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---
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
```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}
}
```
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