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Apple shows distributed LLM inference across Mac Studios with MLX and RDMA

Original: Local and Distributed Large LLM Inference with MLX and RDMA on Mac Studio

Apple has published research on running large language model inference across multiple Mac Studio machines, using its MLX framework and RDMA networking to cluster the machines without GPUs. The approach lets very large models run locally by splitting work between machines, drawing attention from developers interested in self-hosted AI setups.

Why now: Apple's demonstration of clustering Mac Studios for large-model inference without GPUs is notable to developers exploring local, non-NVIDIA AI infrastructure.

AppleMLXMac StudioRDMA

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Evidence

• Local and Distributed Large LLM Inference with MLX and RDMA on Mac Studio · vinhnx · 8
• Local and Distributed Large LLM Inference with MLX and RDMA on Mac Studio · ingve · 6

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• ✉news #30 · 2 d ago

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