[Docs] Convert rST to MyST (Markdown) (#11145)

Signed-off-by: Rafael Vasquez <rafvasq21@gmail.com>

docs/source/design/input_processing/input_processing_pipeline.md

@@ -0,0 +1,19 @@
+(input-processing-pipeline)=
+
+# Input Processing Pipeline
+
+1. Input data is passed to {class}`~vllm.LLMEngine` (or {class}`~vllm.AsyncLLMEngine`).
+
+2. Tokenize the data if necessary.
+
+3. Process the inputs using {meth}`INPUT_REGISTRY.process_input <vllm.inputs.registry.InputRegistry.process_input>`.
+
+   - For example, add placeholder tokens to reserve KV cache for multi-modal embeddings.
+
+4. Send the processed inputs to {class}`~vllm.executor.executor_base.ExecutorBase`.
+
+5. Distribute the inputs via {class}`~vllm.worker.worker_base.WorkerBase` to {class}`~vllm.worker.model_runner_base.ModelRunnerBase`.
+
+6. If the data contains multi-modal data, convert it into keyword arguments using {meth}`MULTIMODAL_REGISTRY.map_input <vllm.multimodal.MultiModalRegistry.map_input>`.
+
+   - For example, convert a {class}`PIL.Image.Image` input to its pixel values for a vision model.

docs/source/design/input_processing/input_processing_pipeline.rst

@@ -1,20 +0,0 @@
-.. _input_processing_pipeline:
-
-Input Processing Pipeline
-=========================
-
-1. Input data is passed to :class:`~vllm.LLMEngine` (or :class:`~vllm.AsyncLLMEngine`).
-
-2. Tokenize the data if necessary.
-
-3. Process the inputs using :meth:`INPUT_REGISTRY.process_input <vllm.inputs.registry.InputRegistry.process_input>`.
-
-   - For example, add placeholder tokens to reserve KV cache for multi-modal embeddings.
-
-4. Send the processed inputs to :class:`~vllm.executor.executor_base.ExecutorBase`.
-
-5. Distribute the inputs via :class:`~vllm.worker.worker_base.WorkerBase` to :class:`~vllm.worker.model_runner_base.ModelRunnerBase`.
-
-6. If the data contains multi-modal data, convert it into keyword arguments using :meth:`MULTIMODAL_REGISTRY.map_input <vllm.multimodal.MultiModalRegistry.map_input>`.
-
-   - For example, convert a :class:`PIL.Image.Image` input to its pixel values for a vision model.

docs/source/design/input_processing/model_inputs_index.md

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+(input-processing)=
+
+# Input Processing
+
+```{eval-rst}
+.. currentmodule:: vllm.inputs
+```
+
+Each model can override parts of vLLM's [input processing pipeline](#input-processing-pipeline) via
+{data}`~vllm.inputs.INPUT_REGISTRY` and {data}`~vllm.multimodal.MULTIMODAL_REGISTRY`.
+
+Currently, this mechanism is only utilized in [multi-modal](#multi-modality) models for preprocessing multi-modal input
+data in addition to input prompt, but it can be extended to text-only language models when needed.
+
+## Guides
+
+```{toctree}
+:maxdepth: 1
+
+input_processing_pipeline
+```
+
+## Module Contents
+
+### LLM Engine Inputs
+
+```{eval-rst}
+.. autoclass:: vllm.inputs.DecoderOnlyInputs
+    :members:
+    :show-inheritance:
+```
+
+### Registry
+
+```{eval-rst}
+.. autodata:: vllm.inputs.INPUT_REGISTRY
+```
+
+```{eval-rst}
+.. automodule:: vllm.inputs.registry
+    :members:
+    :show-inheritance:
+```

docs/source/design/input_processing/model_inputs_index.rst

@@ -1,39 +0,0 @@
-.. _input_processing:
-
-Input Processing
-================
-
-.. currentmodule:: vllm.inputs
-
-Each model can override parts of vLLM's :ref:`input processing pipeline <input_processing_pipeline>` via
-:data:`~vllm.inputs.INPUT_REGISTRY` and :data:`~vllm.multimodal.MULTIMODAL_REGISTRY`.
-
-Currently, this mechanism is only utilized in :ref:`multi-modal <multi_modality>` models for preprocessing multi-modal input 
-data in addition to input prompt, but it can be extended to text-only language models when needed.
-
-Guides
-++++++
-
-.. toctree::
-   :maxdepth: 1
-
-   input_processing_pipeline
-
-Module Contents
-+++++++++++++++
-
-LLM Engine Inputs
------------------
-
-.. autoclass:: vllm.inputs.DecoderOnlyInputs
-    :members:
-    :show-inheritance:
-
-Registry
---------
-
-.. autodata:: vllm.inputs.INPUT_REGISTRY
-
-.. automodule:: vllm.inputs.registry
-    :members:
-    :show-inheritance: