Skip to main content

opentrain-verify

The thin OpenTrain verify client for the RL crowd: human verification batches, the opentrain_human_reward() function for verifiers Rubrics, Prime Intellect Hub rollout pushes, and offline Certificate v2 checks — without installing the full SDK surface.

pip install opentrain-verify
from opentrain_verify import OpenTrain, opentrain_human_reward

client = OpenTrain()  # OPENTRAIN_API_TOKEN
reward_fn = opentrain_human_reward(client, rubric=["The answer is correct."])
# rubric = vf.Rubric(funcs=[reward_fn, ...], weights=[1.0, ...])

Everything here re-exports from the opentrain-ai package (imports as opentrain) — see its README for the full API.

Metadata

Release files for opentrain-verify 0.1.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for opentrain-verify 0.1.0
File Size Uploaded Provenance
opentrain_verify-0.1.0.tar.gz 5.6 kB With provenance Details

Built distribution (wheel)

Table of built distributions (wheels) for opentrain-verify 0.1.0
File Interpreter ABI Platform
opentrain_verify-0.1.0-py3-none-any.whl Python 3 none any Details

Total release size: 12.0 kB

Release files / opentrain_verify-0.1.0.tar.gz

Download URL opentrain_verify-0.1.0.tar.gz
Size 5.6 kB
Tags Source
SHA-256 checksum
How to use checksums
6b3adc6015e8b45e7ce53b16bce0093e4c58bed991ece779be230e30cf722507
BLAKE2b-256 checksum
How to use checksums
d5173b754a9b29ea480af307aed70fe39c5641b164a8d6659c7845e7e64a8986
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

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 Jul 8, 2026.

Transparency log

Release files / opentrain_verify-0.1.0-py3-none-any.whl

Download URL opentrain_verify-0.1.0-py3-none-any.whl
Size 6.4 kB
Tags Python 3
SHA-256 checksum
How to use checksums
33f6c04647b3bf871f66e1c9fc4e98b413e2439d6670498bc84e7aab7d20bf5c
BLAKE2b-256 checksum
How to use checksums
2afb7d1a9f6a0a7f073f90c56daefd7c0010201e2547fb836eb553c4732cf4cd
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

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 Jul 8, 2026.

Transparency log

Security for opentrain-verify 0.1.0

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.

Full provenance

All 2 files in this release have been uploaded with provenance metadata.

Select from 2 files

Attestation for opentrain_verify-0.1.0.tar.gz

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 Jul 8, 2026.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Release history Release notifications | RSS feed

This release

0.1.0 This release

2 release files Full provenance

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