license: apache-2.0
Repos
https://github.com/mit-han-lab/deepcompressor
Installation
https://github.com/mit-han-lab/deepcompressor/issues/56
https://github.com/nunchaku-tech/deepcompressor/issues/80
Windows
https://learn.microsoft.com/en-us/windows/wsl/install
https://www.anaconda.com/docs/getting-started/miniconda/install
Environment
python 3.10
cuda 12.8
torch 2.7
Quantization
https://github.com/nunchaku-tech/deepcompressor/blob/main/examples/diffusion/README.md
Model Path: https://github.com/nunchaku-tech/deepcompressor/issues/70#issuecomment-2788155233
Save model: --save-model true or --save-model /PATH/TO/CHECKPOINT/DIR
Example: python -m deepcompressor.app.diffusion.ptq examples/diffusion/configs/model/flux.1-kontext-dev.yaml examples/diffusion/configs/svdquant/nvfp4.yaml
Folder Structure
Dependencies
https://github.com/Dao-AILab/flash-attention
https://github.com/facebookresearch/xformers
https://github.com/openai/CLIP
https://github.com/THUDM/ImageReward
Wheels
https://huggingface.co/datasets/siraxe/PrecompiledWheels_Torch-2.8-cu128-cp312
https://huggingface.co/lldacing/flash-attention-windows-wheel