Continuous batching and concurrent-request serving on Apple silicon
Parent: Mac local LLMs: Serving ops and multi-model · Published reference · snapshot 2026-10-05
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Reddit-hosted concurrency reports could not be fetched; any claims there are unverified.
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Facts
- Reddit-hosted concurrency reports could not be fetched; any claims there are unverified. [source]
- This concept is already covered by continuous-batching-on-mlx.md; no absent or contradicting claim was found in the sources read for this batch. [source]
- A Mac Studio owner reports it handles multiple simultaneous requests but, with larger models, saturated compute or bandwidth makes it effectively one concurrent user (already held in multi-model-serving-on-a-large-mac-with-llama-swap.md). [source]
Children
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