{ "best_metric": 0.6460928320884705, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.06207806316442927, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0012415612632885853, "grad_norm": 0.4326339662075043, "learning_rate": 5e-05, "loss": 0.9528, "step": 1 }, { "epoch": 0.0012415612632885853, "eval_loss": 0.8670604228973389, "eval_runtime": 86.7004, "eval_samples_per_second": 62.583, "eval_steps_per_second": 7.832, "step": 1 }, { "epoch": 0.0024831225265771707, "grad_norm": 0.31606096029281616, "learning_rate": 0.0001, "loss": 0.8354, "step": 2 }, { "epoch": 0.003724683789865756, "grad_norm": 0.34394755959510803, "learning_rate": 9.989294616193017e-05, "loss": 0.8952, "step": 3 }, { "epoch": 0.004966245053154341, "grad_norm": 0.2672635614871979, "learning_rate": 9.957224306869053e-05, "loss": 0.8739, "step": 4 }, { "epoch": 0.006207806316442927, "grad_norm": 0.245578333735466, "learning_rate": 9.903926402016153e-05, "loss": 0.8213, "step": 5 }, { "epoch": 0.007449367579731512, "grad_norm": 0.2544446289539337, "learning_rate": 9.829629131445342e-05, "loss": 0.828, "step": 6 }, { "epoch": 0.008690928843020097, "grad_norm": 0.26478007435798645, "learning_rate": 9.73465064747553e-05, "loss": 0.7942, "step": 7 }, { "epoch": 0.009932490106308683, "grad_norm": 0.27469292283058167, "learning_rate": 9.619397662556435e-05, "loss": 0.8026, "step": 8 }, { "epoch": 0.011174051369597269, "grad_norm": 0.2647610008716583, "learning_rate": 9.484363707663442e-05, "loss": 0.7335, "step": 9 }, { "epoch": 0.012415612632885854, "grad_norm": 0.25258561968803406, "learning_rate": 9.330127018922194e-05, "loss": 0.7, "step": 10 }, { "epoch": 0.01365717389617444, "grad_norm": 0.2425445020198822, "learning_rate": 9.157348061512727e-05, "loss": 0.6056, "step": 11 }, { "epoch": 0.014898735159463024, "grad_norm": 0.2843758165836334, "learning_rate": 8.966766701456177e-05, "loss": 0.5097, "step": 12 }, { "epoch": 0.01614029642275161, "grad_norm": 0.5850368738174438, "learning_rate": 8.759199037394887e-05, "loss": 0.894, "step": 13 }, { "epoch": 0.017381857686040194, "grad_norm": 0.2032504379749298, "learning_rate": 8.535533905932738e-05, "loss": 0.6675, "step": 14 }, { "epoch": 0.01862341894932878, "grad_norm": 0.1841326802968979, "learning_rate": 8.296729075500344e-05, "loss": 0.6916, "step": 15 }, { "epoch": 0.019864980212617366, "grad_norm": 0.1865765005350113, "learning_rate": 8.043807145043604e-05, "loss": 0.7363, "step": 16 }, { "epoch": 0.021106541475905953, "grad_norm": 0.17130893468856812, "learning_rate": 7.777851165098012e-05, "loss": 0.6748, "step": 17 }, { "epoch": 0.022348102739194537, "grad_norm": 0.18940648436546326, "learning_rate": 7.500000000000001e-05, "loss": 0.7294, "step": 18 }, { "epoch": 0.02358966400248312, "grad_norm": 0.18071648478507996, "learning_rate": 7.211443451095007e-05, "loss": 0.6936, "step": 19 }, { "epoch": 0.02483122526577171, "grad_norm": 0.18491078913211823, "learning_rate": 6.91341716182545e-05, "loss": 0.7372, "step": 20 }, { "epoch": 0.026072786529060293, "grad_norm": 0.17880083620548248, "learning_rate": 6.607197326515808e-05, "loss": 0.7103, "step": 21 }, { "epoch": 0.02731434779234888, "grad_norm": 0.16440188884735107, "learning_rate": 6.294095225512603e-05, "loss": 0.6136, "step": 22 }, { "epoch": 0.028555909055637464, "grad_norm": 0.17268064618110657, "learning_rate": 5.9754516100806423e-05, "loss": 0.6092, "step": 23 }, { "epoch": 0.02979747031892605, "grad_norm": 0.17315348982810974, "learning_rate": 5.6526309611002594e-05, "loss": 0.4767, "step": 24 }, { "epoch": 0.031039031582214636, "grad_norm": 0.23280172049999237, "learning_rate": 5.327015646150716e-05, "loss": 0.3756, "step": 25 }, { "epoch": 0.031039031582214636, "eval_loss": 0.6583801507949829, "eval_runtime": 85.9422, "eval_samples_per_second": 63.135, "eval_steps_per_second": 7.901, "step": 25 }, { "epoch": 0.03228059284550322, "grad_norm": 0.2256009429693222, "learning_rate": 5e-05, "loss": 0.7063, "step": 26 }, { "epoch": 0.03352215410879181, "grad_norm": 0.15308834612369537, "learning_rate": 4.6729843538492847e-05, "loss": 0.6823, "step": 27 }, { "epoch": 0.03476371537208039, "grad_norm": 0.14822077751159668, "learning_rate": 4.347369038899744e-05, "loss": 0.6787, "step": 28 }, { "epoch": 0.036005276635368975, "grad_norm": 0.15348833799362183, "learning_rate": 4.0245483899193595e-05, "loss": 0.7401, "step": 29 }, { "epoch": 0.03724683789865756, "grad_norm": 0.15910352766513824, "learning_rate": 3.705904774487396e-05, "loss": 0.7295, "step": 30 }, { "epoch": 0.03848839916194615, "grad_norm": 0.14045007526874542, "learning_rate": 3.392802673484193e-05, "loss": 0.6509, "step": 31 }, { "epoch": 0.03972996042523473, "grad_norm": 0.14484994113445282, "learning_rate": 3.086582838174551e-05, "loss": 0.6792, "step": 32 }, { "epoch": 0.04097152168852332, "grad_norm": 0.14491479098796844, "learning_rate": 2.7885565489049946e-05, "loss": 0.6661, "step": 33 }, { "epoch": 0.042213082951811906, "grad_norm": 0.13978998363018036, "learning_rate": 2.500000000000001e-05, "loss": 0.6713, "step": 34 }, { "epoch": 0.04345464421510049, "grad_norm": 0.15529781579971313, "learning_rate": 2.2221488349019903e-05, "loss": 0.6076, "step": 35 }, { "epoch": 0.044696205478389074, "grad_norm": 0.15842097997665405, "learning_rate": 1.9561928549563968e-05, "loss": 0.5237, "step": 36 }, { "epoch": 0.04593776674167766, "grad_norm": 0.1823544204235077, "learning_rate": 1.703270924499656e-05, "loss": 0.4294, "step": 37 }, { "epoch": 0.04717932800496624, "grad_norm": 0.45187708735466003, "learning_rate": 1.4644660940672627e-05, "loss": 0.7899, "step": 38 }, { "epoch": 0.04842088926825483, "grad_norm": 0.1284649819135666, "learning_rate": 1.2408009626051137e-05, "loss": 0.6492, "step": 39 }, { "epoch": 0.04966245053154342, "grad_norm": 0.13667044043540955, "learning_rate": 1.0332332985438248e-05, "loss": 0.7075, "step": 40 }, { "epoch": 0.050904011794832, "grad_norm": 0.1311858743429184, "learning_rate": 8.426519384872733e-06, "loss": 0.7165, "step": 41 }, { "epoch": 0.052145573058120585, "grad_norm": 0.13079705834388733, "learning_rate": 6.698729810778065e-06, "loss": 0.7097, "step": 42 }, { "epoch": 0.05338713432140917, "grad_norm": 0.13603699207305908, "learning_rate": 5.156362923365588e-06, "loss": 0.6489, "step": 43 }, { "epoch": 0.05462869558469776, "grad_norm": 0.1422751545906067, "learning_rate": 3.8060233744356633e-06, "loss": 0.6811, "step": 44 }, { "epoch": 0.05587025684798634, "grad_norm": 0.13295882940292358, "learning_rate": 2.653493525244721e-06, "loss": 0.6908, "step": 45 }, { "epoch": 0.05711181811127493, "grad_norm": 0.1368282288312912, "learning_rate": 1.70370868554659e-06, "loss": 0.6654, "step": 46 }, { "epoch": 0.058353379374563516, "grad_norm": 0.14943842589855194, "learning_rate": 9.607359798384785e-07, "loss": 0.6069, "step": 47 }, { "epoch": 0.0595949406378521, "grad_norm": 0.1544649749994278, "learning_rate": 4.277569313094809e-07, "loss": 0.5667, "step": 48 }, { "epoch": 0.060836501901140684, "grad_norm": 0.16153788566589355, "learning_rate": 1.0705383806982606e-07, "loss": 0.4583, "step": 49 }, { "epoch": 0.06207806316442927, "grad_norm": 0.22390557825565338, "learning_rate": 0.0, "loss": 0.3561, "step": 50 }, { "epoch": 0.06207806316442927, "eval_loss": 0.6460928320884705, "eval_runtime": 86.0243, "eval_samples_per_second": 63.075, "eval_steps_per_second": 7.893, "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": 8.42792324479058e+16, "train_batch_size": 2, "trial_name": null, "trial_params": null }