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A Dynamic and Distributed Virtual GPU Cloud Built on Idle Apple Silicon Devices

Hacker News Top ↗ · 2026-10-13 Cached

Apple researchers present Minions, a system that aggregates idle Apple Silicon GPUs across macOS devices into a dynamic, fault-tolerant distributed virtual GPU cloud for large-scale ML inference, offering a cost-effective alternative to centralized GPU infrastructure.

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#machine-learning-inference

ggml-cuda: hip: add missing AMD GCN MMQ config by thelittlefireman · Pull Request #27841 · ggml-org/llama.cpp - PP improvements for RDNA2(MI50, MI60)

Reddit r/LocalLLaMA ↗ · 2026-09-12 Cached

This pull request adds missing AMD GCN MMQ configuration to ggml-cuda for HIP, enhancing prefill performance for RDNA2 GPUs such as MI50 and MI60 in the llama.cpp inference library.

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