| { | |
| "best_metric": 2.271299362182617, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 0.01365280906546522, | |
| "eval_steps": 50, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0002730561813093044, | |
| "grad_norm": 43.446266174316406, | |
| "learning_rate": 1e-05, | |
| "loss": 10.0397, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0002730561813093044, | |
| "eval_loss": 4.238278865814209, | |
| "eval_runtime": 693.1619, | |
| "eval_samples_per_second": 8.898, | |
| "eval_steps_per_second": 2.225, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0005461123626186088, | |
| "grad_norm": 44.35715866088867, | |
| "learning_rate": 2e-05, | |
| "loss": 11.7295, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.0008191685439279131, | |
| "grad_norm": 49.75259017944336, | |
| "learning_rate": 3e-05, | |
| "loss": 11.851, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.0010922247252372176, | |
| "grad_norm": 46.56555938720703, | |
| "learning_rate": 4e-05, | |
| "loss": 11.3896, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.0013652809065465218, | |
| "grad_norm": 40.56822967529297, | |
| "learning_rate": 5e-05, | |
| "loss": 10.777, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.0016383370878558263, | |
| "grad_norm": 29.243772506713867, | |
| "learning_rate": 6e-05, | |
| "loss": 8.8778, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.0019113932691651307, | |
| "grad_norm": 27.35118293762207, | |
| "learning_rate": 7e-05, | |
| "loss": 8.5317, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.0021844494504744353, | |
| "grad_norm": 28.01230239868164, | |
| "learning_rate": 8e-05, | |
| "loss": 8.6976, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.0024575056317837395, | |
| "grad_norm": 24.44605255126953, | |
| "learning_rate": 9e-05, | |
| "loss": 9.1925, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.0027305618130930437, | |
| "grad_norm": 25.969579696655273, | |
| "learning_rate": 0.0001, | |
| "loss": 8.022, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.0030036179944023483, | |
| "grad_norm": 27.08025550842285, | |
| "learning_rate": 9.999316524962345e-05, | |
| "loss": 9.1533, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.0032766741757116525, | |
| "grad_norm": 18.790332794189453, | |
| "learning_rate": 9.997266286704631e-05, | |
| "loss": 7.5891, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.003549730357020957, | |
| "grad_norm": 23.858049392700195, | |
| "learning_rate": 9.993849845741524e-05, | |
| "loss": 9.0651, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.0038227865383302613, | |
| "grad_norm": 20.80962562561035, | |
| "learning_rate": 9.989068136093873e-05, | |
| "loss": 7.7469, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.0040958427196395655, | |
| "grad_norm": 21.938926696777344, | |
| "learning_rate": 9.98292246503335e-05, | |
| "loss": 8.5726, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.004368898900948871, | |
| "grad_norm": 19.670955657958984, | |
| "learning_rate": 9.975414512725057e-05, | |
| "loss": 7.9194, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.004641955082258175, | |
| "grad_norm": 21.373003005981445, | |
| "learning_rate": 9.966546331768191e-05, | |
| "loss": 8.5548, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.004915011263567479, | |
| "grad_norm": 21.677001953125, | |
| "learning_rate": 9.956320346634876e-05, | |
| "loss": 7.7842, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.005188067444876783, | |
| "grad_norm": 21.132835388183594, | |
| "learning_rate": 9.944739353007344e-05, | |
| "loss": 9.1783, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.005461123626186087, | |
| "grad_norm": 19.698659896850586, | |
| "learning_rate": 9.931806517013612e-05, | |
| "loss": 7.6789, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.0057341798074953924, | |
| "grad_norm": 26.263071060180664, | |
| "learning_rate": 9.917525374361912e-05, | |
| "loss": 8.8006, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.006007235988804697, | |
| "grad_norm": 19.799365997314453, | |
| "learning_rate": 9.901899829374047e-05, | |
| "loss": 8.5378, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.006280292170114001, | |
| "grad_norm": 25.806068420410156, | |
| "learning_rate": 9.884934153917997e-05, | |
| "loss": 8.5017, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.006553348351423305, | |
| "grad_norm": 24.34381866455078, | |
| "learning_rate": 9.86663298624003e-05, | |
| "loss": 8.9881, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.00682640453273261, | |
| "grad_norm": 18.999231338500977, | |
| "learning_rate": 9.847001329696653e-05, | |
| "loss": 7.9945, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.007099460714041914, | |
| "grad_norm": 20.11553382873535, | |
| "learning_rate": 9.826044551386744e-05, | |
| "loss": 8.4672, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.0073725168953512185, | |
| "grad_norm": 21.312238693237305, | |
| "learning_rate": 9.803768380684242e-05, | |
| "loss": 8.6953, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.007645573076660523, | |
| "grad_norm": 31.490800857543945, | |
| "learning_rate": 9.780178907671789e-05, | |
| "loss": 9.7065, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.007918629257969828, | |
| "grad_norm": 20.707792282104492, | |
| "learning_rate": 9.755282581475769e-05, | |
| "loss": 8.5876, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.008191685439279131, | |
| "grad_norm": 19.695018768310547, | |
| "learning_rate": 9.729086208503174e-05, | |
| "loss": 8.0395, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.008464741620588436, | |
| "grad_norm": 21.563302993774414, | |
| "learning_rate": 9.701596950580806e-05, | |
| "loss": 7.869, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.008737797801897741, | |
| "grad_norm": 25.480226516723633, | |
| "learning_rate": 9.672822322997305e-05, | |
| "loss": 8.0559, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.009010853983207045, | |
| "grad_norm": 23.27593231201172, | |
| "learning_rate": 9.642770192448536e-05, | |
| "loss": 8.9705, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.00928391016451635, | |
| "grad_norm": 22.600749969482422, | |
| "learning_rate": 9.611448774886924e-05, | |
| "loss": 8.3754, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.009556966345825653, | |
| "grad_norm": 24.033321380615234, | |
| "learning_rate": 9.578866633275288e-05, | |
| "loss": 9.4395, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.009830022527134958, | |
| "grad_norm": 25.064741134643555, | |
| "learning_rate": 9.545032675245813e-05, | |
| "loss": 8.8034, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.010103078708444263, | |
| "grad_norm": 28.80820083618164, | |
| "learning_rate": 9.509956150664796e-05, | |
| "loss": 8.2912, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.010376134889753566, | |
| "grad_norm": 29.365997314453125, | |
| "learning_rate": 9.473646649103818e-05, | |
| "loss": 7.6412, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.010649191071062871, | |
| "grad_norm": 22.005088806152344, | |
| "learning_rate": 9.43611409721806e-05, | |
| "loss": 8.3727, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.010922247252372175, | |
| "grad_norm": 22.131328582763672, | |
| "learning_rate": 9.397368756032445e-05, | |
| "loss": 7.4845, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.01119530343368148, | |
| "grad_norm": 26.777101516723633, | |
| "learning_rate": 9.357421218136386e-05, | |
| "loss": 8.6799, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.011468359614990785, | |
| "grad_norm": 27.420764923095703, | |
| "learning_rate": 9.316282404787871e-05, | |
| "loss": 8.6992, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.011741415796300088, | |
| "grad_norm": 27.803956985473633, | |
| "learning_rate": 9.273963562927695e-05, | |
| "loss": 9.0848, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.012014471977609393, | |
| "grad_norm": 32.42679214477539, | |
| "learning_rate": 9.230476262104677e-05, | |
| "loss": 10.5448, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.012287528158918698, | |
| "grad_norm": 28.605180740356445, | |
| "learning_rate": 9.185832391312644e-05, | |
| "loss": 8.5635, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.012560584340228002, | |
| "grad_norm": 28.457530975341797, | |
| "learning_rate": 9.140044155740101e-05, | |
| "loss": 9.0221, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.012833640521537307, | |
| "grad_norm": 24.8094425201416, | |
| "learning_rate": 9.093124073433463e-05, | |
| "loss": 7.0862, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.01310669670284661, | |
| "grad_norm": 30.082542419433594, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 8.431, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.013379752884155915, | |
| "grad_norm": 26.035165786743164, | |
| "learning_rate": 8.995939984474624e-05, | |
| "loss": 8.7725, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.01365280906546522, | |
| "grad_norm": 48.76018142700195, | |
| "learning_rate": 8.945702546981969e-05, | |
| "loss": 10.7992, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.01365280906546522, | |
| "eval_loss": 2.271299362182617, | |
| "eval_runtime": 698.4085, | |
| "eval_samples_per_second": 8.832, | |
| "eval_steps_per_second": 2.208, | |
| "step": 50 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 200, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 50, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 5, | |
| "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": 7.15499004493824e+16, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |