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[ICLR2025 Spotlight] SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models

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This commit resolves an issue where the Nunchaku model could not be correctly initialized and run on a user-specified non-zero GPU in multi-GPU systems. Key changes include: - Using CUDADeviceContext...

### Checklist - [x] 1. I have searched for related issues and FAQs (https://github.com/mit-han-lab/nunchaku/blob/main/docs/faq.md) but was unable to find a solution. - [x] 2. The issue persists in the latest...

## Motivation To solve https://github.com/mit-han-lab/nunchaku/issues/265 , we give a script that can map from Lora to diffusers. ## Modifications Add the script "examples/flux.1-dev-lora-to-diffusers.py". You can modify the lora path in...

## Motivation Support Omini-Control in Flux.Dev ## Modifications 1. Create Omini-Control Flux Backbone. 2. Add Omini-Control Pipeline 3. Add Omini-Control Minimum Examples ## Checklist - [ ] Code is formatted...

### Checklist - [ ] 1. If the issue you raised is not a feature but a question, please raise a discussion at https://github.com/mit-han-lab/nunchaku/discussions/new/choose. Otherwise, it will be closed. -...

enhancement

### Checklist - [x] 1. If the issue you raised is not a feature but a question, please raise a discussion at https://github.com/mit-han-lab/nunchaku/discussions/new/choose. Otherwise, it will be closed. - [x]...

enhancement

### Checklist - [ ] 1. If the issue you raised is not a feature but a question, please raise a discussion at https://github.com/mit-han-lab/nunchaku/discussions/new/choose. Otherwise, it will be closed. -...

### Checklist - [x] 1. I have searched for related issues and FAQs (https://github.com/mit-han-lab/nunchaku/blob/main/docs/faq.md) but was unable to find a solution. - [x] 2. The issue persists in the latest...

bug

### Checklist - [ ] 1. If the issue you raised is not a feature but a question, please raise a discussion at https://github.com/mit-han-lab/nunchaku/discussions/new/choose. Otherwise, it will be closed. -...

enhancement

Hi there, very good job, speed and quality are impressive except that I get a lot of anatomy fails with my lora's ( with the lora nunchaku loader ) Any...

enhancement
quality