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mlx-stable-diffusion-3.5-large-4bit-quantized

Text-to-Image
DiffusionKit
MLX
English
image-generation
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metadata
license: other
license_name: stabilityai-ai-community
license_link: >-
  https://huggingface.co/stabilityai/stable-diffusion-3.5-large/blob/main/LICENSE.md
library_name: diffusionkit
base_model: stabilityai/stable-diffusion-3.5-large
tags:
  - text-to-image
  - image-generation
  - mlx
inference: false
language:
  - en

Stable Diffusion 3.5 Large Quantized on DiffusionKit MLX!

This checkpoint was generated by applying nn.quantize to all linear layers of MMDiT

Check out the original model!

Check out the DiffusionKit github repository!

SD3 Example Output

Usage

  • Create conda environment 

conda create -n diffusionkit python=3.11 -y
conda activate diffusionkit
pip install diffusionkit

  • Run the cli command 

diffusionkit-cli --prompt "detailed cinematic dof render of a \
detailed MacBook Pro on a wooden desk in a dim room with items \
around, messy dirty room. On the screen are the letters 'SD3 on \
DiffusionKit' glowing softly. High detail hard surface render" \
--model-version argmaxinc/mlx-stable-diffusion-3.5-large-4bit-quantized \
--height 768 \
--width 1360 \
--seed 1001 \
--step 50 \
--cfg 7 \
--t5 \
--output ~/Desktop/sd3_on_mac.png