Update README.md

README.md

@@ -19,6 +19,8 @@ If you have questions, please feel free to reach out to us on
 Learning Daily [Discord
 community](https://discord.com/invite/p9ecgRhDR8/).
 
+In addition to releasing top-notch models, Deci recently launched Infery-LLM, the most advanced inference SDK for LLM optimization and deployment, 
+
 ## **[DeciLM 6B](https://huggingface.co/Deci/DeciLM-6b):**
 A 5.7 billion parameter, permissively licensed, pretrained LLM using variable Grouped-Query Attention (GQA) to achieve an optimal balance between performance and computational efficiency. Generated using Deci's proprietary Neural Architecture Search technology, AutoNAC, DeciLM 6B delivers a throughput that’s 15 times faster than Llama 2 7B while maintaining comparable quality.
 DeciLM 6B-Instruct, fine-tuned from DeciLM 6B for instruction-following use cases, is among the most accurate open-source models in the 7 billion parameter class. 
@@ -37,6 +39,10 @@ Neural Architecture Search technology. YOLO-NAS is a game-changer in the
 world of object detection, providing superior real-time object detection
 capabilities and production-ready performance.
 
+## **[Infery-LLM](https://deci.ai/infery-llm-book-a-demo/):**
+The most advanced inference SDK for LLM optimization and deployment, Infery-LLM includes unique features such as optimized kernels, continuous batching, advanced selective quantization, ultra-efficient beam search, parallel execution, and more. 
+Book a [personalized demo](https://deci.ai/infery-llm-book-a-demo/) to explore Infery-LLM's capabilities. 
+
 ## **[SuperGradients](https://github.com/Deci-AI/super-gradients):**
 An open-source library for training PyTorch-based computer vision
 models. Developed by Deci's deep learning experts for the benefit of the
@@ -54,7 +60,7 @@ user-friendly report.
 Simplify and accelerate the development of computer vision and NLP and
 Generative AI applications with highly accurate and efficient foundation
 models and advanced tools to customize, optimize, and deploy them to
-production.
+production. 
 
 Deci is powered by groundbreaking Automated Neural Architecture
 Construction (AutoNAC™) technology. Deci's AutoNAC™ engine democratizes