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vLLM-MLX Fork

Table of Contents

What it does

Fork of vLLM optimized for Apple Silicon, focused on reliable serving of vision-language models locally. Prioritizes serving stability, compatibility evidence, and publishable benchmarks over speculative performance claims.

Key capabilities

  • Local VLM serving on M-series hardware
  • GUI-specialized benchmark suite for UI agent workloads
  • Model compatibility matrix across hardware generations
  • Client/app compatibility testing

Key numbers

  • 12 models validated on M-series
  • 6 VLMs tested for GUI-specific tasks
  • 3 chip generations covered (M1, M2, M3+)

Current phase

MISSING — Current development priorities from roadmap

Status

Active. Evidence collection and benchmark methodology established.

MISSING — Repository URL