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2026-04-09 11:19:36 +08:00
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multimodal/__init__.py
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# SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
from .hasher import MultiModalHasher
from .inputs import (
BatchedTensorInputs,
ModalityData,
MultiModalDataBuiltins,
MultiModalDataDict,
MultiModalKwargs,
MultiModalKwargsItems,
MultiModalPlaceholderDict,
MultiModalUUIDDict,
NestedTensors,
)
from .registry import MultiModalRegistry
MULTIMODAL_REGISTRY = MultiModalRegistry()
"""
The global [`MultiModalRegistry`][vllm.multimodal.registry.MultiModalRegistry]
is used by model runners to dispatch data processing according to the target
model.
Info:
[mm_processing](../../../design/mm_processing.md)
"""
__all__ = [
"BatchedTensorInputs",
"ModalityData",
"MultiModalDataBuiltins",
"MultiModalDataDict",
"MultiModalHasher",
"MultiModalKwargs",
"MultiModalKwargsItems",
"MultiModalPlaceholderDict",
"MultiModalUUIDDict",
"NestedTensors",
"MULTIMODAL_REGISTRY",
"MultiModalRegistry",
]