Redraft Humanizer

Runs the specialist Humanizer 12B BF16 checkpoint pinned in model_contract.py. Uses the upstream byte-exact completion prompt and sampling settings, without a chat template or editorial correction. Review output for factual and semantic changes.

Description excerpted from the original listing, which is linked below.