Update README.md

README.md

@@ -12,8 +12,8 @@ The YOSO was proposed in "[You Only Sample Once: Taming One-Step Text-To-Image S
 
 Official Repository of this paper: [YOSO](https://github.com/Luo-Yihong/YOSO).
 
-## News
-(2024/10/21) We update a new version of the technical report. In particular, we re-train the YOSO-LoRA via more computational resources and better data, achieving better one-step performance. Check the technical report for more details! The newly trained LoRA may be released in the next few months.
+## Note
+**This is our old-version LoRA**. We have re-trained the YOSO-LoRA via more computational resources and better data, achieving better one-step performance. Check the [technical report](https://www.arxiv.org/abs/2403.12931) for more details! The newly trained LoRA may be released in the next few months.