datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
CineBoard3D-plus
🎬 CineBoard3D++: Dynamic 3D Story World Dataset
📊 Dataset Summary
CineBoard3D++ is a collection of editable, movie-inspired 3D story worlds built with StoryBlender for narrative-grounded camera planning and world visual attention. It brings together story scripts, animated characters, scene geometry, and shot-level configurations in native Blender projects.
The benchmark covers 50 stories, 457 scenes, 1,585 shots, and 3,197 3D assets (836 plot-related and 2,361… See the full description on the dataset page: https://huggingface.co/datasets/EngineeringAI-LAB/CineBoard3D-plus.United_States_State_Legislation_with_SummariesTest Push
Electrical-engineering
To the electrical engineering community
This dataset contains Q&A prompts about electrical engineering, Kicad's EDA software features and scripting console Python codes.
Authors
STEM.AI: stem.ai.mtl@gmail.comWilliam Harbec
civil-engineering-gemma-dataawesome-graph-engineering
Awesome Graph Engineering Resource Atlas
A versioned collection of research, standards, frameworks, protocols, reliability systems, evaluations, and critiques for graph-structured multi-agent systems and programmable AI-agent organizations.
This dataset mirrors Awesome Graph Engineering. The GitHub JSONL file is canonical; the Hub exposes the same records through Dataset Viewer, direct downloads, datasets, and pandas.
Working definition
Graph engineering is the… See the full description on the dataset page: https://huggingface.co/datasets/cy0307/awesome-graph-engineering.ERI-Engineering-Reasoning-and-Instruction
ERI — Engineering Reasoning and Instruction
53,429 instruction–response pairs spanning nine engineering disciplines, seven
question types and three difficulty levels, for instruction-tuning and evaluating
language models on engineering reasoning.
from datasets import load_dataset
eri = load_dataset("mznaser/ERI-Engineering-Reasoning-and-Instruction")
civil = eri.filter(lambda r: r["field"] == "civil_engineering")
Schema
Every record has six fields:
Field… See the full description on the dataset page: https://huggingface.co/datasets/mznaser/ERI-Engineering-Reasoning-and-Instruction.data-engineering-sft-100k
Data Engineering SFT 100K
A synthetic supervised fine-tuning dataset of 100,000 high-quality conversations covering modern data engineering practices — Apache Spark, dbt, Airflow, Kafka, Delta Lake, BigQuery, and Snowflake. Designed to train AI assistants that can help data engineers build, optimize, and debug production data pipelines.
Dataset Description
This dataset covers the full spectrum of data engineering across 7 specialized categories. Each record… See the full description on the dataset page: https://huggingface.co/datasets/stindardlogic/data-engineering-sft-100k.exLong-dataset
exLong Dataset
This dataset is used to train and evaluate the exLong models on generating exceptional-behavior tests.
It has two subsets:
'with-EBT-name': provides the target test name in the prompt
'no-EBT-name': does not provide the target test name in the prompt
NOTE: the data format is customized for Code Llama models.
Language
This is a Java dataset
Dataset Structure
The input for the model contains the following context:
Method under test (MUT)… See the full description on the dataset page: https://huggingface.co/datasets/EngineeringSoftware/exLong-dataset.litrue-battery-engineering-specs
LiTrue Battery Sizing & Engineering Calculation Framework
Parametric sizing tools and official specifications catalog engineered by LiTrue Battery.
Verified Manufacturer Technical Portals & Datasheets
Product Model & Chemistry
Official Product Page
Technical Datasheet (PDF)
36Ah Semi-Solid NMC Pouch Cell
View Product
Download PDF
30Ah Fast-Charging 5C NMC Cell
View Product
Download PDF
40Ah Solid-State Anode-Free Cell (495Wh/kg)
View Product… See the full description on the dataset page: https://huggingface.co/datasets/LurAx123/litrue-battery-engineering-specs.engineering-log-triage-dataset
Engineering Log Triage Dataset
Summary
This dataset contains synthetic/sanitized engineering-log examples for structured fault triage.
Each example is formatted as a chat-style supervised fine-tuning record. The model input is an unstructured engineering report. The target assistant message is a strict JSON object containing a structured triage result.
This dataset was created for the LoRA-Adapted Engineering Log Triage Service project.
Intended Use… See the full description on the dataset page: https://huggingface.co/datasets/cobra9786/engineering-log-triage-dataset.Electrical-engineering
To the electrical engineering community
This dataset contains Q&A prompts about electrical engineering, Kicad's EDA software features and scripting console Python codes.
Authors
STEM.AI: stem.ai.mtl@gmail.comWilliam Harbec
engineering.stackexchange.comllm-engineering-sft-8000
大模型工程化 SFT 数据集
这是一个面向大模型研发与工程化应用的中文 Alpaca 格式 SFT 数据集，共 8,000 条样本。
字段
instruction：用户问题或指令
input：空字符串
output：助手回答
主题范围
数据集覆盖 LoRA、QLoRA、PEFT、SFT、RAG、向量检索、Embedding、LLM Agent、工具调用、量化、推理部署、LLMOps、基础设施、模型评估、安全对齐等方向。
数据处理说明
数据来自经过清理的 Markdown 学习资料，并经过问题生成、答案生成、问题级质检、答案级离线分流、人工抽检和最终筛选。最终版本只保留 8,000 条主训练样本，字段已按 Alpaca 格式整理。
加载示例
from datasets import load_dataset
dataset = load_dataset("Nwna/llm-engineering-sft-8000")
print(dataset["train"][0])… See the full description on the dataset page: https://huggingface.co/datasets/Nwna/llm-engineering-sft-8000.synthetic-hvac-engineering-precheck
synthetic-hvac-engineering-precheck (v0.1)
Scope
Programmatically generated Q/A pairs for building-services quick checks (HVAC/hydronics). Focus is on:
unit hygiene (explicit conversions)
deterministic equations and step-by-step workflows
basic sanity checks and “missing inputs” prompts
This is pre-design / pre-check material. It is not a substitute for code-compliant design or professional sign-off.
Data
Each row is a JSON object with a single field:
text:… See the full description on the dataset page: https://huggingface.co/datasets/Irfanuruchi/synthetic-hvac-engineering-precheck.Circuit-Analysis-Reasoning-Sample
⚡ EngineeringWays Data Lab: Circuit Analysis Reasoning Dataset (Free Sample)
This is a free 50-item sample of the EngineeringWays Circuit Analysis Reasoning Dataset. It is designed specifically for fine-tuning Large Language Models (LLMs) in advanced STEM problem-solving, featuring strict Chain-of-Thought (CoT) reasoning.
Want the complete, deduplicated 592-item master dataset? 👉 Get the LoRA-Ready Master File on Payhip
🚀 Dataset Overview
Most math and physics… See the full description on the dataset page: https://huggingface.co/datasets/EngineeringWays/Circuit-Analysis-Reasoning-Sample.mmlu-electrical-engineeringbuilding-engineering-synthetic-dataset-v5
Building Engineering Synthetic Dataset (V5)
Repository: Irfanuruchi/building-engineering-synthetic-dataset-v5
This repository contains a synthetic dataset for training engineering reasoning models focused on building engineering calculations and sanity checks.
The dataset was generated using physics-based engineering equations and structured prompts suitable for LLM fine-tuning.
It was used to train:
Irfanuruchi/qwen2.5-1.5b-buildeng-precheck-lora-v5
Dataset Overview… See the full description on the dataset page: https://huggingface.co/datasets/Irfanuruchi/building-engineering-synthetic-dataset-v5.foundation-pit-engineering-instruction-dataset# Foundation Pit Engineering Instruction Dataset
## Dataset Description
This dataset is constructed to support the research presented in the paper *"A Knowledge Service System for Foundation Pit Engineering Based on LoRA and RAG(https://doi.org/10.1155/adce/8953677)"*. It consists of high-quality instruction-response pairs derived from national and industry standards for foundation pit engineering, designed for fine-tuning large language models (LLMs) in the specialized domain of… See the full description on the dataset page: https://huggingface.co/datasets/bsdibi/foundation-pit-engineering-instruction-dataset.schemaforge-engineering-and-technology-15
spectrum.ieee.org
Auto-refined by SchemaForge
Metadata
Topic: Engineering and Technology
Quality Score: 0.95
Source: Autonomous web scraper
Extracted Facts
IEEE Spectrum is the flagship publication of the IEEE.
IEEE is the world's largest professional organization devoted to engineering and applied sciences.
The Institute content is only available for IEEE Members.
Downloading full PDF issues is exclusive for IEEE Members.
Following topics is a… See the full description on the dataset page: https://huggingface.co/datasets/GudduButt/schemaforge-engineering-and-technology-15.Chinese-Oilwell-Engineering-QA-Dataset
中文油气井工程问答数据集（Chinese-Oilwell-Engineering-QA-Dataset）
本数据集面向油气井工程场景，聚焦钻井工程、完井工程、井壁稳定与石油工程导论等核心知识，采用问答（QA）形式组织，适用于中文技术领域大模型的指令对齐与领域微调。
🤗 Hugging Face | 🤖 ModelScope | 🚀 GitHub
数据集概览
规模：共 19,355 条样本。
类型：QA 型（基于 instruction → output 的指令问答结构）。
格式：JSON 数组（json-array）。
领域：钻井工程、完井工程、井壁稳定、石油工程导论等。
数据来源与整理
本数据集主要依据以下来源进行整理与归纳：
钻井工程、完井工程、井壁稳定、石油工程导论等相关教材与专著
公开的综述性学术文献与工程实践资料
在整理过程中，我们进行了人工初步查验与审核，以提升数据的一致性与可用性；但鉴于专业领域广度与复杂性，仍建议在实际工程应用前结合现场经验进行复核。… See the full description on the dataset page: https://huggingface.co/datasets/max180123/Chinese-Oilwell-Engineering-QA-Dataset.software-engineering-and-devopsNASA-Systems-Engineering-QA-JSONLengineering.meta.stackexchange.comecho-engineering-lorasocial-engineering-qa-english
Social Engineering Q&A Dataset (English)
Overview
An English question–answer corpus for social engineering and cybersecurity, derived from curated knowledge articles extracted from authoritative reference books.
This release is part of a bilingual research dataset engineering pipeline designed for
supervised fine-tuning (SFT), retrieval-augmented generation (RAG) evaluation, and
domain-specific language model benchmarking in cybersecurity education.
Each record is… See the full description on the dataset page: https://huggingface.co/datasets/smd20/social-engineering-qa-english.Electrical-engineering
To the electrical engineering community
This dataset contains Q&A prompts about electrical engineering, Kicad's EDA software features and scripting console Python codes.
Authors
STEM.AI: stem.ai.mtl@gmail.comWilliam Harbec
harness-engineering-exam-2026social-engineering-qa-persian
Social Engineering Q&A Dataset (Persian / Farsi)
Overview
A Persian (Farsi) question–answer corpus for social engineering and cybersecurity, derived from curated knowledge articles extracted from authoritative reference books.
This release is part of a bilingual research dataset engineering pipeline designed for
supervised fine-tuning (SFT), retrieval-augmented generation (RAG) evaluation, and
domain-specific language model benchmarking in cybersecurity education.… See the full description on the dataset page: https://huggingface.co/datasets/nezamisafa/social-engineering-qa-persian.social-engineering-qa-english
Social Engineering Q&A Dataset (English)
Overview
An English question–answer corpus for social engineering and cybersecurity, derived from curated knowledge articles extracted from authoritative reference books.
This release is part of a bilingual research dataset engineering pipeline designed for
supervised fine-tuning (SFT), retrieval-augmented generation (RAG) evaluation, and
domain-specific language model benchmarking in cybersecurity education.
Each record is… See the full description on the dataset page: https://huggingface.co/datasets/nezamisafa/social-engineering-qa-english.english-software-engineering-basics-30