inclusionAI · First MLX build 20 Mar 2026

UI-Venus-1.5-8B

MLX TextVision apache-2.0

A 8.8B parameter vision and text model from inclusionAI, with 3 MLX builds, from 4-bit to bf16.

Hugging Face
Parameters
8.8B
From Hugging Face
Quantisation
4-bit
UI-Venus-1.5-8B-4bit
Memory needed
9 GB
Estimate, unified memory
Download
5.8 GB
Weights, estimated
Downloads
44
This build, last 30 days
Task
Vision and text
Text, Vision
MLX builds
3
On mlx-community
Devices
Mac
Apple silicon

Memory

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/UI-Venus-1.5-8B-4bit --image photo.jpg --prompt "Describe this image"

MLX builds

3 on mlx-community
Click a column to sort. Smallest size and most downloads are highlighted.
UI-Venus-1.5-8B-4bit 4-bit 5.8 GB 9 GB 44
UI-Venus-1.5-8B-6bit 6-bit 7.8 GB 11 GB 35
UI-Venus-1.5-8B-bf16 bf16 17.5 GB 22 GB 25

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