datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
smollm3-blueprintHere you can find the SmolLM3 Engineering Blueprint
factorio-blueprint-visualizations
Dataset Description
This dataset is a collection of visualizations of Factorio Blueprints using this Factorio Visualization Tool: https://github.com/piebro/factorio-blueprint-visualizer. The Blueprints are collected from https://www.factorio.school/.
Examples
Dataset Structure
"svg_original": The svg downloaded like this from the website
"svg_rect": The svg reshaped to a rect and a slightly bigger border
"png_1024x1024": The svg_rect images exported as… See the full description on the dataset page: https://huggingface.co/datasets/piebro/factorio-blueprint-visualizations.Bone_metastases_pet_ct_for_BlueprINTBlueprintTrace
BlueprintTrace
142 failed Lean proof blueprints over 141 miniF2F targets.
Benchmark for BlueprintRepair: Typed Local Edits for Failed Lean Proof Blueprints,
accepted at MathNLP 2026 (EMNLP).
Ruslan Khrulev · Lomonosov Moscow State University
Code and evaluator · Paper · Citation
Benchmark
from datasets import load_dataset
states = load_dataset("Karifannaa/BlueprintTrace", "states", split="test")
Each row includes the broken Lean module, target statement, source… See the full description on the dataset page: https://huggingface.co/datasets/Karifannaa/BlueprintTrace.BluePrint
📘 BluePrint
BluePrint is a large-scale dataset of social media conversation threads designed for evaluating and training LLM-based social media agents.
It provides realistic, thread-structured data clustered into representative user personas at various levels of granularity.
✅ Key Features
Thread-Based Structure: Each example is a list of messages representing a user thread.
Persona Clustering: Users are clustered into 2, 25, 100, and 1000 representative personas to… See the full description on the dataset page: https://huggingface.co/datasets/ComplexDataLab/BluePrint.01-4-cognition-river-blueprints
千年鹿认知体系 · 体系技术蓝图仓库｜QNLOO Cognition System · System Technical Blueprints
1. 本仓库定位 / Repository Profile
性质：全球官方唯一《认知之河》六项核心发明专利的参考实现与开源样板间仓库。作为体系技术蓝图的官方交付载体，本仓库用于公开专利方案的标准化工程实现，供全球开发者学习、验证及合规参照。
Nature: The world's official reference implementation and open-source blueprint repository for the six core invention patents of the River of Cognition. As the official delivery vehicle for the system's technical blueprints, this repository publicly provides standardized… See the full description on the dataset page: https://huggingface.co/datasets/QNLOO/01-4-cognition-river-blueprints.THE-BLUEPRINT-FOR-AI-ALIGNMENTfactorio-blueprint-visualizations-sdxl-lora-examples
Factorio Blueprint Visualizations SDXL Lora Examples
Examples of the usage of https://huggingface.co/piebro/factorio-blueprint-visualizations-sdxl-lora. The images are generated using 25 inference steps and a guidance_scale of 7. The filenames are composed like this: {counter}_{seed}_{prompt}.png.
blueprint-dataset
Blueprint OCR Dataset (YOLO Format)
Images resized to 50% resolution for faster training and smaller download size.
Quick Start
from huggingface_hub import hf_hub_download
import zipfile
# Download
zip_path = hf_hub_download(
repo_id="packshotter/blueprint-dataset",
filename="blueprint-dataset.zip",
repo_type="dataset"
)
# Extract
with zipfile.ZipFile(zip_path, 'r') as z:
z.extractall('.')
# Train with YOLOv8
from ultralytics import YOLO
model =… See the full description on the dataset page: https://huggingface.co/datasets/packshotter/blueprint-dataset.blueprint-dataset-4k
Blueprint OCR Dataset (YOLO Format) - Full 4K Resolution
Full resolution images (~3509x4963) with PNG compression.
Quick Start
from huggingface_hub import hf_hub_download
import zipfile
zip_path = hf_hub_download(
repo_id="packshotter/blueprint-dataset-4k",
filename="dataset.zip",
repo_type="dataset"
)
with zipfile.ZipFile(zip_path, 'r') as z:
z.extractall('.')
from ultralytics import YOLO
model = YOLO('yolov8n.pt')… See the full description on the dataset page: https://huggingface.co/datasets/packshotter/blueprint-dataset-4k.Blueprint-Bench-lmmsmille-agent-blueprints
MILLE Agent Blueprints
This dataset contains 200 synthetic, contract-checked examples for evaluating
agents that plan machine-learning systems. Each JSONL row pairs a plain-language
ML system request with a MILLE-generated expected blueprint, a dataset profile
when sample CSV data is available, rubric criteria, and known failure modes.
What it demonstrates
Evaluation across six ML task families and 24 operational domains
Explicit contracts for task framing… See the full description on the dataset page: https://huggingface.co/datasets/AhmedMSLTI/mille-agent-blueprints.ue-blueprint-to-cpp
UE Blueprint-to-C++ Dataset v8
A collection of Unreal Engine Blueprint system descriptions paired with production-quality C++ implementations, generated automatically through an autonomous pipeline for professional machine learning training.
Description
This dataset contains synthetic but realistic training data converting Unreal Engine Blueprint systems into valid, compile-ready C++ code following Unreal best practices. Each entry pairs a high-level description… See the full description on the dataset page: https://huggingface.co/datasets/Saif7800/ue-blueprint-to-cpp.blueprintsafrica-synth-education-assessment-blueprints-nigeria
Nigeria Education - Assessment Blueprints | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: education - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Education… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-education-assessment-blueprints-nigeria.claude-code-agent-blueprints
Claude Code Agent Blueprints — 14-Agent Production Company
Real instruction files for 10 production Claude Code agents running a live AI software company (whoffagents.com). Each record is one agent's complete role definition: scope, KPIs, tools, escalation paths, and collaboration rules.
What's in here
A real company built on 14 Claude Code agents coordinating via PAX Protocol. This dataset releases the actual agent instruction files (AGENTS.md) for the VP-level agents:… See the full description on the dataset page: https://huggingface.co/datasets/WH0FF/claude-code-agent-blueprints.xarm7_beavrsim_vanishing_blueprint_datasetThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "xarm7",
"total_episodes": 100,
"total_frames": 98735,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:100"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/arclabmit/xarm7_beavrsim_vanishing_blueprint_dataset.vanishing_blueprintThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "xarm7",
"total_episodes": 21,
"total_frames": 28684,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:21"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/aposadasn/vanishing_blueprint.e-zeropoint-blueprint-datalean_blueprint_datafactorio-blueprint-visualizations-sdxl-lora-examples
Factorio Blueprint Visualizations SDXL Lora Examples
Examples of the usage of https://huggingface.co/piebro/factorio-blueprint-visualizations-sdxl-lora. The images are generated using 25 inference steps and a guidance_scale of 7. The filenames are composed like this: {counter}_{seed}_{prompt}.png.
alpaca-gpt4-originalBlueprintFloor0Future_Security_And_WatchAI_Blueprint
🛡️ Future Security and WatchAI Blueprint
A full system design for future AI-led law enforcement, anti-corruption supervision, and ethical oversight. Proposed by Ephraim Chuah as part of the Future AI Civilization Constitution Project.
🔍 Overview
This blueprint includes:
🤖 AI Role Descriptions:
PatrolBot – Street and zone patrol
GuardAI – Local building and entrance guard
BorderAI – Immigration and identity scan
InvestiBot – Corruption & bribery detection
WatchAI –… See the full description on the dataset page: https://huggingface.co/datasets/EphraimChuahLeePing/Future_Security_And_WatchAI_Blueprint.buzz_sources_295_api-blueprintsharegpt-trainingbeauty-blueprint-corpusFuture_Security_And_WatchAI_Blueprint.zip于三节点公链；人类命令无效。
Blueprintsblueprint03