{ "best_metric": 0.9236457347869873, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 1.941747572815534, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.038834951456310676, "grad_norm": 81.57666778564453, "learning_rate": 5e-05, "loss": 65.2999, "step": 1 }, { "epoch": 0.038834951456310676, "eval_loss": 4.374122142791748, "eval_runtime": 1.0736, "eval_samples_per_second": 46.573, "eval_steps_per_second": 12.109, "step": 1 }, { "epoch": 0.07766990291262135, "grad_norm": 76.71562957763672, "learning_rate": 0.0001, "loss": 67.4241, "step": 2 }, { "epoch": 0.11650485436893204, "grad_norm": 83.1052017211914, "learning_rate": 9.990365154573717e-05, "loss": 65.8555, "step": 3 }, { "epoch": 0.1553398058252427, "grad_norm": 106.08079528808594, "learning_rate": 9.961501876182148e-05, "loss": 60.6198, "step": 4 }, { "epoch": 0.1941747572815534, "grad_norm": 88.97116088867188, "learning_rate": 9.913533761814537e-05, "loss": 39.5446, "step": 5 }, { "epoch": 0.23300970873786409, "grad_norm": 63.881900787353516, "learning_rate": 9.846666218300807e-05, "loss": 26.5183, "step": 6 }, { "epoch": 0.27184466019417475, "grad_norm": 50.206546783447266, "learning_rate": 9.761185582727977e-05, "loss": 22.2245, "step": 7 }, { "epoch": 0.3106796116504854, "grad_norm": 39.16106033325195, "learning_rate": 9.657457896300791e-05, "loss": 21.4471, "step": 8 }, { "epoch": 0.34951456310679613, "grad_norm": 57.89680862426758, "learning_rate": 9.535927336897098e-05, "loss": 21.3461, "step": 9 }, { "epoch": 0.3883495145631068, "grad_norm": 79.03782653808594, "learning_rate": 9.397114317029975e-05, "loss": 21.4476, "step": 10 }, { "epoch": 0.42718446601941745, "grad_norm": 30.68959617614746, "learning_rate": 9.241613255361455e-05, "loss": 20.206, "step": 11 }, { "epoch": 0.46601941747572817, "grad_norm": 26.674922943115234, "learning_rate": 9.070090031310558e-05, "loss": 20.3681, "step": 12 }, { "epoch": 0.5048543689320388, "grad_norm": 21.133214950561523, "learning_rate": 8.883279133655399e-05, "loss": 19.7297, "step": 13 }, { "epoch": 0.5436893203883495, "grad_norm": 25.70758819580078, "learning_rate": 8.681980515339464e-05, "loss": 18.2531, "step": 14 }, { "epoch": 0.5825242718446602, "grad_norm": 29.906238555908203, "learning_rate": 8.467056167950311e-05, "loss": 18.1375, "step": 15 }, { "epoch": 0.6213592233009708, "grad_norm": 20.696022033691406, "learning_rate": 8.239426430539243e-05, "loss": 19.0771, "step": 16 }, { "epoch": 0.6601941747572816, "grad_norm": 17.145883560180664, "learning_rate": 8.000066048588211e-05, "loss": 17.3158, "step": 17 }, { "epoch": 0.6990291262135923, "grad_norm": 9.157857894897461, "learning_rate": 7.75e-05, "loss": 18.6342, "step": 18 }, { "epoch": 0.7378640776699029, "grad_norm": 20.948427200317383, "learning_rate": 7.490299105985507e-05, "loss": 18.246, "step": 19 }, { "epoch": 0.7766990291262136, "grad_norm": 33.383487701416016, "learning_rate": 7.222075445642904e-05, "loss": 15.1743, "step": 20 }, { "epoch": 0.8155339805825242, "grad_norm": 15.724166870117188, "learning_rate": 6.946477593864228e-05, "loss": 16.3248, "step": 21 }, { "epoch": 0.8543689320388349, "grad_norm": 16.168956756591797, "learning_rate": 6.664685702961344e-05, "loss": 17.2484, "step": 22 }, { "epoch": 0.8932038834951457, "grad_norm": 13.848753929138184, "learning_rate": 6.377906449072578e-05, "loss": 15.4465, "step": 23 }, { "epoch": 0.9320388349514563, "grad_norm": 9.256131172180176, "learning_rate": 6.087367864990233e-05, "loss": 18.5114, "step": 24 }, { "epoch": 0.970873786407767, "grad_norm": 13.819438934326172, "learning_rate": 5.794314081535644e-05, "loss": 17.9887, "step": 25 }, { "epoch": 0.970873786407767, "eval_loss": 0.9972949028015137, "eval_runtime": 1.0585, "eval_samples_per_second": 47.238, "eval_steps_per_second": 12.282, "step": 25 }, { "epoch": 1.0097087378640777, "grad_norm": 25.719419479370117, "learning_rate": 5.500000000000001e-05, "loss": 16.4112, "step": 26 }, { "epoch": 1.0485436893203883, "grad_norm": 29.739490509033203, "learning_rate": 5.205685918464356e-05, "loss": 13.7014, "step": 27 }, { "epoch": 1.087378640776699, "grad_norm": 34.622406005859375, "learning_rate": 4.912632135009769e-05, "loss": 14.9217, "step": 28 }, { "epoch": 1.1262135922330097, "grad_norm": 30.102741241455078, "learning_rate": 4.6220935509274235e-05, "loss": 17.4172, "step": 29 }, { "epoch": 1.1650485436893203, "grad_norm": 11.93884563446045, "learning_rate": 4.3353142970386564e-05, "loss": 14.4702, "step": 30 }, { "epoch": 1.203883495145631, "grad_norm": 6.051325798034668, "learning_rate": 4.053522406135775e-05, "loss": 18.1343, "step": 31 }, { "epoch": 1.2427184466019416, "grad_norm": 21.685884475708008, "learning_rate": 3.777924554357096e-05, "loss": 18.9043, "step": 32 }, { "epoch": 1.2815533980582523, "grad_norm": 103.92913055419922, "learning_rate": 3.509700894014496e-05, "loss": 17.5716, "step": 33 }, { "epoch": 1.3203883495145632, "grad_norm": 41.143226623535156, "learning_rate": 3.250000000000001e-05, "loss": 16.5813, "step": 34 }, { "epoch": 1.3592233009708738, "grad_norm": 13.322393417358398, "learning_rate": 2.9999339514117912e-05, "loss": 17.0534, "step": 35 }, { "epoch": 1.3980582524271845, "grad_norm": 26.480480194091797, "learning_rate": 2.760573569460757e-05, "loss": 14.6343, "step": 36 }, { "epoch": 1.4368932038834952, "grad_norm": 4.912123680114746, "learning_rate": 2.53294383204969e-05, "loss": 17.8308, "step": 37 }, { "epoch": 1.4757281553398058, "grad_norm": 7.7494282722473145, "learning_rate": 2.3180194846605367e-05, "loss": 18.1934, "step": 38 }, { "epoch": 1.5145631067961165, "grad_norm": 28.394657135009766, "learning_rate": 2.1167208663446025e-05, "loss": 15.4537, "step": 39 }, { "epoch": 1.5533980582524272, "grad_norm": 29.47159767150879, "learning_rate": 1.9299099686894423e-05, "loss": 12.7481, "step": 40 }, { "epoch": 1.5922330097087378, "grad_norm": 23.724668502807617, "learning_rate": 1.758386744638546e-05, "loss": 16.9, "step": 41 }, { "epoch": 1.6310679611650487, "grad_norm": 23.437341690063477, "learning_rate": 1.602885682970026e-05, "loss": 15.56, "step": 42 }, { "epoch": 1.6699029126213594, "grad_norm": 17.16952133178711, "learning_rate": 1.464072663102903e-05, "loss": 16.7025, "step": 43 }, { "epoch": 1.70873786407767, "grad_norm": 16.27042579650879, "learning_rate": 1.3425421036992098e-05, "loss": 17.9029, "step": 44 }, { "epoch": 1.7475728155339807, "grad_norm": 16.81924057006836, "learning_rate": 1.2388144172720251e-05, "loss": 14.544, "step": 45 }, { "epoch": 1.7864077669902914, "grad_norm": 17.303743362426758, "learning_rate": 1.1533337816991932e-05, "loss": 11.5598, "step": 46 }, { "epoch": 1.825242718446602, "grad_norm": 24.92502212524414, "learning_rate": 1.0864662381854632e-05, "loss": 15.3898, "step": 47 }, { "epoch": 1.8640776699029127, "grad_norm": 12.400360107421875, "learning_rate": 1.0384981238178534e-05, "loss": 16.3068, "step": 48 }, { "epoch": 1.9029126213592233, "grad_norm": 11.315818786621094, "learning_rate": 1.0096348454262845e-05, "loss": 16.1665, "step": 49 }, { "epoch": 1.941747572815534, "grad_norm": 8.587471961975098, "learning_rate": 1e-05, "loss": 17.7138, "step": 50 }, { "epoch": 1.941747572815534, "eval_loss": 0.9236457347869873, "eval_runtime": 1.0598, "eval_samples_per_second": 47.178, "eval_steps_per_second": 12.266, "step": 50 } ], "logging_steps": 1, "max_steps": 50, "num_input_tokens_seen": 0, "num_train_epochs": 2, "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": 2.967137622687744e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }