Add per-request decode tp size (#14678)
Co-authored-by: Byron Hsu <byronhsu1230@gmail.com>
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@@ -196,6 +196,7 @@ class GenerateReqInput(BaseReq):
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bootstrap_port: Optional[Union[List[Optional[int]], int]] = None
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bootstrap_room: Optional[Union[List[int], int]] = None
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bootstrap_pair_key: Optional[Union[List[str], str]] = None
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decode_tp_size: Optional[Union[List[Optional[int]], int]] = None
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# For reasoning
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reasoning: bool = False
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@@ -619,6 +620,9 @@ class GenerateReqInput(BaseReq):
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if self.bootstrap_pair_key is not None
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else None
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),
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decode_tp_size=(
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self.decode_tp_size[i] if self.decode_tp_size is not None else None
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),
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validation_time=self.validation_time,
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data_parallel_rank=(
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self.data_parallel_rank if self.data_parallel_rank is not None else None
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@@ -677,6 +681,7 @@ class TokenizedGenerateReqInput(BaseReq):
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bootstrap_port: Optional[int] = None
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bootstrap_room: Optional[int] = None
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bootstrap_pair_key: Optional[str] = None
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decode_tp_size: Optional[int] = None
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# For reasoning
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reasoning: bool = False
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@@ -841,6 +841,9 @@ class TokenizerManager(TokenizerCommunicatorMixin):
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f"The input_ids {input_ids} contains values greater than the vocab size ({vocab_size})."
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)
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def _get_sampling_params(self, sampling_kwargs: Dict) -> SamplingParams:
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return SamplingParams(**sampling_kwargs)
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def _create_tokenized_object(
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self,
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obj: Union[GenerateReqInput, EmbeddingReqInput],
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@@ -858,7 +861,7 @@ class TokenizerManager(TokenizerCommunicatorMixin):
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sampling_kwargs = {**self.preferred_sampling_params, **obj.sampling_params}
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else:
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sampling_kwargs = obj.sampling_params
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sampling_params = SamplingParams(**sampling_kwargs)
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sampling_params = self._get_sampling_params(sampling_kwargs)
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sampling_params.normalize(self.tokenizer)
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sampling_params.verify(self.model_config.vocab_size)
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