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Oracle Cloud Infrastructure Documentation


Infrastructure ServicesData ScienceModel Deployments
  • Getting Started
  • Oracle Cloud Infrastructure Cloud Adoption Framework
  • Oracle Cloud's Free Tier
  • Oracle Multicloud
  • Oracle Cloud Infrastructure Government Cloud
  • Oracle EU Sovereign Cloud
  • Applications Services
  • Infrastructure Services
    • Service Essentials
    • Access Governance
    • Analytics Cloud
    • Anomaly Detection
    • API Gateway
    • Application Dependency Management
    • Application Performance Monitoring
    • Archive Storage
    • Artifact Registry
    • Audit
    • Automated CEMLI Execution
    • Autonomous Linux
    • Bastion
    • Big Data Service
    • Billing and Cost Management
    • Block Volume
    • Blockchain Platform
    • Certificates
    • Cloud Advisor
    • Cloud Guard
    • Cluster Placement Groups
    • Compartment Quotas
    • Compliance Documents
    • Compute
    • Compute Cloud@Customer
    • Connector Hub
    • Console Dashboards
    • Container Instances
    • Container Registry
    • Content Management
    • Data Catalog
    • Data Flow
    • Data Integration
    • Data Labeling
    • Data Safe
    • Data Science
      • Overview of Data Science
      • Supported Compute Shapes
      • Using GPUs
      • Creating Automation Using Events
      • Policies
      • Using the Oracle Resource Manager to Configure Your Tenancy for Data Science
      • Private Endpoints
      • Projects
      • Notebook Sessions
      • Using Notebook Sessions to Build and Train Models
      • Conda Environments
      • Model Catalog
      • Large Model Support
      • Model Deployments
        • Model Deployment Environment Variables
        • GPU Inference
        • Bring Your Own Container
        • Creating a Model Deployment
          • Use Default Networking
          • Use Custom Networking
        • Invoking a Model Deployment
        • Managing Model Deployments
        • Model Deployment Autoscaling
        • Burstable Instances for Model Deployment
        • Model Deployment Metrics
      • Jobs
      • Pipelines
      • AI Quick Actions
      • Metrics
      • New ML Applications
      • ML Monitoring
      • Logs
      • Scheduler
      • Operators
      • Known Issues
      • Troubleshooting
      • Data Science Tutorials
    • Database
    • Database Management
    • Database Migration
    • Database Tools
    • DevOps
    • Digital Assistant
    • Disaster Recovery
    • Globally Distributed Exadata Database on Exascale Infrastructure
    • DNS and Traffic Management
    • Document Understanding
    • Email Delivery
    • Events
    • File Storage
    • New File Storage with Lustre
    • Fleet Application Management
    • Functions
    • Fusion Data Intelligence
    • Generative AI
    • Generative AI Agents
    • GoldenGate
    • Health Checks
    • HeatWave
    • IAM with Identity Domains
    • IAM without Identity Domains
    • Integration 3
    • Integration Generation 2
    • Java Management
    • Kubernetes Engine
    • Language
    • Load Balancer
    • Logging
    • Logging Analytics
    • Managed Access
    • Managed Cloud Self Service Platform
    • New Managed Services for Mac
    • Management Agent
    • Management Dashboard
    • Media Services
    • Monitoring
    • Network Firewall
    • Network Load Balancer
    • Networking
    • NoSQL Database
    • Notifications
    • Object Storage
    • OCI Cache
    • OCI Control Center
    • OCI Database with PostgreSQL
    • OpenShift Container Platform on OCI
    • Ops Insights
    • Oracle APEX Application Development
    • Oracle Cloud Migrations
    • Oracle Linux
    • OS Management Hub
    • Process Automation
    • Pulse
    • Queue
    • Resource Manager
    • Resource Scheduler
    • Roving Edge Infrastructure
    • Search
    • Search with OpenSearch
    • Secure Desktops
    • Security Advisor
    • Security Zones
    • Service Catalog
    • Speech
    • Stack Monitoring
    • Streaming
    • Tagging
    • Threat Intelligence
    • Vault
    • Vision
    • Visual Builder
    • Visual Builder Studio
    • VMware Solution
    • Vulnerability Scanning
    • Web Application Acceleration
    • Web Application Firewall
    • WebLogic Management (Pre-GA)
    • Zero Trust Packet Routing
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Creating a Model Deployment

After you store a Data Science model in the model catalog, it can be deployed as an HTTP endpoint as model deployment.

Ensure that you have created the necessary policies, authentication, and authorization for model deployments.

Consider using a custom container when creating a model deployment.

You can create and run model deployments using the following networking options:

  • Use Default Networking
  • Use Custom Networking
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