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.dev40

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.dev40
File Size Uploaded
verifiers-0.3.2.dev40.tar.gz 358.1 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev40
File Interpreter ABI Platform
verifiers-0.3.2.dev40-py3-none-any.whl Python 3 none any Details

Total release size: 782.0 kB

Release files / verifiers-0.3.2.dev40.tar.gz

Download URL verifiers-0.3.2.dev40.tar.gz
Size 358.1 kB
Tags Source
SHA-256 checksum
How to use checksums
44fe15b8e402420965b8a606657fe1e534dc57351f15f42b03ea7395620a1861
BLAKE2b-256 checksum
How to use checksums
e23641b7d8502847687cb466e3143f815fc9f9809ee46fb28fbfc95eebe3d6cb
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 2, 2026.

Transparency log

Release files / verifiers-0.3.2.dev40-py3-none-any.whl

Download URL verifiers-0.3.2.dev40-py3-none-any.whl
Size 423.8 kB
Tags Python 3
SHA-256 checksum
How to use checksums
3e40a1057bbda5e09b1eabb3ad55861962046d8c68d60dac1e3c8317d13022f3
BLAKE2b-256 checksum
How to use checksums
bd0412ac86844a36f4577a4e9eff5977cbb53a659d271c025380baee5bf05b2c
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 2, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev40 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