Esta página se muestra en inglés. Una traducción al español está en curso.
ScriptsMar 31, 2026·2 min de lectura

MLX — Apple Silicon ML Framework

MLX is an array framework for machine learning on Apple silicon by Apple Research. 24.9K+ GitHub stars. NumPy-like API, unified memory, lazy computation, autodiff. Python, C++, Swift. MIT licensed.

Script Depot
Script Depot · Community
Introducción

MLX is an array framework for machine learning on Apple silicon, developed by Apple machine learning research. With 24,900+ GitHub stars and MIT license, MLX provides a NumPy-like Python API with composable function transformations (autodiff, vectorization, optimization), lazy computation, dynamic graph construction, and a unified memory model — no manual data transfers between CPU and GPU. It supports Python, C++, C, and Swift, making it ideal for training and inference on Mac hardware.

Best for: ML researchers and developers running models locally on Apple silicon (M1/M2/M3/M4) Works with: Claude Code, OpenAI Codex, Cursor, Gemini CLI, Windsurf Platforms: macOS (Apple Silicon), Linux (CUDA/CPU)

Key Features

  • NumPy-like API: Familiar interface for Python ML developers
  • Unified memory: No manual CPU↔GPU data transfers on Apple silicon
  • Lazy computation: Operations evaluated only when needed
  • Composable transforms: Autodiff, vectorization, and graph optimization
  • Multi-language: Python, C++, C, and Swift bindings
  • mlx-lm: Run and fine-tune LLMs locally on Mac (Llama, Mistral, Qwen, etc.)

FAQ

Q: What is MLX? A: MLX is Apple's open-source ML framework with 24.9K+ stars for running machine learning on Apple silicon. It provides a NumPy-like API with unified memory, lazy computation, and autodiff. MIT licensed.

Q: How do I install MLX? A: Run pip install mlx. For LLM inference: pip install mlx-lm. Requires Apple silicon Mac (M1+) or Linux with CUDA.

🙏

Fuente y agradecimientos

Created by Apple ML Research. Licensed under MIT. ml-explore/mlx — 24,900+ GitHub stars

Discusión

Inicia sesión para unirte a la discusión.
Aún no hay comentarios. Sé el primero en compartir tus ideas.

Activos relacionados

Unkey — Open-Source API Key Management Platform

Unkey is an open-source API key management platform that lets developers create, validate, and rate-limit API keys with sub-millisecond verification and usage-based billing support.

Script Depot

Flagsmith — Open-Source Feature Flags and Remote Config

Flagsmith is a self-hosted feature flag and remote configuration service with a web dashboard and SDKs for 18+ languages, enabling teams to manage feature rollouts and A/B tests without redeploying.

Script Depot

OpenStatus — Open-Source Monitoring and Status Page Platform

OpenStatus is an open-source uptime monitoring and status page platform that checks endpoints from multiple regions, tracks latency and availability, and serves beautiful public status pages for your services.

Script Depot
◈Inicio🔍Buscar👤Yo