3 entries with this tag
GGUF model inference deep-dive on macOS M3 Pro hardware, completing three-layer analysis of frontier model deployment economics and technical feasibility.
Technical deep-dive into how GGUF-quantized models like Qwen3.5-35B-A3B execute on macOS M3 Pro using LM Studio and Ollama, covering tokenization, inference loops, Metal GPU acceleration, unified memory management, and OpenAI API compatibility.
Comprehensive analysis of open model performance on Mac Mini M4 32GB, identifying the most performant models for local inference, agent deployment, and cost optimization.