Reinforcement Learning with AI Feedback (RLAIF) | Constitutional AI

GPT-4 Summary: Dive into the cutting-edge world of Large Language Models (LLMs) alignment with our latest YouTube series! Our second event zeroes in on Reinforcement Learning with AI Feedback (RLAIF) or "constitutional AI," an innovative method designed to overcome the high costs associated with human data collection in fine-tuning LLMs. Discover how RLAIF utilizes an AI-generated "constitution" to evaluate and refine responses to harmful prompts, paving the way for more ethical AI interactions. We'll walk you through the entire RLAIF process, from crafting an AI constitution, generating critique-based revisions, to the advanced training techniques like Supervised Learning for Constitutional AI and Proximal Policy Optimization. Plus, get hands-on with our Google Colab notebook, offering all the code you need. Don't miss out on this opportunity to explore the nuances of AI alignment, the interplay between RLAIF and RLHF, and the practical steps to harness AI for creating safer, more helpful digital assistants. Join us live for an insightful journey into the future of AI ethics and alignment!

Event page: https://lu.ma/llmsrlaif

Speakers:

Dr. Greg, Co-Founder & CEO
  / gregloughane  

The Wiz, Co-Founder & CTO
  / csalexiuk  

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