I Ran Claude Code on My MacBook With vllm-mlx — It Embarrassed llama.cpp by 87%

📰 Medium · LLM

Learn how to run Claude Code on a local machine using vllm-mlx, outperforming llama.cpp by 87% and understanding the implications for AI development

advanced Published 1 Jun 2026
Action Steps
  1. Run Claude Code on a local machine using vllm-mlx
  2. Configure the environment to optimize performance
  3. Compare results with llama.cpp
  4. Analyze the performance difference and its implications
  5. Apply the findings to future AI model development
Who Needs to Know This

AI engineers and researchers can benefit from this knowledge to improve model performance and reduce cloud dependencies, while product managers can explore new possibilities for AI-powered products

Key Insight

💡 Running AI models locally can significantly improve performance and reduce dependencies on cloud services

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🚀 Run Claude Code on your MacBook with vllm-mlx and outperform llama.cpp by 87%!

Key Takeaways

Learn how to run Claude Code on a local machine using vllm-mlx, outperforming llama.cpp by 87% and understanding the implications for AI development

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