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.dev204

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.dev204
File Size Uploaded
verifiers-0.3.2.dev204.tar.gz 430.7 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev204
File Interpreter ABI Platform
verifiers-0.3.2.dev204-py3-none-any.whl Python 3 none any Details

Total release size: 917.9 kB

Release files / verifiers-0.3.2.dev204.tar.gz

Download URL verifiers-0.3.2.dev204.tar.gz
Size 430.7 kB
Tags Source
SHA-256 checksum
How to use checksums
de1d7fb5f17101d65f64ed3f0495b1a849c2b1a4b31bcb2f8541d9e7228cdfe2
BLAKE2b-256 checksum
How to use checksums
488af1d96a4526ad66c80310e888cf145e020851c17a6666e15d14f2962932bd
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 Oct 9, 2026.

Transparency log

Release files / verifiers-0.3.2.dev204-py3-none-any.whl

Download URL verifiers-0.3.2.dev204-py3-none-any.whl
Size 487.2 kB
Tags Python 3
SHA-256 checksum
How to use checksums
e57749269a522ce5d631dd036bc3d5844de7b0bd902e343a55759660cf3c4c96
BLAKE2b-256 checksum
How to use checksums
04d35fb9c68e371a62cd3353e8c851e55d52e8131435d4aa240c05b1545b19a9
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 Oct 9, 2026.

Transparency log

Release history Release notifications | RSS feed

0.4.0

2 release files

This release

0.3.2.dev204 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