ColossalAI/applications/Chat/inference/tests/test_chat_prompt.py

import os

from transformers import AutoTokenizer
from utils import ChatPromptProcessor, Dialogue

CONTEXT = "Below is an instruction that describes a task. Write a response that appropriately completes the request. Do not generate new instructions."
tokenizer = AutoTokenizer.from_pretrained(os.environ["PRETRAINED_PATH"])

samples = [
    (
        [
            Dialogue(
                instruction="Who is the best player in the history of NBA?",
                response="The best player in the history of the NBA is widely considered to be Michael Jordan. He is one of the most successful players in the league, having won 6 NBA championships with the Chicago Bulls and 5 more with the Washington Wizards. He is a 5-time MVP, 1",
            ),
            Dialogue(instruction="continue this talk", response=""),
        ],
        128,
        "Below is an instruction that describes a task. Write a response that appropriately completes the request. Do not generate new instructions.\n\n### Instruction:\nWho is the best player in the history of NBA?\n\n### Response:\nThe best player in the history of the NBA is widely considered to be Michael Jordan. He is one of the most successful players in the league, having won 6 NBA championships with the Chicago Bulls and 5 more with the Washington Wizards. He is a 5-time MVP, 1\n\n### Instruction:\ncontinue this talk\n\n### Response:\n",
    ),
    (
        [
            Dialogue(
                instruction="Who is the best player in the history of NBA?",
                response="The best player in the history of the NBA is widely considered to be Michael Jordan. He is one of the most successful players in the league, having won 6 NBA championships with the Chicago Bulls and 5 more with the Washington Wizards. He is a 5-time MVP, 1",
            ),
            Dialogue(instruction="continue this talk", response=""),
        ],
        200,
        "Below is an instruction that describes a task. Write a response that appropriately completes the request. Do not generate new instructions.\n\n### Instruction:\ncontinue this talk\n\n### Response:\n",
    ),
    (
        [
            Dialogue(
                instruction="Who is the best player in the history of NBA?",
                response="The best player in the history of the NBA is widely considered to be Michael Jordan. He is one of the most successful players in the league, having won 6 NBA championships with the Chicago Bulls and 5 more with the Washington Wizards. He is a 5-time MVP, 1",
            ),
            Dialogue(instruction="continue this talk", response=""),
        ],
        211,
        "Below is an instruction that describes a task. Write a response that appropriately completes the request. Do not generate new instructions.\n\n### Instruction:\ncontinue this\n\n### Response:\n",
    ),
    (
        [
            Dialogue(instruction="Who is the best player in the history of NBA?", response=""),
        ],
        128,
        "Below is an instruction that describes a task. Write a response that appropriately completes the request. Do not generate new instructions.\n\n### Instruction:\nWho is the best player in the history of NBA?\n\n### Response:\n",
    ),
]


def test_chat_prompt_processor():
    processor = ChatPromptProcessor(tokenizer, CONTEXT, 256)
    for history, max_new_tokens, result in samples:
        prompt = processor.preprocess_prompt(history, max_new_tokens)
        assert prompt == result


if __name__ == "__main__":
    test_chat_prompt_processor()