|
{ |
|
"best_metric": 0.021049948409199715, |
|
"best_model_checkpoint": "miner_id_24/checkpoint-75", |
|
"epoch": 0.97442143727162, |
|
"eval_steps": 25, |
|
"global_step": 75, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.012992285830288266, |
|
"grad_norm": 36.630287170410156, |
|
"learning_rate": 3.3333333333333335e-05, |
|
"loss": 8.1038, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.012992285830288266, |
|
"eval_loss": 8.06094741821289, |
|
"eval_runtime": 1.481, |
|
"eval_samples_per_second": 33.762, |
|
"eval_steps_per_second": 8.778, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.025984571660576532, |
|
"grad_norm": 36.71709060668945, |
|
"learning_rate": 6.666666666666667e-05, |
|
"loss": 7.9426, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.0389768574908648, |
|
"grad_norm": 31.190719604492188, |
|
"learning_rate": 0.0001, |
|
"loss": 7.2336, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.051969143321153065, |
|
"grad_norm": 27.901527404785156, |
|
"learning_rate": 9.99571699711836e-05, |
|
"loss": 5.3213, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.06496142915144133, |
|
"grad_norm": 19.23626708984375, |
|
"learning_rate": 9.982876141412856e-05, |
|
"loss": 3.1653, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.0779537149817296, |
|
"grad_norm": 25.957687377929688, |
|
"learning_rate": 9.961501876182148e-05, |
|
"loss": 2.0286, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.09094600081201787, |
|
"grad_norm": 21.65407371520996, |
|
"learning_rate": 9.931634888554937e-05, |
|
"loss": 1.2344, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.10393828664230613, |
|
"grad_norm": 6.849808692932129, |
|
"learning_rate": 9.893332032039701e-05, |
|
"loss": 0.6661, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.11693057247259439, |
|
"grad_norm": 8.28010368347168, |
|
"learning_rate": 9.846666218300807e-05, |
|
"loss": 0.5171, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.12992285830288267, |
|
"grad_norm": 6.745442867279053, |
|
"learning_rate": 9.791726278367022e-05, |
|
"loss": 0.4975, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.14291514413317094, |
|
"grad_norm": 7.655923366546631, |
|
"learning_rate": 9.728616793536588e-05, |
|
"loss": 0.3611, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.1559074299634592, |
|
"grad_norm": 7.9347124099731445, |
|
"learning_rate": 9.657457896300791e-05, |
|
"loss": 0.2793, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.16889971579374746, |
|
"grad_norm": 4.294223785400391, |
|
"learning_rate": 9.578385041664925e-05, |
|
"loss": 0.1923, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.18189200162403574, |
|
"grad_norm": 1.2570604085922241, |
|
"learning_rate": 9.491548749301997e-05, |
|
"loss": 0.1265, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.19488428745432398, |
|
"grad_norm": 2.589317798614502, |
|
"learning_rate": 9.397114317029975e-05, |
|
"loss": 0.1075, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.20787657328461226, |
|
"grad_norm": 1.269200325012207, |
|
"learning_rate": 9.295261506157986e-05, |
|
"loss": 0.0922, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.22086885911490053, |
|
"grad_norm": 11.871465682983398, |
|
"learning_rate": 9.186184199300464e-05, |
|
"loss": 0.1883, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.23386114494518878, |
|
"grad_norm": 6.418728828430176, |
|
"learning_rate": 9.070090031310558e-05, |
|
"loss": 0.1336, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 0.24685343077547706, |
|
"grad_norm": 3.559746026992798, |
|
"learning_rate": 8.947199994035401e-05, |
|
"loss": 0.091, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 0.25984571660576533, |
|
"grad_norm": 3.894230604171753, |
|
"learning_rate": 8.817748015645558e-05, |
|
"loss": 0.1084, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.2728380024360536, |
|
"grad_norm": 2.0176477432250977, |
|
"learning_rate": 8.681980515339464e-05, |
|
"loss": 0.0966, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 0.2858302882663419, |
|
"grad_norm": 3.4982409477233887, |
|
"learning_rate": 8.540155934270471e-05, |
|
"loss": 0.1054, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 0.2988225740966301, |
|
"grad_norm": 0.9820318818092346, |
|
"learning_rate": 8.392544243589427e-05, |
|
"loss": 0.0746, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 0.3118148599269184, |
|
"grad_norm": 3.725250482559204, |
|
"learning_rate": 8.239426430539243e-05, |
|
"loss": 0.1343, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 0.32480714575720665, |
|
"grad_norm": 4.605804920196533, |
|
"learning_rate": 8.081093963579707e-05, |
|
"loss": 0.1789, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.32480714575720665, |
|
"eval_loss": 0.1300944834947586, |
|
"eval_runtime": 1.4881, |
|
"eval_samples_per_second": 33.599, |
|
"eval_steps_per_second": 8.736, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.3377994315874949, |
|
"grad_norm": 7.682220458984375, |
|
"learning_rate": 7.917848237560709e-05, |
|
"loss": 0.1106, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 0.3507917174177832, |
|
"grad_norm": 8.865133285522461, |
|
"learning_rate": 7.75e-05, |
|
"loss": 0.1535, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 0.3637840032480715, |
|
"grad_norm": 3.1668100357055664, |
|
"learning_rate": 7.577868759557654e-05, |
|
"loss": 0.0889, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 0.37677628907835975, |
|
"grad_norm": 2.320821523666382, |
|
"learning_rate": 7.401782177833148e-05, |
|
"loss": 0.0714, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 0.38976857490864797, |
|
"grad_norm": 3.224240303039551, |
|
"learning_rate": 7.222075445642904e-05, |
|
"loss": 0.0948, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.40276086073893624, |
|
"grad_norm": 2.759305953979492, |
|
"learning_rate": 7.03909064496551e-05, |
|
"loss": 0.0817, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 0.4157531465692245, |
|
"grad_norm": 1.3898932933807373, |
|
"learning_rate": 6.853176097769229e-05, |
|
"loss": 0.0546, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 0.4287454323995128, |
|
"grad_norm": 2.0559136867523193, |
|
"learning_rate": 6.664685702961344e-05, |
|
"loss": 0.0792, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 0.44173771822980107, |
|
"grad_norm": 1.2107505798339844, |
|
"learning_rate": 6.473978262721463e-05, |
|
"loss": 0.0658, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 0.45473000406008934, |
|
"grad_norm": 0.8181975483894348, |
|
"learning_rate": 6.281416799501188e-05, |
|
"loss": 0.0573, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 0.46772228989037756, |
|
"grad_norm": 0.8736940622329712, |
|
"learning_rate": 6.087367864990233e-05, |
|
"loss": 0.0906, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 0.48071457572066584, |
|
"grad_norm": 1.7226741313934326, |
|
"learning_rate": 5.8922008423644624e-05, |
|
"loss": 0.0669, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 0.4937068615509541, |
|
"grad_norm": 1.7814589738845825, |
|
"learning_rate": 5.696287243144013e-05, |
|
"loss": 0.0771, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 0.5066991473812423, |
|
"grad_norm": 1.8109633922576904, |
|
"learning_rate": 5.500000000000001e-05, |
|
"loss": 0.0613, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 0.5196914332115307, |
|
"grad_norm": 2.7186203002929688, |
|
"learning_rate": 5.303712756855988e-05, |
|
"loss": 0.0735, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.5326837190418189, |
|
"grad_norm": 2.1896440982818604, |
|
"learning_rate": 5.107799157635538e-05, |
|
"loss": 0.0928, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 0.5456760048721072, |
|
"grad_norm": 1.4338561296463013, |
|
"learning_rate": 4.912632135009769e-05, |
|
"loss": 0.0955, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 0.5586682907023954, |
|
"grad_norm": 1.8646522760391235, |
|
"learning_rate": 4.718583200498814e-05, |
|
"loss": 0.0481, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 0.5716605765326838, |
|
"grad_norm": 2.171997547149658, |
|
"learning_rate": 4.526021737278538e-05, |
|
"loss": 0.0493, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 0.584652862362972, |
|
"grad_norm": 1.8785721063613892, |
|
"learning_rate": 4.3353142970386564e-05, |
|
"loss": 0.0529, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 0.5976451481932602, |
|
"grad_norm": 0.8664989471435547, |
|
"learning_rate": 4.146823902230772e-05, |
|
"loss": 0.0541, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 0.6106374340235485, |
|
"grad_norm": 2.1312761306762695, |
|
"learning_rate": 3.960909355034491e-05, |
|
"loss": 0.0664, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 0.6236297198538368, |
|
"grad_norm": 2.3210947513580322, |
|
"learning_rate": 3.777924554357096e-05, |
|
"loss": 0.095, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 0.6366220056841251, |
|
"grad_norm": 3.8043196201324463, |
|
"learning_rate": 3.598217822166854e-05, |
|
"loss": 0.0916, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 0.6496142915144133, |
|
"grad_norm": 1.2356327772140503, |
|
"learning_rate": 3.422131240442349e-05, |
|
"loss": 0.0625, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.6496142915144133, |
|
"eval_loss": 0.032049428671598434, |
|
"eval_runtime": 1.5457, |
|
"eval_samples_per_second": 32.348, |
|
"eval_steps_per_second": 8.411, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.6626065773447016, |
|
"grad_norm": 3.8544723987579346, |
|
"learning_rate": 3.250000000000001e-05, |
|
"loss": 0.1116, |
|
"step": 51 |
|
}, |
|
{ |
|
"epoch": 0.6755988631749898, |
|
"grad_norm": 1.4536547660827637, |
|
"learning_rate": 3.082151762439293e-05, |
|
"loss": 0.0447, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 0.6885911490052781, |
|
"grad_norm": 1.1871592998504639, |
|
"learning_rate": 2.9189060364202943e-05, |
|
"loss": 0.0683, |
|
"step": 53 |
|
}, |
|
{ |
|
"epoch": 0.7015834348355664, |
|
"grad_norm": 0.5502886772155762, |
|
"learning_rate": 2.760573569460757e-05, |
|
"loss": 0.0404, |
|
"step": 54 |
|
}, |
|
{ |
|
"epoch": 0.7145757206658546, |
|
"grad_norm": 0.49863505363464355, |
|
"learning_rate": 2.6074557564105727e-05, |
|
"loss": 0.0324, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 0.727568006496143, |
|
"grad_norm": 0.8850557208061218, |
|
"learning_rate": 2.459844065729529e-05, |
|
"loss": 0.0645, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 0.7405602923264312, |
|
"grad_norm": 0.7965983748435974, |
|
"learning_rate": 2.3180194846605367e-05, |
|
"loss": 0.0548, |
|
"step": 57 |
|
}, |
|
{ |
|
"epoch": 0.7535525781567195, |
|
"grad_norm": 0.6387767791748047, |
|
"learning_rate": 2.1822519843544424e-05, |
|
"loss": 0.0658, |
|
"step": 58 |
|
}, |
|
{ |
|
"epoch": 0.7665448639870077, |
|
"grad_norm": 0.8699201345443726, |
|
"learning_rate": 2.0528000059645997e-05, |
|
"loss": 0.0624, |
|
"step": 59 |
|
}, |
|
{ |
|
"epoch": 0.7795371498172959, |
|
"grad_norm": 1.0982764959335327, |
|
"learning_rate": 1.9299099686894423e-05, |
|
"loss": 0.0866, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.7925294356475843, |
|
"grad_norm": 1.1414963006973267, |
|
"learning_rate": 1.8138158006995364e-05, |
|
"loss": 0.075, |
|
"step": 61 |
|
}, |
|
{ |
|
"epoch": 0.8055217214778725, |
|
"grad_norm": 0.8054099082946777, |
|
"learning_rate": 1.7047384938420154e-05, |
|
"loss": 0.0604, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 0.8185140073081608, |
|
"grad_norm": 1.1966440677642822, |
|
"learning_rate": 1.602885682970026e-05, |
|
"loss": 0.0677, |
|
"step": 63 |
|
}, |
|
{ |
|
"epoch": 0.831506293138449, |
|
"grad_norm": 0.9174244403839111, |
|
"learning_rate": 1.5084512506980026e-05, |
|
"loss": 0.0516, |
|
"step": 64 |
|
}, |
|
{ |
|
"epoch": 0.8444985789687373, |
|
"grad_norm": 0.6317915916442871, |
|
"learning_rate": 1.4216149583350754e-05, |
|
"loss": 0.0512, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 0.8574908647990256, |
|
"grad_norm": 1.381137490272522, |
|
"learning_rate": 1.3425421036992098e-05, |
|
"loss": 0.0516, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 0.8704831506293138, |
|
"grad_norm": 0.45590871572494507, |
|
"learning_rate": 1.2713832064634126e-05, |
|
"loss": 0.0427, |
|
"step": 67 |
|
}, |
|
{ |
|
"epoch": 0.8834754364596021, |
|
"grad_norm": 1.784468650817871, |
|
"learning_rate": 1.2082737216329794e-05, |
|
"loss": 0.059, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 0.8964677222898904, |
|
"grad_norm": 1.0624321699142456, |
|
"learning_rate": 1.1533337816991932e-05, |
|
"loss": 0.0443, |
|
"step": 69 |
|
}, |
|
{ |
|
"epoch": 0.9094600081201787, |
|
"grad_norm": 1.522290587425232, |
|
"learning_rate": 1.1066679679603e-05, |
|
"loss": 0.0563, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.9224522939504669, |
|
"grad_norm": 0.38779476284980774, |
|
"learning_rate": 1.0683651114450641e-05, |
|
"loss": 0.0314, |
|
"step": 71 |
|
}, |
|
{ |
|
"epoch": 0.9354445797807551, |
|
"grad_norm": 1.1681578159332275, |
|
"learning_rate": 1.0384981238178534e-05, |
|
"loss": 0.0623, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 0.9484368656110435, |
|
"grad_norm": 0.5920040011405945, |
|
"learning_rate": 1.017123858587145e-05, |
|
"loss": 0.0566, |
|
"step": 73 |
|
}, |
|
{ |
|
"epoch": 0.9614291514413317, |
|
"grad_norm": 0.5902805328369141, |
|
"learning_rate": 1.00428300288164e-05, |
|
"loss": 0.0524, |
|
"step": 74 |
|
}, |
|
{ |
|
"epoch": 0.97442143727162, |
|
"grad_norm": 0.6527218222618103, |
|
"learning_rate": 1e-05, |
|
"loss": 0.0566, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.97442143727162, |
|
"eval_loss": 0.021049948409199715, |
|
"eval_runtime": 1.5036, |
|
"eval_samples_per_second": 33.255, |
|
"eval_steps_per_second": 8.646, |
|
"step": 75 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 75, |
|
"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": 4.42951368966144e+16, |
|
"train_batch_size": 1, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|