vllm.reasoning.deepseek_r1_reasoning_parser ¶

@ReasoningParserManager.register_module("deepseek_r1")
class DeepSeekR1ReasoningParser(BaseThinkingReasoningParser):
    """
    Reasoning parser for DeepSeek R1 model.

    The DeepSeek R1 model uses <think>...</think> tokens to denote reasoning
    text. This parser extracts the reasoning content from the model output.
    """

    @property
    def start_token(self) -> str:
        """The token that starts reasoning content."""
        return "<think>"

    @property
    def end_token(self) -> str:
        """The token that ends reasoning content."""
        return "</think>"

    def extract_reasoning_content_streaming(
        self,
        previous_text: str,
        current_text: str,
        delta_text: str,
        previous_token_ids: Sequence[int],
        current_token_ids: Sequence[int],
        delta_token_ids: Sequence[int],
    ) -> Union[DeltaMessage, None]:
        ret = super().extract_reasoning_content_streaming(
            previous_text,
            current_text,
            delta_text,
            previous_token_ids,
            current_token_ids,
            delta_token_ids,
        )
        if (ret is not None and self.start_token_id not in previous_token_ids
                and self.start_token_id not in delta_token_ids):
            if self.end_token_id in delta_token_ids:
                # end token in delta with more tokens,
                # extract reasoning content and content
                end_index = delta_text.find(self.end_token)
                reasoning_content = delta_text[:end_index]
                content = delta_text[end_index + len(self.end_token):]
                return DeltaMessage(
                    reasoning_content=reasoning_content,
                    content=content if content else None,
                )
            elif self.end_token_id in previous_token_ids:
                # end token in previous, thinking content ends
                return DeltaMessage(content=delta_text)
            else:
                # no end token in previous or delta, reasoning content continues
                return DeltaMessage(reasoning_content=delta_text)

        return ret