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--- |
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license: cc-by-sa-4.0 |
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task_categories: |
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- question-answering |
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language: |
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- en |
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tags: |
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- devops |
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- kubernetes |
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- docker |
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- infrastructure-as-code |
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size_categories: |
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- 10K<n<100K |
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--- |
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# DevOps Q&A Dataset v1.0 |
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## Overview |
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High-quality dataset of **25,670** DevOps technical examples collected from GitHub repositories, Stack Exchange, and official documentation. |
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## Statistics |
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- **Total examples:** 25,670 |
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- **Average quality score:** ~0.82 |
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- **Unique (deduplicated):** High accuracy via MD5 |
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- **Categories:** Docker, Kubernetes, CI/CD, Cloud, Linux, Terraform, Ansible |
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- **Sources:** StackExchange/HuggingFace (~70%), GitHub Repositories (~29%), Official Documentation (~1%) |
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## Use Cases |
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- Fine-tuning LLMs for DevOps automation |
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- Training specialized models for technical documentation |
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- DevOps support chatbot development |
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- Infrastructure-as-Code assistant |
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## Dataset Schema |
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```json |
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{ |
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"question": "How to fix OOMKilled errors in Kubernetes?", |
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"answer": "1. Check pod memory limits...", |
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"category": "kubernetes", |
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"difficulty": "intermediate", |
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"quality_score": 0.89, |
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"source": "github" |
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} |
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``` |
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## Download |
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```python |
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from datasets import load_dataset |
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dataset = load_dataset("Skilln/devops-qa-dataset") |
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``` |
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## License |
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CC-BY-SA 4.0 (compatible with source licenses) |
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## Citation |
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```text |
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@dataset{devops_qa_2026, |
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title={DevOps Q&A Dataset}, |
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author={Skilln}, |
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year={2026}, |
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url={https://huggingface.co/datasets/Skilln/devops-qa-dataset} |
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} |
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``` |
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