flash-attention/training/configs/experiment/pile/gpt3m-flash.yaml

# @package _global_
defaults:
  - /experiment/pile/gpt3s-flash.yaml
  - override /model/gpt2model: gpt2-medium

# Can enable mlp_checkpoint_lvl to fit batch_size 16 to A100 40GB
# model:
#   config:
#     mlp_checkpoint_lvl: 1

datamodule:
  batch_size: ${eval:"4 if ${train.gpu_mem} < 24 else (8 if ${train.gpu_mem} < 40 else (16 if ${train.gpu_mem} < 80 else 32))"}

train:
  optimizer:
    lr: 3.0e-4