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.dev50

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.dev50
File Size Uploaded
verifiers-0.3.2.dev50.tar.gz 360.9 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev50
File Interpreter ABI Platform
verifiers-0.3.2.dev50-py3-none-any.whl Python 3 none any Details

Total release size: 788.4 kB

Release files / verifiers-0.3.2.dev50.tar.gz

Download URL verifiers-0.3.2.dev50.tar.gz
Size 360.9 kB
Tags Source
SHA-256 checksum
How to use checksums
8e233872a657aec5e98b3ee40043101af47865fefab6e2aba5b76e07639e0296
BLAKE2b-256 checksum
How to use checksums
b88c8fc2ed101b80658cd608fe29251a8d65f108e6d91658d9d3e8b6beec31c3
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 3, 2026.

Transparency log

Release files / verifiers-0.3.2.dev50-py3-none-any.whl

Download URL verifiers-0.3.2.dev50-py3-none-any.whl
Size 427.4 kB
Tags Python 3
SHA-256 checksum
How to use checksums
e2677ac1e11175e9d320092ac00ff01f7da9e5684dacda2f8f27bc2dbba0f698
BLAKE2b-256 checksum
How to use checksums
a28f14ea5d8b56ccce02ca905e6554716b2442f24b3a0dff96f09c2523e1efef
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 3, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev50 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