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Title: GitHub - defilantech/LLMKube: Kubernetes operator for self-hosted LLM inference across a heterogeneous GPU fleet: NVIDIA CUDA, AMD Vulkan, and Apple Silicon Metal. Runtimes: llama.cpp, vLLM, TGI, mlx-server. Multi-GPU sharding, model caching, OpenAI-compatible endpoints. Apache-2.0, run across homelab and on-prem fleets, actively developed. · GitHub

Open Graph Title: GitHub - defilantech/LLMKube: Kubernetes operator for self-hosted LLM inference across a heterogeneous GPU fleet: NVIDIA CUDA, AMD Vulkan, and Apple Silicon Metal. Runtimes: llama.cpp, vLLM, TGI, mlx-server. Multi-GPU sharding, model caching, OpenAI-compatible endpoints. Apache-2.0, run across homelab and on-prem fleets, actively developed.

X Title: GitHub - defilantech/LLMKube: Kubernetes operator for self-hosted LLM inference across a heterogeneous GPU fleet: NVIDIA CUDA, AMD Vulkan, and Apple Silicon Metal. Runtimes: llama.cpp, vLLM, TGI, mlx-server. Multi-GPU sharding, model caching, OpenAI-compatible endpoints. Apache-2.0, run across homelab and on-prem fleets, actively developed.

Description: Kubernetes operator for self-hosted LLM inference across a heterogeneous GPU fleet: NVIDIA CUDA, AMD Vulkan, and Apple Silicon Metal. Runtimes: llama.cpp, vLLM, TGI, mlx-server. Multi-GPU sharding, model caching, OpenAI-compatible endpoints. Apache-2.0, run across homelab and on-prem fleets, actively developed. - defilantech/LLMKube

Open Graph Description: Kubernetes operator for self-hosted LLM inference across a heterogeneous GPU fleet: NVIDIA CUDA, AMD Vulkan, and Apple Silicon Metal. Runtimes: llama.cpp, vLLM, TGI, mlx-server. Multi-GPU sharding,...

X Description: Kubernetes operator for self-hosted LLM inference across a heterogeneous GPU fleet: NVIDIA CUDA, AMD Vulkan, and Apple Silicon Metal. Runtimes: llama.cpp, vLLM, TGI, mlx-server. Multi-GPU sharding,...

Opengraph URL: https://github.com/defilantech/LLMKube

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	https://github.com/defilantech/LLMKube/blob/main/docs/images/logo.png
	https://github.com/defilantech/LLMKube#llmkube
	https://github.com/defilantech/LLMKube#the-kubernetes-operator-for-self-hosted-llm-inference
Foreman	https://github.com/defilantech/LLMKube#foreman
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	https://github.com/defilantech/LLMKube/actions/workflows/helm-chart.yml
	https://goreportcard.com/report/github.com/defilantech/llmkube
	https://github.com/defilantech/LLMKube/releases
	https://github.com/defilantech/LLMKube/stargazers
	https://github.com/defilantech/LLMKube/blob/main/LICENSE
	https://camo.githubusercontent.com/3ee2a6002d7ddfd67d5e5b0240e9f9f8ae02b24cab4215eaf1575e809e785d4d/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f676f2d6d6f642f676f2d76657273696f6e2f646566696c616e746563682f4c4c4d4b756265
	https://discord.gg/Ktz85RFHDv
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ModelRouter	https://github.com/defilantech/LLMKube#composition-modelrouter
Foreman	https://github.com/defilantech/LLMKube#foreman
Metal Agent	https://github.com/defilantech/LLMKube#the-metal-agent
Why LLMKube?	https://github.com/defilantech/LLMKube#how-is-this-different
Benchmarks	https://github.com/defilantech/LLMKube#performance
Roadmap	https://github.com/defilantech/LLMKube/blob/main/ROADMAP.md
Discord	https://discord.gg/Ktz85RFHDv
	https://github.com/defilantech/LLMKube#the-problem
#508	https://github.com/defilantech/LLMKube/pull/508
#588	https://github.com/defilantech/LLMKube/pull/588
Foreman	https://github.com/defilantech/LLMKube#foreman
live Foreman docs	https://llmkube.com/docs/foreman
Composition: ModelRouter	https://github.com/defilantech/LLMKube#composition-modelrouter
	https://github.com/defilantech/LLMKube#architecture
deployment/macos/README.md	https://github.com/defilantech/LLMKube/blob/main/deployment/macos/README.md
	https://github.com/defilantech/LLMKube#see-it-in-action
	https://llmkube.com/docs/getting-started
llmkube.com/docs/getting-started	https://llmkube.com/docs/getting-started
	https://github.com/defilantech/LLMKube#quick-start
Minikube Quickstart	https://github.com/defilantech/LLMKube/blob/main/docs/minikube-quickstart.md
GKE with GPUs	https://github.com/defilantech/LLMKube/blob/main/docs/gpu-setup-guide.md
Intel GPU Quickstart	https://github.com/defilantech/LLMKube/blob/main/docs/intel-gpu-quickstart.md
DGX Spark (MicroK8s)	https://github.com/defilantech/LLMKube/blob/main/docs/dgx-spark-microk8s.md
Air-Gapped Deployment	https://github.com/defilantech/LLMKube/blob/main/docs/air-gapped-quickstart.md
OpenShift	https://github.com/defilantech/LLMKube#troubleshooting
	https://github.com/defilantech/LLMKube#the-metal-agent
Full Metal Agent guide →	https://github.com/defilantech/LLMKube/blob/main/deployment/macos/README.md
	https://github.com/defilantech/LLMKube#composition-modelrouter
Full ModelRouter concept doc →	https://github.com/defilantech/LLMKube/blob/main/docs/site/concepts/model-router.md
Sample manifest	https://github.com/defilantech/LLMKube/blob/main/config/samples/inference_v1alpha1_modelrouter.yaml
	https://github.com/defilantech/LLMKube#foreman
	https://github.com/defilantech/LLMKube/blob/main/docs/site/images/foreman-logo-icon.svg
#508	https://github.com/defilantech/LLMKube/pull/508
#588	https://github.com/defilantech/LLMKube/pull/588
Full Foreman docs →	https://llmkube.com/docs/foreman
Model compatibility table	https://llmkube.com/docs/foreman/model-compatibility
Sample manifests	https://github.com/defilantech/LLMKube/blob/main/examples/foreman
	https://github.com/defilantech/LLMKube#how-is-this-different
	https://github.com/defilantech/LLMKube#performance
	https://github.com/defilantech/LLMKube#cloud-gpu-gke-nvidia-l4
	https://github.com/defilantech/LLMKube#desktop-gpu-dual-rtx-5060-ti
v0.4 release notes	https://github.com/defilantech/LLMKube/blob/main/docs/releases/RELEASE_NOTES_v0.4.0.md
	https://github.com/defilantech/LLMKube#features
guide	https://github.com/defilantech/LLMKube/blob/main/docs/MODEL-CACHE.md
ModelRouter	https://github.com/defilantech/LLMKube#composition-modelrouter
Metal Agent	https://github.com/defilantech/LLMKube/blob/main/deployment/macos
guide	https://github.com/defilantech/LLMKube/blob/main/docs/MULTI-GPU-DEPLOYMENT.md
	https://github.com/defilantech/LLMKube#use-the-api
	https://github.com/defilantech/LLMKube#installation
	https://github.com/defilantech/LLMKube#helm-recommended
	https://github.com/defilantech/LLMKube#cli
	https://github.com/defilantech/LLMKube#from-source
Helm Chart docs	https://github.com/defilantech/LLMKube/blob/main/charts/llmkube/README.md
Minikube Quickstart	https://github.com/defilantech/LLMKube/blob/main/docs/minikube-quickstart.md
GKE GPU Setup	https://github.com/defilantech/LLMKube/blob/main/docs/gpu-setup-guide.md
	https://github.com/defilantech/LLMKube#troubleshooting
	https://github.com/defilantech/LLMKube#contributing
CONTRIBUTING.md	https://github.com/defilantech/LLMKube/blob/main/CONTRIBUTING.md
	https://github.com/defilantech/LLMKube#contributors
	https://github.com/defilantech/LLMKube/graphs/contributors
	https://github.com/defilantech/LLMKube#community
Discord	https://discord.gg/Ktz85RFHDv
GitHub Issues	https://github.com/defilantech/LLMKube/issues
GitHub Discussions	https://github.com/defilantech/LLMKube/discussions
ROADMAP.md	https://github.com/defilantech/LLMKube/blob/main/ROADMAP.md
	https://github.com/defilantech/LLMKube#acknowledgments
Kubebuilder	https://kubebuilder.io
llama.cpp	https://github.com/ggml-org/llama.cpp
Prometheus	https://prometheus.io
Helm	https://helm.sh
	https://github.com/defilantech/LLMKube#license
LICENSE	https://github.com/defilantech/LLMKube/blob/main/LICENSE
	https://github.com/defilantech/LLMKube#trademarks
Get started in 5 minutes →	https://github.com/defilantech/LLMKube/blob/main/docs/minikube-quickstart.md
a star helps others find it	https://github.com/defilantech/LLMKube
llmkube.com	https://llmkube.com
kubernetes	https://github.com/topics/kubernetes
ai	https://github.com/topics/ai
metal	https://github.com/topics/metal
gpu	https://github.com/topics/gpu
inference	https://github.com/topics/inference
self-hosted	https://github.com/topics/self-hosted
nvidia	https://github.com/topics/nvidia
kubernetes-operator	https://github.com/topics/kubernetes-operator
autoscaling	https://github.com/topics/autoscaling
homelab	https://github.com/topics/homelab
multi-gpu	https://github.com/topics/multi-gpu
mlx	https://github.com/topics/mlx
edge-computing	https://github.com/topics/edge-computing
tgi	https://github.com/topics/tgi
apple-silicon	https://github.com/topics/apple-silicon
llm	https://github.com/topics/llm
llama-cpp	https://github.com/topics/llama-cpp
vllm	https://github.com/topics/vllm
local-llm	https://github.com/topics/local-llm
gguf	https://github.com/topics/gguf
Readme	https://github.com/defilantech/LLMKube#readme-ov-file
Apache-2.0 license	https://github.com/defilantech/LLMKube#Apache-2.0-1-ov-file
Code of conduct	https://github.com/defilantech/LLMKube#coc-ov-file
Contributing	https://github.com/defilantech/LLMKube#contributing-ov-file
Security policy	https://github.com/defilantech/LLMKube#security-ov-file
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Activity	https://github.com/defilantech/LLMKube/activity
Custom properties	https://github.com/defilantech/LLMKube/custom-properties
24 forks	https://github.com/defilantech/LLMKube/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fdefilantech%2FLLMKube&report=defilantech+%28user%29
Releases 173	https://github.com/defilantech/LLMKube/releases
v0.9.0 Latest Jul 5, 2026	https://github.com/defilantech/LLMKube/releases/tag/v0.9.0
+ 172 releases	https://github.com/defilantech/LLMKube/releases
Please reload this page	https://github.com/defilantech/LLMKube
Learn more about GitHub Sponsors	https://github.com/sponsors
Packages 0	https://github.com/orgs/defilantech/packages?repo_name=LLMKube
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Contributors	https://github.com/defilantech/LLMKube/graphs/contributors
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Go 96.9%	https://github.com/defilantech/LLMKube/search?l=go
Shell 1.9%	https://github.com/defilantech/LLMKube/search?l=shell
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