Add link to Neuron-optimized version

README.md

@@ -232,3 +232,15 @@ Glue test results:
 <a href="https://huggingface.co/exbert/?model=roberta-base">
 	<img width="300px" src="https://cdn-media.huggingface.co/exbert/button.png">
 </a>
+
+---
+## 🚀 AWS Neuron Optimized Version Available
+
+A Neuron-optimized version of this model is available for improved performance on AWS Inferentia/Trainium instances:
+
+**[badaoui/FacebookAI-roberta-base-neuron](https://huggingface.co/badaoui/FacebookAI-roberta-base-neuron)**
+
+The Neuron-optimized version provides:
+- Pre-compiled artifacts for faster loading
+- Optimized performance on AWS Neuron devices
+- Same model capabilities with improved inference speed