{ "best_metric": 0.2352096140384674, "best_model_checkpoint": "miner_id_24/checkpoint-400", "epoch": 0.24524831391784183, "eval_steps": 50, "global_step": 400, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0006131207847946045, "eval_loss": 1.695329189300537, "eval_runtime": 42.4889, "eval_samples_per_second": 16.169, "eval_steps_per_second": 4.048, "step": 1 }, { "epoch": 0.0061312078479460455, "grad_norm": 2.3003127574920654, "learning_rate": 4.0600000000000004e-05, "loss": 1.0413, "step": 10 }, { "epoch": 0.012262415695892091, "grad_norm": 2.6552650928497314, "learning_rate": 8.120000000000001e-05, "loss": 0.658, "step": 20 }, { "epoch": 0.018393623543838136, "grad_norm": 2.388611078262329, "learning_rate": 0.00012179999999999999, "loss": 0.5488, "step": 30 }, { "epoch": 0.024524831391784182, "grad_norm": 2.153262138366699, "learning_rate": 0.00016240000000000002, "loss": 0.4848, "step": 40 }, { "epoch": 0.030656039239730228, "grad_norm": 5.431114673614502, "learning_rate": 0.000203, "loss": 0.5842, "step": 50 }, { "epoch": 0.030656039239730228, "eval_loss": 0.7501240968704224, "eval_runtime": 42.4899, "eval_samples_per_second": 16.169, "eval_steps_per_second": 4.048, "step": 50 }, { "epoch": 0.03678724708767627, "grad_norm": 1.6866220235824585, "learning_rate": 0.00020275275110137215, "loss": 0.5527, "step": 60 }, { "epoch": 0.04291845493562232, "grad_norm": 1.1154528856277466, "learning_rate": 0.00020201220897726938, "loss": 0.4032, "step": 70 }, { "epoch": 0.049049662783568364, "grad_norm": 1.4410632848739624, "learning_rate": 0.00020078198147448128, "loss": 0.3966, "step": 80 }, { "epoch": 0.05518087063151441, "grad_norm": 3.099368095397949, "learning_rate": 0.00019906806213773937, "loss": 0.4807, "step": 90 }, { "epoch": 0.061312078479460456, "grad_norm": 3.0066134929656982, "learning_rate": 0.0001968788010097697, "loss": 0.579, "step": 100 }, { "epoch": 0.061312078479460456, "eval_loss": 0.7241560220718384, "eval_runtime": 42.4229, "eval_samples_per_second": 16.194, "eval_steps_per_second": 4.054, "step": 100 }, { "epoch": 0.0674432863274065, "grad_norm": 1.458212971687317, "learning_rate": 0.00019422486395072398, "loss": 0.4646, "step": 110 }, { "epoch": 0.07357449417535254, "grad_norm": 2.532667636871338, "learning_rate": 0.0001911191806751811, "loss": 0.3873, "step": 120 }, { "epoch": 0.07970570202329859, "grad_norm": 1.281633973121643, "learning_rate": 0.00018757688175987723, "loss": 0.3839, "step": 130 }, { "epoch": 0.08583690987124463, "grad_norm": 1.9844921827316284, "learning_rate": 0.00018361522492905716, "loss": 0.392, "step": 140 }, { "epoch": 0.09196811771919068, "grad_norm": 3.228635787963867, "learning_rate": 0.00017925351097657625, "loss": 0.5286, "step": 150 }, { "epoch": 0.09196811771919068, "eval_loss": 0.510759711265564, "eval_runtime": 42.5096, "eval_samples_per_second": 16.161, "eval_steps_per_second": 4.046, "step": 150 }, { "epoch": 0.09809932556713673, "grad_norm": 1.5365837812423706, "learning_rate": 0.00017451298973437308, "loss": 0.4629, "step": 160 }, { "epoch": 0.10423053341508277, "grad_norm": 1.242377758026123, "learning_rate": 0.0001694167565454241, "loss": 0.3206, "step": 170 }, { "epoch": 0.11036174126302882, "grad_norm": 1.5754390954971313, "learning_rate": 0.0001639896397455543, "loss": 0.3554, "step": 180 }, { "epoch": 0.11649294911097487, "grad_norm": 1.201021671295166, "learning_rate": 0.0001582580797022808, "loss": 0.3257, "step": 190 }, { "epoch": 0.12262415695892091, "grad_norm": 3.3874385356903076, "learning_rate": 0.00015225, "loss": 0.4783, "step": 200 }, { "epoch": 0.12262415695892091, "eval_loss": 0.4689219892024994, "eval_runtime": 42.4861, "eval_samples_per_second": 16.17, "eval_steps_per_second": 4.048, "step": 200 }, { "epoch": 0.12875536480686695, "grad_norm": 1.6585816144943237, "learning_rate": 0.00014599467139909136, "loss": 0.3804, "step": 210 }, { "epoch": 0.134886572654813, "grad_norm": 1.9046809673309326, "learning_rate": 0.0001395225692317151, "loss": 0.2832, "step": 220 }, { "epoch": 0.14101778050275904, "grad_norm": 1.5646591186523438, "learning_rate": 0.00013286522492905717, "loss": 0.2826, "step": 230 }, { "epoch": 0.14714898835070508, "grad_norm": 1.3657160997390747, "learning_rate": 0.00012605507240336626, "loss": 0.3027, "step": 240 }, { "epoch": 0.15328019619865113, "grad_norm": 2.369676351547241, "learning_rate": 0.00011912529003319345, "loss": 0.345, "step": 250 }, { "epoch": 0.15328019619865113, "eval_loss": 0.44708386063575745, "eval_runtime": 42.5334, "eval_samples_per_second": 16.152, "eval_steps_per_second": 4.044, "step": 250 }, { "epoch": 0.15941140404659718, "grad_norm": 0.9845743179321289, "learning_rate": 0.00011210963902166683, "loss": 0.3695, "step": 260 }, { "epoch": 0.16554261189454322, "grad_norm": 0.9960480332374573, "learning_rate": 0.00010504229891530386, "loss": 0.2659, "step": 270 }, { "epoch": 0.17167381974248927, "grad_norm": 1.5102771520614624, "learning_rate": 9.795770108469618e-05, "loss": 0.2588, "step": 280 }, { "epoch": 0.17780502759043532, "grad_norm": 1.1536074876785278, "learning_rate": 9.08903609783332e-05, "loss": 0.3202, "step": 290 }, { "epoch": 0.18393623543838136, "grad_norm": 2.6907193660736084, "learning_rate": 8.387470996680658e-05, "loss": 0.3257, "step": 300 }, { "epoch": 0.18393623543838136, "eval_loss": 0.3584211468696594, "eval_runtime": 42.5021, "eval_samples_per_second": 16.164, "eval_steps_per_second": 4.047, "step": 300 }, { "epoch": 0.1900674432863274, "grad_norm": 0.8187077045440674, "learning_rate": 7.694492759663374e-05, "loss": 0.3159, "step": 310 }, { "epoch": 0.19619865113427346, "grad_norm": 1.3781569004058838, "learning_rate": 7.013477507094284e-05, "loss": 0.2493, "step": 320 }, { "epoch": 0.2023298589822195, "grad_norm": 1.7643306255340576, "learning_rate": 6.347743076828492e-05, "loss": 0.3, "step": 330 }, { "epoch": 0.20846106683016555, "grad_norm": 1.2391196489334106, "learning_rate": 5.700532860090863e-05, "loss": 0.2239, "step": 340 }, { "epoch": 0.2145922746781116, "grad_norm": 2.802654266357422, "learning_rate": 5.075000000000002e-05, "loss": 0.3528, "step": 350 }, { "epoch": 0.2145922746781116, "eval_loss": 0.2691604793071747, "eval_runtime": 42.5737, "eval_samples_per_second": 16.137, "eval_steps_per_second": 4.04, "step": 350 }, { "epoch": 0.22072348252605764, "grad_norm": 1.1769925355911255, "learning_rate": 4.4741920297719214e-05, "loss": 0.2879, "step": 360 }, { "epoch": 0.2268546903740037, "grad_norm": 0.720497727394104, "learning_rate": 3.901036025444568e-05, "loss": 0.2497, "step": 370 }, { "epoch": 0.23298589822194973, "grad_norm": 1.1331359148025513, "learning_rate": 3.358324345457592e-05, "loss": 0.2348, "step": 380 }, { "epoch": 0.23911710606989578, "grad_norm": 0.9605158567428589, "learning_rate": 2.8487010265626928e-05, "loss": 0.1956, "step": 390 }, { "epoch": 0.24524831391784183, "grad_norm": 2.6143555641174316, "learning_rate": 2.3746489023423744e-05, "loss": 0.2959, "step": 400 }, { "epoch": 0.24524831391784183, "eval_loss": 0.2352096140384674, "eval_runtime": 42.5049, "eval_samples_per_second": 16.163, "eval_steps_per_second": 4.047, "step": 400 } ], "logging_steps": 10, "max_steps": 500, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 50, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 3, "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": 7.551996103596442e+16, "train_batch_size": 4, "trial_name": null, "trial_params": null }