16-marreta.spec.ts (standard project) asserts the user homepage's Marreta
open link actually reaches the Marreta app through the full guard chain
(Anubis PoW -> Authentik SSO -> app), and explicitly NOT the authentik
login flow. Guards the 2026-09-12 incident where marreta-proxy was created
without a linked Application, so the embedded outpost never loaded it and
the homepage link parked on a login wall.
Wires spec 16 into the standard project testMatch. Verified passing live.
The healthcheck added to the loki image was discarded by the build:
'HEALTHCHECK is not supported for OCI image format and will be ignored'.
podman builds OCI by default, and OCI has no HEALTHCHECK field, so the
container came back with no health at all — worse than the failing check it
replaced, because nothing reports the loss.
The build now passes --format docker, and the seam pins it so a future edit
cannot quietly reintroduce an image with no health field.
The loki unit came up 'unhealthy' after the quadlet cutover. Cause: a unit's
HealthCmd reaches podman as CMD-SHELL, i.e. /bin/sh -c, and the loki image is
distroless — no shell exists in it. The busybox command itself works (probed
by hand: /ready answers 'ready'); it was the shell wrapper that could not run.
podman does not accept an exec-form command through --health-cmd either: it
stores a JSON array as one literal argument.
The command therefore moves into dankclaw/loki/Containerfile as a
HEALTHCHECK ... CMD [...] exec form, which is what that image exists for — it
already ships the static busybox solely so a healthcheck has something to run.
podman reads the image's healthcheck when the unit declares none.
The first deploy of the grafana unit failed: 'stat /root/.config: permission
denied', exit 1, restart loop. Cause — the repo-root .env that the compose
service used to pick up is a gluetun env file, and it carries HOME=/root (and
the WireGuard keys). Pointing the unit's [Service] EnvironmentFile at it sets
HOME for the service, so podman looks for its configuration under /root.
grafana now reads /home/dank/Containers/grafana/env, the per-service file the
deployer seeds from dankclaw/.env with a single-variable filter — the same
shape caddy, pihole, copyparty, romm and seerr use. The seed is validated, so
a missing secret fails the deploy loudly instead of starting a container whose
OAuth login cannot complete. The value was copied to dankclaw/.env, which is
where dankclaw/.env.example already documented it.
prometheus, grafana, loki, alloy and node-exporter ran only from
dankclaw/compose.yaml. Rootless podman does not restart bare containers, so
they did not survive the 2026-09-11 reboot for the amd_iommu=off change and
had to be restored by hand — the same gap that had already cost the fleet
Caddy and Pi-hole, which is why the boot-persistence rule exists.
Each is now a rootless Quadlet unit under dankclaw/observability/quadlet/,
installed and dispatched by deploy_observability in deploy-remote.sh, with
the compose definitions retired so only one owner exists per container name.
Images, mounts, arguments and container names are unchanged, so Caddy's
proxies and Prometheus' own scrape config keep resolving.
Two posture changes, both about the unauthenticated surface:
* The three HTTP UIs published on 0.0.0.0 with no authentication of any kind
(Prometheus even with the lifecycle endpoint enabled). They now publish on
127.0.0.1: the browser path is the guarded franksdank.cloud vhost, Caddy
reaches them by name over dankclaw_default, and the host-side homepage
status timer probes loopback. Nothing legitimately used the LAN port.
* node-exporter bound :9100 on every interface; it now binds exactly its two
consumers, loopback (homepage timer) and the LAN address (Prometheus, which
runs in a container and cannot reach the host's loopback).
alloy gains a reachable health endpoint: its UI listens on the container's
own loopback and alloy 1.x refuses a config block for it, so the compose
service had nothing to probe — the homepage status card for alloy read 'down'
continuously. The unit moves the UI with a command-line flag and publishes
127.0.0.1:12345.
grafana keeps its Authentik OAuth client secret without receiving the whole
.env: systemd expands the value from a [Service] EnvironmentFile, which never
reaches the container.
frank-large moves from the kingjones30/ROCmFPX llama.cpp build to
peonist-ai/halogen-flash-server 0.5.8 serving Qwen3.8-Flash-Next (w4b
.hgn 115.55 GiB + quality overlay). Upstream measures this engine at
roughly 4x the prefill throughput of the llama.cpp family on the same
gfx1151 silicon, and prefill dominates any prompt with real context.
Shape: a rootless Quadlet container (dankclaw/frank-large/quadlet/),
engine on container loopback :8730 (never published), OpenAI front-end
:8731 published as host 7770, HALOGEN_MODEL_ID=frank-large so no client
renamed anything. Context 262144, KV pool 262144 positions (~7.2 GiB,
conservative for a shared 121 GiB host), 4 slots, host reserve 24,
vision tower on, weights pinned, all other flags at vendor defaults.
Weights are fetched by HALOGEN_DOWNLOAD on first start into a writable
/home/dank/models/halogen.
The llama.cpp era (unit, env, serve script) is staged in .AGENTTRASH/
rather than deleted; the STRIX payload and the ROCmFPX build stay on
disk as the rollback target. deploy_llm_large becomes a user-quadlet
handler: it retires the old ROOT unit (moving its checkout symlink into
the home trash, never rm) and gates the first start on the download
rather than reporting a failure for a fetch that is working exactly as
designed.
frank-npu is retired in the same change. The kernel cmdline moves from
iommu=pt to amd_iommu=off for the 13-16% of prefill upstream measured,
and that takes the XDNA2 NPU with it: without PASID/SVA the driver
cannot open /dev/accel/accel0 (err=-19). Its five dependent routes are
repointed (Hermes vision -> frank-large, Hermes title generation ->
frank-small, harness vision -> frank-large, tiny -> frank-small, task ->
frank-large:medium) and its provider blocks are removed from both the
harness config and Hermes's live config. Audio input leaves the fleet
with no replacement; image input survives on halogen's vision tower.
Docs: new halogen-flash-server runbook, new IOMMU decision record, and
frank-npu rewritten as a retirement record. AGENTS.md topology, runtime
sections, benchmarking policy (frank-large is a user unit now) and the
harness model-config section are corrected.
Wget-style (no-JS) clients must never receive application bytes from guarded
services: copyparty serves authenticated traffic with anonymous read perms, so
the guard chain is the only boundary between an unauthenticated client and the
file bytes. Assertions target leakage markers in app code (Copyparty UI title,
homepage panel grid, services.json JSON shape), not gate internals, so any
guard-route regression fails the suite while any gate implementation passes.
Also route 15-*.spec.ts into the guest project (empty storage state).
FrankBook-Pro becomes the only *arr/qBittorrent deployment. Every fleet
container (qB + five arrs) now shares gluetun's netns, so all egress —
torrent, indexer APIs, metadata lookups — exits the WireGuard tunnel by
construction (AllowedIPs=0.0.0.0/0); the arrs' own ports publish on the
gluetun unit, none on the arr units themselves.
- dankserver/compose.yaml: remove the six arr services (the Aug 20 compose
copy — never healthy, superseded; config dirs trashed on the host)
- dankclaw/Caddyfile + shared/homepage/services.json: arr vhosts and
probes repoint 192.168.0.235 -> 192.168.0.112 (FrankBook-Pro)
- frankbook-pro units: five arrs join gluetun netns (Wants/After/Network);
gluetun publishes 9696/8989/7878/8686/8787 alongside 8080/6881
- tests/frankbook_quadlet.bats: new VPN egress seam — every arr+qB unit
must share gluetun's netns and publish no port; gluetun must publish the
whole fleet's ports
- deploy-plan.py: gluetun changes carry the whole netns family (a gluetun
recreation kills all six joiners); dankserver compose set loses the arrs
- AGENTS.md: deployment is complete only when unit tests AND the Playwright
E2E suite both pass
Live run against the fleet showed the outpost redirects direct navigation to
auth.franksdank.cloud with the guarded host preserved as redirect_uri, rather
than rendering the flow UI in place. The security property under test is that
an unauthenticated visitor never sees app content; assert that shape (uidField
visible + no leak markers + gate is either in-place or a redirect carrying the
return path) instead of hostname preservation.
14-guard.spec.ts: every authentik-guarded vhost (www, search, romm, files,
seerr, grafana, prometheus, loki) must challenge an unauthenticated direct
navigation; plex is asserted exempt (PMS answers directly, no IdP form).
11-admin.spec.ts: admin direct-nav to grafana/prometheus/loki passes through
with host preserved and no uidField challenge.
frank-default-large -> frank-large (Dankclaw :7770), frank-default-small ->
frank-small (Dankserver :7770), frank-default-sightsound -> frank-npu
(Dankclaw :7771). Units, env files, serve scripts, deploy-plan mappings,
deploy-remote dispatch (stop/disable old units + relink + enable new), and the
test seams move together. Retired frank-default-npu.* artifacts moved to
scripts/.AGENTTRASH/ (tracked-in-history; ignored on disk).
Served aliases become frank-large / frank-small via --alias; the NPU endpoint
serves the whole FLM registry, so its rename changes no served tags.
Evidence from the failed first cutover: podman top shows container root
maps to dank (1000) under UserNS=host rootless (subuid range 100000:65536
cannot express 997), so PUID=997 fell back to root and PMS crash-looped on
write access to its 997:984-owned data root. Fleet model instead: PUID=0/
PGID=0 (container root = dank, same as jellyfin/copyparty data roots) and
deploy_plex chowns /var/lib/plexmediaserver to 1000:1000 inside the
first-cutover block. Zero bytes moved; rollback regains one chown -R
997:984 step, documented in Plex.md. Seam test pins PUID=0/PGID=0 and the
absence of any userns key.
podman 5.7 podman-user-generator on dankserver hard-fails the whole unit on
the unknown key ('unsupported key UsernsMode in group Container'), so the
first cutover attempt masked the native unit and then found no plex.service
at all. Swap both units to UserNS=host (same --userns=host flag), update the
ownership-contract seam test to pin the exact key, and correct both docs.
Pin the seam: the v1 generator rejects unknown Container keys silently at
deploy distance — the test now pins UserNS=, not the misspelled alias.
- deploy_plex(): install unit, stop+mask native plexmediaserver.service on
first cutover (mask, never disable), gate on /identity for 180s
- deploy_tautulli(): install unit, stop+disable snap on first cutover,
seed config.ini with PMS_Web_Host=plex only if absent
- allow-lists (deploy.sh valid_service, deploy-remote.sh service_is_allowed),
planner routing (SERVICE_ORDER, DANKSERVER_SERVICES, quadlet_services),
test-changed cutover case, quadlet seam enumeration + new
userns/PUID=997/PGID=984 ownership-contract test
The loki/grafana/seerr proxy providers were script-provisioned with no
flows and no Application: null flows made the embedded outpost's Rust
deserializer reject the whole config (all guarded vhosts down after any
outpost reload), and the missing apps bounced post-login to authentik's
user UI instead of the app. Backfilled both live; documented the two
provisioning rules and updated the provider inventory. SSO e2e now
asserts the app landing (pathname leaves /if/, no IdP markers in body)
instead of only the hostname.
Seven units installed INSIDE the Mac VM (/home/core/.config/containers/
systemd) by a new deploy_frankbook_stack handler: gluetun (ProtonVPN
WireGuard, env-file credentials, publishes qbit's 8080/6881), qbittorrent
(Network=gluetun.container, verbatim /Volumes data roots, first-boot
config seed with fresh machine-local WebUI password and the Finished
Torrents category), and prowlarr/sonarr/radarr/lidarr/readarr (grab-only,
config migrated from dankserver at provisioning, readarr pinned to
amd64-1.0.980). deploy.sh routes the new target through the ssh-config
alias with REMOTE_SHELL=/usr/local/bin/bash (macOS bash 3.2 lacks
associative arrays); the planner learns FRANKBOOK_SERVICES and the
gluetun->qbittorrent netns pairing; new seam test pins the contract.
The cutover unit joined dankserver_appnet but dropped the compose-era
0.0.0.0:3923 mapping (live inspect: bridge, 3923 published), so
copyparty listened inside the netns while the host refused. New seam
asserts every host-facing port matches the pre-cutover PortBindings:
romm 8085->8080, jellyfin 8096, calibre-web 8083, copyparty 3923.
The podman 5.x v1 quadlet generator rejected the whole jellyfin unit on
the unsupported Device= key (generator log: unsupported key 'Device' in
group 'Container'), so no jellyfin.service was generated and the cutover
restart failed with 'Unit not found' after the data root had already
migrated cleanly. gluetun proves AddDevice= is the house key. New seam
test denies Device= across all six dankserver units and pins the
AddDevice=/dev/dri replacement.
Cutover of the six surviving dankserver services from compose-era bare
containers to boot-persistent Quadlet units (WantedBy=default.target; podman
5.x v1 generator honors it at user-manager start).
Units are faithful to live inspect ground truth (image pins = running tags,
not compose inventory):
- romm trio shares one data root: /home/dank/Containers/romm mounted whole at
/romm; mariadb datadir and redis data dir live inside it. Aliases mariadb/
redis preserved on dankserver_appnet via Network=...:alias=. Secrets stay in
the host-local env file (EnvironmentFile + ${VAR} expansion in the generated
ExecStart, gitea precedent). copyparty passes its admin account via
Exec=-a ${COPAY_ACCOUNT}:${COPAY_PASSWORD} (Exec= not Command=: the v1
generator hard-fails on Command=); entropy stays rw only there.
- jellyfin keeps every creation-time env as Environment= lines (zero drift);
Device=/dev/dri + GroupAdd=keep-groups preserve hardware transcoding.
- calibre-web pins the exact running image tag (id 986277563e76 =
0.6.27-ls397), pasta network preserved.
Deployer: first-cutover handlers retire the old container, rescue unshadowed
anonymous-volume content (podman volume export + tar --skip-old-files), mv
data roots on the same fs, then start units in dependency order with health
gates. Re-deploys restart only the selected unit. deploy-plan.py maps compose
keys mariadb/redis to the new unit names; allowlists updated. New seam test
tests/dankserver_quadlet.bats pins boot-persistence + v1-generator contract;
test-changed.sh maps the new dirs to it. Full suite green (209 tests).
Every Caddy-proxied service is now either behind the auth chain or
explicitly internal-only, with the provider-first flip procedure codified.
The comfyui GPU-access seam test now asserts the deployed contract
(group_add keep-groups + udev MODE 0666 on kfd/renderD*) instead of the
pre-fix 'video' group assumption.
The redirect-to-flow design with an absolute cross-host next= was rejected by
the flow's open-redirect guard at completion ("Request has been denied:
Invalid next URL"), and meta-header routing does not exist in this build
(providers route on the ORIGINAL Host). :8016 now proxies every request whole
to authentik-server:9000 preserving Host; the embedded outpost serves login
in place and forwards authenticated traffic back to :8017. Requires one proxy
provider per guarded host (provisioned live: search/hermes/prometheus/romm/
files + www, flows backfilled). Tests flipped from the meta-header claim to
the upheld contract: Host preserved, no absolute next= redirects.
The proxy provider matches external_host exactly, so Host=www matched zero
providers and Authentik answered its error page while the naked domain
served the homepage. Flip the topology: www.franksdank.cloud is the one
guarded vhost carrying the homepage through Anubis -> Authentik -> :8017;
franksdank.cloud (plus legacy names and the bare-IP catch-all) 308-redirects
onto www before any challenge. Tests flipped to assert the new contract.
The forward_auth target /outpost.goauthentik.io/auth/caddy does not exist
in authentik 2026.8 (verified live: 404 for every header combination; the
URL tree has no outpost auth prefix at all — the outpost worker dials back
to core over ws/outpost/<uuid>/ instead). Unauthenticated subrequests got
404, Caddy treated >=400 as 'not authenticated' and redirected browsers to
the dead path — users saw authentik's own Not-Found page.
Fix: guarded vhosts now proxy the whole request through authentik-server:9000
with X-authentik-meta-outpost/-provider/-app headers (the exact header set
this build's Traefik controller emits, adapted for Caddy). Unauthenticated
clients get the login flow served in place; once a session exists,
authentik proxies on to the provider's internal_host — now
http://caddy:8017, a new post-auth internal listener that routes straight to
the app. The chain terminates; nothing dials back into authentik.
Live DB changes applied alongside (postgres is the source of truth):
provider pk=1 authentication_flow=default-authentication-flow (was NULL —
the actual cause of the 404s) and internal_host=http://caddy:8017 (was
self-referential http://authentik-server:9000).
Three compounding deploy-handler bugs found by live deployment:
- podman image exists/pull used a mixed-case ghcr.io ref that podman's
reference parser rejects before any network I/O (repository name must be
lowercase); all refs now lowercase — ghcr resolves case-insensitively.
- the unit runs the image under a localhost/ alias tag: this host's podman
5.7 quadlet path fails container create with 'image not known' for
registry-prefixed refs even when present in storage (verified live).
- the health probe was shell-form and the distroless ko-build image has no
shell; HealthCmd is now a JSON exec-form array, which passes through the
quadlet generator's argv assembly verbatim.
Tests updated to assert the alias-tag reality plus the pull guard.
podman's reference parser rejects mixed-case repository refs before any
network I/O ('repository name must be uppercase'); upstream's own install
docs pull lowercase (ghcr resolves case-insensitively). The first deploy
of this chain exit-2'd on that parse error — the image was not yet
pulled, so the guarded vhosts 502 until this deploy lands.
Bots and AI scrapers hit the SSO-fronted vhosts and eat Authentik auth
work for 403s. Anubis verifies clients first: DENY for known AI scraper
UAs, JS challenge for everyone else; verified traffic resumes the normal
Authentik forward_auth chain on Caddy's internal listener (:8016).
Chain: client -> Caddy (TLS) -> Anubis :8923 (verify) -> Caddy :8016
(auth + routing resumes; Host survives both hops) -> app. Reverse-proxy
through Anubis, not forward_auth: at the pinned tag a CHALLENGE answers
HTTP 200 + HTML, and forward_auth treats 200 as "authenticated" — the
page would pass through unchallenged. Exempt by construction (never
routed through Anubis): plex (plain HTTP legacy), auth.* (IdP login
must be reachable ungated), gitea (git smart-HTTP clients cannot solve
JS challenges), and every app with its own login.
Pinned ghcr.io/TecharoHQ/anubis:v1.13.0 — the tag was source-verified
before pinning: at this tag the policy parser is JSON-only with a
minimal bots[] schema (no imports, no CEL expressions), flags are the
config surface via flagenv (TARGET/POLICY_FNAME map to --target/
--policy-fname), and the image's exec-form HEALTHCHECK is inherited by
the quadlet unit (dodges the v1 generator's HealthCmd space-split quirk).
Rollback nuance: stopping anubis 502s everything behind the chain (the
public listeners proxy through it); a true rollback is reverting the
Caddyfile and redeploying, not just systemctl --user stop anubis.
The compose-era authentik trio died at every boot (rootless podman does not
auto-start bare containers). Convert the trio to Quadlet units installed by
deploy-remote.sh into ~/.config/containers/systemd/, enabled + WantedBy=
default.target:
- 3 unit files under dankclaw/authentik/quadlet/ (postgres -> server -> worker
ordering via Wants=/After=; secrets stay in the git-ignored host .env,
expanded by systemd at start time exactly like the gitea units)
- deploy_authentik() handler: install units, daemon-reload, retire stale
compose-era containers only while units are inactive, enable once, then
start in dependency order with podman-health gates between stages
- compose.yaml: authentik service definitions retired to a comment pointing at
the quadlet dir (same pattern as searxng/open-webui/gitea/caddy)
- tests/authentik.bats rewritten from compose assertions to unit-file
contract assertions (images, Exec roles, ordering, loopback-only publish,
pg_isready probe, secret hygiene, dispatch routing)
All in-repo path references (AGENTS.md, README, old scripts, report artifacts,
test code paths) rewritten in the same commit; focused-test map extended for
.gitignore, old/scripts/*, dankclaw/comfyui/*, and report/* per this repo's
own convention ('add one before committing'). Obsidian wikilinks are
title-based and unaffected.
podman's quadlet generator creates the default.target.wants symlink from
the unit's [Install] section at every user-manager start (is-enabled
reports 'generated' for all healthy quadlets, pihole included). An
explicit 'systemctl --user enable caddy.service' fails with 'transient or
generated' and aborted the deploy after the unit was already installed.
systemd-sysctl applies /etc/sysctl.conf AFTER all of sysctl.d/, so the
stale ip_unprivileged_port_start=80 line there beat every drop-in and kept
the runtime value at 80 after the first deploy pass. deploy_pihole now
comments out an active line in /etc/sysctl.conf (idempotent) and generalizes
the sysctl.d conflict scan to any file setting a value above 53.
Caddy left compose.yaml for a quadlet unit (caddy.service): joins
dankclaw_default for container-name upstreams, Pull=never for the local-only
image, Porkbun credentials via /home/dank/Containers/caddy/env written by
deploy from .env, bare-IP-catch-all health check. deploy_caddy installs,
enables, and starts the unit after retiring the bare container (state is in
host volumes).
Pi-hole: the repo now owns the sysctl drop-in
(dankclaw/pihole/sysctl/99-dnsmasq.conf, ip_unprivileged_port_start=53);
deploy_pihole installs it to /etc/sysctl.d/, stages conflicting later-sorted
drop-ins in the home trash, and applies 'sysctl --system' (the boot code
path). This fixes the 2026-08-26 crash loop (port-53 bind denied, restart
counter 1645) caused by a second drop-in resetting the value to 80.
Tests: new caddy_quadlet.bats seam; caddyfile/deployment_flow assertions
repointed from the removed compose service to the quadlet; pihole.bats pins
the sysctl drop-in and its deployment; test-changed.sh routes dankclaw/caddy/
and the pihole subtree to their seams. Docs: Caddy, Pi-hole, Dankclaw Stack,
work log.
--ctx-size is the total pool divided among --parallel slots, so with
PARALLEL=3 the 160k target must be a 491520 pool (163840/slot) to
actually deliver 160k context per slot. Env, serve default, bats updated.
Reconfigure to 3 parallel 160000-ctx slots (was 1 slot). KV cache is
now asymmetric: K at q8_0, V at q5_0, both with Hadamard. The 3 slots
triple the KV, so expert blocks 27-34 are pinned back to CPU (freed
~8.7 GiB) leaving output-adjacent 35-40 on CUDA. Q8_0 model,
split-mode none, spec disabled (ik limits spec to 1 slot). AGENTS.md:
drop the scratch-port rule (test/bench processes cannot share the
single GPU with the running service anyway). Env, serve script, bats,
docs updated.
Switch to CRACK Q8_0 model (37.8 GB, mmproj f16). Servt as a single
160000-ctx slot (PARALLEL=1); speculative decoding stays disabled. KV
cache is q6_0 + Hadamard. iq5_k is not a valid KV-cache type in ik_llama
(cache whitelist excludes iq5_*); q8_KV reproduces the ggml.c:5427 view
assert even at PARALLEL=1/no-spec, so q6_0 is the verified working 6-bit
choice. Env, serve script, tests, and KB updated. Deployment was left
down after the isolation test; this commit redeploys it with the
verified Q8_0/160k/q6_0 config.
Fused MoE (fused_moe / fused_up_gate / fused_mmad) is on by default in
ik_llama - no flag needed; only -no-fmoe disables it. Slide two more
expert blocks (28,29) from CPU onto the RTX 3090 (~1.26 GiB) for the
fused-MoE run, leaving ~1.6 GiB headroom. Update override regex, test,
and KB (including a note that the headroom is now tighter than the
2-3 GiB ideal).
--jinja: ik_llama only renders a custom --chat-template-file as real Jinja
when --jinja is passed (inputs.use_jinja ? apply_jinja : non-jinja
fallback). Without it the Qwen-Sharp template's thinking/image/tool
formatting is silently dropped. Add USE_JINJA=1 -> --jinja.
Experts: the RTX 3090 had ~5.4 GiB headroom; pull expert blocks 30,32,33,34
back to CUDA (each block ~630 MiB) from CPU for lower latency. Update the
OVERRIDE_EXPERT regex, its test, and the KB with the headroom-check note.
ik_llama limits speculative decoding to a single server slot (-np 1) and
hard-exits at load if a spec stage is configured with --parallel > 1:
"Speculative decoding is currently limited to a single server slot
(-np 1)." This service keeps PARALLEL=3 (one slot per user), so set
SPEC_TYPE=none to disable speculation. It is a low-parameter MoE (3B
active of 35B), so throughput is fine without it. MTP stays disabled.
KB and tests updated.
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.