27 lines
970 B
Python
27 lines
970 B
Python
import typing as t
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from waifu.core.consts import PromptConstants
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from waifu.datasets.kajiwoto import (KajiwotoDataset, generate_variants_for,
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replace_special_tokens_in)
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from waifu.modules import BaseModule
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class KajiwotoVDM(BaseModule):
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'''A Vanilla Dialogue Module powered by the Kajiwoto dataset.'''
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def generator(self) -> t.Generator[str, None, None]:
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dataset = KajiwotoDataset()
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for episode in dataset:
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turns: t.List[str] = []
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for turn in episode:
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turns.append(
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f"{PromptConstants.USER_PREFIX}: {turn.user_message}")
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turns.append(
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f"{PromptConstants.BOT_TOKEN}: {turn.bot_response}")
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string = "\n".join(turns)
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processed_string = replace_special_tokens_in(string)
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for generated_string in generate_variants_for(processed_string):
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yield generated_string
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