The ik_llama fast q8_KV cache type crashes at model init on this
QWEN3MOE/MTP + multimodal arch at commit b166e269 with a ggml_view size
assert (ggml.c:5427) right after the output buffer is created, looping
the service. Empirically isolated by toggling cache type: q8_0 and f16
load and serve (smoke-tested correct output), q8_KV asserts. Switch to
q8_0 + Hadamard (K/V), which still gives the 8-bit cache + Hadamard
quality win. KB updated with the crash lesson.
--split-mode graph requires >= 2 devices in ik_llama.cpp and errors hard
at model load on a single RTX 3090 ("It is not possible to use split mode
'graph' with less than 2 devices"), looping the service. Set SPLIT_MODE
=none (the default), which works with the --override-tensor CPU expert
offload. KB updated with the two-device requirement so we do not assume
graph degrades gracefully on one GPU.
Switch frank-default-small on Dankserver from upstream llama.cpp (b10121)
to ikawrakow/ik_llama.cpp (b166e269, built with the staged pip cu13
toolkit). The model (Ornith-1.5-35B-A3B CRACK Q6_K) is unchanged and the
old binary is kept for rollback.
Runtime changes:
- KV cache quantized to q8_KV with --k-cache-hadamard/--v-cache-hadamard
- --split-mode graph (single-GPU no-op, retained per operator pref)
- migrate ngram speculation to canonical
--spec-type ngram-mod:n_min=48,n_max=64,ngram_size_n=24
(legacy --spec-ngram-mod-* are rejected in ik main)
- N_GPU_LAYERS 999 (ik -ngl rejects the literal "all"); experts stay
pinned to CPU via --override-tensor
Build: GGML_CUDA_FA_ALL_QUANTS=ON + GGML_IQK_FA_ALL_QUANTS=ON mandatory
for the quantized KV cache; recipe + reasoning baked into
docs/LLM/ikllama-ornith.md. Tests and both indices updated.
Caddy v2.11.4's caddyfile adapter rejects 'tls { insecure_skip_verify }'
inside transport http (unrecognized subdirective '{') and also rejects
the handler-level form. The working form, verified live against PMS with
a throwaway caddy (200 OK), is the bare token:
reverse_proxy 192.168.0.235:32400 {
transport http {
tls_insecure_skip_verify
}
}
PMS 1.43.x on :32400 accepts, reads, and silently closes every non-TLS
connection from a non-loopback source (loopback exempt). The plain-HTTP
reverse_proxy therefore got EOF and Caddy answered an empty-body 502.
Both Plex vhosts now dial the upstream over TLS with
insecure_skip_verify (PMS self-signed cert, pinned LAN hop only;
client-facing Let's Encrypt TLS unchanged).
dankware carries two +DefaultRoute links (enp47s0 eth, wlan0 wifi) that
both receive the same DHCP DNS list. systemd-resolved picked a different
'current' resolver per link, so flat-name resolution flapped between the
LAN IP (192.168.0.143 via wlan0/Pi-hole) and the WAN IP (Comcast v6 via
enp47s0).
Pin 192.168.0.143 as the static IPv4 resolver on both NetworkManager
connections (ipv4.method=auto keeps the DHCP address/gateway/route,
ignore-auto-dns=yes uses only Pi-hole, ignore-auto-routes=no keeps the
DHCP routes), then restart systemd-resolved. resolved.conf's own DNS= is
a per-link fallback, so the link must be pinned.
Flat names now resolve to 192.168.0.143 on every query; apex/unknown
subdomains still fall through to Porkbun (71.227.227.172).
The v6 restore commits dropped --chat-template-file and
--chat-template-kwargs while the artifact check still validated the
template file, so the Sharp template was checked but never applied.
Re-add both flags (with --jinja) so reasoning is emitted in DeepSeek
format and preserve_thinking/preserve_reasoning are honoured.
Reformat the script one-flag-per-line with long flag aliases
(--gpu-layers, --ctx-size, --ubatch-size, --cache-type-k/v) like
serve-frank-small, and update the 2 frank_large_config assertions
that grep the old short-flag forms (-ctk/-ctv, -ub).
- scripts/serve-frank-large.sh
- tests/frank_large_config.bats
The pre-commit hook runs scripts/test-changed.sh, which requires a
focused-test mapping for every staged path. The quadlets were moved into
dankclaw/<svc>/quadlet/ but the mapping still only matched top-level
dankclaw/*.container, so any nested quadlet or the pihole addn-hosts/env
data files fell through to the catch-all 'die' and blocked commit.
Add the nested-quadlet mappings (pihole-specific first, then the
dankclaw/*/quadlet/* fallback) plus the pihole data-file paths.
- Place ik's Trellis (IQ*_KT), IQK (IQ*_K), MXFP4, and dedicated fast KV type
Q8_KV in a single high->low bits-per-value table with ROCmFPX TurboQuant KV.
- Mark mainline-provided types (*), KV-native vs weight-family-reused-for-KV.
- Hadamard annotated as a transform on top of a base quant, not a row.
- bpw read from exact ggml block structs (QK_K=256, fp16 scale): type_size x 8 / QK,
verified against the struct comment "6.5625 bits per weight" and the trait table.
Notes where legacy nominal figures (4.0/4.25) diverge.
- AGENTS.md: add benchmark directive (use llama-bench / vllm bench; ask before
rolling your own).
Fan out subagents to compare mainline llama.cpp, charlie12345/ROCmFPX,
and ik_llama.cpp, then add their findings to the project knowledge base:
- docs/Research/Llama Cpp Runtimes.md (positioning + quantization + server fit)
- docs/Research/Llama Cpp Code Diff.md (code-level quant diff, table, recommendations)
- docs/Research/SGLang.md (what SGLang is, comparison, our-boxes fit)
- docs/Research/index.md (Research progressive-disclosure index)
Cross-linked from docs/index.md (root) and docs/LLM/index.md.
AGENTS.md:
- Add Documentation Authoring section: docs/ is an OKF bundle; point doc authors
at the canonical spec in the system-config knowledge base
(~/.pi/agent/docs/references/okf-spec.md), not the orphaned
docs/references/okf-spec.md; consolidate read-index/one-concept-per-file/
progressive-disclosure/citation rules.
- Map AGENTS.md to docs_completeness.bats in the focused pre-commit hook (it was
last committed before the hook existed and had no mapping).
frank-default-large now serves the kingjones Qwen3.8-27B-ROCmFPX-Q8_0-AGENT
model with a standalone MTP draft head (Q4_0), f16 K + TurboQuant V KV cache,
and the Sharp chat template. Context is maxed to 262144 (one slot); reasoning
is on with preserve_thinking + preserve_reasoning in the chat kwargs.
- frank-default-large.env: Q8_0 AGENT model paths, CTX_SIZE=262144, REASONING=on,
REASONING_FORMAT=none, CHAT_TEMPLATE_KWARGS {enable_thinking, preserve_thinking,
preserve_reasoning}
- serve-frank-large.sh: standalone draft-mtp profile (already switched off the
Kairic/PromptForge path)
- download-q8agent.sh: reproducible HF fetch of the three payload files
- docs/LLM/kingjones-q8agent-rocmfpx.md: Q8_0 AGENT runbook
- AGENTS.md: topology + ACTIVE runtime section + TTM/GTT load note
- qwen3.8-strix-optimizations, Dankclaw Improvements: TTM pages_limit now 114 GiB
(applied 2026-08-25), full 262k KV + Q8 payload fit in one slot
- frank_large_config.bats: assert 262144 context, reasoning + preserve_* enabled
The TTM/GTT was raised to 114 GiB (29,883,536 pages) to hold the full 262k KV.
SearXNG queries all ~50 upstream engines from one Gluetun VPN exit IP, so
rate-sensitive engines (Google, DuckDuckGo) answer with reCAPTCHA/429 and
SearXNG suspends the offending engine for hours-to-days, showing up as
"unavailable". Add docs/Dankclaw/SearXNG Providers.md covering: the
suspension model, the two failure modes (CAPTCHA vs selector drift), engine
config (settings.yml engines: list — duplicate google, timeout,
retry_on_http_error, JSON feed), request tuning (outgoing block, UA rotation,
suspended_times — correcting the old rate_limit/useragents blog myths),
routing/proxies (per-engine proxies, dedicated 2nd Gluetun, dedicated IP), and
verification (/json, /config, check.searx.space). Crosslink into SearXNG.md
and index.md.
Replace the retired kingjones ROCmFP4 STRIX MTP payload on Dankclaw with
cafonz/Qwen3.8-27B-ROCmI4-MTP-GGUF (eemin namespace, public), served by the
charlie12345/ROCmFPX llama.cpp build (ROCmI4 W4A4, c49ebdbd) on the Strix Halo
iGPU. Q4_0_ROCMI4 with an embedded NextN/MTP head (no separate draft file);
strict-Qwen MTP n16/p0.60/backend sampling on ROCm0. Binary
/home/dank/rocmi4-qwen38/ROCmFPX/build-rocmi4-w4a4/bin/llama-server; model dir
/home/dank/models/eemin-Qwen3.8-27B-ROCMI4-MTP. Updated serve script + env,
ubatch bench, large-config bats test, docs, AGENTS.md.
3 slots x 229376 (262144 - 32768) = 688128 total context. Updates the
.env, models.json (contextWindow/maxTokens 229376 per slot), and the
index/deployment/ornith runbook references.
- frank-default-small (Dankserver): Ornith-1.5-35B-A3B-CRACK Q8_0, bundled
native draft-mtp (n_max 4), MoE expert FFN tensors pinned to CPU via an
explicit --override-tensor \.ffn_(up|down|gate|gate_up)_(ch|)exps=CPU
(replaces --n-cpu-moe), Qwen-Sharp chat template.
- frank-default-large (Dankclaw): kingjones Qwen3.8-27B-Uncensored-Q6_0
ROCmFP4 AGENT dense GGUF, standalone mtp-Qwen3.8-27B-Q4_0 draft head
(--model-draft, draft-mtp n_max 4), Qwen-Sharp chat template. Drop the
retired PromptForge .pfs sidecar lanes.
- Track scripts/chat-template.jinja (v22.4.0 Sharp) and apply via
--chat-template-file on both services.
- Docs: new kingjones-strix-mtp and dealign-ornith-crack runbook pages;
update index, deployment, and both system specs; models.json names.
Smoke-tested both models on the real hardware on scratch ports before
commit: model loads, MTP draft attaches, Sharp template applies, chat
completion returns.
FTL's generated dnsmasq.conf has no conf-dir: /etc/dnsmasq.d/ is never
read (the 2026-08-24 scratch-name test proved the file was inert; names
only resolved from the query cache). The only file-based local-record
mechanism is hostsdir=/etc/pihole/hosts. Mount the record file there.
Doc: record the pitfall in Pi-hole.md.
Fanned out 5 read-only doc-auditor subagents (one per service group) that
fact-checked the knowledge base against the live system + repo config,
researched official setup docs online, and verified progress. Applied:
- All 34 broken links fixed (real pages / external URLs / correct relative
paths); 0 broken links remain. No .AGENTTRASH links (the 4 mentions are
accurate descriptive text, not links).
- Fact-check fixes: Readarr retired (May 2026), Radarr v4->v6, Calibre
9.2.1 live, Calibre-Web 0.6.25 live, Copyparty v1.20.21, LLM index
ncmoe 38 + 786432 ctx, frank-default-small active (not frank-pp-worker),
Hermes/SearXNG/Grafana hostnames, Loki/Alloy local images, Observability
diagram (Promtail->Alloy), VLLM retired note, DFlash status, benchmark
live-drift notes, Homepage test count 116.
The other vhosts (gitea, grafana, search, ...) now use username 'dankuser'
with CADDY_BASICAUTH_HASH, which is set to the same hash as the homepage
(dankpassword.123). So the whole protected surface logs in as
dankuser / dankpassword.123; the operator /admin/ page still uses frank.
Updated the two tests that asserted the old 'dank' username.
The homepage user page + shared data now use a dedicated CADDY_HOMEPAGE_HASH
(username dankuser), separate from the shared family password (CADDY_BASICAUTH_HASH,
username dank, still used by the other vhosts) and the operator password
(CADDY_ADMIN_HASH, username frank, the /admin/ page). This lets the homepage be
re-logged independently without touching the other sites. deploy.sh renders the
new placeholder; the .env.example documents all three hashes.
The homepage is live on Dankclaw. Update the Status (deployed) and the Auth
section (the handle-block design, the Caddyfile directive-sorting pitfall, the
host /srv/homepage mount, and the container-recreate note). Cross-reference the
agent KB Caddyfile syntax page.
The caddy container mounted the repo's shared/homepage (the static source) to
/srv/homepage. But the deploy writes the generated files (status.json from the
status checker, deployed.js from the deploy) to the host's /srv/homepage. So
the container served the static files (200) but 404'd the generated ones.
Mount the host's /srv/homepage instead, which holds both the static files (the
deploy copies them) and the generated ones.
Caddy SORTS top-level directives, so a 'rewrite' runs before 'basicauth'.
The rewrite changed /admin/ to /admin.html, and the path-based auth matchers
then saw /admin.html (which matched the family 'not path /admin/*' block, not
the operator '/admin/*' block) — so the operator password was checked against
the family hash and 401'd.
Serve each page from its own 'handle' block (which preserves order, so the
auth is checked on the original path before any file rewrite):
- handle /admin* : operator (frank) only, try_files /admin.html
- handle @data : shared data + assets, family (dank) OR operator (frank), so
the admin page's fetches of services.json/status.json reuse the operator
credential
- handle : everything else (the user page), family (dank)
'@admin rewrite ...' is parsed as a one-liner matcher DEFINITION, so it
re-defined @admin and Caddy rejected the config ('matcher is defined more
than once'), crash-looping the container. Per the Caddyfile matcher docs the
matcher token is the first ARGUMENT after the directive: 'rewrite @admin
/admin.html'. The '*' disambiguator is only needed pre-2.8.0. Validated the
rendered config against the porkbun image: 'Valid configuration'.
Two real bugs found on the first production deploy:
- /admin/ 404'd: file_server looked for /srv/homepage/admin/ (a dir), but the
page is admin.html. Add '@admin rewrite * /admin.html' so the /admin/ path
serves admin.html.
- The pages used relative refs (style.css, app.js, services.json, status.json),
which from /admin/ resolved to /admin/... (404). Add <base href="/"> so all
refs resolve to the site root on both pages.
- status.json was written 0600 (root); the checker now chmods it 0644 so Caddy
can serve it regardless of its user.
The homepage deploy's mkdir/cp/write of /srv/homepage ran as the deploy user
and hit 'Permission denied' (/srv is root-owned). Prefix them with the sudo
wrapper, write deployed.js via a temp file + sudo cp, and chmod the tree
a+rX so Caddy can serve it. Run the one-off checker as root too (it writes
status.json into /srv/homepage).
A missing CADDY_*_HASH in the .env made the 'grep | tail | cut' pipeline
return non-zero, which aborted the deploy under 'set -e' before it could warn
and keep the placeholder. Add '|| true' so an absent hash warns instead of
aborting. (The homepage deploy aborted here because CADDY_ADMIN_HASH was not
in the repo-root .env the deploy reads.)
- Homepage.md: status is now 'built, pending deploy' (all assets + checker +
deploy are in the repo, 112 tests green). To go live: add CADDY_ADMIN_HASH
to the target .env, then deploy.sh.
- Homepage Design Grilling.md: the build is complete (all 6 slices, full TDD);
the only remaining step is the operator adding the admin hash + deploying.
- pi log.md: build-complete entry.
Red tests first.
- tests/homepage_deploy.bats: the deploy ships the homepage (assets to
/srv/homepage, the checker timer, both Caddy hashes, deployed.js) and is
git-driven (pulls main); the checker runs as a systemd timer.
- scripts/homepage-status.service / .timer: the checker as a oneshot service
+ a 3-minute timer (Q2/Q35).
- scripts/deploy.sh: the Caddyfile render now substitutes BOTH hashes
(REPLACE_WITH_HASH <- CADDY_BASICAUTH_HASH, REPLACE_WITH_ADMIN_HASH <-
CADDY_ADMIN_HASH). A new homepage step copies the assets to /srv/homepage,
generates deployed.js from the deployed commit's datetime (Q43), installs
the checker timer, and runs the checker once so status.json exists at once.
- tests/llm_units.bats: scoped the three LLM-unit tests to
frank-default-*.service (the homepage unit is a different pattern: it
installs to /usr/local/bin and runs from /srv at deploy time).
Red tests first.
- tests/homepage_caddy.bats: the homepage site block carries a root hash and
a distinct /admin/-scoped admin hash (Q18/Q38), and serves /srv/homepage.
- dankclaw/Caddyfile: the homepage block now uses named matchers -
@user (not /admin/*) with the shared hash, @admin (/admin/*) with the
operator-only hash (REPLACE_WITH_ADMIN_HASH, rendered from CADDY_ADMIN_HASH
at deploy). Both placeholders are distinct.
Red tests first, then the pages.
- tests/homepage_pages.bats: the pages reference the data + theme; no
auto-refresh (Q41); no cursor alteration (Q28); the styling toggle strips
to bare HTML (Q27); the footer shows the last master deployment datetime
(Q43).
- index.html / admin.html: the user and admin pages. A grid of TUI panels,
a summary line, the bare toggle, the deployed-at footer.
- app.js: reads status.json + services.json once (no auto-refresh), renders
one panel per service for the page's category, the toggle, the footer.
- style.css: the terminal TUI theme (green-on-black, phosphor palette,
scanlines) + a ?bare=1 mode that strips to unstyled HTML. No custom cursor.
Functionally verified with a Node DOM shim: 9 user panels, correct summary,
correct footer datetime.
Red tests first (the old services.json was an object, not the new list schema).
- tests/homepage_config.bats: the config is a JSON list; every entry has
name/category/probe; category is user|admin; method is tcp|http; a
showLink entry has a url and a status-only entry does not.
- shared/homepage/services.json: the real fleet. User: SearXNG, ComfyUI,
OpenWebUI, Gitea, Calibre-Web, RomM, Copyparty, Plex, Jellyfin. Admin:
Hermes, Grafana, Prometheus, Loki, node-exporter, alloy, Caddy, dnsmasq,
Gluetun (wip - a tunnel has no simple local port), the two LLMs, mariadb,
valkey, Postgres. Ports confirmed from the repo config (compose/quadlet).
docs fields are empty for now (the /docs/ workstream fills them as each
service goes active).
Red test first: a raw TCP listener that never speaks HTTP must read down
under an http probe (up under tcp), while a real HTTP server reads up. This
test caught a real hang — the backgrounded listener inherited the test
runner's stdout pipe and held it open; fixed by redirecting its output and
killing both listeners in teardown.
scripts/homepage-status.py: probe() now dispatches on method. http does an
urlopen (any HTTP status = up; no connection = down); tcp connects.
The checker is now complete: tcp + http + wip + atomic write + generated_at.
Remaining slices: services.json schema, the pages + theme + toggle, the
Caddyfile (validate + two hashes), the git-driven deploy.
Full TDD (Q36): red test first, then the minimal implementation.
- tests/homepage_checker.bats: seam = homepage-status.py <services.json>
<out.json>. Asserts an open port is up, a closed port is down, a wip
service is wip (not probed), and the output carries generated_at.
- scripts/homepage-status.py: reads the config, probes each backend (tcp,
5 s timeout), skips wip, writes status.json atomically (temp + rename).
Remaining slices: http probe method, services.json schema, the pages +
theme + toggle, the Caddyfile (validate + two hashes), the git-driven deploy.
- Homepage Design Grilling.md: final decision table (Q1-Q43) + the deltas where
the operator changed the recommendation (per-service probe method, 5s timeout,
TUI panels, toggleable styling, no cursor alteration, no auto-refresh, /docs/
path, user-facing docs, git-driven deploy, full TDD, last-deploy footer).
- Homepage.md: updated to the settled design (per-service probe, 5s, TUI panels,
styling toggle, no auto-refresh, /docs/ workstream, git-driven deploy, TDD).
- pi log.md: 2026-08-23 entry recording the settled design and build order.
Build order is unblocked. No homepage code built yet.
- Homepage.md: rewritten to the settled design (single site, user + /admin/
pages, server-side status.json via a 3-min systemd-timer checker, terminal
TUI theme). Added mermaid diagrams: site structure, status states, checker
flow. Recorded the classification (user vs admin; *arr excluded; LLM admin;
backends status-only) and the documented future shift to client-side probing.
- Homepage Design Grilling.md (new): the decision log — settled Q1-Q5 plus 38
open questions (Q6-Q43) across 10 categories, each with a recommendation.
- docs/index.md: link the grilling page (satisfies the index-links-every-page test).
- report/homepage-grilling-2026-08-22.html: self-contained terminal-TUI progress
report (settled decisions, verified stack baseline, overnight processing, work
threads, the open questions, and how to continue).
Baseline recorded: Dankclaw fully up (10/10); the Dankserver media stack is down
(only Calibre-Web + the LLM are up; no .env on the target) — a separate thread.
No homepage code built yet; the design is pending the operator's answers to Q6-Q43.
The explanatory comment contained an unescaped loop-variable token, which
the local shell (set -u) tried to expand while building the double-quoted
remote script ('unit: unbound variable'). Reword the comment.
The relink loop wrapped the source path in single quotes, which shipped a
literal ${unit} to the remote and created a dangling symlink
(/etc/systemd/system/frank-default-large.service -> .../${unit}.service),
so 'systemctl enable' failed with 'unit does not exist'. The path has no
spaces; unquoting lets ${unit} expand on the remote for both source and
destination.
Operator request (2026-08-22): the primary inference server
(frank-default-large, the 27B CIRU model on Dankclaw) moves to the
standard llama.cpp port 7770. Both LLM services now listen on :7770,
distinguished by host (dankserver vs dankclaw).
Functional changes:
- scripts/frank-default-large.env: LISTEN_PORT 52625 -> 7770
- scripts/serve-frank-large.sh: default LISTEN_PORT 52625 -> 7770
- scripts/deploy.sh: LLM_HEALTH[dankclaw] -> :7770
- open-webui quadlet: OPENAI_API_BASE_URL -> 192.168.0.143:7770
(re-pointed so chat keeps working; data dir preserved)
- scripts/bench-fast-greedy.sh: PORT 52625 -> 7770
Tests updated to the new topology (both LLM endpoints on :7770 by host;
open-webui -> :7770). Docs + pi KB updated; dated historical runbooks
keep their point-in-time ports. models.json (pi client) re-pointed to
:7770 separately, effective on the next client restart.
- docs/index.md: LLM Fleet section (all 34 pages linked), merge note,
See Also now internal
- docs/LLM/index.md: retitled, dangling [[Dankserver]]/[[Dankclaw]]
links fixed, sibling section replaced with internal links
- docs/LLM/deployment.md: rewritten for the unified deploy flow,
manual-update paths point at the merged checkout, incident history
kept intact
- Deployment Flow / Dankclaw Stack / Gitea: stale vllmScripts
references and retired-topology notes updated to the 2026-08-22
state
- Historical docs (frank-redo, PP deployment, FastFlowLM) keep their
dated runbook paths as-is (records of retired topologies)
deploy.sh now deploys both workloads per target in one run:
push -> pull on /home/dank/serverAppConfigs -> podman stack steps
(dankclaw) -> LLM unit relink + daemon-reload + service restart ->
homepage health + LLM health (up to 20 min model-load wait).
Sudo: plain sudo on the fleet hosts (passwordless verified
2026-08-22); FRANK_SUDO_PW covers headless runs elsewhere. The
vllmScripts deploy.sh is superseded.
Units: frank-default-{small,large,npu}.service now reference
/home/dank/serverAppConfigs/scripts/... (the merged checkout).
bench-spec-stack.sh: env file path updated to the merged checkout.
Frank