Update docs/source/en/optimization/fp16.md

Co-authored-by: Steven Liu <[email protected]>

Author: sayakpaul

docs/source/en/optimization/fp16.md

@@ -241,8 +241,7 @@ In general, the `sigmas` should [stay on the CPU](https://github.com/huggingface
 
 <Tip>
 
-Refer to [this blog post](https://pytorch.org/blog/torch-compile-and-diffusers-a-hands-on-guide-to-peak-performance/) for a comprehensive coverage on how to use
-`torch.compile` for getting maximum performance in Diffusers for various scenarios. 
+Refer to the [torch.compile and Diffusers: A Hands-On Guide to Peak Performance](https://pytorch.org/blog/torch-compile-and-diffusers-a-hands-on-guide-to-peak-performance/) blog post for maximizing performance with `torch.compile` for diffusion models.
 
 </Tip>