Gemma_medprob-pathology_lora / trainer_state.json
emilykang's picture
Training in progress, epoch 0
3bcb5e3 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 9.945945945945946,
"eval_steps": 500,
"global_step": 460,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.21621621621621623,
"grad_norm": 0.1806640625,
"learning_rate": 0.00019976687691905393,
"loss": 0.7107,
"step": 10
},
{
"epoch": 0.43243243243243246,
"grad_norm": 0.235595703125,
"learning_rate": 0.00019906859460363307,
"loss": 0.6952,
"step": 20
},
{
"epoch": 0.6486486486486487,
"grad_norm": 0.423583984375,
"learning_rate": 0.00019790840876823232,
"loss": 0.6967,
"step": 30
},
{
"epoch": 0.8648648648648649,
"grad_norm": 0.3974609375,
"learning_rate": 0.00019629172873477995,
"loss": 0.7649,
"step": 40
},
{
"epoch": 1.0810810810810811,
"grad_norm": 0.327880859375,
"learning_rate": 0.00019422609221188207,
"loss": 0.7627,
"step": 50
},
{
"epoch": 1.2972972972972974,
"grad_norm": 0.31689453125,
"learning_rate": 0.00019172113015054532,
"loss": 0.7527,
"step": 60
},
{
"epoch": 1.5135135135135136,
"grad_norm": 0.4111328125,
"learning_rate": 0.0001887885218402375,
"loss": 0.7536,
"step": 70
},
{
"epoch": 1.7297297297297298,
"grad_norm": 1.376953125,
"learning_rate": 0.00018544194045464886,
"loss": 0.7241,
"step": 80
},
{
"epoch": 1.945945945945946,
"grad_norm": 0.387939453125,
"learning_rate": 0.0001816969893010442,
"loss": 0.757,
"step": 90
},
{
"epoch": 2.1621621621621623,
"grad_norm": 0.366455078125,
"learning_rate": 0.000177571129070442,
"loss": 0.7339,
"step": 100
},
{
"epoch": 2.3783783783783785,
"grad_norm": 0.419677734375,
"learning_rate": 0.00017308359642781242,
"loss": 0.7005,
"step": 110
},
{
"epoch": 2.5945945945945947,
"grad_norm": 0.38818359375,
"learning_rate": 0.00016825531432186543,
"loss": 0.7167,
"step": 120
},
{
"epoch": 2.810810810810811,
"grad_norm": 0.452880859375,
"learning_rate": 0.00016310879443260528,
"loss": 0.7403,
"step": 130
},
{
"epoch": 3.027027027027027,
"grad_norm": 0.412841796875,
"learning_rate": 0.00015766803221148673,
"loss": 0.7248,
"step": 140
},
{
"epoch": 3.2432432432432434,
"grad_norm": 0.410400390625,
"learning_rate": 0.00015195839500354335,
"loss": 0.7208,
"step": 150
},
{
"epoch": 3.4594594594594597,
"grad_norm": 0.484619140625,
"learning_rate": 0.00014600650377311522,
"loss": 0.7079,
"step": 160
},
{
"epoch": 3.6756756756756754,
"grad_norm": 0.429443359375,
"learning_rate": 0.00013984010898462416,
"loss": 0.6847,
"step": 170
},
{
"epoch": 3.891891891891892,
"grad_norm": 0.437744140625,
"learning_rate": 0.00013348796121709862,
"loss": 0.7104,
"step": 180
},
{
"epoch": 4.108108108108108,
"grad_norm": 0.4140625,
"learning_rate": 0.00012697967711570242,
"loss": 0.682,
"step": 190
},
{
"epoch": 4.324324324324325,
"grad_norm": 0.484130859375,
"learning_rate": 0.0001203456013052634,
"loss": 0.6754,
"step": 200
},
{
"epoch": 4.54054054054054,
"grad_norm": 0.474853515625,
"learning_rate": 0.00011361666490962468,
"loss": 0.6671,
"step": 210
},
{
"epoch": 4.756756756756757,
"grad_norm": 0.474365234375,
"learning_rate": 0.0001068242413364671,
"loss": 0.6956,
"step": 220
},
{
"epoch": 4.972972972972973,
"grad_norm": 0.484130859375,
"learning_rate": 0.0001,
"loss": 0.6679,
"step": 230
},
{
"epoch": 5.1891891891891895,
"grad_norm": 0.47265625,
"learning_rate": 9.317575866353292e-05,
"loss": 0.6496,
"step": 240
},
{
"epoch": 5.405405405405405,
"grad_norm": 0.44482421875,
"learning_rate": 8.638333509037536e-05,
"loss": 0.6547,
"step": 250
},
{
"epoch": 5.621621621621622,
"grad_norm": 0.488037109375,
"learning_rate": 7.965439869473664e-05,
"loss": 0.6739,
"step": 260
},
{
"epoch": 5.837837837837838,
"grad_norm": 0.4658203125,
"learning_rate": 7.302032288429756e-05,
"loss": 0.6501,
"step": 270
},
{
"epoch": 6.054054054054054,
"grad_norm": 0.48974609375,
"learning_rate": 6.651203878290139e-05,
"loss": 0.6773,
"step": 280
},
{
"epoch": 6.27027027027027,
"grad_norm": 0.4775390625,
"learning_rate": 6.015989101537586e-05,
"loss": 0.6298,
"step": 290
},
{
"epoch": 6.486486486486487,
"grad_norm": 0.521484375,
"learning_rate": 5.399349622688479e-05,
"loss": 0.6464,
"step": 300
},
{
"epoch": 6.702702702702703,
"grad_norm": 0.5234375,
"learning_rate": 4.804160499645667e-05,
"loss": 0.6369,
"step": 310
},
{
"epoch": 6.918918918918919,
"grad_norm": 0.59765625,
"learning_rate": 4.2331967788513295e-05,
"loss": 0.6734,
"step": 320
},
{
"epoch": 7.135135135135135,
"grad_norm": 0.54736328125,
"learning_rate": 3.689120556739475e-05,
"loss": 0.6321,
"step": 330
},
{
"epoch": 7.351351351351352,
"grad_norm": 0.57080078125,
"learning_rate": 3.174468567813461e-05,
"loss": 0.6261,
"step": 340
},
{
"epoch": 7.5675675675675675,
"grad_norm": 0.47705078125,
"learning_rate": 2.691640357218759e-05,
"loss": 0.6196,
"step": 350
},
{
"epoch": 7.783783783783784,
"grad_norm": 0.5712890625,
"learning_rate": 2.242887092955801e-05,
"loss": 0.6505,
"step": 360
},
{
"epoch": 8.0,
"grad_norm": 0.50732421875,
"learning_rate": 1.8303010698955804e-05,
"loss": 0.6331,
"step": 370
},
{
"epoch": 8.216216216216216,
"grad_norm": 0.48046875,
"learning_rate": 1.4558059545351143e-05,
"loss": 0.6366,
"step": 380
},
{
"epoch": 8.432432432432432,
"grad_norm": 0.49951171875,
"learning_rate": 1.1211478159762478e-05,
"loss": 0.641,
"step": 390
},
{
"epoch": 8.64864864864865,
"grad_norm": 0.5078125,
"learning_rate": 8.278869849454718e-06,
"loss": 0.6233,
"step": 400
},
{
"epoch": 8.864864864864865,
"grad_norm": 0.50634765625,
"learning_rate": 5.77390778811796e-06,
"loss": 0.6185,
"step": 410
},
{
"epoch": 9.08108108108108,
"grad_norm": 0.53125,
"learning_rate": 3.7082712652200867e-06,
"loss": 0.6224,
"step": 420
},
{
"epoch": 9.297297297297296,
"grad_norm": 0.487548828125,
"learning_rate": 2.091591231767709e-06,
"loss": 0.6054,
"step": 430
},
{
"epoch": 9.513513513513514,
"grad_norm": 0.5166015625,
"learning_rate": 9.314053963669245e-07,
"loss": 0.6299,
"step": 440
},
{
"epoch": 9.72972972972973,
"grad_norm": 0.4990234375,
"learning_rate": 2.3312308094607382e-07,
"loss": 0.6193,
"step": 450
},
{
"epoch": 9.945945945945946,
"grad_norm": 0.53271484375,
"learning_rate": 0.0,
"loss": 0.6231,
"step": 460
},
{
"epoch": 9.945945945945946,
"step": 460,
"total_flos": 2.244679865204736e+16,
"train_loss": 0.6764944273492565,
"train_runtime": 411.2593,
"train_samples_per_second": 4.498,
"train_steps_per_second": 1.119
}
],
"logging_steps": 10,
"max_steps": 460,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"total_flos": 2.244679865204736e+16,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}