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.dev37

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.dev37
File Size Uploaded
verifiers-0.3.2.dev37.tar.gz 357.1 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev37
File Interpreter ABI Platform
verifiers-0.3.2.dev37-py3-none-any.whl Python 3 none any Details

Total release size: 780.6 kB

Release files / verifiers-0.3.2.dev37.tar.gz

Download URL verifiers-0.3.2.dev37.tar.gz
Size 357.1 kB
Tags Source
SHA-256 checksum
How to use checksums
a520350039391b9f38234162158108048fb78f63cdad92946fbcf07ca66608c7
BLAKE2b-256 checksum
How to use checksums
f1e01e4565d8c47b8839da1f2981168b49849e8c3197ff1c7781d547b63c043f
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 1, 2026.

Transparency log

Release files / verifiers-0.3.2.dev37-py3-none-any.whl

Download URL verifiers-0.3.2.dev37-py3-none-any.whl
Size 423.5 kB
Tags Python 3
SHA-256 checksum
How to use checksums
0c47c17d5de210974b3cdeb453af91a3bd8f18608c8f67c7804c85c217cf3478
BLAKE2b-256 checksum
How to use checksums
6b538c031ef029910e2536884c2091e362bbb13b13e49b26f86e890bdf9353a1
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 1, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev37 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