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README.md

@@ -1,25 +1,26 @@
 ---
-dataset_info:
-  features:
-  - name: prompt
-    dtype: string
-  - name: answer
-    dtype: string
-  - name: messages
-    list:
-    - name: role
-      dtype: string
-    - name: content
-      dtype: string
-  splits:
-  - name: train
-    num_bytes: 3324778
-    num_examples: 520
-  download_size: 1909459
-  dataset_size: 3324778
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
+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.