Super Data Science: ML & AI Podcast with Jon Krohn 707: Vicuña, Gorilla, Chatbot Arena and Socially Beneficial LLMs, with Prof. Joey Gonzalez
Aug 22, 2023
Professor Joey Gonzalez discusses developing models and platforms that leverage and improve LLMs, including Vicuña and Chatbot Arena. They delve into open vs closed-source LLMs, the future impact of AI on society, and advancements in large language APIs. The conversation touches on the significance of the Berkeley AI Research Lab and evaluating model performance in long context windows.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8 9 10 11 12
Intro
00:00 • 4min
Development of the Vicuña Model and Release of Conversation Dataset
03:31 • 12min
Discussion on Chatbot Arena and Latest Large Language Models
15:20 • 1min
Evaluating Natural Language Generation Models and Benchmark Trustworthiness
16:40 • 13min
Exploring the Vicuña Project and Machine Learning Model Deployment
29:11 • 3min
Exploring Chatbot Plugins and the Future of Large Language APIs
32:11 • 13min
Exploring the Significance of the Berkeley AI Research Lab
45:10 • 2min
Discussing the Impact of Research Groups and Introducing LM SIS at Berkeley
47:11 • 2min
Exploring Long Context Windows in Models and Evaluating Model Performance
48:48 • 27min
Evolution of MLOps Framework and Importance of LLM Technology
01:16:09 • 25min
Book Recommendations and AI Resources
01:41:03 • 3min
Exploration of AI Models and Startups with a Vision for AI's Impact on the Future
01:43:41 • 3min