Learning from Machine Learning Paige Bailey: Google Deepmind, LLMs, Power of ML to improve code | Learning from Machine Learning #5
May 19, 2023
Paige Bailey, lead product manager for generative models at Google DeepMind, discusses her work with machine learning techniques and tools, including the development of large language models like Bard. She explores the benefits and capabilities of Palm V2, the upgraded model for BARD in code, math, reasoning, and multilingual tasks. The chapter also delves into the trade-offs and accessibility of large language models, the exciting use cases of multimodal models, and the impact and importance of large language models in the field of machine learning.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Introduction
00:00 • 3min
Machine Learning Techniques and Tools
03:10 • 19min
Upgrade to Palm 2: Improved Base Model for BARD with Multilingual and Code Capabilities
22:16 • 3min
Trade-offs and Accessibility of Large Language Models
25:06 • 2min
Multimodal Models and Their Exciting Use Cases
26:41 • 9min
The Impact of Large Language Models
35:29 • 21min
Perception of Uncertainty and Rapid Growth of Machine Learning
56:41 • 11min