datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
writingprompts
Dataset Card for "writingprompts"
WritingPrompts dataset, as used in Hierarchical Neural Story Generation. Parsed from the archive
Opus-WritingPrompts
Opus Writing Prompts
This is a dataset containing 3008 short stories, generated by an unrestrained Claude Opus using Reddit's Writing Prompts as a source. Each sample is generally between 4000-6000 characters long.
These stories were thoroughly cleaned and then further enriched with a title and a series of applicable genres.
Disclaimer: This dataset is extremely varied and includes erotica. You have been warned.
Three files are included:
A ShareGPT dataset, ready to be used for… See the full description on the dataset page: https://huggingface.co/datasets/Gryphe/Opus-WritingPrompts.ChatGPT-4o-Writing-Prompts
ChatGPT-4o Writing Prompts
This is a dataset containing 3746 short stories, generated with OpenAI's chatgpt-4o-latest model and using Reddit's Writing Prompts subreddit as a source. Each sample is generally between 6000-8000 characters long.
These stories were thoroughly cleaned and then further enriched with a title and a series of applicable genres.
Note that I did not touch the Markdown ChatGPT-4o produced by itself to enrich its output, as I very much enjoy the added flavour… See the full description on the dataset page: https://huggingface.co/datasets/Gryphe/ChatGPT-4o-Writing-Prompts.creative-writing-sft-50k
Creative Writing SFT (50K)
50,000 ShareGPT-format creative writing conversations across 12 literary forms and 25 themes. Written to demonstrate craft — not just competent completion, but genuine literary quality: specific detail, earned emotion, controlled voice, purposeful structure.
Motivation
Most LLM creative writing training data optimizes for fluency and completion rather than craft. Models learn to produce writing that reads smoothly but relies on clichés… See the full description on the dataset page: https://huggingface.co/datasets/stindardlogic/creative-writing-sft-50k.Creative_Writing-ShareGPTOriginal Dataset Sources: https://huggingface.co/datasets/Gryphe/ChatGPT-4o-Writing-Prompts, https://huggingface.co/datasets/anthracite-org/nopm_claude_writing_fixed.
(Thank the original dataset creators for their work.) (Nopm) Claude / (Grphye) ChatGPT-4o Syntheticly generated creative writing set's combined.
Update: Used most up to date version of gryphes, chatGPT-4o set, Rejections/Slop Filtered, Min-hash Deduplication using -… See the full description on the dataset page: https://huggingface.co/datasets/ChaoticNeutrals/Creative_Writing-ShareGPT.RL-Claude-Creative-Writing-SFT
RL-Claude-Creative-Writing-SFT
Alpaca-format dataset. Columns: instruction, input, output
from datasets import load_dataset
ds = load_dataset("SLoonker/RL-Claude-Creative-Writing-SFT", split="train")
wildchat_creative_writing_annotated_10kCreative-Writing-High-Quality-1300x
Creative Writing - Part One (Shadow & Skeleton)
This dataset is designed to train Large Language Models (LLMs) in grounded creative writing by enforcing a "Think-Before-You-Write" methodology.
Methodology: Shadow & Skeleton
Most creative writing datasets train models to produce "vibes" or "cinematic descriptions" that often lack physical coherence or psychological depth. This dataset takes a different approach:
Shadow Prompts: We generated 1,000+ isomorphic… See the full description on the dataset page: https://huggingface.co/datasets/Crownelius/Creative-Writing-High-Quality-1300x.Creative_Writing_MultiturnUPDATE 2026: Stronger filtering using a very sophisticated filtering script and new data including a very small subset of https://huggingface.co/datasets/lemon07r/VellumK2T-Fiction-SFT-01 reasoning for thinking with a custom system prompt attached. This is suitable for both instruct non-thinking and thinking models, as I have added a system prompt for these few samples that use the tags <!think!> and </!think!> (without exclamation marks of course).
This is a dataset merge of many, many high… See the full description on the dataset page: https://huggingface.co/datasets/Dampfinchen/Creative_Writing_Multiturn.smoltalk-creative-writingCreative-Writing-Gemini3Pro-2700x
Pulitzer Diamond Prose GEMINI Seeds
This dataset contains 2745 high-quality creative writing seeds generated using Gemini 1.5 Pro.
Each entry represents a story opening designed to meet high literary standards, including internal thinking traces used during generation.
How it was made
The data was generated using a custom multi-platform generation engine. Models were prompted with a specialized "Diamond Quality" seed template that enforces strict literary… See the full description on the dataset page: https://huggingface.co/datasets/Crownelius/Creative-Writing-Gemini3Pro-2700x.WritingPrompts_curatedData from real humans, courtesy of https://reddit.com/r/WritingPrompts
WritingPrompts_preferences
Dataset Card for "WritingPrompts_preferences"
Human preference data from r/WritingPrompts
writing-model-papers-2016-2021
writing-model-papers-2016-2021
Private snapshot of papers from 2016 through 2021 (2022 excluded), filtered to the venue catalog under venues/ in the writing_model project.
PDFs are open-access only (arXiv, CVF, NeurIPS, PMLR, ACL Anthology, USENIX, JMLR). Paywalled publisher copies were not collected. The PDF tree stopped at a 48 GB disk budget.
Layout
path
contents
metadata/*.jsonl
one file per venue: title, year, authors, abstract, doi, arxiv_id… See the full description on the dataset page: https://huggingface.co/datasets/JonesLin/writing-model-papers-2016-2021.Japanese-Creative-Writing-39.6k
Japanese-Creative-Writing-39.6k
概要
deepseek-ai/DeepSeek-V3-0324を用いて作成した、約39600件の日本語の小説執筆タスクデータセットです。
全てのデータは2ターンのデータとなっています。また、データセット中の一部データはNSFW表現を含みます。
データの詳細
各データは以下のキーを含みます。
messages: OpenAI messages形式の対話データ
instruction_1: 1ターン目の指示プロンプト
output_1: 1ターン目のアシスタント応答
instruction_2: 2ターン目の指示プロンプト
output_2: 2ターン目のアシスタント応答
1ターン目の指示プロンプトはdeepseek-ai/DeepSeek-V3-0324で合成されています。system promptや2ターン目の指示プロンプトは事前に用意した複数種類からランダムに選択されたものが設定されています。
ライセンス… See the full description on the dataset page: https://huggingface.co/datasets/Aratako/Japanese-Creative-Writing-39.6k.Creative-Writing-Sonnet4.6-800x
Pulitzer Diamond Prose CLAUDE Seeds
This dataset contains 833 high-quality creative writing seeds generated using Claude 4.6 Sonnet.
Each entry represents a story opening designed to meet high literary standards.
How it was made
The data was generated using a custom multi-platform generation engine. Models were prompted with a specialized "Diamond Quality" seed template that enforces strict literary requirements: extreme show-don't-tell, double-labor sentence… See the full description on the dataset page: https://huggingface.co/datasets/Crownelius/Creative-Writing-Sonnet4.6-800x.RL-Claude-Creative-Writing-DPO
RL-Claude-Creative-Writing-DPO
Alpaca-format dataset. Columns: instruction, input, output, rejected
from datasets import load_dataset
ds = load_dataset("SLoonker/RL-Claude-Creative-Writing-DPO", split="train")
Creative-Writing-Sonnet4.6-Cleaned
Creative-Writing-Sonnet4.6-Cleaned
Cleaned creative writing SFT dataset from Sonnet 4.6 (833 samples). Prompts cleaned, thinking traces preserved.
Format
Each line is a JSON object with:
messages: list of message dicts with roles (system, user, assistant)
System: writing quality instructions
User: cleaned creative writing prompt
Assistant: creative writing response (may include <think> traces)
Stats
Metric
Value
Total prompt tokens… See the full description on the dataset page: https://huggingface.co/datasets/Crownelius/Creative-Writing-Sonnet4.6-Cleaned.nopm_claude_writing_fixedThis is Nopm/Opus_WritingStruct, reuploaded and properly converted to ShareGPT format.
Paper-Writing-Exam
Paper-Writing Exam
Paper-Writing-Exam is the runnable Harbor benchmark for evaluating agents
that write complete scientific manuscripts from prepared research materials.
The current immutable task release is v0.4.1 at
367bbf67ea05d0ec3d580e062aadf5636b45fc65, with 274 tasks.
Related datasets
Dataset
What it contains
When to use it
Paper-Writing-Exam
Runnable Harbor task trees
Run or inspect a benchmark task
Paper-Writing-Exam-Trials
Sanitized agent… See the full description on the dataset page: https://huggingface.co/datasets/Jack-Jieke-Wu/Paper-Writing-Exam.Writing-Preference-Bench
🔔 Introduction
WritingPreferenceBench is a cross-lingual benchmark for evaluating language models’ ability to recognize subjective writing quality—including creativity, stylistic sophistication, and emotional resonance—while neutralizing objective signals such as grammar, factuality, and length.It contains 1,800 human-validated preference pairs (1,200 English and 600 Chinese) across 8 creative writing genres and 51 fine-grained categories, where both responses are grammatically… See the full description on the dataset page: https://huggingface.co/datasets/m-a-p/Writing-Preference-Bench.dolly_creative_writing
Dataset Card for "dolly_creative_writing"
More Information needed
Creative-Writing-Part-Two
Creative Writing - Part Two (The Nuclear Dataset)
This dataset represents the "Nuclear" layer of our creative writing training pipeline. While Part One focused on physical and psychological grounding (Shadow & Skeleton), Part Two focuses on dense literary resonance, subtext, and stylistic sophistication.
Methodology: The Nuclear Pipeline
This dataset was built using a multi-phase "Controlled Criticality" approach to ensure maximum signal density without the… See the full description on the dataset page: https://huggingface.co/datasets/Crownelius/Creative-Writing-Part-Two.WritingPromptsX
Dataset Card for "WritingPromptsX"
Comments from r/WritingPrompts, up to 12-2022, from PushShift. Inspired by WritingPrompts, but a bit more complete.
WritingPrompts_binarizedWritingPrompts_preferences, but processed like SHP
Opus-4.5-WritingStyle-1000x
Stats
Metric
Value
Total prompt tokens
160,493
Total completion tokens
361,084
Total tokens
521,577
Total cost
$9.83 (USD)
Average turns
1.00
Average tool calls
0.00
Average tokens per row
205.51
Cost estimated using Claude Opus 4.5 pricing on OpenRouter ($5.0/M input, $25.0/M output)
Opus_WritingStruct
Opus Writing Instruct 6k
Synthetically generated creative writing data using Claude 3 Opus, by Anthropic, filtered and cleaned using automated means. Focus was placed on having as many genres as possible represented in the data, and to have Claude more openly use its excellent prose.
It also contains question-answer instruction pairs related to the topic of writing.
Dataset Details
Curated by: Nopm
License: Apache 2
Credits: The entire SillyTilly community for providing… See the full description on the dataset page: https://huggingface.co/datasets/Nopm/Opus_WritingStruct.wildbench-creative-writingmy-writing-style-datasetwuji-writing
Wuji Writing Bundle
A paired human demonstration ↔ robot teleoperation dataset for the task of brush-writing digits 0–9 on grid paper. Built to train human-to-robot transfer policies (e.g. VAM-style action diffusion with human reference video).
Both subsets are in LeRobot v2.1 format and share the same 10 tasks (task_index ∈ {0..9} corresponds to the written digit). They live as separate sub-directories under the repo root because the camera layout and resolution differ.
.
├──… See the full description on the dataset page: https://huggingface.co/datasets/yeeeiii111/wuji-writing.