Since ollama has diverged from llama.cpp, it will take a bit of time for ollama to support multi-modality. If you're using plain llama.cpp it looks like a PR has already merged for this model with vision and audio support:

https://github.com/ggml-org/llama.cpp/pull/24077

Just use llama.cpp or Unsloth Studio which wraps it, I don't know why anyone use Ollama anymore.