9.607359798384785e-07, | |
| "loss": 1.9129, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.018184401193351327, | |
| "grad_norm": 2.2130260467529297, | |
| "learning_rate": 4.277569313094809e-07, | |
| "loss": 1.8267, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.01856324288487948, | |
| "grad_norm": 2.9716482162475586, | |
| "learning_rate": 1.0705383806982606e-07, | |
| "loss": 1.7907, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.018942084576407635, | |
| "grad_norm": 3.4197726249694824, | |
| "learning_rate": 0.0, | |
| "loss": 1.94, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.018942084576407635, | |
| "eval_loss": 1.7819124460220337, | |
| "eval_runtime": 505.7599, | |
| "eval_samples_per_second": 35.161, | |
| "eval_steps_per_second": 4.395, | |
| "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": 5.968083617316864e+17, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |