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-0.3.1.dev44.tar.gz (830.7 kB view details)

Uploaded Source

Built Distribution

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

verifiers-0.3.1.dev44-py3-none-any.whl (872.9 kB view details)

Uploaded Python 3

File details

Details for the file verifiers-0.3.1.dev44.tar.gz.

File metadata

  • Download URL: verifiers-0.3.1.dev44.tar.gz
  • Upload date:
  • Size: 830.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for verifiers-0.3.1.dev44.tar.gz
Algorithm Hash digest
SHA256 809a759f1251bb40efb96b19e251d2ad931204bac4c7a51eea8f5cc09b02ac20
MD5 1a5ee0acc43427c452d1e2f583a38f01
BLAKE2b-256 2e8cf04e98af9d71a236a7ec19adc2b224bbae64fca881554ec6cb0b490b7a90

See more details on using hashes here.

Provenance

The following attestation bundles were made for verifiers-0.3.1.dev44.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-0.3.1.dev44-py3-none-any.whl.

File metadata

  • Download URL: verifiers-0.3.1.dev44-py3-none-any.whl
  • Upload date:
  • Size: 872.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.13

File hashes

Hashes for verifiers-0.3.1.dev44-py3-none-any.whl
Algorithm Hash digest
SHA256 03360c1b6a552d000fcd471c84f0ee0303a69354f798517f958a9d77235e6076
MD5 e3ac23a937e7223c04c61bb4509547e8
BLAKE2b-256 174ebe8886c963b8f73423eff00c3cac637fdb68b91dc6bf99900104f69d927a

See more details on using hashes here.

Provenance

The following attestation bundles were made for verifiers-0.3.1.dev44-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 Sentry Error logging StatusPage Status page