Software 2.0 - Shipping LLMs with New Knowledge

Explore the future of software development in this 30-minute conference talk on Software 2.0 and the shipping of Large Language Models (LLMs) with new knowledge. Discover how building differentiated LLMs is becoming the next frontier in software engineering, surpassing traditional methods. Learn about the process of teaching LLMs new information, including instruction-finetuning, content-finetuning, and pretraining. Understand the challenges of training LLMs, such as data acquisition and the need for domain expertise. Gain insights into Lamini, an all-in-one LLM stack that simplifies the process of training LLMs on vast amounts of new data. Find out how Lamini's easily composable functions enable software engineers to rapidly deploy customized LLMs and embrace the Software 2.0 paradigm. Presented by Sharon Zhou, CEO & Cofounder of Lamini, this talk offers valuable knowledge for those interested in the evolving landscape of AI-driven software development.

Software 2.0: Shipping LLMs with New Knowledge