medprob-biochemistry_lora / trainer_state.json
emilykang's picture
Training in progress, epoch 0
bbc882b verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 34.78260869565217,
"eval_steps": 500,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.7391304347826086,
"grad_norm": 0.1043701171875,
"learning_rate": 0.00019876883405951377,
"loss": 0.5291,
"step": 10
},
{
"epoch": 3.4782608695652173,
"grad_norm": 0.082275390625,
"learning_rate": 0.00019510565162951537,
"loss": 0.509,
"step": 20
},
{
"epoch": 5.217391304347826,
"grad_norm": 0.145751953125,
"learning_rate": 0.0001891006524188368,
"loss": 0.4995,
"step": 30
},
{
"epoch": 6.956521739130435,
"grad_norm": 0.1356201171875,
"learning_rate": 0.00018090169943749476,
"loss": 0.4853,
"step": 40
},
{
"epoch": 8.695652173913043,
"grad_norm": 0.1287841796875,
"learning_rate": 0.00017071067811865476,
"loss": 0.4699,
"step": 50
},
{
"epoch": 10.434782608695652,
"grad_norm": 0.1466064453125,
"learning_rate": 0.00015877852522924732,
"loss": 0.456,
"step": 60
},
{
"epoch": 12.173913043478262,
"grad_norm": 0.1771240234375,
"learning_rate": 0.00014539904997395468,
"loss": 0.4446,
"step": 70
},
{
"epoch": 13.91304347826087,
"grad_norm": 0.21875,
"learning_rate": 0.00013090169943749476,
"loss": 0.4325,
"step": 80
},
{
"epoch": 15.652173913043478,
"grad_norm": 0.25732421875,
"learning_rate": 0.0001156434465040231,
"loss": 0.4166,
"step": 90
},
{
"epoch": 17.391304347826086,
"grad_norm": 0.25830078125,
"learning_rate": 0.0001,
"loss": 0.4079,
"step": 100
},
{
"epoch": 19.130434782608695,
"grad_norm": 0.34033203125,
"learning_rate": 8.435655349597689e-05,
"loss": 0.3981,
"step": 110
},
{
"epoch": 20.869565217391305,
"grad_norm": 0.28369140625,
"learning_rate": 6.909830056250527e-05,
"loss": 0.3853,
"step": 120
},
{
"epoch": 22.608695652173914,
"grad_norm": 0.27685546875,
"learning_rate": 5.4600950026045326e-05,
"loss": 0.3754,
"step": 130
},
{
"epoch": 24.347826086956523,
"grad_norm": 0.297607421875,
"learning_rate": 4.12214747707527e-05,
"loss": 0.368,
"step": 140
},
{
"epoch": 26.08695652173913,
"grad_norm": 0.398681640625,
"learning_rate": 2.9289321881345254e-05,
"loss": 0.3674,
"step": 150
},
{
"epoch": 27.82608695652174,
"grad_norm": 0.318115234375,
"learning_rate": 1.9098300562505266e-05,
"loss": 0.3594,
"step": 160
},
{
"epoch": 29.565217391304348,
"grad_norm": 0.3125,
"learning_rate": 1.0899347581163221e-05,
"loss": 0.3593,
"step": 170
},
{
"epoch": 31.304347826086957,
"grad_norm": 0.30126953125,
"learning_rate": 4.8943483704846475e-06,
"loss": 0.355,
"step": 180
},
{
"epoch": 33.04347826086956,
"grad_norm": 0.401123046875,
"learning_rate": 1.231165940486234e-06,
"loss": 0.351,
"step": 190
},
{
"epoch": 34.78260869565217,
"grad_norm": 0.295166015625,
"learning_rate": 0.0,
"loss": 0.3531,
"step": 200
},
{
"epoch": 34.78260869565217,
"step": 200,
"total_flos": 3.946780925991322e+16,
"train_loss": 0.4161242663860321,
"train_runtime": 575.6907,
"train_samples_per_second": 11.117,
"train_steps_per_second": 0.347
}
],
"logging_steps": 10,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 40,
"save_steps": 500,
"total_flos": 3.946780925991322e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}