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.dev105

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.dev105
File Size Uploaded
verifiers-0.3.2.dev105.tar.gz 379.6 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev105
File Interpreter ABI Platform
verifiers-0.3.2.dev105-py3-none-any.whl Python 3 none any Details

Total release size: 819.8 kB

Release files / verifiers-0.3.2.dev105.tar.gz

Download URL verifiers-0.3.2.dev105.tar.gz
Size 379.6 kB
Tags Source
SHA-256 checksum
How to use checksums
442817ea4c502b4458f4bf706424886ec89c5fc35a2a722068a653dacd0185de
BLAKE2b-256 checksum
How to use checksums
24f96f1b308290ff929d75bb2cc5b24ee4df990a2bf7126084908e10da8a6845
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 17, 2026.

Transparency log

Release files / verifiers-0.3.2.dev105-py3-none-any.whl

Download URL verifiers-0.3.2.dev105-py3-none-any.whl
Size 440.2 kB
Tags Python 3
SHA-256 checksum
How to use checksums
010780654532174a6ec2485281bf9967fdfcaa419665728efd542e7e8039e1aa
BLAKE2b-256 checksum
How to use checksums
047d6428cac2b994142dcca657a01eab37386966076731274131d1e497c83753
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 17, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev105 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