MLX Community · First MLX build 10 Jul 2025

medgemma-27b-it

MLX TextVision health-ai-developer-foundations

A vision and text model, with 4 MLX builds, from 8-bit to 6-bit.

Hugging Face
Parameters
—
Not published
Quantisation
8-bit
medgemma-27b-it-8bit
Memory needed
— GB
Estimate, unified memory
Download
—
Weights, estimated
Downloads
311
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/medgemma-27b-it-8bit --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.
medgemma-27b-it-8bit 8-bit — — 311
medgemma-27b-it-4bit 4-bit — — 130
medgemma-27b-it-bf16 bf16 — — 79
medgemma-27b-it-6bit 6-bit — — 61

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