Fixed Optimum link to point to published doc page

README.md

@@ -22,7 +22,7 @@ execution provider (EP) for ONNX Runtime combined with quantization tools and a
 All of this is made possible based on Ryzen™ AI technology built on AMD XDNA™ architecture, 
 purpose-built to run AI workloads efficiently and locally, 
 offering a host of benefits for the developer innovating the next groundbreaking AI app. Details on getting started 
-with Hugging Face models are available on the [Optimum page](https://moon-ci-docs.huggingface.co/docs/optimum-amd/pr_29/en/ryzenai/overview) 
+with Hugging Face models are available on the [Optimum page](https://huggingface.co/docs/optimum/main/en/amd/index) 
 
 The following section describes how to use the most common transformers on Hugging Face 
 for inference workloads on select AMD Instinct™ accelerators and AMD Radeon™ GPUs using the AMD ROCm software ecosystem.