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Apple details 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 locally and across multiple machines using its MLX framework and RDMA networking on Mac Studio hardware. The approach lets developers cluster Macs to serve models too large for a single machine. Developers are discussing the practicality of Mac clusters as an alternative to GPU servers for local AI workloads.

Why now: Apple's new MLX distributed inference work offers a notably cheaper, quieter alternative to GPU clusters, drawing strong developer interest.

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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