Datasetpublic

Skilln/devops-qa-dataset

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%)… See the full description on the dataset page: https://huggingface.co/datasets/Skilln/devops-qa-dataset.

sourceHugging Facecc-by-sa-4.0updated 8mo agoView on Hugging Face

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Dataset Card

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

json

{
  "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

python

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

License

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

Citation

text

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