Skip to main content
Pre-release

This release is a pre-release and may not be stable for production use.

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}
}

Release files for verifiers 0.3.2.dev28

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for verifiers 0.3.2.dev28
File Size Uploaded
verifiers-0.3.2.dev28.tar.gz 356.0 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev28
File Interpreter ABI Platform
verifiers-0.3.2.dev28-py3-none-any.whl Python 3 none any Details

Total release size: 778.3 kB

Release files / verifiers-0.3.2.dev28.tar.gz

Download URL verifiers-0.3.2.dev28.tar.gz
Size 356.0 kB
Tags Source
SHA-256 checksum
How to use checksums
01a5a767e753e1268985e81477541330722a4689a6611501e2ca30e26e58ff54
BLAKE2b-256 checksum
How to use checksums
908094987b05f5e431bfcd3138292ec8acb767c98fe029f744e69121f02e2ac4
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 1, 2026.

Transparency log

Release files / verifiers-0.3.2.dev28-py3-none-any.whl

Download URL verifiers-0.3.2.dev28-py3-none-any.whl
Size 422.3 kB
Tags Python 3
SHA-256 checksum
How to use checksums
a5b6a7f2629ee927d30ac469b28308d356a559bcc70c7242eacb0ef636736cb4
BLAKE2b-256 checksum
How to use checksums
c222d7496d896d1f666006d7ff69d3f7dfe9f79ccdc05271eb7bc1248ab0e18a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 1, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev28 This release

2 release files

0.3.1

2 release files

0.3.0

2 release files

0.2.1

2 release files

0.2.0

2 release files

0.1.12

2 release files

0.1.11

2 release files

0.1.10

2 release files

0.1.9

2 release files

0.1.8

2 release files

0.1.7

2 release files

0.1.6

2 release files

0.1.5

2 release files

0.1.4

2 release files

0.1.3

2 release files

0.1.2

2 release files

0.1.1

2 release files

0.1.0

2 release files

0.0.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page