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Inference & Deployment

MLX

Apple's ML framework optimized for Apple Silicon's unified memory for efficient local inference.

Ask Melo about this← all terms

Apple's machine learning framework optimized for Apple Silicon's unified memory architecture, enabling efficient local inference on Mac hardware.

Related terms

On-Device Inferencellama.cppModel Quantization (Inference)Inference EngineUltrafast (OpenAI speed tier)Rollback

Where MLX comes up

  • Gemma 4 26B A4B Runs 2x Faster on Mac — Community MLX Optimization
  • DFlash-MLX Brings Lossless Speculative Decoding to Apple Silicon — Up to ~189 tok/s on M5 Max
  • OrcaRouter Ships an Uncensored Qwen3.8-27B MLX Build for Mac
  • Gemma Chat: offline vibe coding with Gemma 4 and MLX on Mac