Update README.md

README.md

@@ -19,9 +19,13 @@ If you have questions, please feel free to reach out to us on
 Learning Daily [Discord
 community](https://discord.com/invite/p9ecgRhDR8/).
 
+## **[DeciLM 6B](https://huggingface.co/Deci/DeciLM-6b):**
+A highly efficient model 5.7 billion parameter 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. 
 
-
-To gain early access to Deci’s soon-to-be-released Gen AI foundation models, LLMs, and GenAI SDK, you sign up [here](https://deci.ai/get-early-access-deci-generative-ai/)
+## **[DeciDiffusion](https://huggingface.co/Deci/DeciDiffusion-v1-0):**
+An open-source, permissively licensed text-to-image latent diffusion model generated by Deci's Neural Architecture Search technology.  
+DeciDiffusion delivers a 3x increase in throughput while generation Stable Diffusion caliber images.
 
 ## **[DeciCoder](https://huggingface.co/Deci/DeciCoder-1b):**
 An open-source, permissively licensed 1B parameter code generation model generated by Deci's Neural Architecture Search technology.