import transformers import torch

model_id = "meta-llama/Meta-Llama-3.1-8B"

pipeline = transformers.pipeline( "text-generation", model=model_id, model_kwargs={"torch_dtype": torch.bfloat16}, device_map="auto" )

pipeline("Hey how are you doing today?")

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