If you have an Apple Silicon Mac with >24GB of RAM and >5GB of available disk space and uv installed, try running this command to see the new model in action (replace IMG_4414.JPG at the end with a path to your own image)
uv run \
--with mlx-vlm \
--with torch \
python -m mlx_vlm.generate \
--model mlx-community/SmolVLM-Instruct-bf16 \
--max-tokens 500 \
--temp 0.5 \
--prompt "Describe this image in detail" \
--image IMG_4414.JPG