System Services / 10:58

Build with the new Apple Foundation Model on Private Cloud Compute

System ServicesAI & Machine Learningiosipadosmacosvisionos

Key Points

  • Covers how it works and how to access it using the Foundation Models framework.
  • Covers best practices for checking availability and handling graceful fallbacks in apps.
  • The session moves through What is Private Cloud Compute, Integrating PCC with Foundation Models, Deciding between on-device and PCC, Reasoning levels and context size, Evaluating and combining models, Handling usage limits.
  • Key concepts include Private Cloud Compute, Foundation Models, SystemLanguageModel, PrivateCloudComputeLanguageModel, Apple Intelligence, LanguageModelSession, Evaluations framework.
  • Platform coverage: ios, ipados, macos, visionos.

Condensed Flow

01

What is Private Cloud Compute:

Focuses on Private Cloud Compute.

02

Integrating PCC with Foundation Models:

Focuses on Foundation Models.

03

Deciding between on-device and PCC:

Focuses on Foundation Models.

04

Reasoning levels and context size:

Focuses on SystemLanguageModel, PrivateCloudComputeLanguageModel.

05

Evaluating and combining models:

Focuses on Foundation Models.

06

Handling usage limits:

Focuses on Foundation Models, Private Cloud Compute.

More Detail

Additional details

  • Detailed flow: What is Private Cloud Compute -> Integrating PCC with Foundation Models -> Deciding between on-device and PCC -> Reasoning levels and context size -> Evaluating and combining models -> Handling usage limits.
  • APIs and concepts to recognize: Private Cloud Compute, Foundation Models, SystemLanguageModel, PrivateCloudComputeLanguageModel, Apple Intelligence, LanguageModelSession, Evaluations framework.
  • Version and support notes focus on Apple Intelligence.
  • Implementation focus: SystemLanguageModel, PrivateCloudComputeLanguageModel, LanguageModelSession, Apple Intelligence, Foundation Models.

Resources