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.dev93

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.dev93
File Size Uploaded
verifiers-0.3.2.dev93.tar.gz 368.9 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev93
File Interpreter ABI Platform
verifiers-0.3.2.dev93-py3-none-any.whl Python 3 none any Details

Total release size: 802.0 kB

Release files / verifiers-0.3.2.dev93.tar.gz

Download URL verifiers-0.3.2.dev93.tar.gz
Size 368.9 kB
Tags Source
SHA-256 checksum
How to use checksums
83b741572fca9e29c1fbd6d351a92453d1ce6671999bde7c3d35a63fb64e029e
BLAKE2b-256 checksum
How to use checksums
75a3fc03de0761f0ff57e5432457bdedbf44200fa036a74e96be3d9659892fed
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 15, 2026.

Transparency log

Release files / verifiers-0.3.2.dev93-py3-none-any.whl

Download URL verifiers-0.3.2.dev93-py3-none-any.whl
Size 433.1 kB
Tags Python 3
SHA-256 checksum
How to use checksums
3efbf8bf2dfe223704e3dbc01f0ad6fe66f87a98acf7e3beeff4a9b4ee433580
BLAKE2b-256 checksum
How to use checksums
82dc3a4344f92c3e12ac4dbfbfac7f26edcb3aade04edb8199157a066d889e78
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 15, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev93 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