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[Coati] first commit (#3283)

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Fazzie-Maqianli
2023-03-28 20:25:36 +08:00
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applications/Chat/inference/tests/test_chat_prompt.py Normal file
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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()