{ "best_metric": 0.3918520212173462, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.04747774480712166, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0009495548961424333, "grad_norm": 7.439890384674072, "learning_rate": 5e-05, "loss": 2.5959, "step": 1 }, { "epoch": 0.0009495548961424333, "eval_loss": 4.306151866912842, "eval_runtime": 91.6663, "eval_samples_per_second": 77.4, "eval_steps_per_second": 9.676, "step": 1 }, { "epoch": 0.0018991097922848666, "grad_norm": 11.268596649169922, "learning_rate": 0.0001, "loss": 3.3436, "step": 2 }, { "epoch": 0.0028486646884273, "grad_norm": 7.319098949432373, "learning_rate": 9.989294616193017e-05, "loss": 2.3813, "step": 3 }, { "epoch": 0.003798219584569733, "grad_norm": 5.256196975708008, "learning_rate": 9.957224306869053e-05, "loss": 1.621, "step": 4 }, { "epoch": 0.004747774480712166, "grad_norm": 3.84167218208313, "learning_rate": 9.903926402016153e-05, "loss": 1.0992, "step": 5 }, { "epoch": 0.0056973293768546, "grad_norm": 4.822945594787598, "learning_rate": 9.829629131445342e-05, "loss": 0.9423, "step": 6 }, { "epoch": 0.006646884272997033, "grad_norm": 3.4690985679626465, "learning_rate": 9.73465064747553e-05, "loss": 0.7374, "step": 7 }, { "epoch": 0.007596439169139466, "grad_norm": 1.8934733867645264, "learning_rate": 9.619397662556435e-05, "loss": 0.6049, "step": 8 }, { "epoch": 0.0085459940652819, "grad_norm": 1.8843889236450195, "learning_rate": 9.484363707663442e-05, "loss": 0.626, "step": 9 }, { "epoch": 0.009495548961424332, "grad_norm": 1.7394013404846191, "learning_rate": 9.330127018922194e-05, "loss": 0.5308, "step": 10 }, { "epoch": 0.010445103857566765, "grad_norm": 1.3103629350662231, "learning_rate": 9.157348061512727e-05, "loss": 0.5043, "step": 11 }, { "epoch": 0.0113946587537092, "grad_norm": 1.6745845079421997, "learning_rate": 8.966766701456177e-05, "loss": 0.578, "step": 12 }, { "epoch": 0.012344213649851632, "grad_norm": 1.3612757921218872, "learning_rate": 8.759199037394887e-05, "loss": 0.5118, "step": 13 }, { "epoch": 0.013293768545994065, "grad_norm": 1.4194831848144531, "learning_rate": 8.535533905932738e-05, "loss": 0.5614, "step": 14 }, { "epoch": 0.014243323442136498, "grad_norm": 1.4411664009094238, "learning_rate": 8.296729075500344e-05, "loss": 0.6148, "step": 15 }, { "epoch": 0.015192878338278933, "grad_norm": 1.2932251691818237, "learning_rate": 8.043807145043604e-05, "loss": 0.4638, "step": 16 }, { "epoch": 0.016142433234421365, "grad_norm": 1.1225634813308716, "learning_rate": 7.777851165098012e-05, "loss": 0.5341, "step": 17 }, { "epoch": 0.0170919881305638, "grad_norm": 1.115459680557251, "learning_rate": 7.500000000000001e-05, "loss": 0.5072, "step": 18 }, { "epoch": 0.01804154302670623, "grad_norm": 0.9920904636383057, "learning_rate": 7.211443451095007e-05, "loss": 0.3916, "step": 19 }, { "epoch": 0.018991097922848664, "grad_norm": 1.1311784982681274, "learning_rate": 6.91341716182545e-05, "loss": 0.4748, "step": 20 }, { "epoch": 0.019940652818991097, "grad_norm": 1.0529801845550537, "learning_rate": 6.607197326515808e-05, "loss": 0.4137, "step": 21 }, { "epoch": 0.02089020771513353, "grad_norm": 1.0232025384902954, "learning_rate": 6.294095225512603e-05, "loss": 0.393, "step": 22 }, { "epoch": 0.021839762611275966, "grad_norm": 1.290144681930542, "learning_rate": 5.9754516100806423e-05, "loss": 0.4288, "step": 23 }, { "epoch": 0.0227893175074184, "grad_norm": 1.674687147140503, "learning_rate": 5.6526309611002594e-05, "loss": 0.4732, "step": 24 }, { "epoch": 0.02373887240356083, "grad_norm": 1.3398001194000244, "learning_rate": 5.327015646150716e-05, "loss": 0.4374, "step": 25 }, { "epoch": 0.02373887240356083, "eval_loss": 0.4141256511211395, "eval_runtime": 91.5273, "eval_samples_per_second": 77.518, "eval_steps_per_second": 9.691, "step": 25 }, { "epoch": 0.024688427299703265, "grad_norm": 1.6487070322036743, "learning_rate": 5e-05, "loss": 0.4644, "step": 26 }, { "epoch": 0.025637982195845697, "grad_norm": 1.2411335706710815, "learning_rate": 4.6729843538492847e-05, "loss": 0.4067, "step": 27 }, { "epoch": 0.02658753709198813, "grad_norm": 1.279060959815979, "learning_rate": 4.347369038899744e-05, "loss": 0.4408, "step": 28 }, { "epoch": 0.027537091988130563, "grad_norm": 1.0631486177444458, "learning_rate": 4.0245483899193595e-05, "loss": 0.4941, "step": 29 }, { "epoch": 0.028486646884272996, "grad_norm": 1.0903637409210205, "learning_rate": 3.705904774487396e-05, "loss": 0.4359, "step": 30 }, { "epoch": 0.02943620178041543, "grad_norm": 1.2160718441009521, "learning_rate": 3.392802673484193e-05, "loss": 0.4114, "step": 31 }, { "epoch": 0.030385756676557865, "grad_norm": 1.050797462463379, "learning_rate": 3.086582838174551e-05, "loss": 0.3263, "step": 32 }, { "epoch": 0.031335311572700295, "grad_norm": 1.2560865879058838, "learning_rate": 2.7885565489049946e-05, "loss": 0.4473, "step": 33 }, { "epoch": 0.03228486646884273, "grad_norm": 1.394460678100586, "learning_rate": 2.500000000000001e-05, "loss": 0.495, "step": 34 }, { "epoch": 0.03323442136498516, "grad_norm": 1.2537908554077148, "learning_rate": 2.2221488349019903e-05, "loss": 0.3911, "step": 35 }, { "epoch": 0.0341839762611276, "grad_norm": 1.2269549369812012, "learning_rate": 1.9561928549563968e-05, "loss": 0.4048, "step": 36 }, { "epoch": 0.03513353115727003, "grad_norm": 1.258339524269104, "learning_rate": 1.703270924499656e-05, "loss": 0.4062, "step": 37 }, { "epoch": 0.03608308605341246, "grad_norm": 0.9876959919929504, "learning_rate": 1.4644660940672627e-05, "loss": 0.4156, "step": 38 }, { "epoch": 0.0370326409495549, "grad_norm": 1.1021502017974854, "learning_rate": 1.2408009626051137e-05, "loss": 0.4423, "step": 39 }, { "epoch": 0.03798219584569733, "grad_norm": 1.1865808963775635, "learning_rate": 1.0332332985438248e-05, "loss": 0.3848, "step": 40 }, { "epoch": 0.038931750741839764, "grad_norm": 1.1538034677505493, "learning_rate": 8.426519384872733e-06, "loss": 0.4178, "step": 41 }, { "epoch": 0.039881305637982194, "grad_norm": 1.0449069738388062, "learning_rate": 6.698729810778065e-06, "loss": 0.4413, "step": 42 }, { "epoch": 0.04083086053412463, "grad_norm": 0.9766872525215149, "learning_rate": 5.156362923365588e-06, "loss": 0.4192, "step": 43 }, { "epoch": 0.04178041543026706, "grad_norm": 0.999814510345459, "learning_rate": 3.8060233744356633e-06, "loss": 0.4327, "step": 44 }, { "epoch": 0.042729970326409496, "grad_norm": 1.0226655006408691, "learning_rate": 2.653493525244721e-06, "loss": 0.3489, "step": 45 }, { "epoch": 0.04367952522255193, "grad_norm": 1.0590505599975586, "learning_rate": 1.70370868554659e-06, "loss": 0.4645, "step": 46 }, { "epoch": 0.04462908011869436, "grad_norm": 0.9605615735054016, "learning_rate": 9.607359798384785e-07, "loss": 0.4354, "step": 47 }, { "epoch": 0.0455786350148368, "grad_norm": 1.1913832426071167, "learning_rate": 4.277569313094809e-07, "loss": 0.3582, "step": 48 }, { "epoch": 0.04652818991097923, "grad_norm": 1.1075249910354614, "learning_rate": 1.0705383806982606e-07, "loss": 0.408, "step": 49 }, { "epoch": 0.04747774480712166, "grad_norm": 1.1609270572662354, "learning_rate": 0.0, "loss": 0.4589, "step": 50 }, { "epoch": 0.04747774480712166, "eval_loss": 0.3918520212173462, "eval_runtime": 91.5631, "eval_samples_per_second": 77.488, "eval_steps_per_second": 9.687, "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": 1.589463780163584e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }