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.dev163

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.dev163
File Size Uploaded
verifiers-0.3.2.dev163.tar.gz 406.9 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev163
File Interpreter ABI Platform
verifiers-0.3.2.dev163-py3-none-any.whl Python 3 none any Details

Total release size: 874.3 kB

Release files / verifiers-0.3.2.dev163.tar.gz

Download URL verifiers-0.3.2.dev163.tar.gz
Size 406.9 kB
Tags Source
SHA-256 checksum
How to use checksums
bbdcc49e3aa642acdbde41f8f871e4959b463c271537770444c4b9f385c53a16
BLAKE2b-256 checksum
How to use checksums
b8d216a7edfe13a8d0f0be95d7df96cee5c1210cbe895af0f3c03f749f3807df
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 1, 2026.

Transparency log

Release files / verifiers-0.3.2.dev163-py3-none-any.whl

Download URL verifiers-0.3.2.dev163-py3-none-any.whl
Size 467.4 kB
Tags Python 3
SHA-256 checksum
How to use checksums
32c65e4576a55c010b7c04bb822bcfad57b1e349855623acc6fecaa34231f8a4
BLAKE2b-256 checksum
How to use checksums
3ba6188931e78f5bc83c0bc235587843bdd4760ca4a653e345b5f084fab9a9ad
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 1, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev163 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