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-0.3.2.dev8.tar.gz (841.9 kB view details)

Uploaded Source

Built Distribution

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

verifiers-0.3.2.dev8-py3-none-any.whl (886.0 kB view details)

Uploaded Python 3

File details

Details for the file verifiers-0.3.2.dev8.tar.gz.

File metadata

  • Download URL: verifiers-0.3.2.dev8.tar.gz
  • Upload date:
  • Size: 841.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for verifiers-0.3.2.dev8.tar.gz
Algorithm Hash digest
SHA256 ef7402eaf462fc807ea5dccbc25430b81f9cf449cc0b9505162342bb22995e9e
MD5 8c9ea9e878b4c5e1ef468f2eabee41bc
BLAKE2b-256 513a64aeaac5ebe6601000c5100edd7bc5de7b26719e83247a278ee2e7d471c6

See more details on using hashes here.

Provenance

The following attestation bundles were made for verifiers-0.3.2.dev8.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-0.3.2.dev8-py3-none-any.whl.

File metadata

  • Download URL: verifiers-0.3.2.dev8-py3-none-any.whl
  • Upload date:
  • Size: 886.0 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for verifiers-0.3.2.dev8-py3-none-any.whl
Algorithm Hash digest
SHA256 903a38e2490b06ff9059658130193b649cc3fb3afedf94afc3d0c574d3bcc236
MD5 e7eeb9e8b0995977544d9e50985ef7f4
BLAKE2b-256 eb84cc878f75796943f49f6db25a18ba91eaec32ab418e49ea7cd1389b15bd2b

See more details on using hashes here.

Provenance

The following attestation bundles were made for verifiers-0.3.2.dev8-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

0.3.2.dev8 This release

2 files

0.3.1

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