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.dev144

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.dev144
File Size Uploaded
verifiers-0.3.2.dev144.tar.gz 399.6 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev144
File Interpreter ABI Platform
verifiers-0.3.2.dev144-py3-none-any.whl Python 3 none any Details

Total release size: 860.9 kB

Release files / verifiers-0.3.2.dev144.tar.gz

Download URL verifiers-0.3.2.dev144.tar.gz
Size 399.6 kB
Tags Source
SHA-256 checksum
How to use checksums
b956f52b268632e4958a892eedc72380568ffafabfc2c92e9b2544968cb0a67e
BLAKE2b-256 checksum
How to use checksums
6b5aff8d2d306e67b4e6287d5f3bc49ea88b4fd55f18fca501cc1f36f5a280a0
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.dev144-py3-none-any.whl

Download URL verifiers-0.3.2.dev144-py3-none-any.whl
Size 461.3 kB
Tags Python 3
SHA-256 checksum
How to use checksums
24633be7b10507b39a4cfb24ce7eea3fb663afe501e8b76d31f349650f7d82d1
BLAKE2b-256 checksum
How to use checksums
13eb27945b0e29b994f733d2735a89186acb619d0cb6b56716d100aaab83467a
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.dev144 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