{ "best_metric": 1.7665985822677612, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 3.0, "eval_steps": 50, "global_step": 81, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.037037037037037035, "grad_norm": 3.0762956142425537, "learning_rate": 7e-06, "loss": 2.8658, "step": 1 }, { "epoch": 0.037037037037037035, "eval_loss": 3.5639960765838623, "eval_runtime": 3.2908, "eval_samples_per_second": 13.978, "eval_steps_per_second": 3.647, "step": 1 }, { "epoch": 0.07407407407407407, "grad_norm": 3.893179416656494, "learning_rate": 1.4e-05, "loss": 3.6387, "step": 2 }, { "epoch": 0.1111111111111111, "grad_norm": 3.5411174297332764, "learning_rate": 2.1e-05, "loss": 3.4665, "step": 3 }, { "epoch": 0.14814814814814814, "grad_norm": 3.4620625972747803, "learning_rate": 2.8e-05, "loss": 3.4607, "step": 4 }, { "epoch": 0.18518518518518517, "grad_norm": 2.918036460876465, "learning_rate": 3.5e-05, "loss": 3.4412, "step": 5 }, { "epoch": 0.2222222222222222, "grad_norm": 3.1347150802612305, "learning_rate": 4.2e-05, "loss": 3.4438, "step": 6 }, { "epoch": 0.25925925925925924, "grad_norm": 2.0844814777374268, "learning_rate": 4.899999999999999e-05, "loss": 2.9182, "step": 7 }, { "epoch": 0.2962962962962963, "grad_norm": 2.5144269466400146, "learning_rate": 5.6e-05, "loss": 2.7481, "step": 8 }, { "epoch": 0.3333333333333333, "grad_norm": 2.326944351196289, "learning_rate": 6.3e-05, "loss": 2.8674, "step": 9 }, { "epoch": 0.37037037037037035, "grad_norm": 2.9930708408355713, "learning_rate": 7e-05, "loss": 2.5017, "step": 10 }, { "epoch": 0.4074074074074074, "grad_norm": 3.013411045074463, "learning_rate": 6.996574292819907e-05, "loss": 2.485, "step": 11 }, { "epoch": 0.4444444444444444, "grad_norm": 1.9861669540405273, "learning_rate": 6.986303877262306e-05, "loss": 2.0643, "step": 12 }, { "epoch": 0.48148148148148145, "grad_norm": 1.5490922927856445, "learning_rate": 6.969208858147951e-05, "loss": 1.8952, "step": 13 }, { "epoch": 0.5185185185185185, "grad_norm": 1.5672123432159424, "learning_rate": 6.945322699779538e-05, "loss": 1.8413, "step": 14 }, { "epoch": 0.5555555555555556, "grad_norm": 1.6187469959259033, "learning_rate": 6.914692160433773e-05, "loss": 1.8835, "step": 15 }, { "epoch": 0.5925925925925926, "grad_norm": 1.6432483196258545, "learning_rate": 6.877377200829835e-05, "loss": 1.981, "step": 16 }, { "epoch": 0.6296296296296297, "grad_norm": 1.4468789100646973, "learning_rate": 6.83345086675346e-05, "loss": 1.9871, "step": 17 }, { "epoch": 0.6666666666666666, "grad_norm": 1.4680477380752563, "learning_rate": 6.782999146066386e-05, "loss": 1.9639, "step": 18 }, { "epoch": 0.7037037037037037, "grad_norm": 1.1646554470062256, "learning_rate": 6.726120800381073e-05, "loss": 1.825, "step": 19 }, { "epoch": 0.7407407407407407, "grad_norm": 1.0831339359283447, "learning_rate": 6.662927171730213e-05, "loss": 1.645, "step": 20 }, { "epoch": 0.7777777777777778, "grad_norm": 1.171111822128296, "learning_rate": 6.593541964609463e-05, "loss": 1.6865, "step": 21 }, { "epoch": 0.8148148148148148, "grad_norm": 1.1838645935058594, "learning_rate": 6.518101003820097e-05, "loss": 1.7186, "step": 22 }, { "epoch": 0.8518518518518519, "grad_norm": 1.165795087814331, "learning_rate": 6.43675196858557e-05, "loss": 1.9583, "step": 23 }, { "epoch": 0.8888888888888888, "grad_norm": 1.2042009830474854, "learning_rate": 6.34965410346251e-05, "loss": 2.0201, "step": 24 }, { "epoch": 0.9259259259259259, "grad_norm": 1.0208855867385864, "learning_rate": 6.256977906612013e-05, "loss": 1.6992, "step": 25 }, { "epoch": 0.9629629629629629, "grad_norm": 1.0845801830291748, "learning_rate": 6.158904796041496e-05, "loss": 1.8454, "step": 26 }, { "epoch": 1.0, "grad_norm": 1.2094794511795044, "learning_rate": 6.05562675447042e-05, "loss": 1.5763, "step": 27 }, { "epoch": 1.037037037037037, "grad_norm": 0.9708940386772156, "learning_rate": 5.947345953515099e-05, "loss": 1.343, "step": 28 }, { "epoch": 1.074074074074074, "grad_norm": 1.04697585105896, "learning_rate": 5.834274357928277e-05, "loss": 1.4841, "step": 29 }, { "epoch": 1.1111111111111112, "grad_norm": 1.1268396377563477, "learning_rate": 5.7166333106681644e-05, "loss": 1.7666, "step": 30 }, { "epoch": 1.1481481481481481, "grad_norm": 1.0179731845855713, "learning_rate": 5.594653099609201e-05, "loss": 1.6149, "step": 31 }, { "epoch": 1.1851851851851851, "grad_norm": 1.0401766300201416, "learning_rate": 5.468572506742732e-05, "loss": 1.4658, "step": 32 }, { "epoch": 1.2222222222222223, "grad_norm": 1.0923527479171753, "learning_rate": 5.338638340750045e-05, "loss": 1.5151, "step": 33 }, { "epoch": 1.2592592592592593, "grad_norm": 1.327430009841919, "learning_rate": 5.205104953862787e-05, "loss": 1.4007, "step": 34 }, { "epoch": 1.2962962962962963, "grad_norm": 1.1446799039840698, "learning_rate": 5.068233743956524e-05, "loss": 1.6688, "step": 35 }, { "epoch": 1.3333333333333333, "grad_norm": 1.2676280736923218, "learning_rate": 4.9282926428521266e-05, "loss": 1.8306, "step": 36 }, { "epoch": 1.3703703703703702, "grad_norm": 1.1416800022125244, "learning_rate": 4.785555591826649e-05, "loss": 1.4489, "step": 37 }, { "epoch": 1.4074074074074074, "grad_norm": 1.2351667881011963, "learning_rate": 4.640302005360411e-05, "loss": 1.6123, "step": 38 }, { "epoch": 1.4444444444444444, "grad_norm": 1.3364763259887695, "learning_rate": 4.492816224170038e-05, "loss": 1.7015, "step": 39 }, { "epoch": 1.4814814814814814, "grad_norm": 1.1775413751602173, "learning_rate": 4.34338695859815e-05, "loss": 1.3681, "step": 40 }, { "epoch": 1.5185185185185186, "grad_norm": 1.271789312362671, "learning_rate": 4.1923067234493104e-05, "loss": 1.4819, "step": 41 }, { "epoch": 1.5555555555555556, "grad_norm": 1.2430049180984497, "learning_rate": 4.0398712653785575e-05, "loss": 1.4588, "step": 42 }, { "epoch": 1.5925925925925926, "grad_norm": 1.2405871152877808, "learning_rate": 3.8863789839534444e-05, "loss": 1.4588, "step": 43 }, { "epoch": 1.6296296296296298, "grad_norm": 1.6753511428833008, "learning_rate": 3.7321303475228634e-05, "loss": 1.4858, "step": 44 }, { "epoch": 1.6666666666666665, "grad_norm": 1.3085812330245972, "learning_rate": 3.577427305036154e-05, "loss": 1.4578, "step": 45 }, { "epoch": 1.7037037037037037, "grad_norm": 1.2051222324371338, "learning_rate": 3.4225726949638464e-05, "loss": 1.3037, "step": 46 }, { "epoch": 1.7407407407407407, "grad_norm": 1.1844594478607178, "learning_rate": 3.2678696524771367e-05, "loss": 1.3121, "step": 47 }, { "epoch": 1.7777777777777777, "grad_norm": 1.3920973539352417, "learning_rate": 3.113621016046556e-05, "loss": 1.5805, "step": 48 }, { "epoch": 1.8148148148148149, "grad_norm": 1.3390107154846191, "learning_rate": 2.960128734621441e-05, "loss": 1.2356, "step": 49 }, { "epoch": 1.8518518518518519, "grad_norm": 1.55970299243927, "learning_rate": 2.8076932765506893e-05, "loss": 1.445, "step": 50 }, { "epoch": 1.8518518518518519, "eval_loss": 1.7665985822677612, "eval_runtime": 3.3723, "eval_samples_per_second": 13.64, "eval_steps_per_second": 3.558, "step": 50 }, { "epoch": 1.8888888888888888, "grad_norm": 1.49898099899292, "learning_rate": 2.6566130414018495e-05, "loss": 1.427, "step": 51 }, { "epoch": 1.925925925925926, "grad_norm": 1.2517292499542236, "learning_rate": 2.5071837758299613e-05, "loss": 1.124, "step": 52 }, { "epoch": 1.9629629629629628, "grad_norm": 1.6222271919250488, "learning_rate": 2.359697994639589e-05, "loss": 1.318, "step": 53 }, { "epoch": 2.0, "grad_norm": 1.829454779624939, "learning_rate": 2.2144444081733517e-05, "loss": 1.7384, "step": 54 }, { "epoch": 2.037037037037037, "grad_norm": 1.2274819612503052, "learning_rate": 2.071707357147872e-05, "loss": 0.9252, "step": 55 }, { "epoch": 2.074074074074074, "grad_norm": 1.5283606052398682, "learning_rate": 1.931766256043475e-05, "loss": 1.0436, "step": 56 }, { "epoch": 2.111111111111111, "grad_norm": 1.5208336114883423, "learning_rate": 1.7948950461372128e-05, "loss": 1.2807, "step": 57 }, { "epoch": 2.148148148148148, "grad_norm": 1.5189377069473267, "learning_rate": 1.6613616592499547e-05, "loss": 0.9818, "step": 58 }, { "epoch": 2.185185185185185, "grad_norm": 1.881172776222229, "learning_rate": 1.5314274932572676e-05, "loss": 1.1691, "step": 59 }, { "epoch": 2.2222222222222223, "grad_norm": 1.8424291610717773, "learning_rate": 1.4053469003907992e-05, "loss": 1.246, "step": 60 }, { "epoch": 2.259259259259259, "grad_norm": 1.9025232791900635, "learning_rate": 1.2833666893318349e-05, "loss": 1.0384, "step": 61 }, { "epoch": 2.2962962962962963, "grad_norm": 1.7848095893859863, "learning_rate": 1.165725642071722e-05, "loss": 1.0459, "step": 62 }, { "epoch": 2.3333333333333335, "grad_norm": 1.7614284753799438, "learning_rate": 1.0526540464849008e-05, "loss": 1.1616, "step": 63 }, { "epoch": 2.3703703703703702, "grad_norm": 2.083524465560913, "learning_rate": 9.443732455295803e-06, "loss": 1.2212, "step": 64 }, { "epoch": 2.4074074074074074, "grad_norm": 2.120060682296753, "learning_rate": 8.410952039585034e-06, "loss": 1.2193, "step": 65 }, { "epoch": 2.4444444444444446, "grad_norm": 1.8416856527328491, "learning_rate": 7.430220933879868e-06, "loss": 1.0275, "step": 66 }, { "epoch": 2.4814814814814814, "grad_norm": 1.6970349550247192, "learning_rate": 6.503458965374907e-06, "loss": 0.9866, "step": 67 }, { "epoch": 2.5185185185185186, "grad_norm": 1.7311978340148926, "learning_rate": 5.632480314144302e-06, "loss": 1.1222, "step": 68 }, { "epoch": 2.5555555555555554, "grad_norm": 1.8647996187210083, "learning_rate": 4.818989961799024e-06, "loss": 1.1971, "step": 69 }, { "epoch": 2.5925925925925926, "grad_norm": 1.8562637567520142, "learning_rate": 4.064580353905361e-06, "loss": 1.0966, "step": 70 }, { "epoch": 2.6296296296296298, "grad_norm": 2.1647939682006836, "learning_rate": 3.3707282826978684e-06, "loss": 1.2084, "step": 71 }, { "epoch": 2.6666666666666665, "grad_norm": 2.267409563064575, "learning_rate": 2.7387919961892603e-06, "loss": 1.2536, "step": 72 }, { "epoch": 2.7037037037037037, "grad_norm": 1.875108003616333, "learning_rate": 2.170008539336139e-06, "loss": 1.0385, "step": 73 }, { "epoch": 2.7407407407407405, "grad_norm": 1.690350890159607, "learning_rate": 1.665491332465404e-06, "loss": 0.9002, "step": 74 }, { "epoch": 2.7777777777777777, "grad_norm": 1.8636929988861084, "learning_rate": 1.2262279917016548e-06, "loss": 1.1853, "step": 75 }, { "epoch": 2.814814814814815, "grad_norm": 1.7024513483047485, "learning_rate": 8.530783956622628e-07, "loss": 1.1387, "step": 76 }, { "epoch": 2.851851851851852, "grad_norm": 1.7570838928222656, "learning_rate": 5.467730022046046e-07, "loss": 0.9747, "step": 77 }, { "epoch": 2.888888888888889, "grad_norm": 1.8747435808181763, "learning_rate": 3.0791141852049006e-07, "loss": 1.1896, "step": 78 }, { "epoch": 2.925925925925926, "grad_norm": 1.7294906377792358, "learning_rate": 1.369612273769316e-07, "loss": 0.9973, "step": 79 }, { "epoch": 2.962962962962963, "grad_norm": 1.958431363105774, "learning_rate": 3.4257071800923855e-08, "loss": 1.2993, "step": 80 }, { "epoch": 3.0, "grad_norm": 1.917493462562561, "learning_rate": 0.0, "loss": 1.2325, "step": 81 } ], "logging_steps": 1, "max_steps": 81, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 50, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 4, "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": 1.2072723618988032e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }