├── .dockerignore ├── .github ├── FUNDING.yml ├── ISSUE_TEMPLATE │ ├── BUG_REPORT.md │ ├── CLEANUP.md │ ├── ENHANCEMENT.md │ ├── NEW_RELEASE.md │ └── SUPPORT.md ├── PULL_REQUEST_TEMPLATE.md ├── dependabot.yaml └── workflows │ ├── deploy.yaml │ ├── golang-workflow.yaml │ ├── helm-chart-verify.yaml │ ├── kube-workflow-init.yaml │ └── kube-workflow.yaml ├── .gitignore ├── .golangci.yaml ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── Dockerfile ├── Dockerfile.loader ├── LICENSE ├── Makefile ├── Makefile-deps.mk ├── OWNERS ├── PROJECT ├── README.md ├── api ├── core │ └── v1alpha1 │ │ ├── doc.go │ │ ├── groupversion_info.go │ │ ├── model_types.go │ │ ├── types.go │ │ └── zz_generated.deepcopy.go └── inference │ └── v1alpha1 │ ├── backendruntime_types.go │ ├── config_types.go │ ├── doc.go │ ├── groupversion_info.go │ ├── playground_types.go │ ├── service_types.go │ ├── types.go │ └── zz_generated.deepcopy.go ├── chart ├── .helmignore ├── Chart.lock ├── Chart.yaml ├── README.md ├── crds │ ├── backendruntime-crd.yaml │ ├── openmodel-crd.yaml │ ├── playground-crd.yaml │ └── service-crd.yaml ├── templates │ ├── _helpers.tpl │ ├── backends │ │ ├── llamacpp.yaml │ │ ├── ollama.yaml │ │ ├── sglang.yaml │ │ ├── tensorrt-llm.yaml │ │ ├── tgi.yaml │ │ └── vllm.yaml │ ├── deployment.yaml │ ├── global-config.yaml │ ├── leader-election-rbac.yaml │ ├── manager-rbac.yaml │ ├── metrics-reader-rbac.yaml │ ├── metrics-service.yaml │ ├── mutating-webhook-configuration.yaml │ ├── prometheus │ │ ├── prometheus.yaml │ │ ├── service-monitor.yaml │ │ └── serviceaccount.yaml │ ├── proxy-rbac.yaml │ ├── serviceaccount.yaml │ ├── validating-webhook-configuration.yaml │ ├── webhook-server-cert.yaml │ └── webhook-service.yaml ├── values.global.yaml └── values.yaml ├── client-go ├── applyconfiguration │ ├── core │ │ └── v1alpha1 │ │ │ ├── flavor.go │ │ │ ├── inferenceconfig.go │ │ │ ├── modelclaim.go │ │ │ ├── modelclaims.go │ │ │ ├── modelhub.go │ │ │ ├── modelref.go │ │ │ ├── modelsource.go │ │ │ ├── modelspec.go │ │ │ ├── modelstatus.go │ │ │ └── openmodel.go │ ├── inference │ │ └── v1alpha1 │ │ │ ├── backendruntimeconfig.go │ │ │ ├── elasticconfig.go │ │ │ ├── hpatrigger.go │ │ │ ├── playground.go │ │ │ ├── playgroundspec.go │ │ │ ├── playgroundstatus.go │ │ │ ├── resourcerequirements.go │ │ │ ├── scaletrigger.go │ │ │ ├── service.go │ │ │ ├── servicespec.go │ │ │ └── servicestatus.go │ ├── internal │ │ └── internal.go │ └── utils.go ├── clientset │ └── versioned │ │ ├── clientset.go │ │ ├── fake │ │ ├── clientset_generated.go │ │ ├── doc.go │ │ └── register.go │ │ ├── scheme │ │ ├── doc.go │ │ └── register.go │ │ └── typed │ │ ├── core │ │ └── v1alpha1 │ │ │ ├── core_client.go │ │ │ ├── doc.go │ │ │ ├── fake │ │ │ ├── doc.go │ │ │ ├── fake_core_client.go │ │ │ └── fake_openmodel.go │ │ │ ├── generated_expansion.go │ │ │ └── openmodel.go │ │ └── inference │ │ └── v1alpha1 │ │ ├── doc.go │ │ ├── fake │ │ ├── doc.go │ │ ├── fake_inference_client.go │ │ ├── fake_playground.go │ │ └── fake_service.go │ │ ├── generated_expansion.go │ │ ├── inference_client.go │ │ ├── playground.go │ │ └── service.go ├── informers │ └── externalversions │ │ ├── core │ │ ├── interface.go │ │ └── v1alpha1 │ │ │ ├── interface.go │ │ │ └── openmodel.go │ │ ├── factory.go │ │ ├── generic.go │ │ ├── inference │ │ ├── interface.go │ │ └── v1alpha1 │ │ │ ├── interface.go │ │ │ ├── playground.go │ │ │ └── service.go │ │ └── internalinterfaces │ │ └── factory_interfaces.go └── listers │ ├── core │ └── v1alpha1 │ │ ├── expansion_generated.go │ │ └── openmodel.go │ └── inference │ └── v1alpha1 │ ├── expansion_generated.go │ ├── playground.go │ └── service.go ├── cmd └── main.go ├── components ├── README.md └── router │ ├── .dockerignore │ ├── .gitignore │ ├── .golangci.yml │ ├── Dockerfile │ ├── Makefile │ ├── PROJECT │ ├── README.md │ ├── cmd │ └── main.go │ ├── config │ ├── default │ │ ├── kustomization.yaml │ │ ├── manager_auth_proxy_patch.yaml │ │ └── manager_config_patch.yaml │ ├── manager │ │ ├── kustomization.yaml │ │ └── manager.yaml │ ├── prometheus │ │ ├── kustomization.yaml │ │ └── monitor.yaml │ └── rbac │ │ ├── auth_proxy_client_clusterrole.yaml │ │ ├── auth_proxy_role.yaml │ │ ├── auth_proxy_role_binding.yaml │ │ ├── auth_proxy_service.yaml │ │ ├── kustomization.yaml │ │ ├── leader_election_role.yaml │ │ ├── leader_election_role_binding.yaml │ │ ├── role.yaml │ │ ├── role_binding.yaml │ │ └── service_account.yaml │ ├── go.mod │ ├── go.sum │ ├── hack │ └── boilerplate.go.txt │ └── pkg │ ├── backend │ ├── backend.go │ ├── llamacpp.go │ └── vllm.go │ ├── controller │ ├── pod_controller.go │ └── pod_controller_test.go │ ├── dispatcher │ ├── dispatcher.go │ ├── framework │ │ ├── framework.go │ │ ├── registry.go │ │ └── registry_test.go │ └── plugins │ │ ├── kvcache-aware │ │ └── kvcache.go │ │ └── latency-aware │ │ └── score.go │ ├── metrics-aggregator │ ├── aggregator.go │ └── aggregator_test.go │ ├── store │ ├── mem.go │ ├── mem_test.go │ ├── metrics.go │ └── store.go │ └── util │ ├── consts.go │ ├── metricc_test.go │ ├── metrics.go │ └── request.go ├── config ├── certmanager │ ├── certificate.yaml │ ├── kustomization.yaml │ └── kustomizeconfig.yaml ├── crd │ ├── bases │ │ ├── inference.llmaz.io_backendruntimes.yaml │ │ ├── inference.llmaz.io_playgrounds.yaml │ │ ├── inference.llmaz.io_services.yaml │ │ └── llmaz.io_openmodels.yaml │ ├── kustomization.yaml │ ├── kustomizeconfig.yaml │ └── patches │ │ ├── cainjection_in__openmodels.yaml │ │ └── webhook_in__openmodels.yaml ├── default │ ├── configmap.yaml │ ├── kustomization.yaml │ ├── manager_config_patch.yaml │ ├── manager_metrics_patch.yaml │ ├── manager_metrics_service.yaml │ ├── manager_webhook_patch.yaml │ └── webhookcainjection_patch.yaml ├── internalcert │ ├── kustomization.yaml │ └── secret.yaml ├── manager │ ├── kustomization.yaml │ └── manager.yaml ├── prometheus │ ├── kustomization.yaml │ ├── monitor.yaml │ ├── prometheus.yaml │ └── serviceaccount.yaml ├── rbac │ ├── _openmodel_editor_role.yaml │ ├── _openmodel_viewer_role.yaml │ ├── auth_proxy_client_binding.yaml │ ├── auth_proxy_client_clusterrole.yaml │ ├── auth_proxy_role.yaml │ ├── auth_proxy_role_binding.yaml │ ├── inference_backendruntime_editor_role.yaml │ ├── inference_backendruntime_viewer_role.yaml │ ├── inference_playground_editor_role.yaml │ ├── inference_playground_viewer_role.yaml │ ├── inference_service_editor_role.yaml │ ├── kustomization.yaml │ ├── leader_election_role.yaml │ ├── leader_election_role_binding.yaml │ ├── role.yaml │ ├── role_binding.yaml │ └── service_account.yaml ├── samples │ ├── _v1alpha1_openmodel.yaml │ ├── inference_v1alpha1_backendruntime.yaml │ ├── inference_v1alpha1_playground.yaml │ ├── inference_v1alpha1_service.yaml │ └── kustomization.yaml └── webhook │ ├── kustomization.yaml │ ├── kustomizeconfig.yaml │ ├── manifests.yaml │ └── service.yaml ├── docs ├── examples │ ├── README.md │ ├── envoy-ai-gateway │ │ ├── basic-vllm.yaml │ │ └── basic.yaml │ ├── hostpath │ │ └── playground.yaml │ ├── hpa │ │ ├── README.md │ │ └── playground.yaml │ ├── huggingface │ │ └── playground.yaml │ ├── llamacpp │ │ ├── README.md │ │ └── playground.yaml │ ├── modelscope │ │ └── playground.yaml │ ├── multi-nodes │ │ └── service.yaml │ ├── objstore-oss │ │ └── playground.yaml │ ├── ollama │ │ └── playground.yaml │ ├── runai-streamer │ │ ├── playground-streaming-from-file-system.yaml │ │ └── playground-streaming-from-s3.yaml │ ├── sglang │ │ └── playground.yaml │ ├── speculative-decoding │ │ ├── llamacpp │ │ │ └── playground.yaml │ │ └── vllm │ │ │ └── playground.yaml │ ├── tensorrt-llm │ │ └── playground.yaml │ └── tgi │ │ └── playground.yaml └── proposals │ ├── 106-spot-instance-karpenter │ ├── README.md │ └── proposal.yaml │ ├── 376-metric-aggregagor │ ├── README.md │ ├── flow.png │ └── proposal.yaml │ └── NNNN-template │ ├── README.md │ └── proposal.yaml ├── go.mod ├── go.sum ├── hack ├── boilerplate.go.txt ├── e2e-test.sh ├── genref │ ├── config.yaml │ └── markdown │ │ ├── members.tpl │ │ ├── pkg.tpl │ │ └── type.tpl ├── internal │ └── tools.go ├── kind-config.yaml ├── test-deploy-with-helm.sh └── update-codegen.sh ├── index.yaml ├── llmaz ├── README.md ├── __init__.py ├── main.py ├── model_loader │ ├── __init__.py │ ├── constant.py │ ├── model_hub │ │ ├── __init__.py │ │ ├── hub_factory.py │ │ ├── huggingface.py │ │ ├── model_hub.py │ │ ├── modelscope.py │ │ └── util.py │ └── objstore │ │ ├── __init__.py │ │ └── objstore.py ├── tests │ ├── __init__.py │ └── test_hub_factory.py └── util │ ├── __init__.py │ └── logger.py ├── pkg ├── cert │ └── cert.go ├── controller │ ├── core │ │ └── model_controller.go │ └── inference │ │ ├── activator_controller.go │ │ ├── backendruntime_controller.go │ │ ├── playground_controller.go │ │ └── service_controller.go ├── controller_helper │ ├── backendruntime │ │ ├── backendruntime.go │ │ └── backendruntime_test.go │ ├── configmap.go │ ├── configmap_test.go │ ├── helper.go │ └── modelsource │ │ ├── modelhub.go │ │ ├── modelhub_test.go │ │ ├── modelsource.go │ │ ├── modelsource_test.go │ │ └── uri.go ├── util │ ├── client.go │ ├── convert.go │ ├── uri.go │ ├── uri_test.go │ ├── util.go │ └── util_test.go └── webhook │ ├── backendruntime_webhook.go │ ├── openmodel_webhook.go │ ├── playground_webhook.go │ └── service_webhook.go ├── poetry.lock ├── pyproject.toml ├── site ├── .gitignore ├── archetypes │ └── blog.md ├── assets │ ├── icons │ │ ├── logo-white.svg │ │ └── logo.svg │ └── scss │ │ ├── _styles_project.scss │ │ └── _variables_project.scss ├── content │ └── en │ │ ├── _index.md │ │ ├── blog │ │ ├── _index.md │ │ └── llmaz-intro.md │ │ ├── docs │ │ ├── _index.md │ │ ├── develop.md │ │ ├── features │ │ │ ├── _index.md │ │ │ ├── broad-backends.md │ │ │ ├── distributed_inference.md │ │ │ └── heterogeneous-cluster-support.md │ │ ├── getting-started │ │ │ ├── _index.md │ │ │ ├── basic-usage.md │ │ │ ├── installation.md │ │ │ └── prerequisites.md │ │ ├── integrations │ │ │ ├── _index.md │ │ │ ├── envoy-ai-gateway.md │ │ │ ├── karpenter.md │ │ │ ├── open-webui.md │ │ │ └── prometheus-operator.md │ │ └── reference │ │ │ ├── _index.md │ │ │ ├── core.v1alpha1.md │ │ │ └── inference.v1alpha1.md │ │ └── search.md ├── go.mod ├── go.sum ├── hugo.toml ├── layouts │ ├── 404.html │ └── partials │ │ └── navbar.html ├── package.json └── static │ ├── favicons │ ├── android-144x144.png │ ├── android-192x192.png │ ├── android-36x36.png │ ├── android-48x48.png │ ├── android-72x72.png │ ├── android-96x96.png │ ├── android-chrome-192x192.png │ ├── android-chrome-512x512.png │ ├── android-chrome-maskable-192x192.png │ ├── android-chrome-maskable-512x512.png │ ├── apple-touch-icon-180x180.png │ ├── favicon-16x16.png │ ├── favicon-32x32.png │ └── favicon.ico │ └── images │ ├── arch.png │ ├── infra.png │ ├── logo-white.png │ ├── logo.png │ ├── open-webui-setting.png │ └── prometheus.png └── test ├── config ├── backends │ ├── fake_backend.yaml │ ├── llamacpp.yaml │ ├── ollama.yaml │ ├── sglang.yaml │ ├── tensorrt-llm.yaml │ ├── tgi.yaml │ └── vllm.yaml ├── lws │ └── leaderworkerset.yaml └── others │ └── global-configmap.yaml ├── e2e ├── config │ ├── image_pull_policy.yaml │ └── kustomization.yaml ├── model_test.go ├── playground_test.go └── suit_test.go ├── integration ├── controller │ └── inference │ │ ├── hpa_test.go │ │ ├── playground_test.go │ │ ├── service_test.go │ │ └── suit_test.go └── webhook │ ├── backendruntime_test.go │ ├── model_test.go │ ├── playground_test.go │ ├── service_test.go │ └── suit_test.go └── util ├── consts.go ├── format └── format.go ├── mock.go ├── util.go ├── validation ├── validate_model.go ├── validate_playground.go └── validate_service.go └── wrapper ├── backend.go ├── model.go ├── playground.go └── service.go /.dockerignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/InftyAI/llmaz/HEAD/.dockerignore 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