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.dev114

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.dev114
File Size Uploaded
verifiers-0.3.2.dev114.tar.gz 386.5 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev114
File Interpreter ABI Platform
verifiers-0.3.2.dev114-py3-none-any.whl Python 3 none any Details

Total release size: 834.8 kB

Release files / verifiers-0.3.2.dev114.tar.gz

Download URL verifiers-0.3.2.dev114.tar.gz
Size 386.5 kB
Tags Source
SHA-256 checksum
How to use checksums
dc67da2786bb5fc3fd9994fc84213dde5a7c3c54b9205c3f7c242fa200778374
BLAKE2b-256 checksum
How to use checksums
8eedb1b1b111aa2e4306105bef5ced7db94a03e2b7eab70d37d9dd5d3ee00310
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 18, 2026.

Transparency log

Release files / verifiers-0.3.2.dev114-py3-none-any.whl

Download URL verifiers-0.3.2.dev114-py3-none-any.whl
Size 448.3 kB
Tags Python 3
SHA-256 checksum
How to use checksums
cc0dc29c01f72c2b77f847f318add9027fd7112f0395305c41bad7cc1948fcfb
BLAKE2b-256 checksum
How to use checksums
e7a277784825ec0ff866e07bdfda5fe70fd3a46114e025f9a24b27a3f00493ca
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 18, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev114 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