README.md

metadata

license: cc-by-sa-4.0
task_categories:
  - question-answering
language:
  - en
tags:
  - devops
  - kubernetes
  - docker
  - infrastructure-as-code
size_categories:
  - 10K<n<100K

DevOps Q&A Dataset v1.0

Overview

High-quality dataset of 25,670 DevOps technical examples collected from GitHub repositories, Stack Exchange, and official documentation.

Statistics

• Total examples: 25,670
• Average quality score: ~0.82
• Unique (deduplicated): High accuracy via MD5
• Categories: Docker, Kubernetes, CI/CD, Cloud, Linux, Terraform, Ansible
• Sources: StackExchange/HuggingFace (70%), GitHub Repositories (29%), Official Documentation (~1%)

Use Cases

• Fine-tuning LLMs for DevOps automation
• Training specialized models for technical documentation
• DevOps support chatbot development
• Infrastructure-as-Code assistant

Dataset Schema

{
  "question": "How to fix OOMKilled errors in Kubernetes?",
  "answer": "1. Check pod memory limits...",
  "category": "kubernetes",
  "difficulty": "intermediate",
  "quality_score": 0.89,
  "source": "github"
}

Download

from datasets import load_dataset
dataset = load_dataset("Skilln/devops-qa-dataset")

License

CC-BY-SA 4.0 (compatible with source licenses)

Citation

@dataset{devops_qa_2026,
  title={DevOps Q&A Dataset},
  author={Skilln},
  year={2026},
  url={https://huggingface.co/datasets/Skilln/devops-qa-dataset}
}