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AI & Machine Learning

Tools, frameworks, and local LLM execution on Apple Silicon Macs (TensorFlow, PyTorch, Core ML).

AI Frameworks & Tools

AI/ML Development on Mac

Your Mac with Apple Silicon Unified Memory is an extraordinary platform for running and fine-tuning Large Language Models and ML models locally.

  • TensorFlow-Metal: Hardware-accelerated TensorFlow using Apple's Metal Performance Shaders
  • PyTorch MPS: Acceleration backend for PyTorch leveraging Mac GPU and Neural Engine
  • Local LLMs (Ollama, LM Studio): Running Llama 3, Mistral, and Claude-level models locally with zero latency
  • Core ML & Create ML: Apple frameworks for integrating trained models into iOS and macOS native apps