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-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-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.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-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-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-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.cqa-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
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_ShareGPT_Enhanced
Creative Writing ShareGPT — Enhanced Edition ✨
High-quality creative writing dataset with regenerated responses using StepFun's Step-3.5-Flash model.
This dataset is an enhanced version of ChaoticNeutrals/Creative_Writing-ShareGPT, where all final AI responses have been regenerated using stepfun/step-3.5-flash with a carefully engineered system prompt designed to produce literary-quality creative writing.
What Changed
Original human prompts preserved — All… See the full description on the dataset page: https://huggingface.co/datasets/Crownelius/Creative_Writing_ShareGPT_Enhanced.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.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.incremental-instruction-creative-writing
Incremental Instruction Creative Writing
Does delivering a writing brief over several conversation turns change what a
language model writes? This dataset supports that question with matched
creative-writing tasks evaluated under two delivery conditions:
FULL: the complete brief is supplied in one turn.
SHARDED: the same intended brief is introduced across five to nine turns.
The benchmark holds task content fixed while varying how the instructions are
delivered. It is… See the full description on the dataset page: https://huggingface.co/datasets/SolusOps/incremental-instruction-creative-writing.Japanese-Creative-Writing-GLM4.5
Japanese-Creative-Writing-GLM4.5
概要
日本語の小説執筆タスクのデータセットであるAratako/Japanese-Creative-Writing-39.6kから一部の指示を抽出し、zai-org/GLM-4.5で応答を再生成した約8000件のデータセットです。
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: 指示プロンプト
output: アシスタント応答
system prompt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
MITライセンスの元配布します。
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.figaro-creative-writing
figaro-creative-writing
A high-quality creative writing dataset built using an editor feedback pipeline. Each story goes through three stages: DeepSeek V3.2 writes a first draft, Grok 4.1 Fast provides detailed editorial feedback, then DeepSeek revises based on that feedback. The revision is the final output.
Overview
Rows
6,022
Format
Single-turn chat (system + user + assistant)
Prompts
Gryphe/Opus-WritingPrompts
Writer model
DeepSeek V3.2 (temp=1.0… See the full description on the dataset page: https://huggingface.co/datasets/nchapman/figaro-creative-writing.Creative_Writing_Multiturn_Enhanced
Creative Writing Multiturn — Enhanced Edition ✨
High-quality creative writing dataset with regenerated responses using StepFun's Step-3.5-Flash model.
This dataset is an enhanced version of Dampfinchen/Creative_Writing_Multiturn, where all final AI responses have been regenerated using stepfun/step-3.5-flash with a carefully engineered system prompt designed to produce literary-quality creative writing.
What Changed
Original human prompts preserved — All user… See the full description on the dataset page: https://huggingface.co/datasets/Crownelius/Creative_Writing_Multiturn_Enhanced.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.CreativeWriting-3kCreative-knowledge-for-Writing
Creative knowledge for Writing
This dataset was designed to enhance or enhance the use of high-engagement words and phrases unique to high-quality novels.
It contains long excerpts of narrative text (minimum 15 sentences, maximum 55 sentences), which include:
characters' emotions,
sudden events,
plot twists,
direct dialogues with descriptions of emotions and feelings,
descriptions of landscapes, people, and things,
descriptions of sensations and feelings
The columns of the dataset… See the full description on the dataset page: https://huggingface.co/datasets/Croc-Prog-HF/Creative-knowledge-for-Writing.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.Creative-Writing-Thinking
Creative-Writing-Thinking
Using essays-creative-writing-prompts and Qwen3-14b to generate the reasoning traces and answers. We created this reasoning dataset.
Suitable for LLM post-training, especially RL.
qwen3-8b_arena-hard-creative-writing
Qwen/Qwen3-8B — arena-hard-creative-writing
Model outputs from the micro-creativity inference suite.
Model: Qwen/Qwen3-8B
Dataset: arena-hard-creative-writing (250 items)
Part of collection: ZachW/llm-creativity-benchmarks
Generation config
temperature: 0.0
max_tokens: 16384
seed: 42
backend: vllm
Columns
Column
Description
task_id
Unique task identifier
input
The exact prompt sent to the model (after meta-prompt application)… See the full description on the dataset page: https://huggingface.co/datasets/ZachW/qwen3-8b_arena-hard-creative-writing.qwen3-32b_arena-hard-creative-writing
Qwen/Qwen3-32B — arena-hard-creative-writing
Model outputs from the micro-creativity inference suite.
Model: Qwen/Qwen3-32B
Dataset: arena-hard-creative-writing (250 items)
Part of collection: ZachW/llm-creativity-benchmarks
Generation config
temperature: 0.0
max_tokens: 16384
seed: 42
backend: vllm
Columns
Column
Description
task_id
Unique task identifier
input
The exact prompt sent to the model (after meta-prompt… See the full description on the dataset page: https://huggingface.co/datasets/ZachW/qwen3-32b_arena-hard-creative-writing.gemma-3-27b-it_arena-hard-creative-writing
google/gemma-3-27b-it — arena-hard-creative-writing
Model outputs from the micro-creativity inference suite.
Model: google/gemma-3-27b-it
Dataset: arena-hard-creative-writing (250 items)
Part of collection: ZachW/llm-creativity-benchmarks
Generation config
temperature: 0.0
max_tokens: 16384
seed: 42
backend: vllm
Columns
Column
Description
task_id
Unique task identifier
input
The exact prompt sent to the model (after… See the full description on the dataset page: https://huggingface.co/datasets/ZachW/gemma-3-27b-it_arena-hard-creative-writing.llama-3.1-8b-instruct_arena-hard-creative-writing
meta-llama/Llama-3.1-8B-Instruct — arena-hard-creative-writing
Model outputs from the micro-creativity inference suite.
Model: meta-llama/Llama-3.1-8B-Instruct
Dataset: arena-hard-creative-writing (250 items)
Part of collection: ZachW/llm-creativity-benchmarks
Generation config
temperature: 0.0
max_tokens: 16384
seed: 42
backend: vllm
Columns
Column
Description
task_id
Unique task identifier
input
The exact prompt sent to the… See the full description on the dataset page: https://huggingface.co/datasets/ZachW/llama-3.1-8b-instruct_arena-hard-creative-writing.nanbeige4-3b-thinking-2511_arena-hard-creative-writing
Nanbeige/Nanbeige4-3B-Thinking-2511 — arena-hard-creative-writing
Model outputs from the micro-creativity inference suite.
Model: Nanbeige/Nanbeige4-3B-Thinking-2511
Dataset: arena-hard-creative-writing (250 items)
Part of collection: ZachW/llm-creativity-benchmarks
Generation config
temperature: 0.0
max_tokens: 16384
seed: 42
backend: vllm
Columns
Column
Description
task_id
Unique task identifier
input
The exact prompt sent… See the full description on the dataset page: https://huggingface.co/datasets/ZachW/nanbeige4-3b-thinking-2511_arena-hard-creative-writing.qwen3-30b-a3b_arena-hard-creative-writing
Qwen/Qwen3-30B-A3B — arena-hard-creative-writing
Model outputs from the micro-creativity inference suite.
Model: Qwen/Qwen3-30B-A3B
Dataset: arena-hard-creative-writing (250 items)
Part of collection: ZachW/llm-creativity-benchmarks
Generation config
temperature: 0.0
max_tokens: 16384
seed: 42
backend: vllm
Columns
Column
Description
task_id
Unique task identifier
input
The exact prompt sent to the model (after meta-prompt… See the full description on the dataset page: https://huggingface.co/datasets/ZachW/qwen3-30b-a3b_arena-hard-creative-writing.