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.dev165

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.dev165
File Size Uploaded
verifiers-0.3.2.dev165.tar.gz 407.6 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev165
File Interpreter ABI Platform
verifiers-0.3.2.dev165-py3-none-any.whl Python 3 none any Details

Total release size: 875.8 kB

Release files / verifiers-0.3.2.dev165.tar.gz

Download URL verifiers-0.3.2.dev165.tar.gz
Size 407.6 kB
Tags Source
SHA-256 checksum
How to use checksums
86bc7524d44d6d3f891accedc7eb1342bba29549fdb60d578c3086685d5bfa3d
BLAKE2b-256 checksum
How to use checksums
4ff5ed58f54fa8c8793e5ba46eb6932d04936c6a82f4430f1eabb2f631c2b63e
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.dev165-py3-none-any.whl

Download URL verifiers-0.3.2.dev165-py3-none-any.whl
Size 468.2 kB
Tags Python 3
SHA-256 checksum
How to use checksums
b0796a18491c4adf3e99218005e9290412ec285440a442dff157e3a4ef1a610e
BLAKE2b-256 checksum
How to use checksums
6a9af7aa6d81a1455e5d137207ea32c4e0a820b6f6a5d9803c90191d97d818fd
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.dev165 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