Cloudflare · First MLX build 9 Oct 2026

clef-omni

MLX Text apache-2.0

A 32B parameter zero shot classification model from Cloudflare, with 2 MLX builds, from 4-bit to 8-bit.

Hugging Face
Parameters
32B
From Hugging Face
Quantisation
4-bit
clef-omni-4bit
Memory needed
24 GB
Estimate, unified memory
Download
19.5 GB
Weights, estimated
Downloads
494
This build, last 30 days
Task
Zero shot classification
Text
MLX builds
2
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 · Hugging Face CLI
$ pip install -U huggingface_hub
$ hf download mlx-community/clef-omni-4bit

MLX builds

2 on mlx-community
Click a column to sort. Smallest size and most downloads are highlighted.
clef-omni-4bit 4-bit 19.5 GB 24 GB 494
clef-omni-8bit 8-bit 34.8 GB 41 GB 250

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