antirez Explains Local Inference Scaling Under Larger Batches

antirez explained that his open-source local inference project auto-switches to layer-major mode under larger batches with near-resident speed, noting most local inference use cases are effectively single-user, served well by a local pi/opencode setup.

2026-11-08 ~ 2026-11-08 · 4 related posts

• antirez: large batches switch to layer-major inference, nearly as fast as full-resident — antirez · 2026-11-08
• steeve asks antirez how his inference project scales with batch-size>1 — steeve · 2026-11-08
• antirez demos his OSS inference project: README too small to hit fastest spot of curve — antirez · 2026-11-08
• antirez: most local inference is single-user, just attach pi or opencode to local server — antirez · 2026-11-08