Ross ROSS = Recommend OSS · open-source software intelligence for agents

rudrankriyam/Foundation-Models-Framework-Lab

A practical lab for building, testing, and evaluating apps with Apple's Foundation Models framework. observed · 2026-08-28

github.com/rudrankriyam/Foundation-Models-Framework-Lab · Swift · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

82/100

  • Activity 99
  • Release rhythm 90
  • Longevity 32
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 4.0
  • age_days: 450
  • days_rel: 71
  • days_push: 8
  • n_releases_24m: 5

Full methodology

Adoption not part of the score

1177 stars · 69 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A native iOS and macOS workbench app for learning, testing, and evaluating Apple's Foundation Models framework. It provides editable recipes, guided labs, a playground for prompt and tool experimentation, and run inspection with exportable evidence.

Use cases

  • experiment with Apple Foundation Models prompts and tools on device
  • learn the Foundation Models framework through guided labs and recipes
  • compare model adapters and inspect run transcripts and token usage
  • test tool calling and streaming responses from Apple Intelligence
  • build and evaluate on-device LLM apps for iOS and macOS
  • export reproducible Swift code from prompt experiments

When to choose

  • you are developing with Apple's Foundation Models framework on iOS 26+/macOS 26+
  • you want a hands-on playground to explore Apple Intelligence on-device models
  • you need to compare adapters, tools, and configurations with persisted run evidence

When to avoid

  • you need cross-platform or non-Apple LLM tooling
  • your devices do not run iOS/macOS 26+ with Apple Silicon and Apple Intelligence enabled
  • you want a library or SDK to embed rather than a standalone learning and testing app

Facets

application · maturity active

llm-inference rag speech-recognition tts prompt-engineering developer-tools gui artificial-intelligence large-language-models developer-tools apple-ecosystem apple-foundation-models apple-intelligence on-device-ai swiftui playground tool-calling recipes labs ios macos swift

1 source

Member repositories

RepositoryRoleHealth v2
rudrankriyam/Foundation-Models-Framework-Labmain82

For agents

markdown · JSON · MCP: product_card(name="rudrankriyam/Foundation-Models-Framework-Lab")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem