apple-foundation-models
Apple Foundation Models and Image Playground
Implement reliable Apple Intelligence features with Apple's on-device text and image generation APIs across all supported platforms.
Model Limitations (CRITICAL — Read First)
The on-device model is ~3B parameters with a 4,096-token context window. It excels at summarization, extraction, classification, tagging, composition, and revision. It cannot reliably do:
- World knowledge / factual Q&A — will hallucinate
- Math and arithmetic — unreliable at multi-step calculations
- Code generation — cannot produce correct code
- Long-form writing (>200 words) — context window too small
Before writing any code, check references/model-capabilities-and-limits.md to confirm the task is within the model's capabilities. If it is not, design an escalation path (tool, backend model, or user disclosure).
Quick Reference
| Capability | Key API | Reference |
|---|
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