MLX Community · First MLX build 9 Feb 2026

jina-reranker-v3

MLX Text cc-by-nc-4.0

A 597M parameter reranking model, with one MLX build at MXFP4.

Hugging Face
Parameters
597M
From Hugging Face
Quantisation
MXFP4
jina-reranker-v3-4bit-mxfp4
Memory needed
3 GB
Estimate, unified memory
Download
336 MB
Weights, estimated
Downloads
141
This build, last 30 days
Task
Reranking
Text
MLX builds
1
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/jina-reranker-v3-4bit-mxfp4

MLX builds

1 on mlx-community
Click a column to sort. Smallest size and most downloads are highlighted.
jina-reranker-v3-4bit-mxfp4 MXFP4 336 MB 3 GB 141

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