MLX Community · First MLX build 12 Jun 2025

Lingshu-32B

MLX TextVision mit

A vision and text model, with 4 MLX builds, from 4-bit to bf16.

Hugging Face
Parameters
—
Not published
Quantisation
4-bit
Lingshu-32B-4bit
Memory needed
— GB
Estimate, unified memory
Download
—
Weights, estimated
Downloads
45
This build, last 30 days
Task
Vision and text
Text, Vision
MLX builds
4
On mlx-community
Devices
Mac
Apple silicon

Memory

Hugging Face does not list a weights size for this build, so there is no memory estimate.

Estimated from the size of the weights, plus a fifth for context and working memory and 2 GB for macOS and your apps. Long contexts need more.

Run it

Terminal · mlx-vlm
$ pip install -U mlx-vlm
$ python -m mlx_vlm.generate --model mlx-community/Lingshu-32B-4bit --image photo.jpg --prompt "Describe this image"

MLX builds

4 on mlx-community
Click a column to sort. Smallest size and most downloads are highlighted.
Lingshu-32B-4bit 4-bit — — 45
Lingshu-32B-6bit 6-bit — — 22
Lingshu-32B-8bit 8-bit — — 22
Lingshu-32B-bf16 bf16 — — 21

Sizes are estimated from Hugging Face’s parameter counts and the quantisation. Downloads are for the last 30 days.