datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
stackoverflow-kubernetes-questionsThe purpose of this dataset is to provide the opportunity to perform any training, fine-tuning, etc. for any Language Model. In the 'data' folder, you will find the dataset in Parquet format, which is one of the formats used for these processes.
In case it may be useful for other purposes, I have also included the dataset in CSV format.
All data in this dataset were retrieved from the Stack Exchange network using the Stack Exchange Data explorer tool… See the full description on the dataset page: https://huggingface.co/datasets/mcipriano/stackoverflow-kubernetes-questions.devops-kubernetes-sft-100k
DevOps and Kubernetes SFT 100K
A synthetic supervised fine-tuning dataset of 100,000 high-quality DevOps and Kubernetes conversations designed to train AI assistants capable of supporting platform engineers, SREs, and DevOps practitioners.
Dataset Description
This dataset covers production-grade Kubernetes operations, cloud infrastructure, CI/CD pipelines, GitOps workflows, and platform engineering across 13 specialized categories. Each record follows the ShareGPT… See the full description on the dataset page: https://huggingface.co/datasets/stindardlogic/devops-kubernetes-sft-100k.devops-kubernetes-iac-sft-dpo-2026
⚙️ Enterprise DevOps AI, Kubernetes SRE & IaC SFT/DPO Dataset (2026)
High-precision multi-turn instruction tuning and preference optimization dataset with step-by-step SRE root-cause Chain-of-Thought (<thought>) diagnostic trees for fine-tuning LLMs (Llama-3.3, Qwen-2.5-Coder, DeepSeek-R1-Distill, Mistral) into Senior Site Reliability Engineers (SRE), Principal Cloud Architects, and DevSecOps Specialists.
📊 Dataset Architecture & Highlights
Multi-Turn SRE… See the full description on the dataset page: https://huggingface.co/datasets/beatsprom/devops-kubernetes-iac-sft-dpo-2026.kubernetes-security
Kubernetes Security Dataset
A comprehensive bilingual (French/English) dataset for training AI models on Kubernetes container and orchestration security.
Dataset Overview
This dataset contains 13 high-quality instruction-response pairs covering critical Kubernetes security topics including:
CIS Kubernetes Benchmarks - Security configuration recommendations
Pod Security Standards - Restricted, baseline, and privileged policies
RBAC & Service Accounts - Access control and… See the full description on the dataset page: https://huggingface.co/datasets/AYI-NEDJIMI/kubernetes-security.kubernetes-reasoningSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: Kubernetes
Documentation Data Source Link: https://kubernetes.io/docs/home/
Data Source License: https://github.com/kubernetes/website/blob/main/LICENSE
Data Source Authors: Kubernetes Authors
AI Benchmarks by Data Agents © 2025 RELAI.AI · Licensed under CC BY 4.0. Source: https://relai.ai
kubernetes-standardSamples in this benchmark were generated by RELAI using the following data source(s):
Data Source Name: Kubernetes
Documentation Data Source Link: https://kubernetes.io/docs/home/
Data Source License: https://github.com/kubernetes/website/blob/main/LICENSE
Data Source Authors: Kubernetes Authors
AI Benchmarks by Data Agents © 2025 RELAI.AI · Licensed under CC BY 4.0. Source: https://relai.ai
kubernetes_qa_pairsThis dataset contains Question and Answer Pairs for the topic Kubernetes, Pods, Nodes. containers.
It is made for KCNA exam.
The dataset contains Question, Answer, Difficulty, Topic, Type.
Based on Kubernetes Documentation Contributors, available at kubernetes.io. Licensed under CC BY 4.0.