User Guide

• Quick Start
  • Installing the client
  • Initializing the client
  • Creating models
  • Listing available models by task
  • Creating a train job
  • Listing train jobs
  • Creating an inference job with the latest train job
  • Listing inference jobs
  • Making predictions
  • Stopping a running inference job
• Quick Start (Model Developers)
  • Installing the client
  • Initializing the client
  • Creating models
  • Listing available models by task
  • Deleting a model
• Quick Start (Application Developers)
  • Installing the client
  • Initializing the client
  • Listing available models by task
  • Creating a train job
  • Listing train jobs
  • Retrieving the latest train job’s details
  • Listing best trials of the latest train job
  • Creating an inference job with the latest train job
  • Listing inference jobs
  • Retrieving details of running inference job
  • Stopping a running inference job
  • Downloading the trained model for a trial
• Quick Start (Application Users)
  • Making predictions
• Quick Start (Admins)
  • Installation
  • Initializing the client
  • Creating users
  • Listing all users
  • Banning a user
• Using Rafiki’s Admin Web
  • Logging In
  • Viewing Train Jobs
• Creating Models
  • Implementing Models
  • Model Environment
  • Logging in Models
  • Dataset Loading in Models
  • Sample Models
• Supported Tasks
  • IMAGE_CLASSIFICATION
  • POS_TAGGING
• Supported Dataset Types
  • IMAGE_FILES
  • CORPUS
• Installing Python