{ "best_metric": 0.10144082456827164, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.37418147801683815, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.007483629560336763, "grad_norm": 2668.53466796875, "learning_rate": 5e-05, "loss": 4.3827, "step": 1 }, { "epoch": 0.007483629560336763, "eval_loss": 4.760346412658691, "eval_runtime": 26.3843, "eval_samples_per_second": 34.149, "eval_steps_per_second": 4.283, "step": 1 }, { "epoch": 0.014967259120673527, "grad_norm": 2783.445068359375, "learning_rate": 0.0001, "loss": 4.4899, "step": 2 }, { "epoch": 0.02245088868101029, "grad_norm": 394.49444580078125, "learning_rate": 9.989294616193017e-05, "loss": 2.1667, "step": 3 }, { "epoch": 0.029934518241347054, "grad_norm": 595.1309814453125, "learning_rate": 9.957224306869053e-05, "loss": 0.8192, "step": 4 }, { "epoch": 0.037418147801683815, "grad_norm": 505.4878845214844, "learning_rate": 9.903926402016153e-05, "loss": 0.5339, "step": 5 }, { "epoch": 0.04490177736202058, "grad_norm": 969.9791259765625, "learning_rate": 9.829629131445342e-05, "loss": 0.5082, "step": 6 }, { "epoch": 0.052385406922357346, "grad_norm": 246.9044189453125, "learning_rate": 9.73465064747553e-05, "loss": 0.1231, "step": 7 }, { "epoch": 0.05986903648269411, "grad_norm": 28.268033981323242, "learning_rate": 9.619397662556435e-05, "loss": 0.0382, "step": 8 }, { "epoch": 0.06735266604303088, "grad_norm": 28.354206085205078, "learning_rate": 9.484363707663442e-05, "loss": 0.0281, "step": 9 }, { "epoch": 0.07483629560336763, "grad_norm": 20.920122146606445, "learning_rate": 9.330127018922194e-05, "loss": 0.0122, "step": 10 }, { "epoch": 0.0823199251637044, "grad_norm": 16.22517204284668, "learning_rate": 9.157348061512727e-05, "loss": 0.0104, "step": 11 }, { "epoch": 0.08980355472404115, "grad_norm": 20.09650421142578, "learning_rate": 8.966766701456177e-05, "loss": 0.0057, "step": 12 }, { "epoch": 0.09728718428437792, "grad_norm": 1341.5556640625, "learning_rate": 8.759199037394887e-05, "loss": 1.342, "step": 13 }, { "epoch": 0.10477081384471469, "grad_norm": 277.5860900878906, "learning_rate": 8.535533905932738e-05, "loss": 0.7457, "step": 14 }, { "epoch": 0.11225444340505145, "grad_norm": 130.9478302001953, "learning_rate": 8.296729075500344e-05, "loss": 0.4444, "step": 15 }, { "epoch": 0.11973807296538821, "grad_norm": 233.44265747070312, "learning_rate": 8.043807145043604e-05, "loss": 0.398, "step": 16 }, { "epoch": 0.12722170252572498, "grad_norm": 54.11774444580078, "learning_rate": 7.777851165098012e-05, "loss": 0.2516, "step": 17 }, { "epoch": 0.13470533208606175, "grad_norm": 24.96857452392578, "learning_rate": 7.500000000000001e-05, "loss": 0.0276, "step": 18 }, { "epoch": 0.1421889616463985, "grad_norm": 26.93854522705078, "learning_rate": 7.211443451095007e-05, "loss": 0.0369, "step": 19 }, { "epoch": 0.14967259120673526, "grad_norm": 16.38790512084961, "learning_rate": 6.91341716182545e-05, "loss": 0.0276, "step": 20 }, { "epoch": 0.15715622076707203, "grad_norm": 23.881519317626953, "learning_rate": 6.607197326515808e-05, "loss": 0.0387, "step": 21 }, { "epoch": 0.1646398503274088, "grad_norm": 30.489585876464844, "learning_rate": 6.294095225512603e-05, "loss": 0.069, "step": 22 }, { "epoch": 0.17212347988774557, "grad_norm": 15.927953720092773, "learning_rate": 5.9754516100806423e-05, "loss": 0.0301, "step": 23 }, { "epoch": 0.1796071094480823, "grad_norm": 553.0681762695312, "learning_rate": 5.6526309611002594e-05, "loss": 0.1495, "step": 24 }, { "epoch": 0.18709073900841908, "grad_norm": 40.822509765625, "learning_rate": 5.327015646150716e-05, "loss": 0.0246, "step": 25 }, { "epoch": 0.18709073900841908, "eval_loss": 0.22793392837047577, "eval_runtime": 26.3513, "eval_samples_per_second": 34.192, "eval_steps_per_second": 4.288, "step": 25 }, { "epoch": 0.19457436856875585, "grad_norm": 88.36663818359375, "learning_rate": 5e-05, "loss": 0.4986, "step": 26 }, { "epoch": 0.20205799812909261, "grad_norm": 71.94731903076172, "learning_rate": 4.6729843538492847e-05, "loss": 0.4428, "step": 27 }, { "epoch": 0.20954162768942938, "grad_norm": 38.94894027709961, "learning_rate": 4.347369038899744e-05, "loss": 0.3858, "step": 28 }, { "epoch": 0.21702525724976612, "grad_norm": 46.135990142822266, "learning_rate": 4.0245483899193595e-05, "loss": 0.3197, "step": 29 }, { "epoch": 0.2245088868101029, "grad_norm": 178.49417114257812, "learning_rate": 3.705904774487396e-05, "loss": 0.1487, "step": 30 }, { "epoch": 0.23199251637043966, "grad_norm": 62.31162643432617, "learning_rate": 3.392802673484193e-05, "loss": 0.0742, "step": 31 }, { "epoch": 0.23947614593077643, "grad_norm": 33.370609283447266, "learning_rate": 3.086582838174551e-05, "loss": 0.0345, "step": 32 }, { "epoch": 0.2469597754911132, "grad_norm": 17.26993751525879, "learning_rate": 2.7885565489049946e-05, "loss": 0.0258, "step": 33 }, { "epoch": 0.25444340505144997, "grad_norm": 14.258871078491211, "learning_rate": 2.500000000000001e-05, "loss": 0.027, "step": 34 }, { "epoch": 0.26192703461178674, "grad_norm": 11.711955070495605, "learning_rate": 2.2221488349019903e-05, "loss": 0.0188, "step": 35 }, { "epoch": 0.2694106641721235, "grad_norm": 14.561089515686035, "learning_rate": 1.9561928549563968e-05, "loss": 0.0255, "step": 36 }, { "epoch": 0.2768942937324602, "grad_norm": 8.522704124450684, "learning_rate": 1.703270924499656e-05, "loss": 0.0103, "step": 37 }, { "epoch": 0.284377923292797, "grad_norm": 665.8914794921875, "learning_rate": 1.4644660940672627e-05, "loss": 0.8397, "step": 38 }, { "epoch": 0.29186155285313375, "grad_norm": 717.4110717773438, "learning_rate": 1.2408009626051137e-05, "loss": 0.8972, "step": 39 }, { "epoch": 0.2993451824134705, "grad_norm": 291.5386047363281, "learning_rate": 1.0332332985438248e-05, "loss": 0.5768, "step": 40 }, { "epoch": 0.3068288119738073, "grad_norm": 176.5371551513672, "learning_rate": 8.426519384872733e-06, "loss": 0.4695, "step": 41 }, { "epoch": 0.31431244153414406, "grad_norm": 60.231441497802734, "learning_rate": 6.698729810778065e-06, "loss": 0.2442, "step": 42 }, { "epoch": 0.32179607109448083, "grad_norm": 14.835460662841797, "learning_rate": 5.156362923365588e-06, "loss": 0.0233, "step": 43 }, { "epoch": 0.3292797006548176, "grad_norm": 6.386807918548584, "learning_rate": 3.8060233744356633e-06, "loss": 0.011, "step": 44 }, { "epoch": 0.33676333021515437, "grad_norm": 10.121891975402832, "learning_rate": 2.653493525244721e-06, "loss": 0.0239, "step": 45 }, { "epoch": 0.34424695977549113, "grad_norm": 11.264687538146973, "learning_rate": 1.70370868554659e-06, "loss": 0.0104, "step": 46 }, { "epoch": 0.3517305893358279, "grad_norm": 7.20819091796875, "learning_rate": 9.607359798384785e-07, "loss": 0.0104, "step": 47 }, { "epoch": 0.3592142188961646, "grad_norm": 9.249587059020996, "learning_rate": 4.277569313094809e-07, "loss": 0.0109, "step": 48 }, { "epoch": 0.3666978484565014, "grad_norm": 19.556489944458008, "learning_rate": 1.0705383806982606e-07, "loss": 0.0141, "step": 49 }, { "epoch": 0.37418147801683815, "grad_norm": 106.16588592529297, "learning_rate": 0.0, "loss": 0.016, "step": 50 }, { "epoch": 0.37418147801683815, "eval_loss": 0.10144082456827164, "eval_runtime": 26.358, "eval_samples_per_second": 34.183, "eval_steps_per_second": 4.287, "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": 5.658027780734976e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }