Language Model Zen

Explore the frontier of AI Language Models in this 32-minute EuroPython 2023 conference talk. Delve into the world of advanced models like GPT-4, BARD, and LLaMa, and discover the various approaches Pythonistas can take when working with these powerful tools. Learn about prompt engineering, ChatGPT plugins, LangChain, fine-tuning, and training from scratch. Examine the nature of Language Models, from fear to excitement, and understand how tools like TransformerLens can provide deeper insights. Consider the ethical implications and safety concerns of using or not using these models. Explore the concept of chaining language models, where the output of one becomes the prompt for another. Gain insights into popular libraries and frameworks such as OpenAI and LangChain, and learn about GPT's plugin system for composing language models and utilities. This talk, presented by Jamie Coombes, offers a comprehensive overview of the Language Model landscape, encouraging developers to find the most appropriate and efficient way to leverage these technologies in their work.

Language Model Zen — Jamie Coombes