from typing import List def format_as_chat(message: str, history: List[List[str]]) -> str: """ Given a message and a history of previous messages, returns a string that formats the conversation as a chat. Uses the format expected by Meta Llama 3 Instruct. :param message: A string containing the user's most recent message :param history: A list of lists of previous messages, where each sublist is a conversation turn: [[user_message1, assistant_reply1], [user_message2, assistant_reply2], ...] """ preprocessed_history_lis = ['<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n\n'.join(sub_lis) + '<|eot_id|><|start_header_id|>user<|end_header_id|>\n\n' for sub_lis in history] output_message = '<|begin_of_text|><|start_header_id|>user<|end_header_id|>\n\n' + ''.join(preprocessed_history_lis) + message + '<|eot_id|>' return output_message