Files
serverAppConfigs/serverAppConfigs-docs/LLM/halogen-flash-server.md
T
Frank 0c5e054fb8 frank-small: SGLang MiMo-V2.6-Distill-Qwen-9B INT8 (qwen3_5 hybrid, RTX 3090)
Replaces llama.cpp Gemma4-12B-QAT (payload + binary retained as rollback).
SGLang in a self-contained python3.12 venv with an extracted CUDA 13.0
nvcc toolchain for the sgl-kernel/flashinfer JIT.

Shape: fp8 KV, pinned 606,208-token pool / 4 x 151,552 slots, bf16 mamba
states pinned at 32 slots (the engine autofills the ssm pool to a fixed
~5.1 GB regardless of dtype), eager prefill (no headroom for graph
capture), no spec decode (the checkpoint ships no mtp.* tensors despite
mtp_num_hidden_layers=1 — NEXTN drafts with an uninitialised 4.24 GiB
ghost at 0% acceptance).

Verified: 83.9 tok/s decode, 170k single prompt, 4 concurrent 54k
requests, vision (in-checkpoint tower), reasoning_content field.
2026-10-01 06:55:48 -07:00

28 KiB
Raw Blame History


type: reference title: halogen-flash-server on Dankclaw (frank-large) description: The active frank-large runbook — peonist-ai/halogen-flash-server 0.5.8 serving Qwen3.8-Flash-Next (w4b) on the Dankclaw gfx1151 box: container shape, deployed flags, the memory model, the client contract, and the failure modes worth knowing. tags:

  • llm
  • halogen
  • dankclaw
  • frank-large
  • strix-halo
  • gfx1151
  • qwen4exp
  • rocm timestamp: 2026-09-13

halogen-flash-server on Dankclaw (frank-large)

ACTIVE again since 2026-09-16, and retuned. It replaced the llama.cpp / kingjones30-ROCmFPX STRIX deployment on 2026-09-11 (see kingjones-strix-rocmfp4), was displaced for two days by ik_llama.cpp (see frank-large-ik-uncensored, the current rollback), and came back as the shape the fleet asked for: two 200k-token conversations rather than the native-context pair. Deployed as a rootless Quadlet container, dankclaw/frank-large/quadlet/frank-large.container, port 7770. The RTX 3090 it does not touch now belongs to frank-small-qwen38-gsq-rco.

The engine is a from-scratch serving runtime for the Qwen3.8-Flash-Next architecture on AMD's gfx1151 (Strix Halo) — the same silicon this host runs. Upstream's own comparison table measures it at roughly 4x the prefill throughput of the llama.cpp-family runtimes it ships against (EngramHalo.cpp, ROCmFP4, CIRU-IU4) on a 32K prompt, and prefill is most of the wall clock on any prompt with real context. That, not decode, is the reason for the swap.

Shape

One container runs both halves of the stack:

half port reachable
engine 8730 container loopback only — unauthenticated, never publish it
OpenAI front-end 8731 published as host 7770

The all mode is upstream's default and the shape a single-container host wants: the front-end talks to the engine over loopback inside the container, so there is one process tree, one log, and one published port.

HALOGEN_MODEL_ID=frank-large sets the id reported at /v1/models, in /health, and in every response body. Requests are never rejected for naming a different model — the server serves whatever asks. Keeping the fleet alias is therefore free, and it means Hermes, the harness config, the OpenWebUI discovery, the services.json probe and the docs needed no rename.

Weights

peonist-ai/halogen-qwen3.8-flash-next (HuggingFace, public and ungated):

file size role
qwen38-flash-next-w4b.hgn 115.55 GiB the checkpoint
qwen38-flash-next-w4b.overlay.hgn 2.40 GiB quality sidecar — picked up automatically; the engine warns at startup if it is missing. Refreshed 2026-09-16: the sidecars are versioned in place, so a stale local copy is invisible from its file name — this one had read 2.31 GiB since it was first fetched while the Hub had moved on
qwen38-flash-next-vision.hgn 0.84 GiB vision tower (see below)
tokenizer/ ~21 MB flat tokenizer dir; found beside the checkpoint, so no extra mount

HALOGEN_DOWNLOAD fetches the whole repo into the bind mount on first start only — the entrypoint acts only when the checkpoint is absent, so a restart never re-downloads, and huggingface_hub resumes an interrupted pull. The mount must be read-write for this. Roughly 127 GB; on Dankclaw it lands in /home/dank/models/halogen.

Refreshing the weights. Delete the mount's contents (or the whole directory, then recreate it empty) and start the unit: the entrypoint sees the checkpoint absent and re-fetches the repo, resuming if interrupted. Two traps. First, the bind mount's source directory must exist — podman refuses the container with Error: statfs /home/dank/models/halogen: no such file or directory and the unit loops on Restart=on-failure; mkdir -p the empty directory and the fetch starts on the next start. Second, "refresh" only means "fetch what the Hub has now": on 2026-09-16 the re-fetch brought newer sidecars (overlay.hgn 2,477,677,120 → 2,572,466,560 bytes, overlay-speed.hgn 2,383,306,048 → 2,478,095,488) while the checkpoint returned byte-identical in size (124,068,083,904) — so an update can live entirely in the sidecars, and equal file sizes are not proof of an unchanged repo.

overlay-speed.hgn (2.31 GiB on the Hub; 2.22 GiB before the 2026-09-16 refresh) comes along with the repo but is unused: it trades the o_proj calibration for about 2 % of decode, and the quality sidecar is the default for a reason.

Deployed flags

Everything else is configured by environment variable — there is no config file, and the flags are read once at startup. These are the departures from upstream's defaults:

flag value why
HALOGEN_MODEL_ID frank-large fleet identity; no client rename
HALOGEN_CTX 200192 set 2026-09-16: exactly half the pool, so two conversations of the full window are always resident. Not a round 200,000 — pool/2 is. The model's native window is 262,144, so this is a real reduction in the per-conversation ceiling, and a client asking for more gets a 400 (never a silent truncation). The harness declares 200192 for frank-large
HALOGEN_KV_POOL_POSITIONS 400384 retuned 2026-09-16 (from 401,408): 2 x 200,192. Reserves ~11.0 GiB of KV, confirmed by the boot ledger as 400384 positions, ~27.2 GiB (16.2 GiB of it for everything but the pool, at max_tok 24576) against a 33.5 GiB device budget — no clamp. Slots still oversubscribe the pool for any real request (admission reserves prompt + max_tokens), so a near-full pair that is both generating is pool-bound. HALOGEN_KV_POOL_FIT guards the boot: read the ledger, not this column
HALOGEN_KV_SLOTS 2 lowered from 3 on 2026-09-16 — one slot per half of the pool, and two is the fleet's shape now that Dankclaw serves two endpoints. Each slot is 111.0 MiB of O(1) state, so this hands ~111 MiB back as well
HALOGEN_MAX_TOK 24576 halved from the 32768 default on 2026-09-16 for frank-small, its co-tenant on the same host. The arena's variable term goes 8.40 x 2 → 8.40 x 1.5, handing ~4.2 GiB back at roughly a 4-5 % prefill cost — the same lever at 16,384 costs 8-9 %. The vendor's own notes call 24,576 the largest arena that allocated with headroom to spare, so it stays inside their tested range. 65536 still cannot boot. It sizes a per-call PREFILL CHUNK, not the prompt ceiling: a 200k conversation is prefilled in arena-sized pieces
HALOGEN_HOST_RESERVE_GIB 20 raised from 15 with the same retune, because the arena shrank: budget = 121.2 − 67.7 − 20 = 33.5 GiB against a measured need of ~27.2, so the fit check kept ~6 GiB of margin and did not clamp. It is not an allocation: raising it cannot return memory to the host, only take the pool away (see the ceiling section below)
HALOGEN_VISION_TOWER unset removed 2026-09-16. The tower charges 1.97 GiB against the same device budget as the pool and the arena, and the fleet's image path moved to frank-small-qwen38-gsq-rco (llama.cpp with --mmproj). This server refuses image content parts, and models.yml declares frank-large text-only to match
HALOGEN_DOWNLOAD peonist-ai/halogen-qwen3.8-flash-next first-start fetch
HALOGEN_VERBOSE 1 verbose engine logging — the fullest startup account, on permanently so an incident report needs no restart-into-debug

Everything else is upstream's default, deliberately: prompt cache mode 2 (two entries per conversation — end-of-system-prompt and end-of-history — which already covers the shared-prefix case), HALOGEN_CACHE_INPLACE=1 (the snapshot stays ~115 MiB at any depth), the speculative drafter 1 (byte-identical at temperature 0, and it stands down whenever a second conversation is generating), the quality sidecar, HALOGEN_ADMIT_CHUNK=0 (a non-zero value gives up the byte-identity property), and the default HALOGEN_MAX_TOKENS_CAP=65536.

Memory model

Three numbers explain the whole box:

  • ~68 GiB pinned weights. The checkpoint is mapped and registered with the GPU in place, never copied. The kernel counts the locked pages as reclaimable file cache, so free, MemAvailable and every dashboard built on them overstate free memory by the size of the model. The server prints the corrected figure at startup; believe that line, not Grafana.
  • ~28 KiB per KV position (measured: 262,144 positions = 6,656 MiB of KV, ~7.2 GiB with block scratch), plus the prefill arena. The 2026-09-16 ledger reads the two together in the engine's own words: 400384 positions, ~27.2 GiB (16.2 GiB of it for everything but the pool, at max_tok 24576) — so ~11.0 GiB of pool and 16.2 GiB of arena, working slack and (no longer) a vision tower. The engine's device-side budget stops at roughly 47 GiB on a 128 GB machine with the weights pinned — and lower on a machine carrying more besides this server, which Dankclaw is.
  • HALOGEN_HOST_RESERVE_GIB is what is left for the page cache the lookup table is read through. Too little and long prompts crawl with the disk busy and the process in uninterruptible sleep — that is a cache problem, not a memory problem, and the fix is a smaller pool, not a bigger one.

HALOGEN_KV_POOL_FIT=1 (default) measures that budget at startup and lowers the pool itself if the configured one will not fit, printing what it chose. Read those lines on every restart; they are the ground truth for sizing.

Measured ledger, seven restarts, read live 2026-09-12. The engine's own startup account, including three deliberate experiments:

pool max_tok reserve KV arena need budget verdict
262144 (baseline) 32768 24 7.2 20.6 29.8 29.5 boots 0.3 over — prints no sizing lines
524288 16384 24 14.4 12.2 28.6 29.5 fits, 0.9 spare
524288 32768 24 14.4 20.6 37.0 29.5 clamped to 262144, deploy still green
524288 65536 24 — 37.3 46.5 29.5 OOM — will not boot
524288 32768 15 14.4 20.6 37.0 38.5 deployed — both features
524288 32768 16 14.4 20.6 37.0 37.5 fits, footprint unchanged — see the ceiling below
400384 24576 20 11.0 16.4 27.2 33.5 deployed 2026-09-16 — ledger need 27.2, no clamp
401408 32768 15 11.0 20.6 33.4 38.5 2026-09-13 → 09-16, superseded by the retune

The sizing rule

One budget covers the pool, the arena and the vision tower together:

device budget = host RAM - resident weights - HALOGEN_HOST_RESERVE_GIB
              = 121.2    - 67.7             - reserve
                                    reserve 24 -> 29.5 GiB
                                    reserve 15 -> 38.5 GiB

need = KV (28 KiB/position) + arena + vision (1.97 measured)
arena = 3.80 GiB + 8.40 GiB x (HALOGEN_MAX_TOK / 16384)

The 121 the engine prints is rounded down from MemTotal 127104060 kB = 121.2159 GiB, so subtracting the displayed figures gives 29.3 rather than 29.5. Use the unrounded value. Two of the three terms are fixed hardware and checkpoint facts; HALOGEN_HOST_RESERVE_GIB is the only one you own — which buys the fit margin, not the host's memory. It is a term in this inequality, not an allocation, and the section at the end of this page shows the live test that proves it.

Trust the engine's printed requirement over this model wherever they disagree: a boot clamped at reserve 24 stated 524288 positions need ~35.0 GiB (plus 1.5 of margin), i.e. budget >= 36.5, against a modelled 37.0 here. Close enough to plan with, and the authoritative number to cut the other way.

The arena term is linear in HALOGEN_MAX_TOK and predicts every measured point to 0.1 GiB — including upstream's three published "on the device" figures (524,288 → ~35, 786,432 → ~42, 1,048,576 at max_tok=16384 → ~41), which are pool + arena totals at the default max_tok, not pool alone. That is why their largest pool "needs HALOGEN_MAX_TOK=16384": at 32768 a 1M pool would be 49.4. Reading those figures as pool-only is the trap that makes a doubling look affordable when it is not.

At the baseline reserve of 24 the doubled pool leaves 29.5 - 1.97 - 14.4 = 13.1 for the arena, so max_tok <= 18,130 and 16384 is that reserve's ceiling, not a conservative setting. The corner check agrees: at 32768 only 7.0 GiB is left for the KV, ~254k positions, and the pool drops back toward 262144. Cut the reserve to 15 and the same arithmetic gives 38.5 - 1.97 - 14.4 = 22.1 for the arena — max_tok <= 35,700, which is exactly why 32768 now fits unmodified.

What the reserve actually costs

The device budget is not the whole story. Memory position by configuration (401,408 is the 2026-09-13 deployed row, read from its boot ledger):

config held host left contiguous 2 MiB blocks
262144 / 32768, reserve 24 96.3 12.1 GiB 2081
524288 / 16384, reserve 24 94.6 13.8 GiB 3742
524288 / 32768, reserve 16 103.5 7.1 GiB 293
401408 / 32768, reserve 15 100.0 9.1 GiB 1396
400384 / 24576, reserve 20 95.4 14.7 GiB 475

At the doubled setting (2026-09-12) the server held 103.5 of 121 GiB and the engine volunteered the stall note. It did not print it at the 401,408 trim, and it prints it again after the 2026-09-16 retune. Three data points, and they do not line up with a "free memory below X" reading: 310 blocks printed, 1396 did not, 475 did. So treat the note as "the machine is tight" and read the host memory left line rather than waiting to be told:

halogen: NOTE this server now holds most of the machine, and 310 contiguous
2 MiB blocks remain. It runs best on a host of its own. If other large
processes share this machine they will compete for what is left, and when it
runs out BOTH they and this server can stall for minutes at a time at full
CPU with no disk activity and no output, which is not a crash and needs no
restart.

That is the failure mode to watch, and it is the least diagnosable of the three: not a silent clamp, not a boot refusal, but a minutes-long freeze that looks like a hang, for the neighbours as much as for frank-large. free is useless for spotting it — MemAvailable still reads ~74 GiB because the page cache counts as reclaimable. Watch the host memory left for everything else line and the contiguous-block count at boot instead.

28 co-tenant containers (~4.3 GiB working set) stayed up through the change, so it is survivable.

The reserve cannot buy air — ceiling 16

The last row above is the experiment that proves it. Raising the reserve from 15 to 16 left held and host left byte-for-byte identical (103.5 / 7.1 GiB). HALOGEN_HOST_RESERVE_GIB feeds the fit-check budget and is not an allocation; the actual footprint is weights + KV + arena + vision, none of which the reserve touches. So the knob has exactly two regimes:

reserve budget vs required 36.5 effect
15 38.5 +2.0 deployed
16 37.5 +1.0 no change to footprint, thinner margin — pointless
17 36.5 +0.02 knife edge, inside the noise of the 67.7 term
18 35.5 −1.0 clamps the pool to 262144
24 29.5 −7.0 clamps the pool to 262144

The 36.5 requirement is the engine's own, read from a clamped boot: 524288 positions need ~35.0 GiB (plus 1.5 of margin). Above 16 the only thing a bigger reserve can do is take the doubling away.

To actually free host memory, change the pool or the arena, and the reserve then becomes free to rise: HALOGEN_KV_POOL_POSITIONS=262144 hands back 7.2 GiB from the doubled pool, HALOGEN_MAX_TOK=16384 hands back 8.4. Both are one-line edits that the fit check will confirm on the next boot. The 2026-09-13 trim to 401,408 was this remedy applied at half strength — HALOGEN_MAX_TOK untouched, and on the host-left metric it bought +2.0 GiB with a 4.5x improvement in contiguous blocks (310 → 1396), less than the modelled 3.4 because the engine holds the freed KV as working slack.

The WARNING line only appears when the fit check had to move

This one cost me a wrong conclusion, so it is worth stating plainly. When the configured pool already fits, the engine reserves it and prints nothing — the 09-11 baseline boot goes straight from the pre-flight line to checkpoint: mapped with no kv pool: sizing block at all. The sizing block and its WARNING even 262144 positions ... host RAM cannot spare it appear only after a clamp.

So the absence of a warning in old logs is not evidence of headroom. Both 262144/32768 rows above need 29.8 against a 29.5 budget — 0.27 over — and the baseline has lived in that state since it was deployed without incident, because the 24 GiB reserve is itself generous (the host reports 12–14 GiB free at that point). The engine's budget is a conservative floor, not a hard wall.

Two failure modes, and only one is dangerous

Raising max_tok past the ceiling does not shrink the pool — the arena alone outgrows the budget, and the server cannot allocate at all:

kv pool: 524288 positions need ~51.7 GiB ... LOWERING THE POOL TO 262144 (~44.5 GiB).
kv pool: WARNING even 262144 positions (the context, the smallest pool that can
         serve one request) needs ~44.5 GiB and host RAM cannot spare it.
dmalloc: FAILED requesting 0.250 GiB after 39.970 GiB in 566 allocations (out of memory)

This is the quiet one: the unit stays active, the container reports Up (starting), and deploy.sh sits in its health wait for the whole LLM_WAIT rather than failing fast. It confirms upstream's warning that a large HALOGEN_MAX_TOK means "the server will not start", not "it will be slower".

Under-running the ceiling is far more benign and far easier to miss. At 524288 with the arena back at 32768, HALOGEN_KV_POOL_FIT lowered the pool and deploy.sh still reported healthy in 12 seconds:

kv pool: 524288 positions need ~35.0 GiB (plus 1.5 of margin) and host
         RAM cannot spare it. LOWERING THE POOL TO 262144 (~27.8 GiB).

A green health check does not mean the pool you asked for is the pool you got — read the kv pool: lines after every restart.

The 47.7 GiB n-gram lookup table is never held in RAM; it is read through the file cache. The 2.0 GiB the firmware carves for the iGPU appears in no /proc/meminfo figure at all.

Co-tenancy. HALOGEN_FLASH_PIN_TRUNK=1 (default) is what the published decode numbers were measured with, and it means this container holds most of the host. If a co-tenant then takes the remainder, both it and the engine can stall for minutes at a time at full CPU with no disk activity and no output. That is documented behaviour, not a crash, and it needs no restart. HALOGEN_FLASH_PIN_TRUNK=0 gives the memory back and costs several times the decode speed — a last resort, not a tuning option.

Client contract

The differences from llama.cpp that bite are all in the request, not the deployment:

  • No server-side sampler defaults. temperature absent or 0 is greedy decode; above 0 the request samples on the same drafter. Supported fields: temperature, top_p, top_k, min_p, seed, presence_penalty, frequency_penalty, logit_bias, logprobs. Refused with a 400: top_logprobs, logprobs with stream: true, n > 1, and any value outside its defined range (values are refused, never clamped). The fleet runs greedy for clients that stay silent — deterministic, and byte-identical with the drafter.
  • The token budget covers thinking. The default is 8192, and a budget that runs out mid-thought returns finish_reason: "length" with an empty content and the partial reasoning in reasoning_content — which most clients do not display. Above the cap (HALOGEN_MAX_TOKENS_CAP, 65536) a request is a 400 rather than a silent truncation. max_tokens, max_completion_tokens and max_output_tokens all work and must agree if more than one is sent.
  • A budget above (window − compaction-threshold) is a guaranteed 400 zone. The fit check (prompt + max_tokens <= HALOGEN_CTX) refuses, and the harness only compacts at its own threshold — with OMP at 70 % of a 200,192 window (140,134), any prompt in (136,192, 140,134] with a 64,000 budget overflows the window while sitting below the compaction trigger. That collided live on 2026-09-17 (prompt 138,898 + 64,000 = 202,898 > 200,192). The fix is harness-side: keep the declared maxTokens at or under window − threshold (57,344 chosen) so no pre-compaction request can miss the fit check. Do not fix it by raising HALOGEN_CTX past pool/2 — that breaks the two-resident-conversations property.
  • reasoning_effort is accepted at the top level and inside chat_template_kwargs: minimal, low, medium, high, xhigh. The model's default is xhigh. minimal aliases the template's low and still reasons; enable_thinking: false turns thinking off; preserve_thinking is honoured. preserve_reasoning is a 400 — it is the llama.cpp-era key.
  • /v1/models, /health and completions all report the served id, and reasoning_content carries the reasoning trace.

Pool admission is the one arithmetic trap. A request reserves its prompt plus max_tokens positions when it is admitted; if the pool cannot hold it the request waits in arrival order, and after the queue timeout (3600 s) it gets a 503 engine_busy. A prompt large enough that prompt + budget exceeds the pool can therefore never be admitted at all. The 2026-09-16 shape is a 400,384-position pool with HALOGEN_CTX 200,192 and two slots: two conversations at the ceiling fit the pool exactly, so a pair that is both near-full and both generating is pool-bound — the second waits for the first to release its region. The pool binds how many conversations stay resident, not how long one may be; the older 524,288 / 401,408 numbers live in the ledger tables above.

Vision

None here since 2026-09-16. HALOGEN_VISION_TOWER is deliberately unset: the tower is a 1.97 GiB charge against the same device budget as the pool and the arena, and the fleet's image path moved to frank-small-qwen38-gsq-rco, which loads the BF16 projector alongside its own weights. This server refuses image content parts and says why, rather than ignoring them:

{"error": {"message": "this server does not accept images: the engine was
started without a vision tower (HALOGEN_VISION_TOWER)", "type":
"invalid_request_error"}}

The llama.cpp side handles images the same way this engine used to: a data: URL or bare base64, about 2,040 tokens of context per image, and http(s) URLs refused deliberately (fetching one would make the server issue outbound requests to wherever a client pointed it). Audio and video have no path anywhere in the fleet — that left with frank-npu.

Deploy and operate

./scripts/deploy.sh dankclaw --service frank-large

The handler retires the ik-era root unit first (stop, disable, move /etc/systemd/system/frank-large.service into ~/.AGENTTRASH/20260916-halogen-restore/host-units — never rm; this host's disable may delete the file outright, which the handler now reports), stops the Quadlet's own unit if it is running, then pulls ghcr.io/peonist-ai/halogen-flash-server:0.5.8, re-tags it to the localhost/ alias the unit references, and waits for port 7770 to be free before installing and starting anything.

That last gate is not paranoia. On the first cutover attempt the ik server logged "Deactivated successfully", and pasta — rootless podman's userspace network stack, which binds the published port at container CREATE — still reported Address already in use a second later, exiting the unit with code 126. Only Restart=on-failure recovered it, minutes later. A deploy that starts a doomed container has not deployed anything, so wait_port_free polls every socket on the port (listener, accepted, TIME_WAIT) and fails loudly with the socket table if it never clears.

Boot persistence comes from [Install] WantedBy=default.target in the unit file plus linger on the deploy user — generated units cannot be systemctl --user enabled on this host.

systemctl --user status frank-large.service     # the generated unit
podman logs frank-large | head -40              # version banner + memory ledger
curl -s http://127.0.0.1:7770/health            # 200 only after the engine PONGs
curl -s http://127.0.0.1:7770/v1/models

/health asks the engine for a PONG before answering, so a 200 means "ready to serve", not merely "process alive". During the first-start download it stays unhealthy by design.

Troubleshooting

symptom cause
dmalloc: FAILED requesting … (out of memory) then HIP … out of memory the KV pool did not fit. HALOGEN_KV_SLOTS will not fix it (slots share the pool); lower HALOGEN_KV_POOL_POSITIONS to 262144, then HALOGEN_MAX_TOK to 16384 (~9 % prefill)
starts, answers short prompts, collapses to a few tok/s on a long one, disk busy, process in uninterruptible sleep short of file cache, not memory — lower the pool and/or raise HALOGEN_HOST_RESERVE_GIB
long replies that look cut off read finish_reason: stop means you have the whole answer, length means you ran out of budget (thinking counts)
a request that never returns, then 503 engine_busy the pool could not reserve prompt + max_tokens; see the admission trap above
both the engine and a co-tenant stall for minutes at full CPU the pinned-trunk trade; see Memory model
free, MemAvailable, Grafana all wrong by ~68 GiB expected — locked weights are counted as reclaimable

HALOGEN_VERBOSE=1 ships in the unit, so the fullest startup account is already in the log when something goes wrong. HALOGEN_DMALLOC_LOG is deliberately not set: it logs every allocation over 64 MB, which is steady-state noise on a shared host — raise it only for a live OOM report. The lines worth grepping first:

podman logs frank-large 2>&1 | grep -E '^(dmalloc|kv pool):'

Retrieval: podman logs frank-large covers the current instance only — the Quadlet runs --replace --rm, so everything before the last recreate is gone from the container log. journalctl --user -u frank-large.service is the durable record. Both are rootless: sudo podman logs frank-large looks in root's storage and answers "no such container".

Rollback

The predecessor is intact: the ik payload stays at /home/dank/models/mradermacher-Qwen3.8-Flash-Next-Uncensored-i1-Q4_K_M, the ik build at /home/dank/GitPackages/ik_llama.cpp/build, and its unit, env, serve script and the Qwen-Sharp template are archived in the repo under scripts/.AGENTTRASH/*.ik-llama.cpp and *.ik-llama-qwen-sharp. Rolling back is a git revert of this change set plus a deploy — but the Quadlet must be removed from ~/.config/containers/systemd/ first, or the restarted root unit and the still-installed container both claim port 7770. The port gate in the handler now covers exactly that race. See frank-large-ik-uncensored.

The amd_iommu=off kernel argument that came with this change is separate and reverts on its own — see dankclaw-iommu-translation-off.

Citations