verifiers 0.3.1


pip install verifiers

  Latest version

Released: Aug 24, 2026
Navigation
Meta
Author: William Brown
Requires Python: <3.14,>=3.11
Classifiers

Development Status
  • 4 - Beta

Intended Audience
  • Developers
  • Science/Research

License
  • OSI Approved :: MIT License

Programming Language
  • Python :: 3
  • Python :: 3.11
  • Python :: 3.12
  • Python :: 3.13

Topic
  • Scientific/Engineering :: Artificial Intelligence
  • Software Development :: Libraries :: Python Modules

Prime Intellect

Overview

verifiers is our library for creating environments to train and evaluate LLMs.

verifiers is tightly integrated with the Environments Hub, as well as our training framework prime-rl and our Hosted Training platform.

Installation

We recommend installing the Prime CLI to interact with the environments.

# install uv
curl -LsSf https://astral.sh/uv/install.sh | sh
# install the prime CLI
uv tool install prime

Further reading

  • The docs contain short, human-written guides and overviews about the architecture.
  • The AGENTS.md and skills are for coding agents and go into more details.

Citation

Originally created by Will Brown (@willccbb).

@misc{brown_verifiers_2025,
  author       = {William Brown},
  title        = {{Verifiers}: Environments for LLM Reinforcement Learning},
  howpublished = {\url{https://github.com/PrimeIntellect-ai/verifiers}},
  year         = {2025}
}
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0.1.10.dev3 Feb 08, 2026
0.1.10.dev2 Feb 04, 2026
0.1.10.dev1 Feb 04, 2026
0.1.10.dev0 Jan 17, 2026
0.1.9.post3 Jan 14, 2026
0.1.9.post2 Jan 10, 2026
0.1.9.post1 Jan 10, 2026
0.1.9.post0 Jan 08, 2026
0.1.9 Jan 08, 2026
0.1.8.post2 Dec 11, 2025
0.1.8.post1 Nov 26, 2025
0.1.8.post0 Nov 25, 2025
0.1.8 Nov 19, 2025
0.1.7.post0 Nov 07, 2025
0.1.7 Nov 07, 2025
0.1.6.post0 Oct 21, 2025
0.1.6 Oct 21, 2025
0.1.5.post0 Oct 09, 2025
0.1.5 Oct 08, 2025
0.1.5.dev1 Sep 30, 2025
0.1.5.dev0 Sep 30, 2025
0.1.4 Sep 22, 2025
0.1.3.post0 Sep 05, 2025
0.1.3 Aug 26, 2025
0.1.2.post1 Aug 23, 2025
0.1.2.post0 Aug 09, 2025
0.1.2 Jul 31, 2025
0.1.1 Jun 18, 2025
0.1.0 Jun 05, 2025
0.0.0 Jan 28, 2025

Wheel compatibility matrix

Platform Python 3
any

Files in release

Extras:
Dependencies:
aiohttp (>=3.9.0)
aiolimiter (>=1.2.1)
anthropic (>=0.78.0)
datasets (<6.0.0,>=3.3.0)
gepa (>=0.0.6)
httpx (>=0.27.0)
loguru (>=0.7.0)
math-verify (>=0.8.0)
mcp (<2,>=1.24.0)
msgpack (>=1.1.2)
numpy (>=2.1.0)
openai-agents (>=0.8.2)
openai (>=2.9.0)
prime-pydantic-config[toml] (>=0.4.3)
prime-sandboxes (>=0.2.39)
prime-tunnel (>=0.1.8)
pydantic (>=2.12.3)
pyzmq (>=27.1.0)
renderers (>=0.1.10)
requests
rich (>=11.0.0)
setproctitle (>=1.3.0)
tenacity (>=8.5.0)
tomli-w (>=1.0.0)
typing-extensions (>=4.12.2)
uvloop and (>=0.21.0)