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.dev189

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.dev189
File Size Uploaded
verifiers-0.3.2.dev189.tar.gz 428.3 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev189
File Interpreter ABI Platform
verifiers-0.3.2.dev189-py3-none-any.whl Python 3 none any Details

Total release size: 913.4 kB

Release files / verifiers-0.3.2.dev189.tar.gz

Download URL verifiers-0.3.2.dev189.tar.gz
Size 428.3 kB
Tags Source
SHA-256 checksum
How to use checksums
970db21b9d0c3f90b36c696eb4f761bb1c17852e4bb9d1b0a77657f258042d11
BLAKE2b-256 checksum
How to use checksums
781179b4cf03519dbda824ad8eea1924d145ca422340282a660c9d8d993922e2
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 Oct 6, 2026.

Transparency log

Release files / verifiers-0.3.2.dev189-py3-none-any.whl

Download URL verifiers-0.3.2.dev189-py3-none-any.whl
Size 485.1 kB
Tags Python 3
SHA-256 checksum
How to use checksums
d19d9f6a71535efc3dd9189b513e55dc0f36e444b8d8e195c74f0969dcd6d3fb
BLAKE2b-256 checksum
How to use checksums
47571d1faf4b37532690dcd3f3eb3d4ac697015137e8cde0361bf369971a0834
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 Oct 6, 2026.

Transparency log

Release history Release notifications | RSS feed

0.4.0

2 release files

This release

0.3.2.dev189 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