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.dev143

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.dev143
File Size Uploaded
verifiers-0.3.2.dev143.tar.gz 399.2 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev143
File Interpreter ABI Platform
verifiers-0.3.2.dev143-py3-none-any.whl Python 3 none any Details

Total release size: 860.0 kB

Release files / verifiers-0.3.2.dev143.tar.gz

Download URL verifiers-0.3.2.dev143.tar.gz
Size 399.2 kB
Tags Source
SHA-256 checksum
How to use checksums
586811f5c1fd1435948a164e1876ba9438742d9e891bf6e9f0d58b3b3e39bbe3
BLAKE2b-256 checksum
How to use checksums
b2ba6ca15a4353c2fd2855b850645ae64f39c102e4a33482eae2f8892c2a6db5
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 27, 2026.

Transparency log

Release files / verifiers-0.3.2.dev143-py3-none-any.whl

Download URL verifiers-0.3.2.dev143-py3-none-any.whl
Size 460.9 kB
Tags Python 3
SHA-256 checksum
How to use checksums
1e87397b37a441e4a6584faa404a100eaee50cb9742c8b9aaa0bfd64e8c0191b
BLAKE2b-256 checksum
How to use checksums
02b72eaea8c46b6c73f5d5a576cd2d9f68650583c43a1f518573ca472bc935bc
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 27, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev143 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