Path	Lines of Code
README.md	147
applications/jupyter/README.md	3
applications/rag/README.md	3
applications/ray/README.md	41
applications/ray/tfvars_examples/README.md	10
benchmarks/65k-cpu-nodes-simulated-ai-benchmark.md	88
benchmarks/README.md	6
benchmarks/accelerator-based-ai-benchmark.md	159
benchmarks/benchmark/README.md	4
benchmarks/benchmark/dataset/README.md	2
benchmarks/benchmark/dataset/ShareGPT_v3_unflitered_cleaned_split/README.md	23
benchmarks/benchmark/dataset/ShareGPT_v3_unflitered_cleaned_split/requirements.txt	2
benchmarks/benchmark/tools/README.md	1
benchmarks/benchmark/tools/dlio/README.md	97
benchmarks/benchmark/tools/locust-load-inference/README.md	191
benchmarks/benchmark/tools/locust-load-inference/locust-custom-exporter/README.md	37
benchmarks/benchmark/tools/locust-load-inference/locust-custom-exporter/go.mod	7
benchmarks/benchmark/tools/locust-load-inference/locust-docker/locust-tasks/requirements.txt	37
benchmarks/benchmark/tools/locust-load-inference/locust-runner/requirements.txt	7
benchmarks/benchmark/tools/model-load-benchmark/README.md	86
benchmarks/benchmark/tools/model-load-benchmark/benchmarker.ini	2
benchmarks/benchmark/tools/model-load-benchmark/go.mod	53
benchmarks/benchmark/tools/model-load-benchmark/requirements.txt	2
benchmarks/benchmark/tools/profile-generator/README.md	148
benchmarks/benchmark/tools/profile-generator/container/requirements.txt	36
benchmarks/inference-server/README.md	8
benchmarks/inference-server/jetstream/README.md	112
benchmarks/inference-server/text-generation-inference/README.md	96
benchmarks/inference-server/text-generation-inference/autoscaling.md	20
benchmarks/inference-server/triton/README.md	126
benchmarks/inference-server/vllm/README.md	101
benchmarks/infra/accelerator-cluster/README.md	27
benchmarks/infra/accelerator-cluster/stage-1/README.md	73
benchmarks/infra/accelerator-cluster/stage-2/README.md	86
benchmarks/orchestration/README.md	10
best-practices/README.md	9
best-practices/gke-batch-refarch/README.md	541
best-practices/gke-batch-refarch/jobset/requirements.txt	10
best-practices/gke-batch-refarch/platform/monitoring/kueue-dashboard.json	1372
best-practices/hotswap.md	132
best-practices/ml-platform/README.md	5
best-practices/startup-latency.md	174
charts/tpu-dra-driver/README.md	8
contributing.md	27
gke-batch-refarch/README.md	1
infrastructure/README.md	91
jupyter-on-gke/README.md	3
modules/cloudsql/README.md	13
modules/custom-metrics-stackdriver-adapter/README.md	53
modules/gcs/README.md	3
modules/gke-autopilot-private-cluster/README.md	33
modules/gke-autopilot-public-cluster/README.md	27
modules/gke-standard-private-cluster/README.md	44
modules/gke-standard-public-cluster/README.md	38
modules/inference-service/README.md	2
modules/jetstream-maxtext-deployment/README.md	153
modules/jupyter/jupyter_image/notebook_image/README.md	8
modules/jupyter/jupyter_image/notebook_image/requirements.txt	5
modules/kuberay-cluster/kuberay_image/requirements.txt	9
modules/prometheus-adapter/README.md	15
ray-on-gke/README.md	98
ray-on-gke/examples/notebooks/gpt-j-online.ipynb	285
ray-on-gke/examples/notebooks/ray-dist-mnist.ipynb	274
ray-on-gke/examples/notebooks/ray-fine-tune-hugging-face.ipynb	431
ray-on-gke/examples/notebooks/ray_basic.ipynb	207
ray-on-gke/examples/notebooks/ray_mnist.ipynb	580
ray-on-gke/examples/notebooks/stable-diffusion-tpu.ipynb	358
ray-on-gke/examples/notebooks/stable_diffusion.ipynb	202
ray-on-gke/examples/tfvars/README.md	10
ray-on-gke/examples/tfvars/raycluster-with-gcsfuse-volumes.tfvars	34
ray-on-gke/examples/tfvars/raycluster-with-grafana-dashboard.tfvars	32
ray-on-gke/examples/tfvars/raycluster-with-iap-auth.tfvars	49
ray-on-gke/examples/tfvars/raycluster-with-workload-identity.tfvars	35
ray-on-gke/examples/tfvars/simple-raycluster-with-existing-gke-cluster.tfvars	32
ray-on-gke/examples/tfvars/simple-raycluster-with-new-gke-cluster.tfvars	32
ray-on-gke/guides/observability/README.md	41
ray-on-gke/guides/raytrain-with-gcsfusecsi/README.md	84
ray-on-gke/guides/tpu/README.md	80
ray-on-gke/templates/README.md	41
ray-on-gke/templates/tfvars_examples/README.md	10
ray-on-gke/tpu/kuberay-tpu-webhook/README.md	1
ray-on-gke/tpu/kuberay-tpu-webhook/Troubleshooting.md	45
ray-on-gke/tpu/kuberay-tpu-webhook/go.mod	68
ray-on-gke/tpu/kuberay-tpu-webhook/samples/tpu-test.py	20
security_test/README.md	73
security_test/allowlist/category/cluster/continuous-image-puller/capabilities.json	17
security_test/allowlist/category/cluster/continuous-image-puller/distroless.json	34
security_test/allowlist/category/cluster/continuous-image-puller/imagedigest.json	34
security_test/allowlist/category/cluster/continuous-image-puller/imagefreshness.json	34
security_test/allowlist/category/cluster/continuous-image-puller/imagepath.json	34
security_test/allowlist/category/cluster/continuous-image-puller/readonlyrootfs.json	17
security_test/allowlist/category/cluster/continuous-image-puller/sbom.json	34
security_test/allowlist/category/cluster/continuous-image-puller/seccompprofile.json	13
security_test/allowlist/category/cluster/hub/capabilities.json	17
security_test/allowlist/category/cluster/hub/distroless.json	18
security_test/allowlist/category/cluster/hub/imagedigest.json	18
security_test/allowlist/category/cluster/hub/imagefreshness.json	18
security_test/allowlist/category/cluster/hub/imagepath.json	18
security_test/allowlist/category/cluster/hub/rbac.json	200
security_test/allowlist/category/cluster/hub/readonlyrootfs.json	17
security_test/allowlist/category/cluster/hub/seccompprofile.json	13
security_test/allowlist/category/cluster/kuberay-operator-leader-election/rbac.json	129
security_test/allowlist/category/cluster/kuberay-operator/rbac.json	1454
security_test/allowlist/category/cluster/mistral-7b-instruct/allowprivilegeescalation.json	17
security_test/allowlist/category/cluster/mistral-7b-instruct/capabilities.json	17
security_test/allowlist/category/cluster/mistral-7b-instruct/distroless.json	34
security_test/allowlist/category/cluster/mistral-7b-instruct/imagedigest.json	34
security_test/allowlist/category/cluster/mistral-7b-instruct/imagefreshness.json	34
security_test/allowlist/category/cluster/mistral-7b-instruct/imagepath.json	34
security_test/allowlist/category/cluster/mistral-7b-instruct/readonlyrootfs.json	17
security_test/allowlist/category/cluster/mistral-7b-instruct/rootless.json	17
security_test/allowlist/category/cluster/mistral-7b-instruct/sbom.json	34
security_test/allowlist/category/cluster/mistral-7b-instruct/seccompprofile.json	13
security_test/allowlist/category/cluster/proxy/capabilities.json	17
security_test/allowlist/category/cluster/proxy/distroless.json	18
security_test/allowlist/category/cluster/proxy/imagedigest.json	18
security_test/allowlist/category/cluster/proxy/imagefreshness.json	18
security_test/allowlist/category/cluster/proxy/imagepath.json	18
security_test/allowlist/category/cluster/proxy/readonlyrootfs.json	17
security_test/allowlist/category/cluster/proxy/sbom.json	18
security_test/allowlist/category/cluster/proxy/seccompprofile.json	13
security_test/allowlist/category/cluster/rag-frontend/allowprivilegeescalation.json	32
security_test/allowlist/category/cluster/rag-frontend/capabilities.json	32
security_test/allowlist/category/cluster/rag-frontend/distroless.json	18
security_test/allowlist/category/cluster/rag-frontend/imagedigest.json	18
security_test/allowlist/category/cluster/rag-frontend/imagefreshness.json	18
security_test/allowlist/category/cluster/rag-frontend/imagepath.json	34
security_test/allowlist/category/cluster/rag-frontend/readonlyrootfs.json	32
security_test/allowlist/category/cluster/rag-frontend/rootless.json	32
security_test/allowlist/category/cluster/rag-frontend/sbom.json	34
security_test/allowlist/category/cluster/rag-frontend/seccompprofile.json	13
security_test/allowlist/category/cluster/ray-cluster-kuberay/rbac.json	58
security_test/allowlist/category/cluster/rayjob-editor-role/rbac.json	146
security_test/allowlist/category/cluster/rayjob-viewer-role/rbac.json	74
security_test/allowlist/category/cluster/rayservice-editor-role/rbac.json	146
security_test/allowlist/category/cluster/rayservice-viewer-role/rbac.json	74
security_test/allowlist/category/helm/iap/defaultnamespace.json	21
security_test/allowlist/category/helm/kuberay-tpu-webhook/allowprivilegeescalation.json	17
security_test/allowlist/category/helm/kuberay-tpu-webhook/capabilities.json	17
security_test/allowlist/category/helm/kuberay-tpu-webhook/imagedigest.json	18
security_test/allowlist/category/helm/kuberay-tpu-webhook/imagefreshness.json	18
security_test/allowlist/category/helm/kuberay-tpu-webhook/imagepath.json	18
security_test/allowlist/category/helm/kuberay-tpu-webhook/readonlyrootfs.json	17
security_test/allowlist/category/helm/kuberay-tpu-webhook/rootless.json	17
security_test/allowlist/category/helm/kuberay-tpu-webhook/seccompprofile.json	13
slurm-on-gke/README.md	318
tools/dcgm-on-gke/grafana/gke-dcgm-grafana-dashboard.json	1147
tools/dcgm-on-gke/grafana/proxy/README.md	28
tools/dcgm-on-gke/grafana/proxy/requirements.txt	1
tools/gke-disk-image-builder/README.md	198
tools/gke-disk-image-builder/go.mod	36
tools/saxml-on-gke/httpserver/README.md	277
tools/saxml-on-gke/httpserver/requirements-build.txt	3
tools/saxml-on-gke/httpserver/requirements.txt	3
tpu-provisioner/README.md	111
tpu-provisioner/admission_controller/README.md	54
tpu-provisioner/admission_controller/certificates/README.md	4
tpu-provisioner/admission_controller/requirements.txt	15
tpu-provisioner/examples/jobset.yaml	45
tpu-provisioner/go.mod	86
tpu-provisioner/internal/auth/gcp/README.md	2
tutorials-and-examples/cloudshell-tutorial.md	96
tutorials-and-examples/flyte/README.md	3
tutorials-and-examples/genAI-LLM/e2e-genai-langchain-app/README.md	5
tutorials-and-examples/genAI-LLM/e2e-genai-langchain-app/src/backend/requirements.txt	1932
tutorials-and-examples/genAI-LLM/e2e-genai-langchain-app/src/frontend/package-lock.json	8496
tutorials-and-examples/genAI-LLM/e2e-genai-langchain-app/src/frontend/package.json	33
tutorials-and-examples/genAI-LLM/e2e-genai-langchain-app/src/frontend/tsconfig.json	17
tutorials-and-examples/genAI-LLM/finetuning-gemma-2b-on-l4/README.md	3
tutorials-and-examples/gpu-examples/a100-jax/README.md	4
tutorials-and-examples/gpu-examples/online-serving-single-gpu/README.md	2
tutorials-and-examples/gpu-examples/online-serving-single-gpu/src/client/tfserve-requirements.txt	3
tutorials-and-examples/gpu-examples/online-serving-single-gpu/src/client/triton-requirements.txt	8
tutorials-and-examples/gpu-examples/online-serving-single-gpu/src/tfserve-model-repository/mnist/1/keras_metadata.pb	10
tutorials-and-examples/gpu-examples/online-serving-single-gpu/src/tfserve-model-repository/mnist/1/saved_model.pb	5116
tutorials-and-examples/gpu-examples/online-serving-single-gpu/src/triton-model-repository/mnist/1/model.savedmodel/keras_metadata.pb	10
tutorials-and-examples/gpu-examples/online-serving-single-gpu/src/triton-model-repository/mnist/1/model.savedmodel/saved_model.pb	5116
tutorials-and-examples/gpu-examples/training-single-gpu/README.md	2
tutorials-and-examples/gpu-examples/training-single-gpu/src/tensorflow-mnist-example/requirements.txt	1
tutorials-and-examples/hf-tgi/README.md	3
tutorials-and-examples/inference-servers/checkpoints/README.md	3
tutorials-and-examples/inference-servers/jetstream/README.md	6
tutorials-and-examples/inference-servers/jetstream/maxtext/single-host-inference/README.md	188
tutorials-and-examples/inference-servers/jetstream/pytorch/single-host-inference/README.md	270
tutorials-and-examples/inference-servers/maxdiffusion/README.md	6
tutorials-and-examples/kserve/README.md	200
tutorials-and-examples/langchain-chatbot/README.md	3
tutorials-and-examples/llamaindex/rag/README.md	3
tutorials-and-examples/metaflow/README.md	3
tutorials-and-examples/mlflow/finetune-gemma/README.md	3
tutorials-and-examples/models-as-oci/README.md	3
tutorials-and-examples/nvidia-bionemo/README.md	5
tutorials-and-examples/nvidia-bionemo/fine-tuning/README.md	165
tutorials-and-examples/nvidia-bionemo/pretraining/README.md	105
tutorials-and-examples/nvidia-bionemo/requirements.txt	2
tutorials-and-examples/nvidia-nim/README.md	135
tutorials-and-examples/nvidia-nim/blueprints/README.md	16
tutorials-and-examples/nvidia-nim/blueprints/digitalhuman/README.md	256
tutorials-and-examples/nvidia-nim/blueprints/digitalhuman/https.md	121
tutorials-and-examples/nvidia-nim/blueprints/drugdiscovery/README.md	152
tutorials-and-examples/skypilot/README.md	3
tutorials-and-examples/skypilot/dws-and-kueue/README.md	3
tutorials-and-examples/storage/hyperdisk-ml/README.md	189
tutorials-and-examples/storage/parallelstore-backup-and-recovery/README.md	88
tutorials-and-examples/tpu-examples/single-host-inference/jax/requirements.txt	8
tutorials-and-examples/tpu-examples/single-host-inference/jax/stable-diffusion/README.md	4
tutorials-and-examples/tpu-examples/single-host-inference/pt/densenet161/requirements.txt	1
tutorials-and-examples/tpu-examples/single-host-inference/tf/resnet50/requirements.txt	4
tutorials-and-examples/tpu-examples/training/gpt/fsdp_config.json	8
tutorials-and-examples/tpu-examples/training/gpt/my_config_2.json	31
tutorials-and-examples/tpu-examples/training/mnist-single-tpu/README.md	4
tutorials-and-examples/tpu-examples/training/mnist-single-tpu/src/tensorflow-mnist-example/requirements.txt	1
tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/README.md	198
tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/README.md	26
tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/package-lock.json	5680
tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/package.json	34
tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/public/vercel.svg	1
tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/tmp/test.txt	1
tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/demo-website/tsconfig.json	26
tutorials-and-examples/vector-databases/NEXT-2024-Weaviate-Demo/first_99_objects.json	1091
tutorials-and-examples/vector-databases/readme.md	1
tutorials-and-examples/workflow-orchestration/dws-examples/README.md	15
tutorials-and-examples/workflow-orchestration/dws-multiclusters-example/README.md	53
tutorials-and-examples/workflow-orchestration/indexed-job/README.md	142
tutorials-and-examples/workflow-orchestration/jobset/pytorch/README.md	55