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}
}

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

verifiers-0.2.2.dev92.tar.gz (813.1 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

verifiers-0.2.2.dev92-py3-none-any.whl (849.1 kB view details)

Uploaded Python 3

File details

Details for the file verifiers-0.2.2.dev92.tar.gz.

File metadata

  • Download URL: verifiers-0.2.2.dev92.tar.gz
  • Upload date:
  • Size: 813.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for verifiers-0.2.2.dev92.tar.gz
Algorithm Hash digest
SHA256 21d369e280ac4fdc42c81c0f28cbc14c68223f9c8307b809ff0e821317697221
MD5 b89278559fb7ccc7b74abb8b2ff9039e
BLAKE2b-256 3178d6df476a0225365adbed8abbbde0ea8eb5e34a6085cd748641afdc714908

See more details on using hashes here.

Provenance

The following attestation bundles were made for verifiers-0.2.2.dev92.tar.gz:

Publisher: publish-verifiers.yml on PrimeIntellect-ai/verifiers

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file verifiers-0.2.2.dev92-py3-none-any.whl.

File metadata

  • Download URL: verifiers-0.2.2.dev92-py3-none-any.whl
  • Upload date:
  • Size: 849.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for verifiers-0.2.2.dev92-py3-none-any.whl
Algorithm Hash digest
SHA256 2b7b601b5ec24c792831624a9fdbad2e607de0019bf1d80c95cbb97138af8cb1
MD5 02b3e02316871be5febf6b064710826f
BLAKE2b-256 c1fe1d897bd78d0360a93f7b2d51a88018757c3a415246b2bdca3e61d2beec7d

See more details on using hashes here.

Provenance

The following attestation bundles were made for verifiers-0.2.2.dev92-py3-none-any.whl:

Publisher: publish-verifiers.yml on PrimeIntellect-ai/verifiers

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Release history Release notifications | RSS feed

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page