MLX Community · First MLX build 4 Jun 2025

Llama-3.2-11B-Vision-Surgical-CholecT50

MLX nvidia-community-model-license

A 11B parameter model, with 3 MLX builds, from bf16 to 8-bit.

Hugging Face
Parameters
11B
From Hugging Face
Quantisation
4-bit
Llama-3.2-11B-Vision-Surgical-CholecT50-4bit
Memory needed
— GB
Estimate, unified memory
Download
—
Weights, estimated
Downloads
73
This build, last 30 days
Task
—
MLX builds
3
On mlx-community
Devices
Mac
Apple silicon

Memory

Hugging Face does not list a weights size for this build, so there is no memory estimate.

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/Llama-3.2-11B-Vision-Surgical-CholecT50-4bit

MLX builds

3 on mlx-community
Click a column to sort. Smallest size and most downloads are highlighted.
Llama-3.2-11B-Vision-Surgical-CholecT50-bf16 bf16 21.3 GB 26 GB 65
Llama-3.2-11B-Vision-Surgical-CholecT50-4bit 4-bit — — 73
Llama-3.2-11B-Vision-Surgical-CholecT50-8bit 8-bit — — 54

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