---
license: apache-2.0
task_categories:
- text-generation
language:
- en
tags:
- alignment
- abliteration
- heretic
- preference-tuning
- hirundo-io
size_categories:
- n<1K
---

# Dataset Card: Refinement-Abliterated Short Answers (vision_heretic)

## Overview
This dataset contains a distilled corpus created by **hirundo-io** optimized with short-form technical descriptions under 1200 tokens.

## Dataset Structure
Every row contains a standard ShareGPT message structure along with an optimized text column:
* `prompt`: The initial raw query.
* `answer`: Clean extracted short assistant text.
* `messages`: A clean `[user, assistant]` array where the assistant block contains the direct short response.