AI Trick to Choose LLMs for a Prompt - Prompt-to-Leaderboard (P2L)

Thanks! Share it with your friends!

You disliked this video. Thanks for the feedback!

Added 1 month ago by admin

5 Views

"Prompt-to-Leaderboard" (P2L),is a novel method for evaluating large language models (LLMs). Instead of relying on overall average performance metrics (like traditional leaderboards), P2L trains a model that predicts how well different LLMs will perform on a specific given prompt. This allows for a much more fine-grained understanding of LLM strengths and weaknesses. P2L is a generalization of standard Bradley-Terry (BT) modeling for pairwise comparisons, leveraging the prompt itself to predict the outcome of a comparison.

Relevant Links:
https://lmarena.ai/?p2l

If you like to support me financially, It is totally optional and voluntary. Buy me a coffee here: https://www.buymeacoffee.com/rithesh

If you like such content please subscribe to the channel here:
https://www.youtube.com/c/RitheshSreenivasan?sub_confirmation=1

Category: AI prompts

Post your comment

Comments

Be the first to comment

Sign in

Create your account

AI Trick to Choose LLMs for a Prompt - Prompt-to-Leaderboard (P2L)

Post your comment

Comments

Up Next