Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
base_model: black-forest-labs/FLUX.1-schnell
|
| 3 |
+
base_model_relation: quantized
|
| 4 |
+
datasets:
|
| 5 |
+
- mit-han-lab/svdquant-datasets
|
| 6 |
+
language:
|
| 7 |
+
- en
|
| 8 |
+
library_name: diffusers
|
| 9 |
+
license: apache-2.0
|
| 10 |
+
pipeline_tag: text-to-image
|
| 11 |
+
tags:
|
| 12 |
+
- text-to-image
|
| 13 |
+
- SVDQuant
|
| 14 |
+
- FLUX.1-schnell
|
| 15 |
+
- FLUX.1
|
| 16 |
+
- Diffusion
|
| 17 |
+
- Quantization
|
| 18 |
+
- ICLR2025
|
| 19 |
+
|
| 20 |
+
---
|
| 21 |
+
**This repository has been deprecated and will be hidden in December 2025. Please use https://huggingface.co/nunchaku-tech/nunchaku-flux.1-schnell.**
|
| 22 |
+
|
| 23 |
+
## Citation
|
| 24 |
+
|
| 25 |
+
```bibtex
|
| 26 |
+
@inproceedings{
|
| 27 |
+
li2024svdquant,
|
| 28 |
+
title={SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models},
|
| 29 |
+
author={Li*, Muyang and Lin*, Yujun and Zhang*, Zhekai and Cai, Tianle and Li, Xiuyu and Guo, Junxian and Xie, Enze and Meng, Chenlin and Zhu, Jun-Yan and Han, Song},
|
| 30 |
+
booktitle={The Thirteenth International Conference on Learning Representations},
|
| 31 |
+
year={2025}
|
| 32 |
+
}
|
| 33 |
+
```
|