dada22231's picture
Training in progress, step 75, checkpoint
aafdc5c verified
raw
history blame
14.7 kB
{
"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
}