diff --git a/README.md b/README.md
index f76653f..24366c4 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,7 @@
 [![ModelScope](https://img.shields.io/badge/🤖-ModelScope-purple)](https://modelscope.cn/collections/BestWishYSH/Helios)
 
 [![Ascend](https://img.shields.io/badge/Inference-Ascend--NPU-red)](https://www.hiascend.com/)
-[![Diffusers](https://img.shields.io/badge/Inference-Diffusers-blueviolet)](https://github.com/huggingface/diffusers)
+[![Diffusers](https://img.shields.io/badge/Inference-Diffusers-blueviolet)](https://github.com/huggingface/diffusers/pull/13208)
 [![vLLM-Omni](https://img.shields.io/badge/Backend-vLLM--Omni-orange)](https://github.com/vllm-project/vllm-omni/pull/1604)
 [![SGLang Diffusion](https://img.shields.io/badge/Backend-SGLang--Diffusion-yellow)](https://github.com/sgl-project/sglang/pull/19782)
 
@@ -58,7 +58,7 @@ or you can click <a href="https://github.com/PKU-YuanGroup/Helios-Page/blob/main
 
 * ⏳⏳⏳ Release the [Technical Report](https://github.com/PKU-YuanGroup/Helios-Page/blob/main/helios_technical_report.pdf) on arXiv.
 * `[2025.03.04]` 🚀 Day-0 support for [Ascend-NPU](https://www.hiascend.com)，with sincere gratitude to the Ascend Team for their support.
-* `[2025.03.04]` 🚀 Day-0 support for [Diffusers](https://github.com/huggingface/diffusers)，with special thanks to the HuggingFace Team for their support.
+* `[2025.03.04]` 🚀 Day-0 support for [Diffusers](https://github.com/huggingface/diffusers/pull/13208)，with special thanks to the HuggingFace Team for their support.
 * `[2025.03.04]` 🚀 Day-0 support for [vLLM-Omni](https://github.com/vllm-project/vllm-omni/pull/1604)，with heartfelt gratitude to the vLLM Team for their support.
 * `[2025.03.04]` 🚀 Day-0 support for [SGLang-Diffusion](https://github.com/sgl-project/sglang/pull/19782)，with huge thanks to the SGLang Team for their support.
 * `[2025.03.04]` 🔥 We've released the training/inference code and weights of **Helios-Base**, **Helios-Mid** and **Helios-Distilled**.