Distributed cluster serving across Macs (tensor + pipeline parallel) - #2423

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ashhart wants to merge 13 commits into

jundot:mainfrom

ashhart:feature/distributed-cluster

Commits on Aug 8, 2026

feat(models): let mlx-lm ranks load and pipeline MiniMax-M3
ashhart
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a044b04
feat(cluster): capability-aware planning, catalogue and node roles
ashhart
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8483ece
feat(cluster): admission guard, load watchdog and prefill guard
ashhart
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1d446cd
feat(cluster): rank lifecycle, peer liveness and launch supervision
ashhart
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6e7ca98
feat(cluster): one-click activation API and engine-pool integration
ashhart
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08b19a8
feat(admin): cluster dashboard — plan, split, roles, activation
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938b8fe
docs(cluster): distributed cluster guide and local ignores
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22537c8
fix(cluster): close distributed review blockers
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66725b1
fix(cluster): make SSH setup prompt-free
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8d49fd5
fix(cluster): coordinate prefill admission across ranks
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ef20a7f
fix(cluster): harden model loading and SSH pairing
ashhart
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f89355f

Commits on Aug 9, 2026

fix(cluster): verify topology and stabilize setup
ashhart
committed
363375e

Commits on Aug 10, 2026

fix(cluster): stabilize SSH pairing guidance
ashhart
committed
e81a0e1