coreml-ref
CommunityCoreML API reference
Software Engineering#machine learning#compression#performance profiling#ios development#coreml#model conversion
Authortuliopc23
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a comprehensive reference for the Core ML framework, covering model lifecycle, prediction APIs, tensor operations, conversion tools, compression techniques, and performance profiling.
Core Features & Use Cases
- Model Lifecycle Management: Understand MLModel loading, caching, and multi-function model handling.
- Prediction & Tensor Operations: Learn about synchronous, asynchronous, and state-based predictions, along with MLTensor manipulation (iOS 18+).
- Conversion & Optimization: Utilize coremltools for model conversion, dynamic shapes, state types, and various compression APIs (quantization, pruning, palettization).
- Performance Analysis: Explore MLComputePlan and Xcode tools for profiling and optimizing model performance.
Quick Start
Refer to the CoreML API reference for details on loading an MLModel asynchronously.
Dependency Matrix
Required Modules
None requiredComponents
references
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Please help me install this Skill: Name: coreml-ref Download link: https://github.com/tuliopc23/flying-dutchman-app/archive/main.zip#coreml-ref Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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