CircleGuardBench

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CircleGuardBench is a Coding & Development tool that provides a benchmark leaderboard for LLM guards. It allows users to view, interact with, and upload results to the GuardBench benchmark.

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At a glance

Pricing

Likely Free

Free tier

Yes

API

Skill level

Technical

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About

What is CircleGuardBench?

CircleGuardBench offers the first benchmark specifically designed for testing the safety and accuracy of LLM guards. This Hugging Face Space provides a comprehensive leaderboard where users can explore various models, including those from AtlaAI and Google's Gemma series. The platform allows for filtering models by access type, customizing displayed columns, and uploading new results files to contribute to the benchmark. Built with Gradio, CircleGuardBench facilitates an interactive experience for researchers and developers to evaluate and compare the performance of different LLM guard implementations.

Best used for

Ideal for developers and data scientists who need to benchmark the safety and accuracy of LLM guards, compare different guard models, and contribute to the ongoing research in AI safety. Especially valuable for those working with large language models and needing robust evaluation metrics.

Common actions

benchmark LLM guards

evaluate AI model safety

compare LLM performance

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Capabilities

Key features

LLM guard benchmark leaderboard
Filter models by access
Customize display columns
Upload results files

Target Audience

developerdata scientist

Integrations

Not yet documented

Pricing & Plans

Likely Free

Free

FAQs

What is the primary purpose of CircleGuardBench?

CircleGuardBench serves as the first benchmark specifically designed to test the safety and accuracy of Large Language Model (LLM) guards. It provides a public leaderboard for evaluating and comparing various LLM guard implementations.

Can I contribute my own LLM guard results to CircleGuardBench?

Yes, CircleGuardBench allows users to upload their own results files. This feature enables researchers and developers to contribute to the benchmark and share their findings with the community.

What kind of information can I find on the CircleGuardBench leaderboard?

The leaderboard displays various LLM guard models, allowing you to filter them by access type and customize which performance metrics or columns are visible. This helps in detailed comparison and analysis of different models.

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