datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
the-stack-yaml-k8s
Dataset Card for The Stack YAML K8s
This dataset is a subset of The Stack dataset data/yaml. The YAML files were
parsed and filtered out all valid K8s YAML files which is what this data is about.
The dataset contains 276520 valid K8s YAML files. The dataset was created by running
the the-stack-yaml-k8s.ipynb
Notebook on K8s using substratus.ai
Source code used to generate dataset: https://github.com/substratusai/the-stack-yaml-k8s
Need some help? Questions? Join our Discord server:… See the full description on the dataset page: https://huggingface.co/datasets/substratusai/the-stack-yaml-k8s.autonomous-devsecops-k8s-agent-2026
🛡️ Autonomous DevSecOps, Kubernetes & Cloud-Native Security Agent Suite (2026)
A Production-Grade, Verifiable Synthetic Corpus for Training Autonomous Cloud Infrastructure & Security LLMs
⚡ Overview & Industry Problem
Deploying Large Language Models with autonomous access to cloud infrastructure, container orchestration, and kernel privileges without deterministic verification is an unacceptable risk. Standard function-calling models… See the full description on the dataset page: https://huggingface.co/datasets/beatsprom/autonomous-devsecops-k8s-agent-2026.k8sbench
K8sBench: Kubernetes Configuration Generation Benchmark
K8sBench is a structured benchmark of 30 prompts covering 17 Kubernetes resource types, designed to evaluate LLMs on schema-validated Kubernetes manifest generation.
Metrics
Metric
Description
YAML%
YAML syntax validity (yaml.safe_load)
K8s%
Schema compliance (kubeconform --strict)
Sem%
Semantic field completeness (required fields present)
Resource Types Covered
Deployment, Service… See the full description on the dataset page: https://huggingface.co/datasets/roanbrasil/k8sbench.k8s-data
K8s Troubleshooting Dataset
This dataset contains 84 examples of Kubernetes troubleshooting scenarios collected from various failure scenarios in microservice applications.
Dataset Summary
The dataset is derived from the gt_sft_c_r folder containing supervised fine-tuning data for Kubernetes troubleshooting. Each example represents a complete troubleshooting session with system state analysis, command execution, and resolution steps.
Supported Tasks and… See the full description on the dataset page: https://huggingface.co/datasets/spacezenmasterr/k8s-data.varxipod-k8s-remediation
VarXiPod K8s Remediation Dataset
Dataset Description
Synthetic dataset for training agentic K8s remediation models. Contains event
diagnosis, remediation planning, tool calling, runbook execution, and confidence
scoring examples. Generated from VarXiPod operator domain knowledge.
This dataset is designed to fine-tune language models for autonomous Kubernetes
cluster remediation. Each example represents a realistic scenario drawn from
production operator experience… See the full description on the dataset page: https://huggingface.co/datasets/northriverfence/varxipod-k8s-remediation.k8s-rag-corpus
K8s RAG Corpus
A curated corpus of 4,794 Kubernetes-specific documents (7.5MB) used as the retrieval index for the BM25 RAG component of the K8s Multi-Agent Debate system.
Contents
Source
Documents
Official k8s.io examples (kubernetes/website)
~200
Helm chart examples
~150
Flux CD / HelmRelease examples
~100
ArgoCD Application templates
~100
RBAC, NetworkPolicy, HPA patterns
~200
Curated hardcoded examples (29 complex patterns)
29
Local production… See the full description on the dataset page: https://huggingface.co/datasets/roanbrasil/k8s-rag-corpus.