Feat/fine tuning 6b

CHANGELOG.md

@@ -8,6 +8,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## UNRELEASED
 
 ### **Added**
+- added new manifest `manifests/fine-tuning-6B`
 
 ### **Changed**
 

manifests/fine-tuning-6B/base-modules.yaml

@@ -0,0 +1,26 @@
+name: networking
+path: git::https://github.com/awslabs/idf-modules.git//modules/network/basic-cdk?ref=release/1.11.0&depth=1
+parameters:
+  - name: InternetAccessible
+    value: true
+---
+name: buckets
+path: git::https://github.com/awslabs/idf-modules.git//modules/storage/buckets?ref=release/1.11.0&depth=1
+parameters:
+  - name: EncryptionType
+    value: SSE
+  - name: RetentionType
+    value: DESTROY
+---
+name: ray-ecr
+path: git::https://github.com/awslabs/idf-modules.git//modules/storage/ecr?ref=release/1.11.0&depth=1
+targetAccount: primary
+parameters:
+  - name: ImageTagMutability
+    value: MUTABLE
+  - name: ImageScanOnPush
+    value: True
+  - name: Encryption
+    value: KMS_MANAGED
+  - name: RemovalPolicy
+    value: DESTROY

manifests/fine-tuning-6B/core-modules.yaml

@@ -0,0 +1,112 @@
+name: eks
+path: git::https://github.com/awslabs/idf-modules.git//modules/compute/eks?ref=release/1.11.0&depth=1
+dataFiles:
+  - filePath: git::https://github.com/awslabs/idf-modules.git//data/eks_dockerimage-replication/versions/1.29.yaml?ref=release/1.11.0&depth=1
+  - filePath: git::https://github.com/awslabs/idf-modules.git//data/eks_dockerimage-replication/versions/default.yaml?ref=release/1.11.0&depth=1
+parameters:
+  - name: VpcId
+    valueFrom:
+      moduleMetadata:
+        group: base
+        name: networking
+        key: VpcId
+  - name: ControlplaneSubnetIds
+    valueFrom:
+      moduleMetadata:
+        group: base
+        name: networking
+        key: PrivateSubnetIds
+  - name: DataplaneSubnetIds
+    valueFrom:
+      moduleMetadata:
+        group: base
+        name: networking
+        key: PrivateSubnetIds
+  - name: EksAdminRoleName
+    value: Admin
+  - name: EksPoweruserRoleName
+    value: PowerUser
+  - name: EksReadOnlyRoleName
+    value: ReadOnly
+  - name: EksVersion
+    value: "1.29"
+    # valueFrom:
+    #   envVariable: GLOBAL_EKS_VERSION
+  - name: EksCompute
+    value:
+      eks_nodegroup_config:
+        - eks_ng_name: ng1
+          eks_node_quantity: 1
+          eks_node_max_quantity: 1
+          eks_node_min_quantity: 1
+          eks_node_disk_size: 400
+          eks_node_instance_type: "m5.xlarge"
+          eks_node_labels:
+            usage: core
+        - eks_ng_name: ng-gpu
+          eks_node_quantity: 6
+          eks_node_max_quantity: 15
+          eks_node_min_quantity: 6
+          eks_node_disk_size: 400
+          eks_node_instance_type: "g4dn.4xlarge"
+          eks_node_labels:
+            usage: gpu
+            nvidia.com/gpu.present: "true"
+          use_gpu_ami: True
+          eks_node_taints:
+            - key: "nvidia.com/gpu"
+              value: "true"
+              # operator: "Equal"
+              effect: "NoSchedule"
+          install_nvidia_device_plugin: True
+      eks_node_spot: False
+      eks_secrets_envelope_encryption: True
+      eks_api_endpoint_private: False
+  - name: EksAddons
+    value:
+      # Autoscaling
+      deploy_cluster_autoscaler: True
+      deploy_metrics_server: True
+      # Observability
+      deploy_cloudwatch_observability_addon: True
+      # Storage
+      deploy_aws_fsx_csi: True
+---
+name: fsx-lustre
+path: git::https://github.com/awslabs/idf-modules.git//modules/storage/fsx-lustre?ref=release/1.11.0&depth=1
+parameters:
+  - name: VpcId
+    valueFrom:
+      moduleMetadata:
+        group: base
+        name: networking
+        key: VpcId
+  - name: PrivateSubnetIds
+    valueFrom:
+      moduleMetadata:
+        group: base
+        name: networking
+        key: PrivateSubnetIds
+  - name: FsDeploymentType
+    value: SCRATCH_2
+  - name: StorageThroughput
+    value: 50
+  - name: DataBucketName
+    valueFrom:
+      moduleMetadata:
+        group: base
+        name: buckets
+        key: ArtifactsBucketName
+  - name: DraExportPath
+    valueFrom:
+      parameterValue: draExportPath
+  - name: DraImportPath
+    valueFrom:
+      parameterValue: draImportPath
+  - name: FsxVersion
+    value: "2.15"
+  - name: Namespace
+    valueFrom:
+      parameterValue: rayNamespaceName
+  - name: ImportPolicy
+    value: "NEW_CHANGED_DELETED"

manifests/fine-tuning-6B/deployment.yaml

@@ -0,0 +1,30 @@
+name: fine-tuning-6B
+forceDependencyRedeploy: True
+toolchainRegion: us-east-1
+groups:
+  - name: base
+    path: manifests/fine-tuning-6B/base-modules.yaml
+  - name: images
+    path: manifests/fine-tuning-6B/images-modules.yaml
+  - name: core
+    path: manifests/fine-tuning-6B/core-modules.yaml
+  - name: integration
+    path: manifests/fine-tuning-6B/integration-modules.yaml
+  - name: ray-operator
+    path: manifests/fine-tuning-6B/ray-operator-modules.yaml
+  - name: ray-cluster
+    path: manifests/fine-tuning-6B/ray-cluster-modules.yaml
+targetAccountMappings:
+  - alias: primary
+    accountId:
+      valueFrom:
+        envVariable: PRIMARY_ACCOUNT
+    default: true
+    codebuildImage: aws/codebuild/standard:7.0
+    parametersGlobal:
+      rayNamespaceName: ray
+      draImportPath: /ray/import/
+      draExportPath: /ray/export/
+    regionMappings:
+      - region: us-east-1
+        default: true

manifests/fine-tuning-6B/images-modules.yaml

@@ -0,0 +1,10 @@
+name: ray
+path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-image?ref=release/1.5.0&depth=1
+targetAccount: primary
+parameters:
+  - name: EcrRepoName
+    valueFrom:
+      moduleMetadata:
+        group: base
+        name: ray-ecr
+        key: EcrRepositoryName

manifests/fine-tuning-6B/integration-modules.yaml

@@ -0,0 +1,63 @@
+name: lustre-on-eks
+path: git::https://github.com/awslabs/idf-modules.git//modules/integration/fsx-lustre-on-eks?ref=release/1.11.0&depth=1
+parameters:
+  - name: EksClusterAdminRoleArn
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: eks
+        key: EksClusterMasterRoleArn
+  - name: EksHandlerRoleArn
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: eks
+        key: EksHandlerRoleArn
+  - name: EksClusterName
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: eks
+        key: EksClusterName
+  - name: EksOidcArn
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: eks
+        key: EksOidcArn
+  - name: EksClusterSecurityGroupId
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: eks
+        key: EksClusterSecurityGroupId
+  - name: Namespace
+    valueFrom:
+      parameterValue: rayNamespaceName
+  - name: FsxFileSystemId
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: fsx-lustre
+        key: FSxLustreFileSystemId
+  - name: FsxSecurityGroupId
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: fsx-lustre
+        key: FSxLustreSecurityGroup
+  - name: FsxMountName
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: fsx-lustre
+        key: FSxLustreMountName
+  - name: FsxDnsName
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: fsx-lustre
+        key: FSxLustreAttrDnsName
+  - name: DraExportPath
+    valueFrom:
+      parameterValue: draExportPath

manifests/fine-tuning-6B/ray-cluster-modules.yaml

@@ -0,0 +1,82 @@
+name: ray-cluster
+path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-cluster?ref=release/1.5.0&depth=1
+parameters:
+  - name: EksClusterAdminRoleArn
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: eks
+        key: EksClusterMasterRoleArn
+  - name: EksClusterName
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: eks
+        key: EksClusterName
+  - name: EksOidcArn
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: eks
+        key: EksOidcArn
+  - name: Namespace
+    valueFrom:
+      parameterValue: rayNamespaceName
+  - name: ServiceAccountName
+    valueFrom:
+      moduleMetadata:
+        group: ray-operator
+        name: ray-operator
+        key: EksServiceAccountName
+  - name: HeadResources
+    value:
+      requests:
+        cpu: "1"
+        memory: "8G"
+      limits:
+        cpu: "4"
+        memory: "16G"
+  - name: WorkerReplicas
+    value: 1
+  - name: WorkerMinReplicas
+    value: 1
+  - name: WorkerMaxReplicas
+    value: 15
+  - name: WorkerResources
+    value:
+      requests:
+        cpu: "4"
+        memory: "8G"
+      limits:
+        cpu: "14"
+        memory: "60G"
+  - name: DataBucketName
+    valueFrom:
+      moduleMetadata:
+        group: base
+        name: buckets
+        key: ArtifactsBucketName
+  - name: ImageUri
+    valueFrom:
+      moduleMetadata:
+        group: images
+        name: ray
+        key: ImageUri
+  - name: WorkerTolerations
+    value:  # make sure to match w/ the taints on the GPU Nodegroup
+      - key: "nvidia.com/gpu"
+        value: "true"
+        # operator: "Equal"
+        effect: "NoSchedule"
+  - name: WorkerLabels
+    value:  # make sure to match w/ the labels on the GPU Nodegroup
+      usage: gpu
+  - name: PvcName
+    valueFrom:
+      moduleMetadata:
+        group: integration
+        name: lustre-on-eks
+        key: PersistentVolumeClaimName
+  - name: DraExportPath
+    valueFrom:
+      parameterValue: draExportPath

manifests/fine-tuning-6B/ray-operator-modules.yaml

@@ -0,0 +1,60 @@
+name: ray-operator
+path: git::https://github.com/awslabs/aiops-modules.git//modules/eks/ray-operator?ref=release/1.5.0&depth=1
+parameters:
+  - name: EksClusterAdminRoleArn
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: eks
+        key: EksClusterMasterRoleArn
+  - name: EksHandlerRoleArn
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: eks
+        key: EksHandlerRoleArn
+  - name: EksClusterName
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: eks
+        key: EksClusterName
+  - name: EksClusterEndpoint
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: eks
+        key: EksClusterEndpoint
+  - name: EksOidcArn
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: eks
+        key: EksOidcArn
+  - name: EksOpenidIssuer
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: eks
+        key: EksClusterOpenIdConnectIssuer
+  - name: EksCertAuthData
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: eks
+        key: EksClusterCertAuthData
+  - name: EksClusterSecurityGroupId
+    valueFrom:
+      moduleMetadata:
+        group: core
+        name: eks
+        key: EksClusterSecurityGroupId
+  - name: Namespace
+    valueFrom:
+      parameterValue: rayNamespaceName
+  - name: DataBucketName
+    valueFrom:
+      moduleMetadata:
+        group: base
+        name: buckets
+        key: ArtifactsBucketName