We are excited to add three new bots based on Llama 2: Llama-2-70b, Llama-2-13b, and Llama-2-7b. Our recommendation is to use 70b, as it provides the highest quality responses. It is significantly better than the 7b and 13b models that many people have been testing the last week.

Great tutorial for building a Retrieval Augmented Generation (RAG). Built on AWS and leveraging Pinecone as the vector store. You can undertake it as a blog post or video. pinecone.io/learn/sagemake…

I just finished reading an excellent writeup from Scriv AI on Retrieval Augmented Generation (RAG). The article provides clear explanations & helpful diagrams, deconstructing the entire RAG process - from indexing a knowledge base to generating answers. scriv.ai/guides/retriev…

I certainly agree, this is the best overview of Retrieval Augmented Generation I've seen. Highly recommend

I tried no-code solutions for a while. People said it was supposed to be quicker than coding. It was, but flexibility was so limited that it didn't work for me. Anyone who swears by it?

Nice in depth read from Forbes. Has a great explanation of transformers, including their shortcomings. Then goes on to discuss what could be the next leap to overcome these gaps in transformer capabilities. forbes.com/sites/robtoews…

I'm happy to be on the Time AI 100 list of influential people in AI, and thrilled that 8 others from my Stanford group or other teams I led are also named! Congratulations to my former advisees and team members: - Sam Altman Sam Altman (as undergrad, interned with me on RL

I'm excited about this one. I've been eager to try out Vertex AI, and this series of 1-hour courses from DeepLearning.AI has been fantastic. deeplearning.ai/short-courses/…

Mojo🔥 is now available for download locally to your machine! ❤️‍🔥🚀  Beyond a compiler, the Mojo SDK includes a full set of developer and IDE tools 🛠 that make it easy to build and iterate on Mojo applications. Let’s build the future together!🔥 modular.com/blog/mojo-its-…

The Pinecone TypeScript SDK for Pinecone has reached version 1.0! While I personally love Python, it's always exciting to see investments made in diversifying the ecosystem. Check out the release here: [GitHub](github.com/pinecone-io/pi…)

The AWS blog recently shared an example architecture for tuning and deploying a generative model on Amazon EKS. They even provided a complete Terraform template, making it a great starting point for your specific requirements. aws.amazon.com/blogs/containe…

Exciting news! There's a new course from DeepLearning.AI. Personally, I'm hooked on code copilots. I'm much more productive in programming languages outside my specialization. The LLM's autocomplete and explain feature bridge the knowledge gap for me. deeplearning.ai/short-courses/…

Apparently AWS really has infinite compute 🤣 [not photoshopped] #bedrock #AWS #LLM