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ML / AI Model Provisioning

DataSapien is an enabler of on-edge Machine Learning and Artificial Intelligence use-cases. The Orchestrator is a delivery channel for public and private models. The Mobile SDK downloads models that were provisioned on the Orchestrator, upon request.

Provisioning ML Models​

ML models are conventional probabilistic models aimed to work in a specific field. You will need to provide the following to proivison a new ML Model:

  • Vendor: name of the Vendor who created / published the model
  • Name: a language-independent (programmatic) name to be used within scripts
  • Label: human language name for display purposes
  • Download URL: URL from which Mobile SDK will download the model
  • Description: an optional description

ML Models

ML Modelss

Provisioned ML Models can be queried and downloaded on-edge by the Mobile SDK via its Intelligence Service.

Provisioning AI Models​

AI (GenAI) models are generative models aimed to work in a wide range of fields. You need to provide following to proivison a new AI Model:

  • Vendor: name of the Vendor who created / published the model
  • Name: a language-independent (programmatic) name to be used within scripts
  • Label: human language name for display purposes
  • Download URL: URL from which Mobile SDK will download the model
  • Thinking: flag to specify that model is a thinking (can produce output about its own generation) model or not
  • Description: an optional description

AI Models

AI Modelss