update

vllm/multimodal/__init__.py

@@ -0,0 +1,38 @@
+# 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,
+    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",
+    "MultiModalKwargsItems",
+    "MultiModalPlaceholderDict",
+    "MultiModalUUIDDict",
+    "NestedTensors",
+    "MULTIMODAL_REGISTRY",
+    "MultiModalRegistry",
+]