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Hypura – A storage-tier-aware LLM inference scheduler for Apple Silicon

Hypura introduces a storage-tier-aware scheduler for LLM inference on Apple Silicon, a practical performance hack that earned 152 points and 64 comments. The scheduler reduces memory usage by 30% compared to naive approaches, leveraging Apple's unified memory architecture to offload data to the SSD when RAM runs tight. This makes Hypura a must-try for developers running large models on MacBooks, offering a 50% cost savings vs. cloud GPU rentals.

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Hypura – A storage-tier-aware LLM inference scheduler for Apple Silicon

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