llm-comparator — Agent Tool by PAIR-code

by PAIR-code · Agent Tool · ★ 521

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About llm-comparator

LLM Comparator LLM Comparator is an interactive visualization tool with a python library, for analyzing side-by-side LLM evaluation results. It is designed to help people qualitatively analyze how responses from two models differ at example- and slice-levels. Users can interactively discover insights like "Model A's responses are better than B's on email rewriting tasks because Model A tends to generate bulleted lists more often." Using LLM Comparator You can play with LLM Comparator at https://pair-code.github.io/llm-comparator/. You can either select one of the example files we provide, or you can upload your own JSON file (e.g., minimal example file) that follows our format which we describe below. Example Demo for Comparing Gemma 1.1 and 1.0 We provide an example file for comparing the model responses between Gemma 1.1 and 1.0 for prompts obtained from the Chatbot Arena Conversations dataset. You can click the link below to play with it: https://pair-code.github.io/llm-comparator/?resultspath=https://pair-code.github.io/llm-comparator/data/examplearena.json The tool helps you analyze when and why Gemma 1.1 is better or worse than 1.0 and how responses from two models differ.

Quick Facts

Stars521
Forks50
LanguageJavaScript
CategoryAgent Tool
LicenseApache-2.0
Quality Score62.8832906712694/100
Open Issues4
Last Updated2025-02-11
Created2024-05-07
Platformsnode
Est. Tokens~706k

Compatible Skills

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Frequently Asked Questions

What is llm-comparator?

llm-comparator is LLM Comparator is an interactive data visualization tool for evaluating and analyzing LLM responses side-by-side, developed by the PAIR team.. It is categorized as a Agent Tool with 521 GitHub stars.

What programming language is llm-comparator written in?

llm-comparator is primarily written in JavaScript.

How do I install or use llm-comparator?

You can find installation instructions and usage details in the llm-comparator GitHub repository at github.com/PAIR-code/llm-comparator. The project has 521 stars and 50 forks, indicating an active community.

What license does llm-comparator use?

llm-comparator is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to llm-comparator?

The top alternatives to llm-comparator on Agent Skills Hub include skills, claude-forge, excalidraw-diagram-skill. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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