Distributed AI Model Training and LLM Fine-Tuning on Kubernetes
$ npx skills add kubeflow/trainerAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
AI Inference Operator for Kubernetes. The easiest way to serve ML models in production. Supports VLMs, LLMs, embeddings, and speech-to-text.
Distributed AI Model Training and LLM Fine-Tuning on Kubernetes
$ npx skills add kubeflow/trainerManages Unified Access to Generative AI Services built on Envoy Gateway
$ npx skills add envoyproxy/ai-gatewayLightweight Kubernetes
$ npx skills add k3s-io/k3sContainer runtimes on macOS (and Linux) with minimal setup
$ npx skills add abiosoft/colimaeBPF-based Networking, Security, and Observability
$ npx skills add cilium/cilium🐶 Kubernetes CLI To Manage Your Clusters In Style!
$ npx skills add derailed/k9sOpenFaaS - Serverless Functions Made Simple
$ npx skills add openfaas/faasvCluster - Create fully functional virtual Kubernetes clusters - Each vcluster runs inside a namespace of the underlying k8s cluster. It's cheaper than creating separate full-blown clusters and it offers better multi-tenancy and isolation than regular namespaces.
$ npx skills add loft-sh/vclusterA Kubernetes controller to watch changes in ConfigMap and Secrets and do rolling upgrades on Pods with their associated Deployment, StatefulSet, DaemonSet and DeploymentConfig – [✩Star] if you're using it!
$ npx skills add stakater/ReloaderNetmaker makes networks with WireGuard. Netmaker automates fast, secure, and distributed virtual networks.
$ npx skills add gravitl/netmakerTyk Open Source API Gateway written in Go, supporting REST, GraphQL, TCP and gRPC protocols
$ npx skills add TykTechnologies/tykAchieve state of the art inference performance with modern accelerators on Kubernetes
$ npx skills add llm-d/llm-dGiving Kubernetes Superpowers to everyone
$ npx skills add k8sgpt-ai/k8sgptStandardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes
$ npx skills add kserve/kserveCloud native networking and network security
$ npx skills add projectcalico/calicoAnteon (formerly Ddosify): eBPF-based Kubernetes Monitoring and Performance Testing
$ npx skills add getanteon/anteonHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Kubeai if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.