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.dev134

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.dev134
File Size Uploaded
verifiers-0.3.2.dev134.tar.gz 391.2 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev134
File Interpreter ABI Platform
verifiers-0.3.2.dev134-py3-none-any.whl Python 3 none any Details

Total release size: 843.0 kB

Release files / verifiers-0.3.2.dev134.tar.gz

Download URL verifiers-0.3.2.dev134.tar.gz
Size 391.2 kB
Tags Source
SHA-256 checksum
How to use checksums
f0ffe422095dac7c96186abae5632fef8c7bfac944df82337c2eedaf40b7a681
BLAKE2b-256 checksum
How to use checksums
fc2b6a8a8822f124c3c842a74a7d5b6ee82119d14527b1e9297a54461b8ced7c
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 24, 2026.

Transparency log

Release files / verifiers-0.3.2.dev134-py3-none-any.whl

Download URL verifiers-0.3.2.dev134-py3-none-any.whl
Size 451.8 kB
Tags Python 3
SHA-256 checksum
How to use checksums
6254ad9088ed11345abfcffea01dbf30dbd683e452e4dd8d042535999fdbfd69
BLAKE2b-256 checksum
How to use checksums
a13c4f965acd894b88d26c66046c3e96bb4db654d70d4f2e3ebd832094cea349
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 24, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev134 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