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circle-guard-bench

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whitecircle/circle-guard-bench

First-of-its-kind AI benchmark for evaluating the protection capabilities of large language model (LLM) guard systems (guardrails and safeguards)

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70 stars5 forksLast push 4mo Python Apache-2.0

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Maintenance and security

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Maintenance
Slowing (129d since push)
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Provenance
Not a fork · Organization account
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Security (OSV)
No lockfile
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Install

pip install circle-guard-bench
PyPI

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Evidence and technical details

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Overview

First-of-its-kind AI benchmark for evaluating the protection capabilities of large language model (LLM) guard systems (guardrails and safeguards)

Capability facts

CLI
CLI entrypoint

Source: pyproject.toml:[project.scripts] · Jul 15, 2026

Languages
python

Source: github.language+pyproject.toml · Jul 15, 2026

Categories

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Jul 15, 2026)

pip install -e .
Source link

Tags

README

Installation using Poetry (basic installation)

poetry install


Installation with additional inference engines

poetry install --extras "vllm sglang transformers"


Installation using pip (or uv)

pip install -e .


Installation with additional inference engines using pip

pip install -e ".[vllm,sglang,transformers]"


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## License

This project is licensed under the [Apache 2.0](LICENSE).

For agents

This page has a .md twin and JSON over the API.

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