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tokenizer = LlamaTokenizer.from_pretrained("alexpaul/QI-large-v1")

base_model = LlamaForCausalLM.from_pretrained(
    "alexpaul/QI-large-v1",
    load_in_8bit=True,
    device_map='auto',
)
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