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README.md

NeMo Microservices Helm Chart

Type: application

For deployment guide, see Admin Setup in the NeMo Microservices documentation.

Values

Key Type Default Description
customizer.customizerConfig.entityStoreURL string "http://nemo-entity-store:8000" Specifies the internal K8s DNS record for the NeMo Entity Store service.
customizer.customizerConfig.mlflowURL string "" Specifies the internal K8s DNS record for the MLflow service.
customizer.customizerConfig.models object {"meta/llama-3.1-8b-instruct":{"enabled":true}} Specifies the model information to configure with the NeMo Customizer microservice. To find a complete list of models that NeMo Customizer supports, see Model Catalog.
customizer.customizerConfig.models."meta/llama-3.1-8b-instruct".enabled bool true Specifies whether to use the meta/llama-3.1-8b-instruct model for a customization job.
customizer.customizerConfig.nemoDataStoreURL string "http://nemo-data-store:3000" Specifies the internal K8s DNS record for the NeMo Data Store service.
customizer.customizerConfig.training.pvc object {"storageClass":""} Specifies where to store the customization job information during training.
customizer.enabled bool true Specifies whether to install the NeMo Customizer microservice.
customizer.modelsStorage object {"accessModes":["ReadWriteOnce"],"enabled":true,"size":"20Gi","storageClassName":""} Specifies whether to enable the PVC for storing base models.
customizer.modelsStorage.accessModes list ["ReadWriteOnce"] Specifies the access modes for the PVC.
customizer.modelsStorage.size string "20Gi" Specifies the size of the PVC.
customizer.modelsStorage.storageClassName string "" Specifies the storage class to use for the PVC.
customizer.nemoDataStoreTools object {"imagePullSecret":"nvcrimagepullsecret"} Specifies the image pull secret for the NeMo Data Store tools.
customizer.postgresql.nameOverride string "customizerdb" The name override for the PostgreSQL database.
customizer.postgresql.serviceAccount.create bool true Specifies whether to create a new service account for PostgreSQL.
customizer.postgresql.serviceAccount.name string "customizer-postgresql"
customizer.serviceName string "nemo-customizer"
customizer.workspaceStorage.enabled bool false Specifies whether to enable the PVC for storing a training job's workspace.
data-store.enabled bool true Specifies whether to install the NeMo Data Store microservice.
data-store.objectStore.enabled bool false Specifies whether to enable object storage for the NeMo Data Store microservice.
data-store.persistence.accessModes list ["ReadWriteOnce"] The access modes for the persistent volume.
data-store.persistence.claimName string "datastore-shared-storage" The name of the persistent volume claim.
data-store.persistence.enabled bool true Specifies whether to enable persistent volume for the NeMo Data Store microservice.
data-store.persistence.size string "1Gi" The size of the persistent volume.
data-store.persistence.storageClass string "" The storage class to use for the persistent volume.
data-store.replicaCount int 1 The number of replicas for the NeMo Data Store microservice deployment.
data-store.serviceAccount.create bool true Specifies whether to create a service account for the NeMo Data Store microservice.
data-store.serviceAccount.name string "gitea" The service account name for the NeMo Data Store microservice.
data-store.serviceName string "nemo-data-store" The service name for the NeMo Data Store microservice.
data-store.strategy.type string "Recreate" The type of deployment strategy to use for the NeMo Data Store microservice.
deployment-management.deployments.entityStoreUrl string "http://nemo-entity-store:8000" The URL for the NeMo Entity Store service.
deployment-management.deployments.modelSyncPeriod string "30" The period in seconds for model synchronization.
deployment-management.deployments.nimImagePullSecrets list ["nvcrimagepullsecret"] The image pull secrets for the NeMo Deployment Management microservice.
deployment-management.deployments.nimPeftSource string "http://nemo-entity-store:8000" The URL for the NIM PEFT source.
deployment-management.enabled bool true Specifies whether to install the NeMo Deployment Management microservice.
deployment-management.image.pullPolicy string "IfNotPresent" The pull policy for the NeMo Deployment Management container image.
deployment-management.serviceName string "nemo-deployment-management" The service name for the NeMo Deployment Management microservice.
dgxc-admission-controller.cloudProviderSpec.dummy object {"type":"dummy"} The type of the dummy cloud provider.
dgxc-admission-controller.dgxcController.image string "nvcr.io/nvidia/nemo-microservices/dgxc-admission-controller:1.642.0" The image for the DGX Cloud Admission Controller.
dgxc-admission-controller.enableDGXCRbac bool false
dgxc-admission-controller.enableIntegrationsSupport bool false Specifies whether to enable integrations support.
dgxc-admission-controller.enableLabeler bool false Specifies whether to enable the labeler.
dgxc-admission-controller.enableNetworkPolicies bool false Specifies whether to enable network policies.
dgxc-admission-controller.enabled bool false Specifies whether to install the DGX Cloud Admission Controller.
dgxc-admission-controller.imagePullSecret string "nvcrimagepullsecret" The image pull secret for the DGX Cloud Admission Controller.
dgxc-admission-controller.kubernetesAffinity.enabled bool false Specifies whether to enable Kubernetes affinity.
entity-store.appConfig.BASE_URL_DATASTORE string "http://nemo-data-store:3000/v1/hf" The base URL for the NeMo Data Store microservice.
entity-store.appConfig.BASE_URL_NIM string "http://nemo-nim-proxy:8000" The base URL for the NIM service used by the NeMo Entity Store microservice.
entity-store.enabled bool true Specifies whether to install the NeMo Entity Store microservice.
entity-store.postgresql.nameOverride string "entity-storedb" The name override for the PostgreSQL database.
entity-store.postgresql.serviceAccount.create bool true Specifies whether to create a new service account for PostgreSQL.
entity-store.postgresql.serviceAccount.name string "entity-store-postgresql" The service account name for PostgreSQL.
entity-store.serviceName string "nemo-entity-store" The service name for the NeMo Entity Store microservice.
evaluator.argoWorkflows.controller.serviceAccount.name string "argo-workflows-controller" The name of the service account for the Argo Workflows controller.
evaluator.argoWorkflows.crds.install bool true Specifies whether to install the CRDs for Argo Workflows.
evaluator.argoWorkflows.enabled bool true Specifies whether to enable the default Argo Workflows integration for the NeMo Evaluator microservice.
evaluator.argoWorkflows.server.authModes[0] string "server"
evaluator.argoWorkflows.server.secure bool true Specifies whether to secure the connection to the Argo Workflows server.
evaluator.argoWorkflows.server.serviceAccount.name string "argo-workflows-server" The name of the service account for the Argo Workflows server.
evaluator.argoWorkflows.server.servicePort int 2746 The service port for the Argo Workflows server.
evaluator.argoWorkflows.serviceName string "argo-workflows-server" The Argo Workflows service name for the NeMo Evaluator microservice.
evaluator.enabled bool true Specifies whether to install the NeMo Evaluator microservice.
evaluator.external.dataStore object {"endpoint":"http://nemo-data-store:3000/v1/hf"} The external URL of the NeMo Data Store microservice.
evaluator.milvus.standalone.persistence.persistentVolumeClaim.storageClass string "" Specifies the storage class to use for the Milvus PVC.
evaluator.postgresql.nameOverride string "evaluatordb" The name override for the default PostgreSQL database.
evaluator.postgresql.primary.networkPolicy.enabled bool false Specifies whether to enable the network policy for the PostgreSQL service.
evaluator.postgresql.serviceAccount.name string "evaluator-postgresql" The name of the service account for PostgreSQL.
evaluator.serviceName string "nemo-evaluator"
existingImagePullSecret string "" You can specify an existing Kubernetes image pull secret for pulling images from the container registry. The chart doesn't reference any image pull secret if you leave this empty.
existingSecret string "" You can use an existing Kubernetes secret for pulling images. The chart uses the ngcAPIKey value to generate the secret if you leave this empty.
global.imagePullSecrets list [{"name":"nvcrimagepullsecret"}] The name of the image pull secret to use globally across all services.
guardrails.enabled bool true Specifies whether to install the NeMo Guardrails microservice.
guardrails.env object {"NIM_ENDPOINT_URL":"http://nemo-nim-proxy:8000/v1"} The environment variables for the NeMo Guardrails microservice.
guardrails.env.NIM_ENDPOINT_URL string "http://nemo-nim-proxy:8000/v1" The NIM endpoint URL for the NeMo Guardrails microservice.
guardrails.serviceName string "nemo-guardrails" The service name for the NeMo Guardrails microservice.
imagePullSecrets list [{"name":"nvcrimagepullsecret","password":"YOUR-NGC-API-KEY","registry":"nvcr.io","username":"$$oauthtoken"}] List of image pull secrets. Existing secrets override these values if you specify them. Use this only for experimentation when you want to hardcode a secret in your values file.
ingress.annotations object {} Annotations for the ingress resource.
ingress.className string "" The ingress class to use if your cluster has more than one class.
ingress.enabled bool false Specifies whether to enable the ingress.
ingress.hosts object {"dataStore":{"name":"data-store.test","paths":[{"path":"/","pathType":"Prefix","port":3000,"service":"nemo-data-store"}]},"default":{"name":"","paths":[{"path":"/v1/namespaces","pathType":"Prefix","port":8000,"service":"nemo-entity-store"},{"path":"/v1/projects","pathType":"Prefix","port":8000,"service":"nemo-entity-store"},{"path":"/v1/datasets","pathType":"Prefix","port":8000,"service":"nemo-entity-store"},{"path":"/v1/repos","pathType":"Prefix","port":8000,"service":"nemo-entity-store"},{"path":"/v1/models","pathType":"Prefix","port":8000,"service":"nemo-entity-store"},{"path":"/v1/customization","pathType":"Prefix","port":8000,"service":"nemo-customizer"},{"path":"/v1/evaluation","pathType":"Prefix","port":7331,"service":"nemo-evaluator"},{"path":"/v1/guardrail","pathType":"Prefix","port":7331,"service":"nemo-guardrails"},{"path":"/v1/deployment","pathType":"Prefix","port":8000,"service":"nemo-deployment-management"}]},"nimProxy":{"name":"nim.test","paths":[{"path":"/v1/completions","pathType":"Prefix","port":8000,"service":"nemo-nim-proxy"},{"path":"/v1/chat","pathType":"Prefix","port":8000,"service":"nemo-nim-proxy"},{"path":"/v1/models","pathType":"Prefix","port":8000,"service":"nemo-nim-proxy"}]}} A map of hosts and their corresponding paths for the ingress.
ingress.hosts.dataStore.name string "data-store.test" The host name for the third ingress host for the NeMo Data Store microservice.
ingress.hosts.dataStore.paths list [{"path":"/","pathType":"Prefix","port":3000,"service":"nemo-data-store"}] The path rules for the third ingress host.
ingress.hosts.default.name string "" The host name for the default ingress host.
ingress.hosts.default.paths list [{"path":"/v1/namespaces","pathType":"Prefix","port":8000,"service":"nemo-entity-store"},{"path":"/v1/projects","pathType":"Prefix","port":8000,"service":"nemo-entity-store"},{"path":"/v1/datasets","pathType":"Prefix","port":8000,"service":"nemo-entity-store"},{"path":"/v1/repos","pathType":"Prefix","port":8000,"service":"nemo-entity-store"},{"path":"/v1/models","pathType":"Prefix","port":8000,"service":"nemo-entity-store"},{"path":"/v1/customization","pathType":"Prefix","port":8000,"service":"nemo-customizer"},{"path":"/v1/evaluation","pathType":"Prefix","port":7331,"service":"nemo-evaluator"},{"path":"/v1/guardrail","pathType":"Prefix","port":7331,"service":"nemo-guardrails"},{"path":"/v1/deployment","pathType":"Prefix","port":8000,"service":"nemo-deployment-management"}] The path rules for the default ingress host.
ingress.hosts.nimProxy.name string "nim.test" The host name for the second ingress host for the NIM Proxy microservice.
ingress.hosts.nimProxy.paths list [{"path":"/v1/completions","pathType":"Prefix","port":8000,"service":"nemo-nim-proxy"},{"path":"/v1/chat","pathType":"Prefix","port":8000,"service":"nemo-nim-proxy"},{"path":"/v1/models","pathType":"Prefix","port":8000,"service":"nemo-nim-proxy"}] The path rules for the second ingress host.
ingress.tls list [] TLS configurations.
nemo-operator.controllerManager.manager.scheduler string "volcano" The scheduler to use for the NeMo Operator. Available options: volcano and runai.
nemo-operator.enabled bool true Specifies whether to install the NeMo Operator microservice.
ngcAPIKey string "YOUR-NGC-API-KEY" Your NVIDIA GPU Cloud (NGC) API key authenticates and enables pulling images from the NGC container registry. The existing secret overrides this key if you provide one to the existingSecret key.
nim-operator.enabled bool true Specifies whether to install the NIM Operator.
nim-operator.nfd.nodeFeatureRules.deviceID bool false Specifies whether to enable device ID feature rules.
nim-proxy.enabled bool true Specifies whether to install the NIM Proxy microservice.
nim-proxy.monitoring.enabled bool false Specifies whether to enable monitoring for the NIM Proxy microservice.
nim-proxy.serviceName string "nemo-nim-proxy" The service name for the NIM Proxy microservice.
nim.enabled bool false Specifies whether to deploy a NIM for LLM during the Helm installation of the chart. You can deploy a single static NIM by enabling this object and its values. When enabled, the chart deploys meta/llama-3.1-8b-instruct as the default NIM.
nim.env list [{"name":"NIM_PEFT_SOURCE","value":"http://nemo-entity-store:8000"},{"name":"NIM_PEFT_REFRESH_INTERVAL","value":"30"},{"name":"NIM_MAX_CPU_LORAS","value":"16"},{"name":"NIM_MAX_GPU_LORAS","value":"8"}] Environment variables for the NIM service.
nim.image.repository string "nvcr.io/nim/meta/llama-3.1-8b-instruct"
nim.image.tag string "1.8.3"
nim.imagePullSecrets[0].name string "nvcrimagepullsecret"
nim.model.name string "meta/llama-3.1-8b-instruct" The name of the model to deploy as NIM.
nim.model.ngcAPISecret string "ngc-api" The NGC API secret for model access.
nim.persistence.annotations object {"helm.sh/resource-policy":"keep"} Annotations for the PVC.
nim.persistence.enabled bool true Specifies whether to enable persistence volume claim (PVC) for the NIM service.
nim.persistence.storageClass string "" Specifies the storage class to use for the PVC.
nim.resources object {"limits":{"nvidia.com/gpu":1},"requests":{"nvidia.com/gpu":1}} Specifies resources for the NIM service.
nim.resources.requests object {"nvidia.com/gpu":1} Specifies requests for the NIM service.
nim.service.labels object {"app.nvidia.com/nim-type":"inference"} Labels for the NIM service.
nim.statefulSet.enabled bool false Specifies whether to enable a stateful set for the NIM service.
virtualService object A virtual service configuration template. Specifies whether to enable the virtual service. If you are not using istio and virtualservices, it can be useful to create some virtual services for the NeMo Microservices system. Don't enable unless you use istio.
virtualService.additional.data-store object {"entries":{"data-store":{"corsPolicy":{},"match":[{"uri":{"prefix":"/"}}],"route":[{"destination":{"host":"nemo-data-store","port":{"number":3000}}}]}},"gateways":[],"hosts":[]} Additional virtual service configurations.
virtualService.additional.data-store.entries object {"data-store":{"corsPolicy":{},"match":[{"uri":{"prefix":"/"}}],"route":[{"destination":{"host":"nemo-data-store","port":{"number":3000}}}]}} The entries for the virtual NeMo Data Store service.
virtualService.additional.data-store.entries.data-store.corsPolicy object {} The CORS policy for the virtual NeMo Data Store service.
virtualService.additional.data-store.entries.data-store.match list [{"uri":{"prefix":"/"}}] The match for the virtual NeMo Data Store service.
virtualService.additional.data-store.entries.data-store.route list [{"destination":{"host":"nemo-data-store","port":{"number":3000}}}] The route for the virtual NeMo Data Store service.
virtualService.additional.data-store.gateways list [] The gateways for the virtual NeMo Data Store service.
virtualService.additional.data-store.hosts list [] The hosts for the virtual NeMo Data Store service.
virtualService.additional.nim-proxy.entries.nim-proxy.corsPolicy object {} The CORS policy for the virtual NIM Proxy service.
virtualService.additional.nim-proxy.entries.nim-proxy.match list [{"uri":{"prefix":"/"}}] The match for the virtual NIM Proxy service.
virtualService.additional.nim-proxy.entries.nim-proxy.route list [{"destination":{"host":"nemo-nim-proxy","port":{"number":8000}}}] The route for the virtual NIM Proxy service.
virtualService.additional.nim-proxy.gateways list [] The gateways for the virtual NIM Proxy service.
virtualService.additional.nim-proxy.hosts list [] The hosts for the virtual NIM Proxy service.
virtualService.annotations object {} Annotations for the virtual service.
virtualService.enabled bool false Specifies whether to enable the virtual service.
virtualService.labels object {} Labels for the virtual service.
virtualService.main.entries.customizer.corsPolicy object {} The CORS policy for the virtual NeMo Customizer service.
virtualService.main.entries.customizer.match list [{"uri":{"prefix":"/v1/customization"}}] The match for the virtual NeMo Customizer service.
virtualService.main.entries.customizer.route list [{"destination":{"host":"nemo-customizer","port":{"number":8000}}}] The route for the virtual NeMo Customizer service.
virtualService.main.entries.deployment-management.corsPolicy object {} The CORS policy for the virtual NeMo Deployment Management service.
virtualService.main.entries.deployment-management.match list [{"uri":{"prefix":"/v1/deployment"}}] The match for the virtual NeMo Deployment Management service.
virtualService.main.entries.deployment-management.route list [{"destination":{"host":"nemo-deployment-management","port":{"number":8000}}}] The route for the virtual NeMo Deployment Management service.
virtualService.main.entries.entity-store.corsPolicy object {} The CORS policy for the virtual NeMo Entity Store service.
virtualService.main.entries.entity-store.match list [{"uri":{"prefix":"/v1/namespaces"}},{"uri":{"prefix":"/v1/projects"}},{"uri":{"prefix":"/v1/datasets"}},{"uri":{"prefix":"/v1/repos"}},{"uri":{"prefix":"/v1/models"}}] The match for the virtual NeMo Entity Store service.
virtualService.main.entries.entity-store.route list [{"destination":{"host":"nemo-entity-store","port":{"number":8000}}}] The route for the virtual NeMo Entity Store service.
virtualService.main.entries.evaluator.corsPolicy object {} The CORS policy for the virtual NeMo Evaluator service.
virtualService.main.entries.evaluator.match list [{"uri":{"prefix":"/v1/evaluation"}}] The match for the virtual NeMo Evaluator service.
virtualService.main.entries.evaluator.route list [{"destination":{"host":"nemo-evaluator","port":{"number":7331}}}] The route for the virtual NeMo Evaluator service.
virtualService.main.entries.guardrails.corsPolicy object {} The CORS policy for the virtual NeMo Guardrails service.
virtualService.main.entries.guardrails.match list [{"uri":{"prefix":"/v1/guardrail"}}] The match for the virtual NeMo Guardrails service.
virtualService.main.entries.guardrails.route list [{"destination":{"host":"nemo-guardrails","port":{"number":7331}}}] The route for the virtual NeMo Guardrails service.
virtualService.main.gateways list [] A list of gateways for the virtual service.
virtualService.main.hosts list [] A list of hosts for the virtual service.
volcano.enabled bool false Specifies whether to enable the default Volcano scheduler installation. To learn more, see Volcano.