Frank 91546dbb95 frank-medium: back to the DFlash2 drafter, and rebalance to 36:29
DSpark came off after a day. It was the better-looking file (1.27 GiB against
1.92) but it declares no sliding window, and the draft context is built with
n_ctx = llama_n_ctx(ctx_tgt) -- so its KV spanned the whole 262144-token window
(5.0 GiB) and cost ROCm1 four layers of split to carry. DFlash2's window bounds
its draft KV at 2048 positions (~40 MiB), which frees ~4.3 GiB on the
draft-carrying card.

The balance point moved with it, so it was re-measured at the deployed batch
(6144 x 1536, 2 slots, 262144) rather than interpolated:

  39,26  2.42 / 7.20     37,28  4.28 / 5.34     35,30  5.14 / 4.48
  38,27  3.85 / 5.77     36,29  4.71 / 4.91     34,31  6.57 / 3.05

36:29 is the minimum (0.20 GiB apart) and leaves 3.2 GiB above the operator's
1.5 GiB floor on each card, so the full window stays. One -ts step is one layer,
and qwen35's layers are not the same size -- 0.43 GiB on a DeltaNet boundary,
1.43 GiB on a full-attention one -- which is why the table exists.

Also in here:
- the fetch script pointed at the wrong file (DSpark) AND declared the wrong
  size for it: 1359284737 against the Hub's 1455376576, 96 MB short, which made
  --verify-only fail on a payload that was in fact correct. Repointed at z-lab
  DFlash2 Q8_0, 2056414816, and both files' sha256 were checked against the
  Hub's LFS oids (host == Hub for both).
- the seam's fit was recalibrated for a window-bounded draft KV and for the new
  point; it now passes 36:29 and fails every other split measured, including
  1:1. Its ubatch term is an extrapolation and it cannot model contiguity, which
  the comment says out loud.
- the serve script's dead dspark-only tunables (n-min, p-min, p-split, poll)
  are gone; the build's defaults apply.
2026-09-16 20:59:20 -07:00

Server App Configs

The single repository for the two homelab servers: the Podman container stacks and the LLM inference fleet. One repo, one checkout per host, one deploy script.

2026-08-22: the former vllmScripts repository (LLM fleet) is merged into this repo with its full git history. See AGENTS.md for the merge note.

Targets

Host User IP Podman stack LLM service LLM port
dankserver dank 192.168.0.235 media and library frank-medium (ROCmFPX llama.cpp, Qwen3.8-27B AGENT) 7770
dankclaw dank 192.168.0.143 AI, search, development, observability frank-large (CIRU ROCmFPX, Qwen3.8-27B) 7770

Active Services

Service Host Hostname Port
RomM dankserver romm.dankserver.local 8085
Copyparty dankserver files.dankserver.local 3923
Calibre-Web dankserver books.dankserver.local 8083
frank-medium dankserver — (bare endpoint) 7770
SearXNG dankclaw search.dankclaw.local 8081
ComfyUI dankclaw comfyui.dankclaw.local 8188
OpenWebUI dankclaw chat.dankclaw.local 3000
Hermes dankclaw hermes.dankclaw.local 8090
Gitea dankclaw gitea.dankclaw.local 3001
Grafana dankclaw grafana.dankclaw.local 3002
Prometheus dankclaw prometheus.dankclaw.local 9090
frank-large dankclaw — (bare endpoint) 7770

Structure

  • dankserver/ — compose.yaml + Caddyfile + .env.example for the Dankserver stack
  • dankclaw/ — compose.yaml + Caddyfile + .env.example for the Dankclaw stack
  • shared/ — homepage, prometheus config, deploy helpers
  • scripts/ — deploy.sh and deploy-remote.sh (service-scoped deployment), the planner, LLM serve scripts, systemd units, env tunables, and bench harnesses
  • old/ — retired PP/NPU-era LLM scripts (reference only)
  • serverAppConfigs-docs/ — project knowledge base (Obsidian vault, wikilinks). serverAppConfigs-docs/LLM/ is the LLM fleet
  • tests/ — bats test suite (see Testing Policy)

Deployment

See serverAppConfigs-docs/Architecture/Deployment Flow.md and serverAppConfigs-docs/LLM/deployment.md. Run ./scripts/deploy.sh <dankclaw|dankserver> after committing changes. It plans and deploys only the changed services. Use --service NAME for an explicit single-service retry; inference is restarted only when its own files (or the shared chat template) changed.

Knowledge Base

The serverAppConfigs-docs/ directory is an Obsidian vault. Start at serverAppConfigs-docs/index.md. The LLM fleet knowledge base lives at serverAppConfigs-docs/LLM/index.md.

Testing

Run ./tests/run.sh before every push. See serverAppConfigs-docs/Architecture/Testing Policy.md.

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