Add link to Neuron-optimized version

🤖 Neuron Export Bot: Adding link to Neuron-optimized version.

A Neuron-optimized version of this model has been created at [badaoui/deepset-roberta-base-squad2-neuron](https://huggingface.co/badaoui/deepset-roberta-base-squad2-neuron).

The optimized version provides improved performance on AWS Inferentia/Trainium instances with pre-compiled artifacts.

Generated by: [badaoui](https://huggingface.co/badaoui)
Generated using: [Optimum Neuron Compiler Space](https://huggingface.co/spaces/optimum/neuron-export)

README.md

@@ -264,4 +264,16 @@ We also have a <strong><a class="h-7" href="https://haystack.deepset.ai/communit
 
 [Twitter](https://twitter.com/Haystack_AI) | [LinkedIn](https://www.linkedin.com/company/deepset-ai/) | [Discord](https://haystack.deepset.ai/community) | [GitHub Discussions](https://github.com/deepset-ai/haystack/discussions) | [Website](https://haystack.deepset.ai/) | [YouTube](https://www.youtube.com/@deepset_ai)
 
-By the way: [we're hiring!](http://www.deepset.ai/jobs)
+By the way: [we're hiring!](http://www.deepset.ai/jobs)
+
+---
+## 🚀 AWS Neuron Optimized Version Available
+
+A Neuron-optimized version of this model is available for improved performance on AWS Inferentia/Trainium instances:
+
+**[badaoui/deepset-roberta-base-squad2-neuron](https://huggingface.co/badaoui/deepset-roberta-base-squad2-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