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Apple Shows Distributed LLM Inference on Mac Studio Clusters

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. The approach lets developers pool the memory of several machines to serve models too large for a single device, without relying on cloud GPUs. Developers are discussing the practicality of Mac clusters as an alternative for local AI workloads.

Why now: Apple's demonstration that Mac Studio clusters can run large models locally challenges the assumption that big-model inference requires datacenter GPUs.

AppleMLXMac StudioRDMA

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• 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 · 3 d ago

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