Quick-Start: manage.sh start default is dynamic=1 (3 langs)
Quick-Start: localized tp4.env.example files (ru/zh) noted (3 langs)
Quick-Start: tp4.env.example is the single knob reference incl. BIND for remote access (3 langs)
Quick-Start: 1M context as the launcher default (3 langs)
Wiki: NUMA guidance for VMs (do not guess the map), cache check via /metrics or engine log
Wiki: bf16 KV recommendation, HOTSPLIT_NUMA_MAP for dual-socket VMs, measurement tools (load-test / quality-compare / check-prefix-cache)
Wiki: dynamic verified on hardware; NUMA note; 1M context + prefix caching knobs
Quick-Start: manage.sh start comment = verified defaults (en/ru/zh)
Quick-Start: hotsplit/dynamic command blocks self-contained (MODEL_DIR/IMAGE/offload exports, en/ru/zh)
Quick-Start: hotsplit WORKS end-to-end on target hardware (2026-10-23) — first full humming run verified (en/ru/zh)
Quick-Start: hotsplit scope update — humming full run splits all layers (quality experimental) (en/ru/zh)
Cleanup: drop RUNNING.md/results/CONTRIBUTING refs, HOTSPLIT_HOT_GIB in hotsplit commands (en/ru/zh)
Quick-Start: honest hotsplit scope (dry-run verified, full Marlin run not) — en/ru/zh
Quick-Start: image VERIFIED on target host (2026-10-22) — drop stale UNVERIFIED warning (en/ru/zh)
Quick-Start: sync with fixed-model-loader default (A/B-confirmed garbage-output fix)
wiki: UVA sizing (CPU_OFFLOAD_GB must cover the per-rank bank, >=800 GiB VM RAM for MiMo)
wiki: auto API key (no manual export), scripts/ paths, fail-fast note
wiki: MODEL_DIR in home dir (~\$HOME/models), no sudo for mkdir
wiki: concrete vLLM image (pinned nightly + digest), fix clone path
wiki: strict model verification (shards/tokenizer/REVISION.txt), RU phrasing fix
wiki: remove DGX refs (custom DDR4/PCIe4 host), fix MODEL_REVISION phrasing
wiki: self-contained launch commands, UVA->hotsplit transition, MODEL_DIR vs REVISION, unverified image note
wiki: full model download process (hf CLI, SHA pin, disk check, Option A/B) EN/RU/ZH
wiki: expect-progress verdict mode (EN/RU/ZH)
wiki: trust boundary, honest rollback, clean-cache, WARN semantics (EN/RU/ZH)
wiki: document manage.sh day-to-day commands (EN/RU/ZH)
wiki: fix audit findings (VRAM arithmetic, mandatory params, Debian, honest empty-budget semantics)
wiki: EN/RU/ZH