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.dev151

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.dev151
File Size Uploaded
verifiers-0.3.2.dev151.tar.gz 400.3 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev151
File Interpreter ABI Platform
verifiers-0.3.2.dev151-py3-none-any.whl Python 3 none any Details

Total release size: 861.9 kB

Release files / verifiers-0.3.2.dev151.tar.gz

Download URL verifiers-0.3.2.dev151.tar.gz
Size 400.3 kB
Tags Source
SHA-256 checksum
How to use checksums
0e4fff4776ce3791615d6edeb85a40f29a37fa5b75ed324912e7faa5917838e5
BLAKE2b-256 checksum
How to use checksums
e14d1399513161e13da7bccd724213db7c4be750ece5a906f25b5c9a1020c683
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 28, 2026.

Transparency log

Release files / verifiers-0.3.2.dev151-py3-none-any.whl

Download URL verifiers-0.3.2.dev151-py3-none-any.whl
Size 461.5 kB
Tags Python 3
SHA-256 checksum
How to use checksums
41e0c765a93408dade9a25eb4549b7429188438ce3996ef0d98cf7e9f72b7db5
BLAKE2b-256 checksum
How to use checksums
bac3397d4a9efd4edb58af0bc6fa4fe004b1ee5cec1144ec68d5620390582310
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 28, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev151 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