JFrog Docs
Try JFrog
Contact Support
JFrog.com
Jump to Content
AI & Machine Learning
Guides
Contact SupportTry JFrogAI & Machine Learning
Guides
Contact SupportTry JFrog
Guides
All
Pages
Start typing to search…

Get Started

  • Get Started with AI/ML in JFrog

AI Catalog

  • JFrog AI Catalog Overview
  • JFrog AI Catalog Architecture
  • Detect Shadow AI

MODELS IN AI CATALOG

  • Get Started
  • Discover and Allow Models
  • Upload Custom Models
  • Use Models in Your Code
  • Connect AI Providers
  • Deploy Models
    • Deploy Model Packages
    • Deploy Custom Models
  • Inference Metrics
  • Troubleshooting

JFROG ML

  • About JFrog ML
    • JFrog ML Overview
    • JFrog ML Architecture
    • Control and Data Planes
  • Get Started with JFrog ML
    • Set Up JFrog ML
    • JFrog ML Quickstart
  • Model Version Management
  • Build Models
    • Model Build Overview
      • Model Builds SDK
      • Managing Dependencies
      • FrogML Model Anatomy
      • The FrogML Model Class
    • Training Models
    • Testing Models
    • Loading Pre-built Models
    • Model Registry and Metadata
    • Advanced Build Concepts
  • Serve Models (Deployment)
    • Prediction Input & Output Adapters
    • Real-Time Deployments
      • Calling Model Endpoints
      • Deployment Strategies
      • Performance and Runtime Configuration
      • Local Deployment
    • Batch Deployments
      • Storage-based Execution
      • DataFrame Execution
      • Batch Execution Management
    • Streaming Deployments
    • Inference Analytics
  • Model Monitors
    • Runtime Metrics
    • Monitor Model Data
    • Prediction Timers
    • Performance Monitors
  • Automations
    • Define Automations
      • Automate Build and Deploy
      • Automate Batch Execution
      • Manage Automations
    • Automation Tutorials
  • Configure JFrog ML
    • JFrog ML Alerts
    • Instance Sizes & ML Credits
    • Secret Management
    • Accessing AWS Resources with IAM Role
  • Experiment Tracking
  • Feature Store
    • Feature Store Overview
    • Feature Store Quick Start Guide
    • Data Sources
    • Feature Sets
      • Batch Feature Sets
      • Streaming Feature Sets
    • Feature Consumption
    • Feature Set Alerts
    • Use Cases
    • Cross-environment Online Serving Replication
  • FrogML Client
  • JFrog ML Troubleshooting
  • Self-Managed Installation
  • Role-based Access Control (RBAC) in JFrog ML
  • Qwak Documentation
Powered by 
  1. MODELS IN AI CATALOG
  2. Deploy Models

Deploy Custom Models

To learn about managing deployment of custom models, see Serve Models (Deployment).

Note: From the AI Catalog, you can also deploy model packages.


Updated 2 months ago


Deploy Model Packages
Inference Metrics
Products
Artifactory Distribution Xray Advanced Security Runtime AppTrust Curation ML AI Catalog
Resources
Events Integrations Software Supply Chain Topics Open Source JFrog Trust Compare JFrog JFrog Academy
Company
About Management Investor Relations Partners Customers Careers Press Contact Us Brand Guidelines
Developer
Community Downloads Community Events Community Forum
Follow Us
Facebook LinkedIn X YouTube
© 2026 JFrog Ltd All Rights Reserved
JFrog Footer Logo
© 2026 JFrog Ltd All Rights Reserved Terms of Use Privacy Policy Cookies Settings Cookies Policy