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