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.dev24

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.dev24
File Size Uploaded
verifiers-0.3.2.dev24.tar.gz 346.8 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for verifiers 0.3.2.dev24
File Interpreter ABI Platform
verifiers-0.3.2.dev24-py3-none-any.whl Python 3 none any Details

Total release size: 759.7 kB

Release files / verifiers-0.3.2.dev24.tar.gz

Download URL verifiers-0.3.2.dev24.tar.gz
Size 346.8 kB
Tags Source
SHA-256 checksum
How to use checksums
3344e82be45c06c278bfff038439a160386dd987c1ce615fd429eec02f5aff9e
BLAKE2b-256 checksum
How to use checksums
c36d99d05c101477a380f0307904a6fc957ee9d7d2d5fb5de058cabaffd85eda
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 Aug 31, 2026.

Transparency log

Release files / verifiers-0.3.2.dev24-py3-none-any.whl

Download URL verifiers-0.3.2.dev24-py3-none-any.whl
Size 413.0 kB
Tags Python 3
SHA-256 checksum
How to use checksums
598a5b115cc8274a9066d48028741f9e7e142ae85eff1a5f724baf8767886921
BLAKE2b-256 checksum
How to use checksums
0a937f3f598ce8f5cd2d262d81bb1d4ba6c800acce2c99ff0261532194fec2f2
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 Aug 31, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.3.2.dev24 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