ornith-ai · First MLX build 27 Jun 2026

Ornith-1.0-35B

MLX TextVision mit

A 35B parameter vision and text model from ornith-ai, with 7 MLX builds, from 3-bit to 8-bit.

Hugging Face
Parameters
35B
From Hugging Face
Quantisation
4-bit
Ornith-1.0-35B-4bit
Memory needed
25 GB
Estimate, unified memory
Download
20.4 GB
Weights, estimated
Downloads
218
This build, last 30 days
Task
Vision and text
Text, Vision
MLX builds
7
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/Ornith-1.0-35B-4bit --image photo.jpg --prompt "Describe this image"

MLX builds

7 on mlx-community
Click a column to sort. Smallest size and most downloads are highlighted.
Ornith-1.0-35B-3bit 3-bit 16.1 GB 20 GB 48
Ornith-1.0-35B-4bit 4-bit 20.4 GB 25 GB 218
Ornith-1.0-35B-OptiQ-4bit 4-bit 20.4 GB 25 GB 113
Ornith-1.0-35B-5bit 5-bit 24.7 GB 30 GB 40
Ornith-1.0-35B-OptiQ-6bit 6-bit 29.1 GB 35 GB 80
Ornith-1.0-35B-6bit 6-bit 29.1 GB 35 GB 48
Ornith-1.0-35B-8bit 8-bit 37.7 GB 45 GB 85

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