datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.Creative-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.Creative-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.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.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.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.Creative-Writing-KimiK2.5-Cleaned
Creative-Writing-KimiK2.5-Cleaned
Cleaned creative writing SFT dataset from Kimi K2.5 (655 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
80… See the full description on the dataset page: https://huggingface.co/datasets/Crownelius/Creative-Writing-KimiK2.5-Cleaned.Creative-Writing-Qwen3.5Plus-2000x
Pulitzer Diamond Prose QWEN Seeds
This dataset contains 2638 high-quality creative writing seeds generated using Qwen 2.5 72B.
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-Qwen3.5Plus-2000x.Creative-Writing-Multiturn-Cleaned-16kcqa-creative-writing-expert-cot-preview
CQA: Creative Quality Alignment — Research-Grade Schema v2
English
This is a public preview of Bread Studio's post-training data derived from expert judgments about creative writing. The data is structured for inspection and reuse. The full 104-item Chinese creative-writing expert knowledge-elicitation collection is not released with this repository. This public preview contains the same 4 curated samples as v1, now represented with a more precise and traceable v2… See the full description on the dataset page: https://huggingface.co/datasets/BreadStudio/cqa-creative-writing-expert-cot-preview.creative_writing_conversationcreative_writing
Dataset Card for telecomadm1145/creative_writing
Dataset Details
Dataset Description
This dataset is a small-scale instruction–response dataset focused on creative writing tasks.Each example consists of a prompt (instruction specifying writing style, perspective, tone, etc.) and a response (a story segment or novel-like output).
The dataset emphasizes:
Creative Writing (light novel style, emotional narrative, dialogue-driven, descriptive prose).… See the full description on the dataset page: https://huggingface.co/datasets/telecomadm1145/creative_writing.Creative-Writing-Reasoning-KimiK2.5-600x
Pulitzer Diamond Prose KIMI Seeds
This dataset contains 655 high-quality creative writing seeds generated using Kimi-v1.
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 requirements:… See the full description on the dataset page: https://huggingface.co/datasets/Crownelius/Creative-Writing-Reasoning-KimiK2.5-600x.Creative-Writing-Dataset
Creative Writing Dataset（クリエイティブライティングデータセット）
概要
本データセットは、Aratako/Japanese-Creative-Writing-39.6k の instruction_1 / instruction_2 をそのまま保持し、output_1 / output_2 を Kimi K2.5（Reasoning effort=high） で再生成した ロールプレイング創作データセット です。コンテンツレーティングは R15以下 に制約されています。生成にはSDG-LOOMという合成データ生成パイプラインを用いました。（sdg-loom）
データの説明
項目
内容
件数
約5,000件
形式
JSONL（1行1JSON）
言語
日本語
ターン数
1〜2ターン（instruction + 再生成output）
コンテンツレーティング
R15以下
ソースデータセット… See the full description on the dataset page: https://huggingface.co/datasets/DataPilot/Creative-Writing-Dataset.deep-creative-writing-zh
Deep Creative Writing Dialogue Dataset (Chinese)
深度文学创作对话数据集
Dataset Description
High-quality Chinese creative writing dialogues covering novel structure, character development, narrative techniques, symbolism, and literary theory.
高质量中文文学创作对话，涵盖小说结构设计、角色塑造、叙事技巧、象征主义、文学理论等议题。
Dataset Structure
Format: JSONL (JSON Lines)
Fields:
instruction: User message / question
input: Additional context (if any)
output: AI response
metadata:… See the full description on the dataset page: https://huggingface.co/datasets/AngelWarmSmile123/deep-creative-writing-zh.smoltalk-creative-writing-enPurified-openai-messages
📖 SmolTalk-Creative-Writing-enPurified-openai-messages
SmolTalk-Creative-Writing-enPurified is a highly curated, "prose-first" subset of the original collinear-ai/smoltalk-creative-writing dataset.
The enPurified collection is built on a specific philosophy: Specialization. While the ecosystem has plenty of datasets for coding (StackOverflow, StarCoder) and mathematics (GSM8K), high-quality, fluent English prose often gets diluted when mixed with syntax-heavy code or rigid math… See the full description on the dataset page: https://huggingface.co/datasets/enPurified/smoltalk-creative-writing-enPurified-openai-messages.eq-bench-creative-writing-v3https://eqbench.com/creative_writing.html
eq-bench
Qwill-RP-CreativeWriting-Reasoning
Qwill RP CreativeWriting Reasoning Dataset
📝 Dataset Summary
Qwill-RP-CreativeWriting-Reasoning is a creative writing dataset focused on structured reasoning. Each row contains a fictional or narrative prompt sourced from nothingiisreal/Reddit-Dirty-And-WritingPrompts, along with an AI-generated response that includes:
Reasoning, wrapped in <think>...</think>
Final Answer, wrapped in <answer>...</answer>
The goal is to train or evaluate models on chain-of-thought… See the full description on the dataset page: https://huggingface.co/datasets/marcuscedricridia/Qwill-RP-CreativeWriting-Reasoning.1k-creative-writing-8kt-fineweb-edu-sampleTotal tokens in matching entries: 5_575_157
Average tokens per entry: 5575.16
CreativeWriting-3kInstruct-Anime-CreativeWritingA small synthetic dataset of instruct prompts from various fandoms, answered by anime / game characters instructed to respond in a creative writing style.
Data was created by a mix of Claude 3.7, Deepseek-v3 & Gemini Flash.
Dataset has been cleaned for major slop. There's a decent amount of one word (testaments, fractures etc.) slop in here, but generally this one is pretty clean and has a positive impact on writing style for models it's applied to.
Creation Process:
Character is randomly… See the full description on the dataset page: https://huggingface.co/datasets/zerofata/Instruct-Anime-CreativeWriting.creative-writing-2048-fineweb-edu-sampleCreative Writing:
keywords:
- "creative writing"
- "storytelling"
- "roleplaying"
- "narrative structure"
- "character development"
- "worldbuilding"
- "plot devices"
- "genre fiction"
- "writing techniques"
- "literary elements"
- "RPG storytelling"
- "interactive narrative"
max_entries: 2048
min_tokens: 512
max_tokens: 2048
min_int_score: 4
Total tokens in matching entries: 2218544
creative_writing
Creative Writing & Metrics Evaluation Dataset
Dataset Description
Each row is one human-written continuation of a creative-writing prompt, scored automatically by four LLM judges (gemini-2.0-flash, gemini-3.8-flash, gpt-4o, gpt-5.6-terra) and a set of traditional NLP metrics, and reviewed independently by multiple human raters on the same criteria.
The dataset consists of responses to creative writing prompts. Each prompt specifically contained a direction to… See the full description on the dataset page: https://huggingface.co/datasets/sigma-ai-research/creative_writing.tb00-creative-writing-uncensored
Creative Writing Instruction Dataset
400+ creative writing samples across genres: thriller, romance, sci-fi, horror, literary fiction. Uncensored, high quality.
Stats
Samples: 78
Format: JSONL (messages format, ready for SFT)
License: Apache 2.0
Usage
from datasets import load_dataset
ds = load_dataset("paijo77/creative-writing-uncensored")
# Format: messages array
print(ds['train'][0]['messages'])
Fine-tuning
from trl import… See the full description on the dataset page: https://huggingface.co/datasets/rx1lora/tb00-creative-writing-uncensored.Creative_Writing_Multiturn_llama3.2Creativewritingcreative-writing-uncensored
Creative Writing Instruction Dataset
400+ creative writing samples across genres: thriller, romance, sci-fi, horror, literary fiction. Uncensored, high quality.
Stats
Samples: 78
Format: JSONL (messages format, ready for SFT)
License: Apache 2.0
Usage
from datasets import load_dataset
ds = load_dataset("paijo77/creative-writing-uncensored")
# Format: messages array
print(ds['train'][0]['messages'])
Fine-tuning
from trl import SFTTrainer
#… See the full description on the dataset page: https://huggingface.co/datasets/oyi77/creative-writing-uncensored.gemm3-creativewriting