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.dev49

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.dev49
File Size Uploaded
verifiers-0.3.2.dev49.tar.gz 360.9 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev49
File Interpreter ABI Platform
verifiers-0.3.2.dev49-py3-none-any.whl Python 3 none any Details

Total release size: 788.3 kB

Release files / verifiers-0.3.2.dev49.tar.gz

Download URL verifiers-0.3.2.dev49.tar.gz
Size 360.9 kB
Tags Source
SHA-256 checksum
How to use checksums
27378f10da1b890e3add6079cc3c55dd932ec4d726f3a7193e0ee35b73670d4f
BLAKE2b-256 checksum
How to use checksums
b70be277cc37c76ce9c6504b5c6bcf3fff6b3bcd64e6f3d132af739639efdf66
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 3, 2026.

Transparency log

Release files / verifiers-0.3.2.dev49-py3-none-any.whl

Download URL verifiers-0.3.2.dev49-py3-none-any.whl
Size 427.4 kB
Tags Python 3
SHA-256 checksum
How to use checksums
a75d65156c6baa22c8f557d1b062194f86ef7d3fa626c6639248331f63fdd215
BLAKE2b-256 checksum
How to use checksums
041b4c2787a4e724f498d4777d9b4c4f13d99a8999ba8667433ef9f1092ee163
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 3, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev49 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