Two Sigma: A Guide to Large Language Model Abstractions

[Andy Nguyen]

A Guide to Large Language Model Abstractions

A map of frameworks for abstracting interactions with and between large language models, plus two systems of organization for reasoning about LLM approaches and philosophies.

www.twosigma.com

The authors map the landscape of frameworks for abstracting interactions with and between large language models, and suggest two systems of organization for reasoning about the various approaches to, and philosophies of, LLM abstraction.
Insights by Peter Yong Zhong (Carnegie Mellon) , Haoze He (Carnegie Mellon) , Omar Khattab (Stanford) , Christopher Potts (Stanford) , Matei Zaharia (Berkeley) , Heather Miller (Two Sigma, Carnegie Mellon)

 

[gecong]

Thanks Andy. Below are two key tables of the article from my view:

Language Model System Interface Model

Families of LM Abstractions