Update README.md (#6825)

Add Ulysses-offload to News page

Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com>

README.md

@@ -16,6 +16,7 @@
 ## Latest News
 <b> <span style="color:orange" > DeepSpeed empowers ChatGPT-like model training with a single click, offering 15x speedup over SOTA RLHF systems with unprecedented cost reduction at all scales; [learn how](https://github.com/microsoft/DeepSpeed/tree/master/blogs/deepspeed-chat)</span>.</b>
 
+* [2024/12] [Ulysses-Offload: Democratizing Long Context LLM Training ](https://github.com/microsoft/DeepSpeed/blob/master/blogs/ulysses-offload/README.md)
 * [2024/12] [DeepSpeed-Domino: Communication-Free LLM Training Engine](https://github.com/microsoft/DeepSpeed/blob/master/blogs/deepspeed-domino/README.md)
 * [2024/08] [DeepSpeed on Windows](https://github.com/microsoft/DeepSpeed/tree/master/blogs/windows/08-2024/README.md) [[日本語](https://github.com/microsoft/DeepSpeed/tree/master/blogs/windows/08-2024/japanese/README.md)]
 * [2024/08] [DeepNVMe: Improving DL Applications through I/O Optimizations](https://github.com/microsoft/DeepSpeed/tree/master/blogs/deepspeed-gds/README.md) [[日本語](https://github.com/microsoft/DeepSpeed/tree/master/blogs/deepspeed-gds/japanese/README.md)]