opentrain-verify 0.1.0

Human verification and reward functions for RL training loops — the thin OpenTrain verify client.

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.