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14 changes: 13 additions & 1 deletion vllm/model_executor/models/transformers/multimodal.py
Original file line number Diff line number Diff line change
Expand Up @@ -474,7 +474,19 @@ def get_mrope_input_positions(
# can't accept arbitrary args, even if its value is `None`
kwargs = {}
if mm_token_type_ids:
kwargs["mm_token_type_ids"] = torch.cat(mm_token_type_ids)
if not hasattr(self, "_get_rope_index_accepts_mm_token_type_ids"):
import inspect

sig = inspect.signature(self.model.get_rope_index)
params = sig.parameters
self._get_rope_index_accepts_mm_token_type_ids = (
"mm_token_type_ids" in params
or any(
p.kind == inspect.Parameter.VAR_KEYWORD for p in params.values()
)
)
if self._get_rope_index_accepts_mm_token_type_ids:
kwargs["mm_token_type_ids"] = torch.cat(mm_token_type_ids)

mrope_positions, mrope_position_delta = self.model.get_rope_index(
input_ids=torch.tensor(input_tokens).unsqueeze(0),
Expand Down