Merge tag 'v0.7.1' into v0.7.1-dev

docs/source/api/multimodal/index.md

+(multi-modality)=
+
+# Multi-Modality
+
+vLLM provides experimental support for multi-modal models through the {mod}`vllm.multimodal` package.
+
+Multi-modal inputs can be passed alongside text and token prompts to [supported models](#supported-mm-models)
+via the `multi_modal_data` field in {class}`vllm.inputs.PromptType`.
+
+Looking to add your own multi-modal model? Please follow the instructions listed [here](#supports-multimodal).
+
+## Module Contents
+
+```{eval-rst}
+.. autodata:: vllm.multimodal.MULTIMODAL_REGISTRY
+```
+
+## Submodules
+
+:::{toctree}
+:maxdepth: 1
+
+inputs
+parse
+processing
+profiling
+registry
+:::

docs/source/api/multimodal/inputs.md

+# Input Definitions
+
+## User-facing inputs
+
+```{eval-rst}
+.. autodata:: vllm.multimodal.inputs.MultiModalDataDict
+```
+
+## Internal data structures
+
+```{eval-rst}
+.. autoclass:: vllm.multimodal.inputs.PlaceholderRange
+    :members:
+    :show-inheritance:
+```
+
+```{eval-rst}
+.. autodata:: vllm.multimodal.inputs.NestedTensors
+```
+
+```{eval-rst}
+.. autoclass:: vllm.multimodal.inputs.MultiModalFieldElem
+    :members:
+    :show-inheritance:
+```
+
+```{eval-rst}
+.. autoclass:: vllm.multimodal.inputs.MultiModalFieldConfig
+    :members:
+    :show-inheritance:
+```
+
+```{eval-rst}
+.. autoclass:: vllm.multimodal.inputs.MultiModalKwargsItem
+    :members:
+    :show-inheritance:
+```
+
+```{eval-rst}
+.. autoclass:: vllm.multimodal.inputs.MultiModalKwargs
+    :members:
+    :show-inheritance:
+```
+
+```{eval-rst}
+.. autoclass:: vllm.multimodal.inputs.MultiModalInputs
+    :members:
+    :show-inheritance:
+```

docs/source/api/multimodal/parse.md

+# Data Parsing
+
+## Module Contents
+
+```{eval-rst}
+.. automodule:: vllm.multimodal.parse
+    :members:
+    :member-order: bysource
+```

docs/source/api/multimodal/processing.md

+# Data Processing
+
+## Module Contents
+
+```{eval-rst}
+.. automodule:: vllm.multimodal.processing
+    :members:
+    :member-order: bysource
+```

docs/source/api/multimodal/profiling.md

+# Memory Profiling
+
+## Module Contents
+
+```{eval-rst}
+.. automodule:: vllm.multimodal.profiling
+    :members:
+    :member-order: bysource
+```

docs/source/api/multimodal/registry.md

+# Registry
+
+## Module Contents
+
+```{eval-rst}
+.. automodule:: vllm.multimodal.registry
+    :members:
+    :member-order: bysource
+```

docs/source/dev/offline_inference/offline_index.md → docs/source/api/offline_inference/index.md

 # Offline Inference
 
-```{toctree}
+:::{toctree}
+:caption: Contents
 :maxdepth: 1
 
 llm
 llm_inputs
-```
+:::