Excited to be speaking at WiDS conference on April 9 ! I will be speaking on "Unravelling the machine learning behind Conversational AI" #WiDS2022 IIM Bangalore @WiDS_Worldwide

Cog is Docker for machine learning. It lets you package your machine learning model in a standard, production-ready container. We’ve been using it internally for Replicate, and now it's ready to use for your own deployments. github.com/replicate/cog

10 lessons I learned from a brilliant software engineer. For over ten years, I shared a keyboard with him, and here are the things that stuck with me: 1 of 11

Mind blowing !

This is so amazing ! <3

Thrilled to have our paper on "Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ Retrieval" accepted to EMNLP 2022 Industry Track !!! Preprint coming soon ! #EMNLP2022 Rajeev Warrier gautham suresh chandrashekhar

CBSE board exam admit card now has a mention of ChatGPT 😳

Pause and think for a second, 689%! LLMs will change the way industry manages customer support.

Good stuff . Vicuna is definitely coming on top. We found 13b unquantized model outputs are quite good for fact based outputs, but dont do so great for "creative" outputs in comparison to chatGPT. Latency however is still an issue.

This is some crazy speed ! OpenAI just announced Functions today

This is awesome 🔥. Llama 2 seems to be doing better on the benchmarks for 7B models as well ! ai.meta.com/llama/

This looks like a really neat idea !

You can find the recording of this talk by Asha Vishwanathan here. It is a must-watch for anyone looking to build production-grade features using LLMs. saasengineering.substack.com/p/learnings-fr…

Jaw droppingly good !

Cool stuff ! This sounds like LLM powered RPAs anthropic.com/news/3-5-model…

We just received 2,500 job applications. Fewer than 100 filled a form with open-ended questions. About 15 went on to complete a reasonably simple real-world challenge. We are a nation with the cheapest internet and a billion internet users. Where are all the self-directed

Doing RAG on PDFs and other gnarly document formats is no walk in the park. Using markdowns in our ingestion pipeline has been a game-changer for many of our use cases — clean, simple, and surprisingly effective. verloop.substack.com/p/markdown-par…

Very good intiative in education. Definitely gives us pause to rethink our current education system