MLX Community · First MLX build 3 Jun 2025

Holo1-3B

MLX TextVision other

A 3.8B parameter vision and text model, with 5 MLX builds, from 3-bit to bf16.

Hugging Face
Parameters
3.8B
From Hugging Face
Quantisation
4-bit
Holo1-3B-4bit
Memory needed
6 GB
Estimate, unified memory
Download
3.1 GB
Weights, estimated
Downloads
37
This build, last 30 days
Task
Vision and text
Text, Vision
MLX builds
5
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/Holo1-3B-4bit --image photo.jpg --prompt "Describe this image"

MLX builds

5 on mlx-community
Click a column to sort. Smallest size and most downloads are highlighted.
Holo1-3B-3bit 3-bit 2.7 GB 6 GB 32
Holo1-3B-4bit 4-bit 3.1 GB 6 GB 37
Holo1-3B-6bit 6-bit 3.8 GB 7 GB 28
Holo1-3B-8bit 8-bit 4.6 GB 8 GB 29
Holo1-3B-bf16 bf16 7.5 GB 11 GB 25

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