| | --- |
| | 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} |
| | } |
| | ``` |
| |
|
