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}
}

Release files for verifiers 0.3.2.dev17

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for verifiers 0.3.2.dev17
File Size Uploaded
verifiers-0.3.2.dev17.tar.gz 842.6 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev17
File Interpreter ABI Platform
verifiers-0.3.2.dev17-py3-none-any.whl Python 3 none any Details

Total release size: 1.7 MB

Release files / verifiers-0.3.2.dev17.tar.gz

Download URL verifiers-0.3.2.dev17.tar.gz
Size 842.6 kB
Tags Source
SHA-256 checksum
How to use checksums
d480883d141cd9889b01ae7a50c433da17fc46d62cda61ac65af5ff14bc13e76
BLAKE2b-256 checksum
How to use checksums
7b1caf9ce0f6d3cc745ab68fc89bc51bd87b386c728da9e53477a8fe3129d778
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Aug 29, 2026.

Transparency log

Release files / verifiers-0.3.2.dev17-py3-none-any.whl

Download URL verifiers-0.3.2.dev17-py3-none-any.whl
Size 886.4 kB
Tags Python 3
SHA-256 checksum
How to use checksums
68c23a7c48b0544f5e98fd7fee433e1e96c96b7713a3ac2215b856770481b035
BLAKE2b-256 checksum
How to use checksums
83ab3bfcef0a0bfd32d9d5060b84ad50bafe453719f0d8ed6cfea8a2385253e5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Aug 29, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev17 This release

2 release files

0.3.1

2 release files

0.3.0

2 release files

0.2.1

2 release files

0.2.0

2 release files

0.1.12

2 release files

0.1.11

2 release files

0.1.10

2 release files

0.1.9

2 release files

0.1.8

2 release files

0.1.7

2 release files

0.1.6

2 release files

0.1.5

2 release files

0.1.4

2 release files

0.1.3

2 release files

0.1.2

2 release files

0.1.1

2 release files

0.1.0

2 release files

0.0.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page