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.dev130

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.dev130
File Size Uploaded
verifiers-0.3.2.dev130.tar.gz 391.1 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev130
File Interpreter ABI Platform
verifiers-0.3.2.dev130-py3-none-any.whl Python 3 none any Details

Total release size: 842.6 kB

Release files / verifiers-0.3.2.dev130.tar.gz

Download URL verifiers-0.3.2.dev130.tar.gz
Size 391.1 kB
Tags Source
SHA-256 checksum
How to use checksums
d16e993372fff32465fc2458c4c2d51c33f5ae9ed3a7e3349682acac431cbfa0
BLAKE2b-256 checksum
How to use checksums
e059e3294aeafd290ee18b812b4e2d36c887373a3ac383f8e52efdb7746df0b7
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 Sep 23, 2026.

Transparency log

Release files / verifiers-0.3.2.dev130-py3-none-any.whl

Download URL verifiers-0.3.2.dev130-py3-none-any.whl
Size 451.5 kB
Tags Python 3
SHA-256 checksum
How to use checksums
c7d33843f991546db3d153ff163cbc1760482d917d65f90473c2e59a9567f9bf
BLAKE2b-256 checksum
How to use checksums
23bdc0f2902dfc7665bc62b4c3195c4978be3080ea23261ab5e87e52def0b720
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 Sep 23, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev130 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