from transformers import AutoTokenizer, AutoModelForCausalLM

HF_MODEL_REPO = "anslin-raj/Llama-2-7b-chat-hf-8-bit"

tokenizer = AutoTokenizer.from_pretrained(HF_MODEL_REPO, device=device)

model = AutoModelForCausalLM.from_pretrained(HF_MODEL_REPO, device_map=device, load_in_8bit=True)

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