diff --git a/docs/source/en/perf_train_cpu.mdx b/docs/source/en/perf_train_cpu.mdx
index c35a62fcdc..aa7a9ec2bf 100644
--- a/docs/source/en/perf_train_cpu.mdx
+++ b/docs/source/en/perf_train_cpu.mdx
@@ -58,3 +58,6 @@ Take an example of the use cases on [Transformers question-answering](https://gi
 <b>--use_ipex \</b>
 <b>--bf16 --no_cuda</b></pre> 
 
+### Practice example
+
+Blog: [Accelerating PyTorch Transformers with Intel Sapphire Rapids](https://huggingface.co/blog/intel-sapphire-rapids)