> For clean Markdown content of this page, append .md to this URL. For the complete documentation index, see https://docs.nvidia.com/dynamo/llms.txt. For full content including API reference and SDK examples, see https://docs.nvidia.com/dynamo/llms-full.txt.

# Multimodal Serving

## Docs

- [Multimodal Model Serving](https://docs.nvidia.com/dynamo/v1.4.2/multimodal/overview.md): Deploy multimodal models with image, video, and audio support in Dynamo
- [Parallel Media Decoding](https://docs.nvidia.com/dynamo/v1.4.2/multimodal/parallel-media-decoding.md): Decode image inputs concurrently in the Rust frontend and transfer pixels to inference backends
- [Embedding Cache](https://docs.nvidia.com/dynamo/v1.4.2/multimodal/embedding-cache.md): Cache vision encoder embeddings to skip re-encoding repeated multimodal content
- [Multimodal KV Routing](https://docs.nvidia.com/dynamo/v1.4.2/multimodal/multimodal-kv-routing.md): Include multimodal identity in the router's combined cache-and-load cost
- [Encoder Disaggregation](https://docs.nvidia.com/dynamo/v1.4.2/multimodal/encoder-disaggregation.md): Separate vision encoding into a dedicated worker for independent scaling
- [Video Decode GPU Requirements](https://docs.nvidia.com/dynamo/v1.4.2/multimodal/video-decode-gpu-requirements.md)
- [Additional Media Decoders](https://docs.nvidia.com/dynamo/v1.4.2/multimodal/additional-media-decoders.md): Explicitly install software decoders for input formats the image cannot decode