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Launch an LLM App in One Hour (LLM Bootcamp)



Charles provides a perspective on why now’s the time to construct “AI-powered apps” and walks by a easy course of for getting a fundamental utility working and deployed in an hour.

Obtain slides from the bootcamp web site right here: https://fullstackdeeplearning.com/llm-bootcamp/spring-2023/launch-an-llm-app-in-one-hour/

Take a look at the ultimate GitHub repo for the askFSDL bot right here: https://github.com/the-full-stack/ask-fsdl

Intro and outro music made with Riffusion: https://github.com/riffusion/riffusion

Watch the remainder of the LLM Bootcamp movies right here: https://www.youtube.com/playlist?list=PL1T8fO7ArWleyIqOy37OVXsP4hFXymdOZ

00:00 Why now?
16:27 Prototyping & Iteration in a Playground
23:42 Prototyping & Iteration in a Pocket book
30:36 Deploying an MVP

I used the BEST Open Supply LLM to construct a GPT WebApp (Falcon-40B Instruct)

SMALL BUT MIGHTY – 13B Mannequin Beats Llama-65B NEW BEST LLM!!!