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

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!

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