---
license: other
license_name: pd-seeds-mechanical
language: [en]
task_categories: [text-generation]
pretty_name: Schablone-DPO
size_categories: [n<1K]
tags: [dpo, preference, instruction-following, formatting, gutenberg]
---

# Schablone-DPO

600 pairs teaching **the bare artifact, nothing else** — the no-preamble
discipline that "output only X" is supposed to buy but rarely does.

| field | content |
|---|---|
| `prompt` | a computable task over a passage ("output the proper nouns as JSON", "count the sentences", "output only the longest sentence") |
| `chosen` | the exact artifact, computed |
| `rejected` | the **identical** artifact wrapped in chatter ("Sure! Here's what you asked for:\n\n… \n\nHope that helps!") |

chosen and rejected differ *only* by the assistant scaffolding — the
payload is byte-identical — so the pair isolates preamble/postamble
suppression and nothing else. Six task types (proper-noun extraction, first
words, sentence count, longest sentence, quoted dialogue, final word), five
chatter templates.

Fully mechanical from
[fundgrube](https://huggingface.co/datasets/schneewolflabs/fundgrube)
(US-PD) passages. Blend, don't train solo.

Schneewolf Labs, July 2026.