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.dev61.tar.gz (836.8 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.dev61-py3-none-any.whl (879.5 kB view details)

Uploaded Python 3

File details

Details for the file verifiers-0.3.1.dev61.tar.gz.

File metadata

  • Download URL: verifiers-0.3.1.dev61.tar.gz
  • Upload date:
  • Size: 836.8 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.dev61.tar.gz
Algorithm Hash digest
SHA256 dd75a5e28556c92c0b09c7c3a314274f0f76a83fdd56b086cae893e127aae240
MD5 1a8e369fd33902e11fa059d3dee21428
BLAKE2b-256 3f37dcc84b4ecf52cfe88f74a0eca7d00625c2a2bcff240410707407dd9192d2

See more details on using hashes here.

Provenance

The following attestation bundles were made for verifiers-0.3.1.dev61.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.dev61-py3-none-any.whl.

File metadata

  • Download URL: verifiers-0.3.1.dev61-py3-none-any.whl
  • Upload date:
  • Size: 879.5 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.dev61-py3-none-any.whl
Algorithm Hash digest
SHA256 1d160a13601972ae4df30d60d6db2b092b93c46a007985c112f6275ac65b61d8
MD5 6f367369ff84f062675c8f516619a6b1
BLAKE2b-256 07d7049cac315fd3cf42516f6354c4f18b29a3c3574229c4c5dd79c0f88a8e9b

See more details on using hashes here.

Provenance

The following attestation bundles were made for verifiers-0.3.1.dev61-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.dev61 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