polish code

README.md

@@ -93,7 +93,7 @@ Furthermore, xDiT incorporates optimization techniques from [DiTFastAttn](https:
 
 <h2 id="updates">📢 Updates</h2>
 
-* 🎉**November 28, 2024**: xDiT achieves 1.6 sec for 28-step [Flux.1-Dev](https://huggingface.co/black-forest-labs/FLUX.1-schnell) inference on 4xH100!
+* 🎉**November 28, 2024**: xDiT achieves 1.6 sec end-to-end latency for 28-step [Flux.1-Dev](https://huggingface.co/black-forest-labs/FLUX.1-dev) inference on 4xH100!
 * 🎉**November 20, 2024**: xDiT supports [CogVideoX-1.5](https://huggingface.co/THUDM/CogVideoX1.5-5B) and achieved 6.12x speedup compare to the implementation in diffusers!
 * 🎉**November 11, 2024**: xDiT has been applied to [mochi-1](https://github.com/xdit-project/mochi-xdit) and achieved 3.54x speedup compare to the official open source implementation!
 * 🎉**October 10, 2024**: xDiT applied DiTFastAttn to accelerate single GPU inference for Pixart Models!