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Let's see an example with a chat LLM, which makes use of chat templating:
thon

tokenizer = AutoTokenizer.from_pretrained("HuggingFaceH4/zephyr-7b-alpha")
model = AutoModelForCausalLM.from_pretrained(
     "HuggingFaceH4/zephyr-7b-alpha", device_map="auto", load_in_4bit=True
 )
set_seed(0)
prompt = """How many helicopters can a human eat in one sitting?