ao3_chat / README.md
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metadata
license: other
task_categories:
  - text-generation
size_categories:
  - 10K<n<100K
language:
  - en
tags:
  - chat
  - conversation
  - instruction-tuning
  - fanfiction
  - ao3
pretty_name: AO3 Chat

ao3_chat

Overview

A reformatted version of the dataset midwestern-simulation-active/ao3_random_subset, converted into chat-style and instruction-tuning examples suitable for training chat-oriented language models.

Each example consists of:

  • a system prompt derived from AO3 metadata
  • a user prompt requesting the contents of a specific work
  • an assistant response containing the full text (or a chunk thereof)

This dataset is intended for supervised fine-tuning (SFT) of chat models.


Structure

The repository contains two representations of the same data:

jsonl/

Line-delimited JSON files

parquet/

Columnar Parquet files containing the same fields, suitable for efficient loading with PyArrow, Pandas, or Hugging Face Datasets.

Prompt Format

System

Metadata extracted from AO3 entries (rating, fandoms, relationships, characters, tags, etc.).

User Prompt

A request to provide the full text of a specific fanfiction work by title.

Assistant Response

The original fanfiction text, optionally split into multiple parts for long works.

Source

Original data:

midwestern-simulation-active/ao3_random_subset

This dataset preserves the original text content and metadata, while changing only the formatting.

Notes

  • This dataset contains copyrighted material.

  • It is provided for research and experimentation purposes.

  • Users are responsible for complying with AO3’s terms of service and applicable copyright laws.

Intended Use

  • Chat model fine-tuning
  • Long-form text generation research