From 27ab8bfeedc8c700e976db785ff27238ae43aaa2 Mon Sep 17 00:00:00 2001
From: Shenghai Yuan <140951558+SHYuanBest@users.noreply.github.com>
Date: Fri, 6 Mar 2026 21:50:05 +0800
Subject: [PATCH] Clarify Cache-DiT support details in README

Updated the latest news section to clarify Cache-DiT's support for Helios and its features.
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 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 464c740..8c49e93 100644
--- a/README.md
+++ b/README.md
@@ -58,7 +58,7 @@ or you can click <a href="https://github.com/PKU-YuanGroup/Helios-Page/blob/main
 
 ## 📣 Latest News!!
 
-* `[2026.03.06]` 🚀 [Cache-DiT](https://github.com/vipshop/cache-dit/pull/834) now supports Helios, achieving up to 1.8x acceleration! Check it out at Cache-DiT. Special thanks to the Cache-DiT Team for their amazing work.
+* `[2026.03.06]` 🚀 [Cache-DiT](https://github.com/vipshop/cache-dit/pull/834) now supports Helios, it offers Fully Cache Acceleration and Parallelism support for Helios! Special thanks to the Cache-DiT Team for their amazing work.
 * `[2026.03.06]` 🚀 We fix the Parallel Inference logits for Helios, and provide an example [here](#-parallel-inference-on-multiple-gpus). Thanks [Cache-DiT Team](https://github.com/vipshop/cache-dit/pull/836). 
 * `[2026.03.06]` 👋 We official release the [Gradio Demo](https://huggingface.co/spaces/BestWishYsh/Helios-14B-RealTime), welcome to try it.
 * `[2026.03.05]` 👋 We are excited to announce the release of the Helios [technical report](https://arxiv.org/abs/2603.04379) on arXiv. We welcome discussions and feedback!