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.dev62.tar.gz (836.9 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.dev62-py3-none-any.whl (879.6 kB view details)

Uploaded Python 3

File details

Details for the file verifiers-0.3.1.dev62.tar.gz.

File metadata

  • Download URL: verifiers-0.3.1.dev62.tar.gz
  • Upload date:
  • Size: 836.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for verifiers-0.3.1.dev62.tar.gz
Algorithm Hash digest
SHA256 faaae7ebed73a3d499ab3306466a05e201162f487df92c262a3b568b0be31af6
MD5 92942c5e5a544214a36de7d6c4197acb
BLAKE2b-256 02c7c6eb0984e7e96cbe7bc4a66534b87ca259424f1d37ec6c7b5e46c2be3544

See more details on using hashes here.

Provenance

The following attestation bundles were made for verifiers-0.3.1.dev62.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.dev62-py3-none-any.whl.

File metadata

  • Download URL: verifiers-0.3.1.dev62-py3-none-any.whl
  • Upload date:
  • Size: 879.6 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for verifiers-0.3.1.dev62-py3-none-any.whl
Algorithm Hash digest
SHA256 00388cd8025c3eac3960f5ff80fbca5a6ec21b3249645891f253c0e973969b64
MD5 f55758d1175d2d6af3c7f97e76266097
BLAKE2b-256 1de2b73df5bb8ecf9b3c796d3eb82ead706026f5592c46b6d5c87423ccc72fc5

See more details on using hashes here.

Provenance

The following attestation bundles were made for verifiers-0.3.1.dev62-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

This release

0.3.1.dev62 This release

2 files

0.3.0

2 files

0.2.1

2 files

0.2.0

2 files

0.1.14

2 files

0.1.12

2 files

0.1.11

2 files

0.1.10

2 files

0.1.9.post3

2 files

0.1.9.post2

2 files

0.1.9.post1

2 files

0.1.9.post0

2 files

0.1.9

2 files

0.1.8.post2

2 files

0.1.8.post1

2 files

0.1.8.post0

2 files

0.1.8

2 files

0.1.7.post0

2 files

0.1.7

2 files

0.1.6.post0

2 files

0.1.6

2 files

0.1.5.post0

2 files

0.1.5

2 files

0.1.4

2 files

0.1.3.post0

2 files

0.1.3

2 files

0.1.2.post1

2 files

0.1.2.post0

2 files

0.1.2

2 files

0.1.1

2 files

0.1.0

2 files

0.0.0

2 files

Supported by

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