Evaluating LLMs with Chatbot Arena and Joseph E. Gonzalez

17/12/2024 55 min
Evaluating LLMs with Chatbot Arena and Joseph E. Gonzalez

Listen "Evaluating LLMs with Chatbot Arena and Joseph E. Gonzalez"

Episode Synopsis

In this episode of Gradient Dissent, Joseph E. Gonzalez, EECS Professor at UC Berkeley and Co-Founder at RunLLM, joins host Lukas Biewald to explore innovative approaches to evaluating LLMs.They discuss the concept of vibes-based evaluation, which examines not just accuracy but also the style and tone of model responses, and how Chatbot Arena has become a community-driven benchmark for open-source and commercial LLMs. Joseph shares insights on democratizing model evaluation, refining AI-human interactions, and leveraging human preferences to improve model performance. This episode provides a deep dive into the evolving landscape of LLM evaluation and its impact on AI development.🎙 Get our podcasts on these platforms:Apple Podcasts: http://wandb.me/apple-podcastsSpotify: http://wandb.me/spotifyGoogle: http://wandb.me/gd_googleYouTube: http://wandb.me/youtubeFollow Weights & Biases:https://twitter.com/weights_biases https://www.linkedin.com/company/wandb  Join the Weights & Biases Discord Server:https://discord.gg/CkZKRNnaf3

More episodes of the podcast Gradient Dissent: Conversations on AI