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neuron-tai/.scratch/distributed-gguf-runtime/issues/06-networked-distributed-gguf-route.md
2026-07-07 15:27:33 +03:00

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# 06 — Networked distributed GGUF route
Status: pending
Depends on: 01, 03, 04, 05
## Goal
Run a GGUF-backed model over a real multi-node route using the tracker-selected route and per-shard local KV.
## Scope
- Extend node backend registry with GGUF layer ranges.
- Add route selection for GGUF nodes.
- Use the prefill/decode protocol.
- Track route health and queue depth.
- Bill by layer work and token work.
## Acceptance
- Two physical machines can serve one model route.
- Node dropout during alpha fails request cleanly.
- Tracker metrics show prefill TPS, decode TPS, seam latency, and cache memory.