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.dev20

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.dev20
File Size Uploaded
verifiers-0.3.2.dev20.tar.gz 824.1 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev20
File Interpreter ABI Platform
verifiers-0.3.2.dev20-py3-none-any.whl Python 3 none any Details

Total release size: 1.7 MB

Release files / verifiers-0.3.2.dev20.tar.gz

Download URL verifiers-0.3.2.dev20.tar.gz
Size 824.1 kB
Tags Source
SHA-256 checksum
How to use checksums
8ebcd35b6f1a6847b2f0da06cecd13fee930381470df515fcc4b1a8cadecd1b6
BLAKE2b-256 checksum
How to use checksums
b238d4f4e44ca7ae9d1702cfdf48da9351addc4a636819bafe7ce83a21296599
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 Aug 31, 2026.

Transparency log

Release files / verifiers-0.3.2.dev20-py3-none-any.whl

Download URL verifiers-0.3.2.dev20-py3-none-any.whl
Size 878.8 kB
Tags Python 3
SHA-256 checksum
How to use checksums
8bdfc81bcb5b8c479b4dd2d5b731cdf6620d590c24a9b15670c2f19562cdb45a
BLAKE2b-256 checksum
How to use checksums
c176c707d18be9edf60438dd9e548a8bbff6f85191e3c4f18bc248e8ff023e3b
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 Aug 31, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev20 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