{ "best_metric": 4.331421375274658, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.06760753824051381, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0013521507648102764, "grad_norm": 1.8915984630584717, "learning_rate": 5e-05, "loss": 4.5786, "step": 1 }, { "epoch": 0.0013521507648102764, "eval_loss": 5.687441825866699, "eval_runtime": 139.5212, "eval_samples_per_second": 35.715, "eval_steps_per_second": 4.465, "step": 1 }, { "epoch": 0.002704301529620553, "grad_norm": 1.756727933883667, "learning_rate": 0.0001, "loss": 4.9551, "step": 2 }, { "epoch": 0.004056452294430829, "grad_norm": 1.645915150642395, "learning_rate": 9.989294616193017e-05, "loss": 4.9015, "step": 3 }, { "epoch": 0.005408603059241106, "grad_norm": 1.7178233861923218, "learning_rate": 9.957224306869053e-05, "loss": 4.8088, "step": 4 }, { "epoch": 0.006760753824051381, "grad_norm": 1.3679091930389404, "learning_rate": 9.903926402016153e-05, "loss": 4.6121, "step": 5 }, { "epoch": 0.008112904588861658, "grad_norm": 0.87444007396698, "learning_rate": 9.829629131445342e-05, "loss": 4.6138, "step": 6 }, { "epoch": 0.009465055353671934, "grad_norm": 0.8649806380271912, "learning_rate": 9.73465064747553e-05, "loss": 4.6728, "step": 7 }, { "epoch": 0.010817206118482211, "grad_norm": 1.1052812337875366, "learning_rate": 9.619397662556435e-05, "loss": 4.6942, "step": 8 }, { "epoch": 0.012169356883292487, "grad_norm": 1.4397693872451782, "learning_rate": 9.484363707663442e-05, "loss": 4.9553, "step": 9 }, { "epoch": 0.013521507648102763, "grad_norm": 1.3489494323730469, "learning_rate": 9.330127018922194e-05, "loss": 4.9686, "step": 10 }, { "epoch": 0.01487365841291304, "grad_norm": 1.3816546201705933, "learning_rate": 9.157348061512727e-05, "loss": 5.1422, "step": 11 }, { "epoch": 0.016225809177723316, "grad_norm": 1.2895071506500244, "learning_rate": 8.966766701456177e-05, "loss": 5.7468, "step": 12 }, { "epoch": 0.017577959942533593, "grad_norm": 0.36154186725616455, "learning_rate": 8.759199037394887e-05, "loss": 3.7029, "step": 13 }, { "epoch": 0.018930110707343867, "grad_norm": 0.36087360978126526, "learning_rate": 8.535533905932738e-05, "loss": 4.0018, "step": 14 }, { "epoch": 0.020282261472154145, "grad_norm": 0.37742745876312256, "learning_rate": 8.296729075500344e-05, "loss": 4.0517, "step": 15 }, { "epoch": 0.021634412236964422, "grad_norm": 0.5160012245178223, "learning_rate": 8.043807145043604e-05, "loss": 4.0323, "step": 16 }, { "epoch": 0.022986563001774696, "grad_norm": 0.4996909201145172, "learning_rate": 7.777851165098012e-05, "loss": 4.1985, "step": 17 }, { "epoch": 0.024338713766584974, "grad_norm": 0.5520260334014893, "learning_rate": 7.500000000000001e-05, "loss": 4.2072, "step": 18 }, { "epoch": 0.02569086453139525, "grad_norm": 0.6334313750267029, "learning_rate": 7.211443451095007e-05, "loss": 4.1884, "step": 19 }, { "epoch": 0.027043015296205525, "grad_norm": 0.5337988138198853, "learning_rate": 6.91341716182545e-05, "loss": 4.3863, "step": 20 }, { "epoch": 0.028395166061015803, "grad_norm": 0.4783671200275421, "learning_rate": 6.607197326515808e-05, "loss": 4.4568, "step": 21 }, { "epoch": 0.02974731682582608, "grad_norm": 0.4848990738391876, "learning_rate": 6.294095225512603e-05, "loss": 4.5359, "step": 22 }, { "epoch": 0.031099467590636354, "grad_norm": 0.5938157439231873, "learning_rate": 5.9754516100806423e-05, "loss": 4.6106, "step": 23 }, { "epoch": 0.03245161835544663, "grad_norm": 0.8695794343948364, "learning_rate": 5.6526309611002594e-05, "loss": 4.9047, "step": 24 }, { "epoch": 0.033803769120256906, "grad_norm": 1.6180835962295532, "learning_rate": 5.327015646150716e-05, "loss": 5.4973, "step": 25 }, { "epoch": 0.033803769120256906, "eval_loss": 4.454497337341309, "eval_runtime": 139.7567, "eval_samples_per_second": 35.655, "eval_steps_per_second": 4.458, "step": 25 }, { "epoch": 0.03515591988506719, "grad_norm": 0.5346957445144653, "learning_rate": 5e-05, "loss": 3.7734, "step": 26 }, { "epoch": 0.03650807064987746, "grad_norm": 0.48548877239227295, "learning_rate": 4.6729843538492847e-05, "loss": 3.7513, "step": 27 }, { "epoch": 0.037860221414687735, "grad_norm": 0.5325626730918884, "learning_rate": 4.347369038899744e-05, "loss": 3.9249, "step": 28 }, { "epoch": 0.039212372179498016, "grad_norm": 0.559912383556366, "learning_rate": 4.0245483899193595e-05, "loss": 3.9959, "step": 29 }, { "epoch": 0.04056452294430829, "grad_norm": 0.5321981906890869, "learning_rate": 3.705904774487396e-05, "loss": 4.0154, "step": 30 }, { "epoch": 0.041916673709118564, "grad_norm": 0.502756655216217, "learning_rate": 3.392802673484193e-05, "loss": 4.12, "step": 31 }, { "epoch": 0.043268824473928845, "grad_norm": 0.4477120339870453, "learning_rate": 3.086582838174551e-05, "loss": 4.032, "step": 32 }, { "epoch": 0.04462097523873912, "grad_norm": 0.4660121202468872, "learning_rate": 2.7885565489049946e-05, "loss": 4.2817, "step": 33 }, { "epoch": 0.04597312600354939, "grad_norm": 0.42898258566856384, "learning_rate": 2.500000000000001e-05, "loss": 4.3959, "step": 34 }, { "epoch": 0.047325276768359674, "grad_norm": 0.4856753647327423, "learning_rate": 2.2221488349019903e-05, "loss": 4.6094, "step": 35 }, { "epoch": 0.04867742753316995, "grad_norm": 0.5574827194213867, "learning_rate": 1.9561928549563968e-05, "loss": 4.5035, "step": 36 }, { "epoch": 0.05002957829798022, "grad_norm": 0.9172268509864807, "learning_rate": 1.703270924499656e-05, "loss": 4.9945, "step": 37 }, { "epoch": 0.0513817290627905, "grad_norm": 0.2705156207084656, "learning_rate": 1.4644660940672627e-05, "loss": 3.5267, "step": 38 }, { "epoch": 0.05273387982760078, "grad_norm": 0.25495946407318115, "learning_rate": 1.2408009626051137e-05, "loss": 3.8079, "step": 39 }, { "epoch": 0.05408603059241105, "grad_norm": 0.258202463388443, "learning_rate": 1.0332332985438248e-05, "loss": 3.8776, "step": 40 }, { "epoch": 0.05543818135722133, "grad_norm": 0.2978667616844177, "learning_rate": 8.426519384872733e-06, "loss": 3.9657, "step": 41 }, { "epoch": 0.056790332122031606, "grad_norm": 0.3443995416164398, "learning_rate": 6.698729810778065e-06, "loss": 4.0358, "step": 42 }, { "epoch": 0.05814248288684188, "grad_norm": 0.325653612613678, "learning_rate": 5.156362923365588e-06, "loss": 4.0879, "step": 43 }, { "epoch": 0.05949463365165216, "grad_norm": 0.37084466218948364, "learning_rate": 3.8060233744356633e-06, "loss": 4.1399, "step": 44 }, { "epoch": 0.060846784416462435, "grad_norm": 0.3950638771057129, "learning_rate": 2.653493525244721e-06, "loss": 4.1623, "step": 45 }, { "epoch": 0.06219893518127271, "grad_norm": 0.4259364902973175, "learning_rate": 1.70370868554659e-06, "loss": 4.2288, "step": 46 }, { "epoch": 0.06355108594608298, "grad_norm": 0.5128974914550781, "learning_rate": 9.607359798384785e-07, "loss": 4.3181, "step": 47 }, { "epoch": 0.06490323671089326, "grad_norm": 0.5414010882377625, "learning_rate": 4.277569313094809e-07, "loss": 4.408, "step": 48 }, { "epoch": 0.06625538747570354, "grad_norm": 0.7349984049797058, "learning_rate": 1.0705383806982606e-07, "loss": 4.7669, "step": 49 }, { "epoch": 0.06760753824051381, "grad_norm": 1.0795515775680542, "learning_rate": 0.0, "loss": 5.1084, "step": 50 }, { "epoch": 0.06760753824051381, "eval_loss": 4.331421375274658, "eval_runtime": 139.8916, "eval_samples_per_second": 35.62, "eval_steps_per_second": 4.453, "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": 5.6433905536650445e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }