Which Nested Data Format Do LLMs Understand Best? JSON vs. YAML vs. XML vs. MD(improvingagents.com)

2 pointsby mattcollins9 bulan yang lalu1 comments

Which Nested Data Format Do LLMs Understand Best? JSON vs. YAML vs. XML vs. MD

https://www.improvingagents.com/blog/best-nested-data-format/

1 comments

mattcollins9 bulan yang lalu

This is a follow-up to previous work looking at which format of TABULAR data LLMs understand best: https://www.improvingagents.com/blog/best-input-data-format-...

(There was some good discussion on Hacker News around that here: https://news.ycombinator.com/item?id=45458455)

We often want to feed NON-TABULAR data to LLMs, though, such as typical API responses or config files.

This new work looks out how the format of such nested / hierarchical data affects how well LLMs can answer questions about it; specifically how several models get on with JSON, YAML, XML and Markdown.