{ "best_metric": 1.3463674783706665, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.4711425206124853, "eval_steps": 50, "global_step": 75, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.006281900274833137, "grad_norm": 1.037642478942871, "learning_rate": 5e-06, "loss": 2.2468, "step": 1 }, { "epoch": 0.006281900274833137, "eval_loss": 2.3963544368743896, "eval_runtime": 32.6808, "eval_samples_per_second": 16.432, "eval_steps_per_second": 4.131, "step": 1 }, { "epoch": 0.012563800549666274, "grad_norm": 1.0863330364227295, "learning_rate": 1e-05, "loss": 2.3981, "step": 2 }, { "epoch": 0.01884570082449941, "grad_norm": 1.1037417650222778, "learning_rate": 1.5e-05, "loss": 2.3267, "step": 3 }, { "epoch": 0.02512760109933255, "grad_norm": 1.0553061962127686, "learning_rate": 2e-05, "loss": 2.2436, "step": 4 }, { "epoch": 0.031409501374165684, "grad_norm": 1.052477478981018, "learning_rate": 2.5e-05, "loss": 2.367, "step": 5 }, { "epoch": 0.03769140164899882, "grad_norm": 1.0440304279327393, "learning_rate": 3e-05, "loss": 2.3552, "step": 6 }, { "epoch": 0.04397330192383196, "grad_norm": 1.0473334789276123, "learning_rate": 3.5e-05, "loss": 2.1681, "step": 7 }, { "epoch": 0.0502552021986651, "grad_norm": 1.0033868551254272, "learning_rate": 4e-05, "loss": 2.2929, "step": 8 }, { "epoch": 0.05653710247349823, "grad_norm": 1.0094962120056152, "learning_rate": 4.5e-05, "loss": 1.9839, "step": 9 }, { "epoch": 0.06281900274833137, "grad_norm": 0.9697522521018982, "learning_rate": 5e-05, "loss": 2.0231, "step": 10 }, { "epoch": 0.0691009030231645, "grad_norm": 0.8718522787094116, "learning_rate": 5.500000000000001e-05, "loss": 1.9849, "step": 11 }, { "epoch": 0.07538280329799764, "grad_norm": 0.8731445670127869, "learning_rate": 6e-05, "loss": 1.7192, "step": 12 }, { "epoch": 0.08166470357283079, "grad_norm": 0.9176603555679321, "learning_rate": 6.500000000000001e-05, "loss": 1.909, "step": 13 }, { "epoch": 0.08794660384766392, "grad_norm": 0.8371685147285461, "learning_rate": 7e-05, "loss": 1.7724, "step": 14 }, { "epoch": 0.09422850412249706, "grad_norm": 0.8415525555610657, "learning_rate": 7.500000000000001e-05, "loss": 1.7574, "step": 15 }, { "epoch": 0.1005104043973302, "grad_norm": 0.9621779918670654, "learning_rate": 8e-05, "loss": 1.7758, "step": 16 }, { "epoch": 0.10679230467216333, "grad_norm": 0.7966982126235962, "learning_rate": 8.5e-05, "loss": 1.5015, "step": 17 }, { "epoch": 0.11307420494699646, "grad_norm": 0.8985989689826965, "learning_rate": 9e-05, "loss": 1.5494, "step": 18 }, { "epoch": 0.1193561052218296, "grad_norm": 1.0344613790512085, "learning_rate": 9.5e-05, "loss": 1.588, "step": 19 }, { "epoch": 0.12563800549666274, "grad_norm": 1.0213881731033325, "learning_rate": 0.0001, "loss": 1.4406, "step": 20 }, { "epoch": 0.13191990577149587, "grad_norm": 0.8588016629219055, "learning_rate": 9.991845519630678e-05, "loss": 1.5676, "step": 21 }, { "epoch": 0.138201806046329, "grad_norm": 0.7644623517990112, "learning_rate": 9.967408676742751e-05, "loss": 1.4261, "step": 22 }, { "epoch": 0.14448370632116214, "grad_norm": 0.7431595921516418, "learning_rate": 9.926769179238466e-05, "loss": 1.4965, "step": 23 }, { "epoch": 0.15076560659599528, "grad_norm": 0.7623801231384277, "learning_rate": 9.870059584711668e-05, "loss": 1.6151, "step": 24 }, { "epoch": 0.1570475068708284, "grad_norm": 0.7178940176963806, "learning_rate": 9.797464868072488e-05, "loss": 1.4764, "step": 25 }, { "epoch": 0.16332940714566158, "grad_norm": 0.7043237686157227, "learning_rate": 9.709221818197624e-05, "loss": 1.5826, "step": 26 }, { "epoch": 0.1696113074204947, "grad_norm": 0.6355712413787842, "learning_rate": 9.60561826557425e-05, "loss": 1.4794, "step": 27 }, { "epoch": 0.17589320769532785, "grad_norm": 0.6077854037284851, "learning_rate": 9.486992143456792e-05, "loss": 1.3568, "step": 28 }, { "epoch": 0.18217510797016098, "grad_norm": 0.5768811106681824, "learning_rate": 9.353730385598887e-05, "loss": 1.3681, "step": 29 }, { "epoch": 0.18845700824499412, "grad_norm": 0.5613104104995728, "learning_rate": 9.206267664155907e-05, "loss": 1.4133, "step": 30 }, { "epoch": 0.19473890851982725, "grad_norm": 0.5721055865287781, "learning_rate": 9.045084971874738e-05, "loss": 1.4098, "step": 31 }, { "epoch": 0.2010208087946604, "grad_norm": 0.6311193704605103, "learning_rate": 8.870708053195413e-05, "loss": 1.4254, "step": 32 }, { "epoch": 0.20730270906949352, "grad_norm": 0.5429511666297913, "learning_rate": 8.683705689382024e-05, "loss": 1.4064, "step": 33 }, { "epoch": 0.21358460934432666, "grad_norm": 0.5543144941329956, "learning_rate": 8.484687843276469e-05, "loss": 1.4557, "step": 34 }, { "epoch": 0.2198665096191598, "grad_norm": 0.521620512008667, "learning_rate": 8.274303669726426e-05, "loss": 1.3159, "step": 35 }, { "epoch": 0.22614840989399293, "grad_norm": 0.4960021376609802, "learning_rate": 8.053239398177191e-05, "loss": 1.2849, "step": 36 }, { "epoch": 0.23243031016882607, "grad_norm": 0.5216634273529053, "learning_rate": 7.822216094333847e-05, "loss": 1.3142, "step": 37 }, { "epoch": 0.2387122104436592, "grad_norm": 0.5064031481742859, "learning_rate": 7.58198730819481e-05, "loss": 1.2846, "step": 38 }, { "epoch": 0.24499411071849234, "grad_norm": 0.5212217569351196, "learning_rate": 7.333336616128369e-05, "loss": 1.4381, "step": 39 }, { "epoch": 0.25127601099332547, "grad_norm": 0.5218945145606995, "learning_rate": 7.077075065009433e-05, "loss": 1.3367, "step": 40 }, { "epoch": 0.25755791126815863, "grad_norm": 0.5242222547531128, "learning_rate": 6.814038526753205e-05, "loss": 1.3794, "step": 41 }, { "epoch": 0.26383981154299174, "grad_norm": 0.486794650554657, "learning_rate": 6.545084971874738e-05, "loss": 1.2687, "step": 42 }, { "epoch": 0.2701217118178249, "grad_norm": 0.5205053687095642, "learning_rate": 6.271091670967436e-05, "loss": 1.3569, "step": 43 }, { "epoch": 0.276403612092658, "grad_norm": 0.544700026512146, "learning_rate": 5.992952333228728e-05, "loss": 1.2452, "step": 44 }, { "epoch": 0.2826855123674912, "grad_norm": 0.5707914233207703, "learning_rate": 5.7115741913664264e-05, "loss": 1.3934, "step": 45 }, { "epoch": 0.2889674126423243, "grad_norm": 0.5490149259567261, "learning_rate": 5.427875042394199e-05, "loss": 1.3167, "step": 46 }, { "epoch": 0.29524931291715745, "grad_norm": 0.5302465558052063, "learning_rate": 5.142780253968481e-05, "loss": 1.3685, "step": 47 }, { "epoch": 0.30153121319199055, "grad_norm": 0.5523501634597778, "learning_rate": 4.85721974603152e-05, "loss": 1.4518, "step": 48 }, { "epoch": 0.3078131134668237, "grad_norm": 0.5642591714859009, "learning_rate": 4.5721249576058027e-05, "loss": 1.4912, "step": 49 }, { "epoch": 0.3140950137416568, "grad_norm": 0.5464029312133789, "learning_rate": 4.288425808633575e-05, "loss": 1.3089, "step": 50 }, { "epoch": 0.3140950137416568, "eval_loss": 1.3463674783706665, "eval_runtime": 32.641, "eval_samples_per_second": 16.452, "eval_steps_per_second": 4.136, "step": 50 }, { "epoch": 0.32037691401649, "grad_norm": 0.5381672382354736, "learning_rate": 4.007047666771274e-05, "loss": 1.3637, "step": 51 }, { "epoch": 0.32665881429132315, "grad_norm": 0.5182757377624512, "learning_rate": 3.728908329032567e-05, "loss": 1.2958, "step": 52 }, { "epoch": 0.33294071456615626, "grad_norm": 0.5560421347618103, "learning_rate": 3.4549150281252636e-05, "loss": 1.362, "step": 53 }, { "epoch": 0.3392226148409894, "grad_norm": 0.5303387641906738, "learning_rate": 3.1859614732467954e-05, "loss": 1.3819, "step": 54 }, { "epoch": 0.34550451511582253, "grad_norm": 0.5558652877807617, "learning_rate": 2.9229249349905684e-05, "loss": 1.4103, "step": 55 }, { "epoch": 0.3517864153906557, "grad_norm": 0.5830622315406799, "learning_rate": 2.6666633838716314e-05, "loss": 1.3872, "step": 56 }, { "epoch": 0.3580683156654888, "grad_norm": 0.534251868724823, "learning_rate": 2.418012691805191e-05, "loss": 1.2987, "step": 57 }, { "epoch": 0.36435021594032196, "grad_norm": 0.5476053357124329, "learning_rate": 2.1777839056661554e-05, "loss": 1.5308, "step": 58 }, { "epoch": 0.37063211621515507, "grad_norm": 0.5888764262199402, "learning_rate": 1.946760601822809e-05, "loss": 1.3414, "step": 59 }, { "epoch": 0.37691401648998824, "grad_norm": 0.5604611039161682, "learning_rate": 1.725696330273575e-05, "loss": 1.3186, "step": 60 }, { "epoch": 0.38319591676482134, "grad_norm": 0.569729208946228, "learning_rate": 1.5153121567235335e-05, "loss": 1.2864, "step": 61 }, { "epoch": 0.3894778170396545, "grad_norm": 0.5799680948257446, "learning_rate": 1.3162943106179749e-05, "loss": 1.3188, "step": 62 }, { "epoch": 0.3957597173144876, "grad_norm": 0.5320284962654114, "learning_rate": 1.1292919468045877e-05, "loss": 1.3297, "step": 63 }, { "epoch": 0.4020416175893208, "grad_norm": 0.6015669703483582, "learning_rate": 9.549150281252633e-06, "loss": 1.3177, "step": 64 }, { "epoch": 0.4083235178641539, "grad_norm": 0.5521041750907898, "learning_rate": 7.937323358440935e-06, "loss": 1.3842, "step": 65 }, { "epoch": 0.41460541813898705, "grad_norm": 0.5729659199714661, "learning_rate": 6.462696144011149e-06, "loss": 1.4533, "step": 66 }, { "epoch": 0.42088731841382016, "grad_norm": 0.5563532710075378, "learning_rate": 5.13007856543209e-06, "loss": 1.3325, "step": 67 }, { "epoch": 0.4271692186886533, "grad_norm": 0.5714989304542542, "learning_rate": 3.9438173442575e-06, "loss": 1.2834, "step": 68 }, { "epoch": 0.4334511189634865, "grad_norm": 0.5417236685752869, "learning_rate": 2.9077818180237693e-06, "loss": 1.2234, "step": 69 }, { "epoch": 0.4397330192383196, "grad_norm": 0.5344116687774658, "learning_rate": 2.0253513192751373e-06, "loss": 1.3796, "step": 70 }, { "epoch": 0.44601491951315275, "grad_norm": 0.5636404156684875, "learning_rate": 1.2994041528833266e-06, "loss": 1.2578, "step": 71 }, { "epoch": 0.45229681978798586, "grad_norm": 0.5255051255226135, "learning_rate": 7.323082076153509e-07, "loss": 1.2997, "step": 72 }, { "epoch": 0.458578720062819, "grad_norm": 0.5886712074279785, "learning_rate": 3.2591323257248893e-07, "loss": 1.2594, "step": 73 }, { "epoch": 0.46486062033765213, "grad_norm": 0.5472262501716614, "learning_rate": 8.15448036932176e-08, "loss": 1.3018, "step": 74 }, { "epoch": 0.4711425206124853, "grad_norm": 0.5682985782623291, "learning_rate": 0.0, "loss": 1.3637, "step": 75 } ], "logging_steps": 1, "max_steps": 75, "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": true }, "attributes": {} } }, "total_flos": 8.09427046194217e+16, "train_batch_size": 4, "trial_name": null, "trial_params": null }