{ "best_metric": 1.802408218383789, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.27952480782669464, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.005590496156533892, "grad_norm": 3.375347375869751, "learning_rate": 5e-05, "loss": 3.4843, "step": 1 }, { "epoch": 0.005590496156533892, "eval_loss": 3.5440049171447754, "eval_runtime": 79.7068, "eval_samples_per_second": 15.118, "eval_steps_per_second": 1.894, "step": 1 }, { "epoch": 0.011180992313067784, "grad_norm": 3.6230032444000244, "learning_rate": 0.0001, "loss": 3.4947, "step": 2 }, { "epoch": 0.016771488469601678, "grad_norm": 3.5874381065368652, "learning_rate": 9.989294616193017e-05, "loss": 3.3285, "step": 3 }, { "epoch": 0.02236198462613557, "grad_norm": 3.016197443008423, "learning_rate": 9.957224306869053e-05, "loss": 2.7118, "step": 4 }, { "epoch": 0.027952480782669462, "grad_norm": 1.4132294654846191, "learning_rate": 9.903926402016153e-05, "loss": 2.2225, "step": 5 }, { "epoch": 0.033542976939203356, "grad_norm": 0.9763197898864746, "learning_rate": 9.829629131445342e-05, "loss": 2.0212, "step": 6 }, { "epoch": 0.039133473095737246, "grad_norm": 0.6066507697105408, "learning_rate": 9.73465064747553e-05, "loss": 1.974, "step": 7 }, { "epoch": 0.04472396925227114, "grad_norm": 1.3473191261291504, "learning_rate": 9.619397662556435e-05, "loss": 1.9496, "step": 8 }, { "epoch": 0.050314465408805034, "grad_norm": 0.8651624917984009, "learning_rate": 9.484363707663442e-05, "loss": 1.9296, "step": 9 }, { "epoch": 0.055904961565338925, "grad_norm": 1.3660520315170288, "learning_rate": 9.330127018922194e-05, "loss": 1.9349, "step": 10 }, { "epoch": 0.061495457721872815, "grad_norm": 0.7258374691009521, "learning_rate": 9.157348061512727e-05, "loss": 1.9106, "step": 11 }, { "epoch": 0.06708595387840671, "grad_norm": 0.8489522337913513, "learning_rate": 8.966766701456177e-05, "loss": 1.9355, "step": 12 }, { "epoch": 0.0726764500349406, "grad_norm": 0.3361421525478363, "learning_rate": 8.759199037394887e-05, "loss": 1.8979, "step": 13 }, { "epoch": 0.07826694619147449, "grad_norm": 1.4656604528427124, "learning_rate": 8.535533905932738e-05, "loss": 1.9886, "step": 14 }, { "epoch": 0.08385744234800839, "grad_norm": 1.0648608207702637, "learning_rate": 8.296729075500344e-05, "loss": 1.9429, "step": 15 }, { "epoch": 0.08944793850454227, "grad_norm": 0.9452705979347229, "learning_rate": 8.043807145043604e-05, "loss": 1.9267, "step": 16 }, { "epoch": 0.09503843466107617, "grad_norm": 0.555007815361023, "learning_rate": 7.777851165098012e-05, "loss": 1.8837, "step": 17 }, { "epoch": 0.10062893081761007, "grad_norm": 0.937122642993927, "learning_rate": 7.500000000000001e-05, "loss": 1.9098, "step": 18 }, { "epoch": 0.10621942697414395, "grad_norm": 0.6235987544059753, "learning_rate": 7.211443451095007e-05, "loss": 1.8882, "step": 19 }, { "epoch": 0.11180992313067785, "grad_norm": 0.8975427150726318, "learning_rate": 6.91341716182545e-05, "loss": 1.8652, "step": 20 }, { "epoch": 0.11740041928721175, "grad_norm": 0.40991145372390747, "learning_rate": 6.607197326515808e-05, "loss": 1.8333, "step": 21 }, { "epoch": 0.12299091544374563, "grad_norm": 0.3930458426475525, "learning_rate": 6.294095225512603e-05, "loss": 1.8781, "step": 22 }, { "epoch": 0.12858141160027953, "grad_norm": 0.6450754404067993, "learning_rate": 5.9754516100806423e-05, "loss": 1.8845, "step": 23 }, { "epoch": 0.13417190775681342, "grad_norm": 0.3807777762413025, "learning_rate": 5.6526309611002594e-05, "loss": 1.8999, "step": 24 }, { "epoch": 0.13976240391334732, "grad_norm": 0.5022652745246887, "learning_rate": 5.327015646150716e-05, "loss": 1.8782, "step": 25 }, { "epoch": 0.13976240391334732, "eval_loss": 1.8583567142486572, "eval_runtime": 79.619, "eval_samples_per_second": 15.135, "eval_steps_per_second": 1.897, "step": 25 }, { "epoch": 0.1453529000698812, "grad_norm": 1.0631482601165771, "learning_rate": 5e-05, "loss": 1.8831, "step": 26 }, { "epoch": 0.1509433962264151, "grad_norm": 0.5609247088432312, "learning_rate": 4.6729843538492847e-05, "loss": 1.8731, "step": 27 }, { "epoch": 0.15653389238294899, "grad_norm": 0.39559921622276306, "learning_rate": 4.347369038899744e-05, "loss": 1.8558, "step": 28 }, { "epoch": 0.16212438853948288, "grad_norm": 0.47969213128089905, "learning_rate": 4.0245483899193595e-05, "loss": 1.8337, "step": 29 }, { "epoch": 0.16771488469601678, "grad_norm": 0.4855305850505829, "learning_rate": 3.705904774487396e-05, "loss": 1.8349, "step": 30 }, { "epoch": 0.17330538085255065, "grad_norm": 0.2550031542778015, "learning_rate": 3.392802673484193e-05, "loss": 1.8541, "step": 31 }, { "epoch": 0.17889587700908455, "grad_norm": 0.3771445155143738, "learning_rate": 3.086582838174551e-05, "loss": 1.7896, "step": 32 }, { "epoch": 0.18448637316561844, "grad_norm": 0.29389744997024536, "learning_rate": 2.7885565489049946e-05, "loss": 1.8033, "step": 33 }, { "epoch": 0.19007686932215234, "grad_norm": 0.49211373925209045, "learning_rate": 2.500000000000001e-05, "loss": 1.8085, "step": 34 }, { "epoch": 0.19566736547868624, "grad_norm": 0.9361554384231567, "learning_rate": 2.2221488349019903e-05, "loss": 1.7993, "step": 35 }, { "epoch": 0.20125786163522014, "grad_norm": 0.2670358717441559, "learning_rate": 1.9561928549563968e-05, "loss": 1.8468, "step": 36 }, { "epoch": 0.206848357791754, "grad_norm": 0.39633437991142273, "learning_rate": 1.703270924499656e-05, "loss": 1.8736, "step": 37 }, { "epoch": 0.2124388539482879, "grad_norm": 0.8676222562789917, "learning_rate": 1.4644660940672627e-05, "loss": 1.8282, "step": 38 }, { "epoch": 0.2180293501048218, "grad_norm": 0.6907089352607727, "learning_rate": 1.2408009626051137e-05, "loss": 1.8042, "step": 39 }, { "epoch": 0.2236198462613557, "grad_norm": 0.39775529503822327, "learning_rate": 1.0332332985438248e-05, "loss": 1.8102, "step": 40 }, { "epoch": 0.2292103424178896, "grad_norm": 0.6039819717407227, "learning_rate": 8.426519384872733e-06, "loss": 1.8196, "step": 41 }, { "epoch": 0.2348008385744235, "grad_norm": 0.6109508872032166, "learning_rate": 6.698729810778065e-06, "loss": 1.8307, "step": 42 }, { "epoch": 0.24039133473095736, "grad_norm": 0.34840458631515503, "learning_rate": 5.156362923365588e-06, "loss": 1.8035, "step": 43 }, { "epoch": 0.24598183088749126, "grad_norm": 0.37127500772476196, "learning_rate": 3.8060233744356633e-06, "loss": 1.7735, "step": 44 }, { "epoch": 0.25157232704402516, "grad_norm": 0.4650353789329529, "learning_rate": 2.653493525244721e-06, "loss": 1.7549, "step": 45 }, { "epoch": 0.25716282320055905, "grad_norm": 0.6289724707603455, "learning_rate": 1.70370868554659e-06, "loss": 1.7748, "step": 46 }, { "epoch": 0.26275331935709295, "grad_norm": 0.3786230981349945, "learning_rate": 9.607359798384785e-07, "loss": 1.8439, "step": 47 }, { "epoch": 0.26834381551362685, "grad_norm": 0.6821170449256897, "learning_rate": 4.277569313094809e-07, "loss": 1.7976, "step": 48 }, { "epoch": 0.27393431167016075, "grad_norm": 0.3082614541053772, "learning_rate": 1.0705383806982606e-07, "loss": 1.8181, "step": 49 }, { "epoch": 0.27952480782669464, "grad_norm": 0.44825708866119385, "learning_rate": 0.0, "loss": 1.8796, "step": 50 }, { "epoch": 0.27952480782669464, "eval_loss": 1.802408218383789, "eval_runtime": 79.7187, "eval_samples_per_second": 15.116, "eval_steps_per_second": 1.894, "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": 5.259156315439104e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }