{ "best_metric": 1.6362560987472534, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.6514657980456026, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.013029315960912053, "grad_norm": 3.9804611206054688, "learning_rate": 5e-05, "loss": 4.4207, "step": 1 }, { "epoch": 0.013029315960912053, "eval_loss": 6.510675430297852, "eval_runtime": 15.7425, "eval_samples_per_second": 32.841, "eval_steps_per_second": 4.129, "step": 1 }, { "epoch": 0.026058631921824105, "grad_norm": 4.506410121917725, "learning_rate": 0.0001, "loss": 4.8966, "step": 2 }, { "epoch": 0.03908794788273615, "grad_norm": 5.26943302154541, "learning_rate": 9.989294616193017e-05, "loss": 4.8095, "step": 3 }, { "epoch": 0.05211726384364821, "grad_norm": 4.4826979637146, "learning_rate": 9.957224306869053e-05, "loss": 4.1138, "step": 4 }, { "epoch": 0.06514657980456026, "grad_norm": 4.836989402770996, "learning_rate": 9.903926402016153e-05, "loss": 3.2671, "step": 5 }, { "epoch": 0.0781758957654723, "grad_norm": 3.6174402236938477, "learning_rate": 9.829629131445342e-05, "loss": 2.7413, "step": 6 }, { "epoch": 0.09120521172638436, "grad_norm": 3.1943180561065674, "learning_rate": 9.73465064747553e-05, "loss": 2.733, "step": 7 }, { "epoch": 0.10423452768729642, "grad_norm": 3.414454936981201, "learning_rate": 9.619397662556435e-05, "loss": 2.4486, "step": 8 }, { "epoch": 0.11726384364820847, "grad_norm": 3.725461959838867, "learning_rate": 9.484363707663442e-05, "loss": 2.2302, "step": 9 }, { "epoch": 0.13029315960912052, "grad_norm": 2.78312087059021, "learning_rate": 9.330127018922194e-05, "loss": 2.1825, "step": 10 }, { "epoch": 0.14332247557003258, "grad_norm": 3.028385877609253, "learning_rate": 9.157348061512727e-05, "loss": 1.8801, "step": 11 }, { "epoch": 0.1563517915309446, "grad_norm": 7.067371845245361, "learning_rate": 8.966766701456177e-05, "loss": 1.61, "step": 12 }, { "epoch": 0.16938110749185667, "grad_norm": 9.130725860595703, "learning_rate": 8.759199037394887e-05, "loss": 2.9379, "step": 13 }, { "epoch": 0.18241042345276873, "grad_norm": 7.21467399597168, "learning_rate": 8.535533905932738e-05, "loss": 2.6888, "step": 14 }, { "epoch": 0.19543973941368079, "grad_norm": 3.8242032527923584, "learning_rate": 8.296729075500344e-05, "loss": 2.3183, "step": 15 }, { "epoch": 0.20846905537459284, "grad_norm": 2.006392478942871, "learning_rate": 8.043807145043604e-05, "loss": 2.3413, "step": 16 }, { "epoch": 0.22149837133550487, "grad_norm": 1.9493643045425415, "learning_rate": 7.777851165098012e-05, "loss": 2.1485, "step": 17 }, { "epoch": 0.23452768729641693, "grad_norm": 2.1967434883117676, "learning_rate": 7.500000000000001e-05, "loss": 2.0753, "step": 18 }, { "epoch": 0.247557003257329, "grad_norm": 2.3730552196502686, "learning_rate": 7.211443451095007e-05, "loss": 2.1074, "step": 19 }, { "epoch": 0.26058631921824105, "grad_norm": 2.259002685546875, "learning_rate": 6.91341716182545e-05, "loss": 2.0209, "step": 20 }, { "epoch": 0.2736156351791531, "grad_norm": 1.7629563808441162, "learning_rate": 6.607197326515808e-05, "loss": 1.8868, "step": 21 }, { "epoch": 0.28664495114006516, "grad_norm": 1.8788514137268066, "learning_rate": 6.294095225512603e-05, "loss": 1.8753, "step": 22 }, { "epoch": 0.2996742671009772, "grad_norm": 1.9790754318237305, "learning_rate": 5.9754516100806423e-05, "loss": 1.4624, "step": 23 }, { "epoch": 0.3127035830618892, "grad_norm": 1.9001291990280151, "learning_rate": 5.6526309611002594e-05, "loss": 1.2073, "step": 24 }, { "epoch": 0.3257328990228013, "grad_norm": 7.722370624542236, "learning_rate": 5.327015646150716e-05, "loss": 0.5946, "step": 25 }, { "epoch": 0.3257328990228013, "eval_loss": 1.85377836227417, "eval_runtime": 15.7082, "eval_samples_per_second": 32.913, "eval_steps_per_second": 4.138, "step": 25 }, { "epoch": 0.33876221498371334, "grad_norm": 3.0881364345550537, "learning_rate": 5e-05, "loss": 2.3289, "step": 26 }, { "epoch": 0.3517915309446254, "grad_norm": 2.868217706680298, "learning_rate": 4.6729843538492847e-05, "loss": 2.2265, "step": 27 }, { "epoch": 0.36482084690553745, "grad_norm": 2.419745445251465, "learning_rate": 4.347369038899744e-05, "loss": 1.9786, "step": 28 }, { "epoch": 0.3778501628664495, "grad_norm": 2.326369047164917, "learning_rate": 4.0245483899193595e-05, "loss": 2.0915, "step": 29 }, { "epoch": 0.39087947882736157, "grad_norm": 1.7050875425338745, "learning_rate": 3.705904774487396e-05, "loss": 1.7147, "step": 30 }, { "epoch": 0.40390879478827363, "grad_norm": 1.4443508386611938, "learning_rate": 3.392802673484193e-05, "loss": 1.8553, "step": 31 }, { "epoch": 0.4169381107491857, "grad_norm": 1.584908366203308, "learning_rate": 3.086582838174551e-05, "loss": 1.8206, "step": 32 }, { "epoch": 0.42996742671009774, "grad_norm": 1.7143025398254395, "learning_rate": 2.7885565489049946e-05, "loss": 1.8255, "step": 33 }, { "epoch": 0.44299674267100975, "grad_norm": 1.6111055612564087, "learning_rate": 2.500000000000001e-05, "loss": 1.6737, "step": 34 }, { "epoch": 0.4560260586319218, "grad_norm": 1.8511838912963867, "learning_rate": 2.2221488349019903e-05, "loss": 1.5223, "step": 35 }, { "epoch": 0.46905537459283386, "grad_norm": 2.0485684871673584, "learning_rate": 1.9561928549563968e-05, "loss": 1.4314, "step": 36 }, { "epoch": 0.4820846905537459, "grad_norm": 2.691328525543213, "learning_rate": 1.703270924499656e-05, "loss": 1.1187, "step": 37 }, { "epoch": 0.495114006514658, "grad_norm": 1.681522011756897, "learning_rate": 1.4644660940672627e-05, "loss": 1.8898, "step": 38 }, { "epoch": 0.50814332247557, "grad_norm": 1.448625087738037, "learning_rate": 1.2408009626051137e-05, "loss": 1.9981, "step": 39 }, { "epoch": 0.5211726384364821, "grad_norm": 1.5197402238845825, "learning_rate": 1.0332332985438248e-05, "loss": 1.9404, "step": 40 }, { "epoch": 0.5342019543973942, "grad_norm": 1.4934030771255493, "learning_rate": 8.426519384872733e-06, "loss": 1.8512, "step": 41 }, { "epoch": 0.5472312703583062, "grad_norm": 1.3975049257278442, "learning_rate": 6.698729810778065e-06, "loss": 1.8375, "step": 42 }, { "epoch": 0.5602605863192183, "grad_norm": 1.4014006853103638, "learning_rate": 5.156362923365588e-06, "loss": 1.8908, "step": 43 }, { "epoch": 0.5732899022801303, "grad_norm": 1.4836615324020386, "learning_rate": 3.8060233744356633e-06, "loss": 1.7045, "step": 44 }, { "epoch": 0.5863192182410424, "grad_norm": 1.3463841676712036, "learning_rate": 2.653493525244721e-06, "loss": 1.5498, "step": 45 }, { "epoch": 0.5993485342019544, "grad_norm": 1.5299338102340698, "learning_rate": 1.70370868554659e-06, "loss": 1.615, "step": 46 }, { "epoch": 0.6123778501628665, "grad_norm": 1.717320442199707, "learning_rate": 9.607359798384785e-07, "loss": 1.7706, "step": 47 }, { "epoch": 0.6254071661237784, "grad_norm": 1.6710180044174194, "learning_rate": 4.277569313094809e-07, "loss": 1.3533, "step": 48 }, { "epoch": 0.6384364820846905, "grad_norm": 1.7277498245239258, "learning_rate": 1.0705383806982606e-07, "loss": 1.1741, "step": 49 }, { "epoch": 0.6514657980456026, "grad_norm": 2.389922618865967, "learning_rate": 0.0, "loss": 0.5103, "step": 50 }, { "epoch": 0.6514657980456026, "eval_loss": 1.6362560987472534, "eval_runtime": 15.7084, "eval_samples_per_second": 32.912, "eval_steps_per_second": 4.138, "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 }