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from transformers import GPT2Config

model_dir = "./"  # ${MODEL_DIR}

config = GPT2Config.from_pretrained("gpt2", resid_pdrop=0.0, embd_pdrop=0.0, attn_pdrop=0.0)
config.save_pretrained(model_dir)