datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
k8s-instructionsThis is a fork from https://huggingface.co/datasets/substratusai/k8s-instructions
k8s-docs-rag-bench
k8s-docs-rag-bench
Paper: Analyzing Quality--Latency--Resource Trade-offs in a Technical Documentation RAG Assistant Using LoRA Adaptation (arXiv:2605.28222)
Code: github.com/EugPal/rag-lora-tradeoffs
A small, fully-grounded benchmark for retrieval-augmented question answering
(RAG) over the official Kubernetes documentation, together with the full
set of LLM-judge labels used in the accompanying preprint
"Analyzing Quality-Latency-Resource Trade-offs in a Technical… See the full description on the dataset page: https://huggingface.co/datasets/evgenypal/k8s-docs-rag-bench.k8s-crashloop-trajectories
K8S Crashloop Trajectories
Rights & intended use: legacy public research corpus / portfolio
artifact. Hosted frontier-model outputs are research-only inputs under
project policy (synthetic-factory#161):
intended_use: research_only, project_training_policy: blocked. Not
training data for any model-weight update. Machine-readable record:
rights.json.
Release status: The raw, uncurated payload is now published under
data/raw/. It is available for inspection and reproducibility… See the full description on the dataset page: https://huggingface.co/datasets/rmems/k8s-crashloop-trajectories.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-instructionsrootly_terraform_azure_k8s_1terraform-azure-k8s-mcqmirror-k8s-instructionsk8s_instruct_datasetk8s_instruct_dataset_gemma