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[Core] Simplify and unify mm uuid handling & auto-generated mm hash overrides processing. (#24271)

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Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
This commit is contained in:
Chenheli Hua
2025-09-09 21:36:09 -07:00
committed by GitHub
parent 0efdb5c3ba
commit 009d689b0c
13 changed files with 110 additions and 127 deletions
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7
vllm/model_executor/models/paligemma.py
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@@ -12,7 +12,8 @@ from vllm.logger import init_logger
from vllm.model_executor.sampling_metadata import SamplingMetadata
from vllm.multimodal import MULTIMODAL_REGISTRY
from vllm.multimodal.inputs import (MultiModalDataDict, MultiModalFieldConfig,
MultiModalInputs, MultiModalKwargsItems)
MultiModalInputs, MultiModalKwargsItems,
MultiModalUUIDDict)
from vllm.multimodal.parse import (ImageEmbeddingItems, ImageProcessorItems,
MultiModalDataItems)
from vllm.multimodal.processing import (BaseMultiModalProcessor,
@@ -203,13 +204,13 @@ class PaliGemmaMultiModalProcessor(
mm_data: MultiModalDataDict,
hf_processor_mm_kwargs: Mapping[str, object],
tokenization_kwargs: Optional[Mapping[str, object]] = None,
mm_hash_overrides: Optional[dict[str, list[str]]] = None,
mm_uuids: Optional[MultiModalUUIDDict] = None,
) -> MultiModalInputs:
mm_inputs = super().apply(prompt,
mm_data,
hf_processor_mm_kwargs,
tokenization_kwargs,
mm_hash_overrides=mm_hash_overrides)
mm_uuids=mm_uuids)
prompt_token_ids = mm_inputs["prompt_token_ids"]
tokenizer = self.info.get_tokenizer()