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}
}

Metadata

Release files for verifiers 0.3.2.dev159

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.dev159
File Size Uploaded
verifiers-0.3.2.dev159.tar.gz 406.0 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev159
File Interpreter ABI Platform
verifiers-0.3.2.dev159-py3-none-any.whl Python 3 none any Details

Total release size: 872.3 kB

Release files / verifiers-0.3.2.dev159.tar.gz

Download URL verifiers-0.3.2.dev159.tar.gz
Size 406.0 kB
Tags Source
SHA-256 checksum
How to use checksums
f11ea565334d4124cf31059d0eff8180da4d1e5a6455387418f11119e4b4d1fb
BLAKE2b-256 checksum
How to use checksums
b4a6ae6aee79c7cd935796b75fd78c5170f41cb9f28d94b86de47cef159e2f06
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 30, 2026.

Transparency log

Release files / verifiers-0.3.2.dev159-py3-none-any.whl

Download URL verifiers-0.3.2.dev159-py3-none-any.whl
Size 466.3 kB
Tags Python 3
SHA-256 checksum
How to use checksums
2ea1b53d04763279bfbee03a24402ad1623eb8dab21c14b485df8da611589e84
BLAKE2b-256 checksum
How to use checksums
911c03f80599cad38fdec4caa1d422b546d306ecdbb8fd2af2de8183594c0c4b
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 30, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev159 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