{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 1.0, "eval_steps": 500, "global_step": 908, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "entropy": 1.9013997074961662, "epoch": 0.027559597629874606, "grad_norm": 0.04541015625, "learning_rate": 0.00017142857142857143, "loss": 2.106939239501953, "mean_token_accuracy": 0.5557776354253292, "num_tokens": 140963.0, "step": 25 }, { "entropy": 1.7775965774059295, "epoch": 0.05511919525974921, "grad_norm": 0.06103515625, "learning_rate": 0.0001997191078685512, "loss": 1.7464599609375, "mean_token_accuracy": 0.6121900254487991, "num_tokens": 284944.0, "step": 50 }, { "entropy": 1.6929514452815055, "epoch": 0.0826787928896238, "grad_norm": 0.091796875, "learning_rate": 0.00019865462348631944, "loss": 1.6511944580078124, "mean_token_accuracy": 0.6266605603694916, "num_tokens": 425136.0, "step": 75 }, { "entropy": 1.5028782638907432, "epoch": 0.11023839051949842, "grad_norm": 0.10595703125, "learning_rate": 0.00019680482470453816, "loss": 1.4662600708007814, "mean_token_accuracy": 0.659810485392809, "num_tokens": 567966.0, "step": 100 }, { "entropy": 1.4264089419692754, "epoch": 0.13779798814937302, "grad_norm": 0.1103515625, "learning_rate": 0.00019418443636395248, "loss": 1.4101972961425782, "mean_token_accuracy": 0.6815375398099422, "num_tokens": 706204.0, "step": 125 }, { "entropy": 1.1659171215072275, "epoch": 0.1653575857792476, "grad_norm": 0.09912109375, "learning_rate": 0.00019081431738250814, "loss": 1.1057415008544922, "mean_token_accuracy": 0.7461765056848526, "num_tokens": 851807.0, "step": 150 }, { "entropy": 1.1612900688499213, "epoch": 0.19291718340912223, "grad_norm": 0.1044921875, "learning_rate": 0.00018672129471337568, "loss": 1.1313108062744142, "mean_token_accuracy": 0.7447272512316704, "num_tokens": 998421.0, "step": 175 }, { "entropy": 1.0649858928844333, "epoch": 0.22047678103899684, "grad_norm": 0.11328125, "learning_rate": 0.00018193794979598656, "loss": 1.0393009185791016, "mean_token_accuracy": 0.763860610127449, "num_tokens": 1141761.0, "step": 200 }, { "entropy": 0.8765474074520171, "epoch": 0.24803637866887143, "grad_norm": 0.10205078125, "learning_rate": 0.00017650235919998232, "loss": 0.8135224914550782, "mean_token_accuracy": 0.807485072016716, "num_tokens": 1286611.0, "step": 225 }, { "entropy": 0.8536889077164233, "epoch": 0.27559597629874605, "grad_norm": 0.083984375, "learning_rate": 0.00017045779152661297, "loss": 0.8201860809326171, "mean_token_accuracy": 0.8146287898719311, "num_tokens": 1428015.0, "step": 250 }, { "entropy": 0.8703145318105817, "epoch": 0.30315557392862064, "grad_norm": 0.09765625, "learning_rate": 0.00016385236298032183, "loss": 0.815809326171875, "mean_token_accuracy": 0.8103299827873707, "num_tokens": 1574815.0, "step": 275 }, { "entropy": 0.8991702864505351, "epoch": 0.3307151715584952, "grad_norm": 0.091796875, "learning_rate": 0.00015673865435224962, "loss": 0.8489224243164063, "mean_token_accuracy": 0.8056490634381771, "num_tokens": 1717330.0, "step": 300 }, { "entropy": 0.7706374152004719, "epoch": 0.35827476918836987, "grad_norm": 0.0732421875, "learning_rate": 0.0001491732924645604, "loss": 0.7274211883544922, "mean_token_accuracy": 0.8297103045880795, "num_tokens": 1859716.0, "step": 325 }, { "entropy": 0.7342993662878871, "epoch": 0.38583436681824446, "grad_norm": 0.0791015625, "learning_rate": 0.00014121649940739301, "loss": 0.7029119110107422, "mean_token_accuracy": 0.8427872517704964, "num_tokens": 2005201.0, "step": 350 }, { "entropy": 0.7452906335704028, "epoch": 0.41339396444811904, "grad_norm": 0.1279296875, "learning_rate": 0.00013293161315661931, "loss": 0.7123774719238282, "mean_token_accuracy": 0.8400052092969418, "num_tokens": 2143419.0, "step": 375 }, { "entropy": 0.6938006362970919, "epoch": 0.4409535620779937, "grad_norm": 0.1181640625, "learning_rate": 0.00012438458338840706, "loss": 0.6549488830566407, "mean_token_accuracy": 0.8493785254657269, "num_tokens": 2288125.0, "step": 400 }, { "entropy": 0.7443565137218684, "epoch": 0.4685131597078683, "grad_norm": 0.08203125, "learning_rate": 0.0001156434465040231, "loss": 0.6924254608154297, "mean_token_accuracy": 0.8412553237378597, "num_tokens": 2431404.0, "step": 425 }, { "entropy": 0.645295873908326, "epoch": 0.49607275733774286, "grad_norm": 0.055419921875, "learning_rate": 0.00010677778404380643, "loss": 0.6191695022583008, "mean_token_accuracy": 0.8578527195751667, "num_tokens": 2571370.0, "step": 450 }, { "entropy": 0.6608448463864625, "epoch": 0.5236323549676175, "grad_norm": 0.053955078125, "learning_rate": 9.78581688014642e-05, "loss": 0.6262045669555664, "mean_token_accuracy": 0.856816074848175, "num_tokens": 2714312.0, "step": 475 }, { "entropy": 0.5949629322066903, "epoch": 0.5511919525974921, "grad_norm": 0.08251953125, "learning_rate": 8.895560304775387e-05, "loss": 0.54037109375, "mean_token_accuracy": 0.8706019401550293, "num_tokens": 2850910.0, "step": 500 }, { "entropy": 0.7224912867229432, "epoch": 0.5787515502273667, "grad_norm": 0.053466796875, "learning_rate": 8.014095333542548e-05, "loss": 0.7142529296875, "mean_token_accuracy": 0.8413439232110977, "num_tokens": 2999359.0, "step": 525 }, { "entropy": 0.7125124373659492, "epoch": 0.6063111478572413, "grad_norm": 0.08740234375, "learning_rate": 7.148438638451144e-05, "loss": 0.6760162353515625, "mean_token_accuracy": 0.8475173614919186, "num_tokens": 3139525.0, "step": 550 }, { "entropy": 0.6205505744647235, "epoch": 0.6338707454871159, "grad_norm": 0.11669921875, "learning_rate": 6.305481053845261e-05, "loss": 0.6042692947387696, "mean_token_accuracy": 0.8661120194196701, "num_tokens": 3283709.0, "step": 575 }, { "entropy": 0.6542045682761818, "epoch": 0.6614303431169904, "grad_norm": 0.055419921875, "learning_rate": 5.4919327237202546e-05, "loss": 0.6398629379272461, "mean_token_accuracy": 0.8612794525921345, "num_tokens": 3427270.0, "step": 600 }, { "entropy": 0.5916300803422928, "epoch": 0.6889899407468651, "grad_norm": 0.09716796875, "learning_rate": 4.714269687371581e-05, "loss": 0.5418794250488281, "mean_token_accuracy": 0.8722360366582871, "num_tokens": 3568256.0, "step": 625 }, { "entropy": 0.5375593125354499, "epoch": 0.7165495383767397, "grad_norm": 0.10693359375, "learning_rate": 3.978682328573063e-05, "loss": 0.5057635116577148, "mean_token_accuracy": 0.8873542912304402, "num_tokens": 3709441.0, "step": 650 }, { "entropy": 0.6055101400800049, "epoch": 0.7441091360066143, "grad_norm": 0.0712890625, "learning_rate": 3.291026098641397e-05, "loss": 0.5837324905395508, "mean_token_accuracy": 0.8686715243756771, "num_tokens": 3858373.0, "step": 675 }, { "entropy": 0.509702676339075, "epoch": 0.7716687336364889, "grad_norm": 0.04150390625, "learning_rate": 2.6567749056431467e-05, "loss": 0.46534008026123047, "mean_token_accuracy": 0.8935040257871151, "num_tokens": 3998452.0, "step": 700 }, { "entropy": 0.6449116668663919, "epoch": 0.7992283312663635, "grad_norm": 0.08203125, "learning_rate": 2.0809775407772503e-05, "loss": 0.5881856155395507, "mean_token_accuracy": 0.8635844677686692, "num_tokens": 4139915.0, "step": 725 }, { "entropy": 0.575501447301358, "epoch": 0.8267879288962381, "grad_norm": 0.056396484375, "learning_rate": 1.5682174887895083e-05, "loss": 0.5590339279174805, "mean_token_accuracy": 0.8768933260440827, "num_tokens": 4282188.0, "step": 750 }, { "entropy": 0.5558508610818536, "epoch": 0.8543475265261127, "grad_norm": 0.07861328125, "learning_rate": 1.122576442337696e-05, "loss": 0.5243261337280274, "mean_token_accuracy": 0.8842477214336395, "num_tokens": 4427400.0, "step": 775 }, { "entropy": 0.688429104378447, "epoch": 0.8819071241559874, "grad_norm": 0.0810546875, "learning_rate": 7.476018107417371e-06, "loss": 0.623744010925293, "mean_token_accuracy": 0.8572955358028412, "num_tokens": 4567225.0, "step": 800 }, { "entropy": 0.5038102147076279, "epoch": 0.909466721785862, "grad_norm": 0.07470703125, "learning_rate": 4.462784817570331e-06, "loss": 0.47533946990966797, "mean_token_accuracy": 0.8936529903113842, "num_tokens": 4709595.0, "step": 825 }, { "entropy": 0.5760456078313291, "epoch": 0.9370263194157366, "grad_norm": 0.0751953125, "learning_rate": 2.2100506115399377e-06, "loss": 0.5174454879760743, "mean_token_accuracy": 0.8788142189383507, "num_tokens": 4853579.0, "step": 850 }, { "entropy": 0.5857030095718802, "epoch": 0.9645859170456111, "grad_norm": 0.10888671875, "learning_rate": 7.357477924239797e-07, "loss": 0.5400792694091797, "mean_token_accuracy": 0.8724570070207119, "num_tokens": 4994351.0, "step": 875 }, { "entropy": 0.47729114089161156, "epoch": 0.9921455146754857, "grad_norm": 0.0498046875, "learning_rate": 5.161216329209184e-08, "loss": 0.4375122833251953, "mean_token_accuracy": 0.9014435681700707, "num_tokens": 5136659.0, "step": 900 } ], "logging_steps": 25, "max_steps": 908, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 2.209155120942981e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }