frank-large: cutover to flash-server v2 (abliterated Swift1.5)
Engine: halogen-flash-server 0.16.2, digest-pinned (pulled 0c61bf84). Payload: Quat3rnion qwen38-flash-next-v2-swift15-abliterated.hgn (66,687,678,464 B, sha256-verified) + REQUIRED n-gram table (51,200,246,144 B @peonist 5cc17cea) + vision tower (897,916,416 B @peonist e053f488) + shared tokenizer (6 files). Shape: 2 slots x 200192 (KV pool 400384 positions, ~10.7 GiB), MTP always-on (HALOGEN_SPEC_ADAPT=0, card-mandated), server-side sampler at the card's 1.0/0.95/20, MAX_TOK 8192 with the 65536/7200 coupled pair, vision ON. Rollback = revert this commit (27B payload stays on disk). - serve script: byte-exact gates on all three .hgn files + flat tokenizer, foreground podman run (ledger to the log file) - deploy-remote: twin gates for n-gram/vision, flashnext fetch pointer - seam: 19 tests rewritten (spec-adapt law, pool product, compaction math, render shape); full suite 362/362 green
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@@ -1,75 +1,88 @@
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# frank-large.env — tunables for the frank-large endpoint on Dankclaw's
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# Strix Halo iGPU (gfx1151), host port 7770.
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#
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# RUNTIME (2026-10-05, Frank): halogen — the closed-source C++/HIP engine
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# (github.com/peonist-ai/halogen-server, image ghcr.io/peonist-ai/halogen,
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# digest-pinned below) serving peonist-ai/halogen-qwen3.8-27b, a ~6.32 bpw
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# NVFP4-derivative quant of the BASE Qwen/Qwen3.8-27B (35,865,565,184 B,
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# 1352 tensors), as a podman container under a root unit, driven by
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# scripts/serve-frank-large.sh. This CUTS OVER the
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# 2026-10-02..10-03 ROCmFPX llama.cpp shape (uncensored
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# Q6_0_ROCMFPX_AGENT + MTP, 27.6-28.1 t/s): rollback = revert the swap
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# commit's trio; the ROCmFPX payload, draft head and build all stay on
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# disk at /home/dank/models/kingjones-Qwen3.8-27B-Uncensored-ROCmFP4-STRIX-MTP/.
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# RUNTIME (2026-10-06, Frank): halogen-flash-server 0.16.2 — the
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# closed-source C++/HIP engine (image ghcr.io/peonist-ai/halogen-flash-server,
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# digest-pinned below) serving the Quat3rnion ABLITERATED Swift1.5 finetune
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# of peonist's Qwen3.8-Flash-Next v2 checkpoint, as a podman container under
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# a root unit, driven by scripts/serve-frank-large.sh. This CUTS OVER the
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# 2026-10-05 halogen 27B-dense shape (censored base, DFlash2, 31.7 t/s):
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# rollback = revert the swap commit's trio; the 27B payload stays on disk at
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# /home/dank/models/halogen-qwen3.8-27b/.
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#
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# WHY THE RUNTIME MOVED WITH THE MODEL: the payload is .hgn — per its own
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# card it "will not load in transformers, vLLM, or llama.cpp". Accepted
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# consequences (Frank, 2026-10-05): TEXT-ONLY (halogen ignores the model's
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# vision encoder; the fleet's vision path is frank-small) and the CENSORED
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# base (this is a finetune of Qwen/Qwen3.8-27B, not the abliterated file —
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# refusals may return). What it buys: vendor-measured decode DFlash2 31.7
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# t/s mean (vs this endpoint's MTP 27.6-28.1 and the old halogen-era MTP
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# 26.9), prefill ~566 t/s at 32k (was ~400 on the sibling engine), 1.4-2.3x
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# wall-clock on prefill-heavy agent traffic, at HIGHER effective precision
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# (~6.32 bpw vs ~6.6 with the old W4A4 promotion — see FLAGS.md).
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# card it "will not load in transformers, vLLM, or llama.cpp" — and the v2
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# .hgn loads ONLY in the flash-server line (the old halogen engine is for
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# the 27B p1w4d file; the v2 quickstart pins flash-server). What the move
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# buys (card + live probe evidence): MTP spec decode (53-57 t/s greedy,
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# 3-10x serial), ~1,640 t/s prefill at 34k, ~72% fewer thinking tokens than
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# the censored 27B (905 mean), the ABLITERATED base (refusals should NOT
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# return), IMAGE INPUT (the v2 vision tower loads beside the checkpoint —
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# red-PNG probe verified on the card; the 27B engine ignored its encoder),
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# tool calls verified, and the native 262,144 context.
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#
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# SHAPE — the two knobs that are NOT free:
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# HALOGEN_KV_SLOTS=1 KEEPS SPECULATION ON. halogen makes batching and
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# speculation mutually exclusive: with >1 slot the drafter is disabled
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# and per-stream decode falls to serial speed (the sibling engine
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# measured 41 t/s -> 14 t/s when slots were raised, and halogen's own
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# FLAGS.md prints the same law). frank-large was already a one-session
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# endpoint under ROCmFPX (PARALLEL=1), so slots=1 is the same contract,
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# not a regression.
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# HALOGEN_SLOT_CTX=200700 (Frank's window) is the per-conversation hard
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# SHAPE — the knobs that are NOT free, with the arithmetic:
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# HALOGEN_CTX=200192 is the PER-SLOT window and the per-conversation hard
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# ceiling — a prompt over it is a 400 naming the limit, never a silent
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# truncation. KV pool = slots x slot_ctx x 64 KiB = 12.2 GiB. Budget
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# against the 121 GiB of unified memory: weights 33.4 GiB (mmap'd — page
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# cache, not anon), KV 12.2, engine working set + auto prompt cache
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# ~20-30, host baseline ~10 -> ~75-85 GiB in use. The 2026-09-16 halogen
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# era ran the same engine class on this box with LESS headroom.
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# HALOGEN_DRAFTER=2 (DFlash2) is the shipped default and the fastest
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# exact drafter on this checkpoint; the .hgn BAKES BOTH drafters (MTP +
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# DFlash2), so unlike the Flash-Next era there is no sidecar to mount
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# and no --dflash flag — the drafter is an int knob, byte-identical
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# output to greedy verification either way.
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# truncation. Harness compaction fires at 70% = 140,134, and 140,134 +
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# 57,344 (harness maxTokens) = 197,478 <= 200,192 keeps prompt + budget
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# inside the slot. models.yml contextWindow must quote 200192 or the
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# harness discovers the wall as a 400.
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# HALOGEN_KV_POOL_POSITIONS=400384 = KV_SLOTS(2) x CTX — the explicit
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# form of the engine's default, so the seam test can pin the product.
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# KV costs ~28 KiB/position (FLAGS.md) => 400,384 x 28 KiB = 10.7 GiB.
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# HALOGEN_KV_SLOTS=2 restores the w4b-era shape on this box: the MTP
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# drafter is NOT slot-locked on this engine (batching and speculation
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# coexist — DFlash-era slots>1 law does NOT carry over; the card's own
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# quickstart ships 2 slots WITH the head), so the second slot is
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# concurrent capacity, not a speculation tax.
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# Memory ledger against the box's 121.2 GiB unified (the n-gram table is
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# mmap'd page cache beside the checkpoint, not a pinned charge — the
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# card's own quickstart arithmetic does not bill it):
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# weights ~62 GiB resident + KV 10.7 + arena (HALOGEN_MAX_TOK=8192 =>
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# ~8 GiB per FLAGS.md arena formula 3.8+8.4*(MT/16384)) + vision ~2
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# = ~82.7 GiB engine-side; HALOGEN_HOST_RESERVE_GIB=20 keeps the host
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# honest; baseline co-tenancy (frank-small, ComfyUI, Caddy/observ)
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# ~10-15. ~18 GiB margin. The boot ledger is the referee — read it
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# after deploy and re-size if the engine prints a clamp.
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# HALOGEN_SPEC_ADAPT=0 is MANDATORY (card): the default adaptive policy
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# turns the MTP head off for whole requests after low acceptance and
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# HALVES decode as a result. Frank accepted the head always-on trade
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# (temp 1.0 traffic costs acceptance; the card still ships the recipe).
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#
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# CLIENT CONTRACT deltas vs the ROCmFPX shape (the harness side lives in
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# CLIENT CONTRACT deltas vs the 27B shape (harness side lives in
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# ~/.omp/agent/models.yml):
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# * NO server-side sampler defaults: a request without temperature
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# decodes GREEDY. The harness sends temp 1.0 / top_p 0.95 via
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# extraBody, so that wire recipe is load-bearing now, not cosmetic.
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# * max_tokens defaults to 8192 PER REQUEST and INCLUDES thinking; a
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# reasoning reply over a small budget returns empty content with
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# finish_reason "length". The harness maxTokens is 57344: compaction
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# fires at 70% of 200700 = 140,490 and 140,490 + 57,344 = 197,834 <=
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# 200,700 keeps prompt + budget inside the pool (the 262144-era 65536
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# would overflow). Requests over HALOGEN_MAX_TOKENS_CAP are a 400
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# naming the cap; cap and queue timeout are COUPLED (see FLAGS.md
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# table) — do not move one without the other.
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# * response_format json_object/json_schema is a 400 (no constrained
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# decoding in this build).
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# * Thinking lands in reasoning_content — same field as the llama.cpp
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# era, so the harness compat block does NOT change. reasoning_effort
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# accepts none|low|xhigh on this build (template default xhigh); the
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# models.yml fold (high->xhigh) still applies.
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# * SERVER-SIDE SAMPLER EXISTS NOW: HALOGEN_TEMPERATURE/TOP_P/TOP_K set
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# the card's thinking recipe (1.0 / 0.95 / 20) as engine defaults, so
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# an absent temperature is no longer greedy. models.yml extraBody
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# carries the same values — consistent, not load-bearing.
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# * HALOGEN_MAX_TOK=8192 is only the DEFAULT for requests that omit
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# max_tokens; the harness always sends 57344. Requests over
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# HALOGEN_MAX_TOKENS_CAP (65536) are a 400 naming the cap. Cap and
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# queue timeout are COUPLED (FLAGS.md table): 65536 at ~10 t/s serial
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# worst case needs > 6550 s; 7200 honors it. Do not move one alone.
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# * max_tokens INCLUDES thinking; a reasoning reply over a small budget
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# returns empty content with finish_reason "length".
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# * Prompt cache is ON by default (PROMPT_CACHE=2): a follow-up turn at
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# 100k context re-prefills ~2 s instead of ~88 s cold. No pin needed —
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# unlike the 27B engine, auto-sizing fits this box's ledger.
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# * Thinking lands in reasoning_content (same as the 27B engine); the
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# v2 chat template rejects reasoning_effort outside xhigh|medium|low,
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# so the models.yml fold (high->xhigh) still applies.
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# * Vision: OpenAI image_url content parts only (the fleet's standard
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# contract). >=256 px probe images or the model answers "video".
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# * response_format json_object/json_schema unsupported in this line
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# (no constrained decoding) — unchanged from the 27B engine.
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# * The engine's token protocol has no auth and binds loopback INSIDE
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# the container; only the frontend port is published. Keep it that way.
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# the container; only the frontend port (8731) is published. Same as
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# before. Kernel needs CONFIG_HSA_AMD_SVM (CachyOS ships it) and
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# amdgpu.noretry=0 (check at deploy).
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# Image: digest-pinned (fetch law: tag pulls silently re-point; the digest
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# is what was qualified). 0.1.4 = the version the model card names.
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FRANK_LARGE_IMAGE=ghcr.io/peonist-ai/halogen@sha256:dc0a39a0016d6cfc58a197978febaafdf8d28403f724ded6111d98b5fb7ac0ea
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# Container identity: the halogen container name.
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# is what was qualified). 0.16.2 = the version the model card names as its
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# quickstart pin; RepoDigest captured at pull on 2026-10-06.
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FRANK_LARGE_IMAGE=ghcr.io/peonist-ai/halogen-flash-server@sha256:0c61bf84ac22308a53f5d1ca6b86806702d7039e5ebc51cae4c66621b92fe04a
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# Container identity: kept from the 27B era (unit ExecStop names it).
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FRANK_LARGE_CONTAINER=frank-large-halogen
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# Old quadlet-era container identity; the serve script clears stale names.
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FRANK_LARGE_LEGACY_CONTAINERS=frank-large
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@@ -77,51 +90,56 @@ FRANK_LARGE_LEGACY_CONTAINERS=frank-large
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# default); the engine port (8730) is never published.
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FRANK_LARGE_PUBLISH=7770:8731
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FRANK_LARGE_MODEL_DIR=/home/dank/models/halogen-qwen3.8-27b
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FRANK_LARGE_CHECKPOINT=qwen3.8-27b-p1w4d-d2.hgn
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FRANK_LARGE_CHECKPOINT_BYTES=35865565184
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FRANK_LARGE_CHECKPOINT_SHA256=274c3fc767fb57faf025dd03c76376b1fc1b32448aef45aaf02d1898fa962089
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# The tokenizer is a FLAT DIRECTORY, $FRANK_LARGE_MODEL_DIR/tokenizer, mounted
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# whole at /tokenizer — the model card ships `tokenizer/` and the engine's
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# HALOGEN_TOKENIZER default is that directory (the card's own docker run sets
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# no tokenizer flag). The Hub stores it as 5 files (sizes from the Hub API,
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# 2026-10-05): tokenizer.json 12809320 (LFS sha256
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# 0997f410c57a1f4e53b09e4be8f4a172d90edd9564368fb0847030937229b9f3),
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# vocab.json 6722759, merges.txt 3353259, chat_template.jinja 8952,
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# tokenizer_config.json 17928 (plain git blobs — size-checked, no LFS oid).
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# The serve gate and the deployer refuse a missing file or ANY symlink: an
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# HF cache snapshot symlinks each file into blobs/, and those links dangle
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FRANK_LARGE_MODEL_DIR=/home/dank/models/halogen-flashnext-v2
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# The checkpoint: Quat3rnion/halogen-swift1.5-qwen3.8-flash-next-v2-abliterated
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# qwen38-flash-next-v2-swift15-abliterated.hgn — compacted r2 of the card's
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# append-only original (byte-identical live tensors, padding dropped:
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# 66,687,678,464 B vs 89,775,868,032 B). LFS sha256 verified at fetch.
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FRANK_LARGE_CHECKPOINT=qwen38-flash-next-v2-swift15-abliterated.hgn
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FRANK_LARGE_CHECKPOINT_BYTES=66687678464
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FRANK_LARGE_CHECKPOINT_SHA256=9c880b8ba48deabfa06172eff1e7572e4fe465e09e97faec6e50c3f6fdcac037
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# The n-gram lookup table: REQUIRED (the engine reads it beside the
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# checkpoint; the card's quickstart names it explicitly). From
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# peonist-ai/halogen-qwen3.8-flash-next @ 5cc17cea.
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FRANK_LARGE_NGRAM_TABLE=qwen38-flash-next-ngram.hgn
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FRANK_LARGE_NGRAM_BYTES=51200246144
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FRANK_LARGE_NGRAM_SHA256=3450acada94e19aabad88bd49b45eb70304820949c2240fc178067b20ae5dffe
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# The vision tower: OPTIONAL on the engine, ENABLED here (image input).
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# From peonist-ai/halogen-qwen3.8-flash-next @ e053f488.
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FRANK_LARGE_VISION_TOWER=qwen38-flash-next-vision.hgn
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FRANK_LARGE_VISION_BYTES=897916416
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FRANK_LARGE_VISION_SHA256=d62e0ae553fe88afd3833733d4a4c669f34d20fd8dfce4b9610525bed2134b10
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# The tokenizer is a FLAT DIRECTORY, $FRANK_LARGE_MODEL_DIR/tokenizer,
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# mounted whole at /tokenizer. The two repos ship the same one; fetched
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# fresh from peonist @ e053f488 (tokenizer.json is LFS, byte-identical to
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# the 27B-era copy; the rest are plain git blobs — size-checked only). The
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# serve gate and the deployer refuse a missing file or ANY symlink: an HF
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# cache snapshot symlinks each file into blobs/, and those links dangle
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# inside the container mount.
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FRANK_LARGE_TOKENIZER_FILES="tokenizer.json chat_template.jinja tokenizer_config.json merges.txt vocab.json"
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FRANK_LARGE_TOKENIZER_FILES="tokenizer.json chat_template.jinja tokenizer_config.json merges.txt vocab.json generation_config.json"
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# --- engine flags (docs/FLAGS.md of the engine repo; anything unset stays
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# at the image default, which is what was qualified) ------------------------
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# --- engine flags (docs/FLAGS.md of the flash-server repo; anything unset
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# stays at the image default, which is what was qualified) ------------------
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HALOGEN_MODEL_ID=frank-large
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HALOGEN_SLOT_CTX=200700
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HALOGEN_KV_SLOTS=1
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HALOGEN_DRAFTER=2
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HALOGEN_CTX=200192
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HALOGEN_KV_POOL_POSITIONS=400384
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HALOGEN_KV_SLOTS=2
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HALOGEN_HOST_RESERVE_GIB=20
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# Spec decode: MTP head is INSIDE the checkpoint (do NOT set HALOGEN_MTP_HEAD);
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# depth 2 is the documented "best all-round" default. HALOGEN_DRAFTER /
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# HALOGEN_DFLASH_* from the 27B engine DO NOT EXIST here.
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HALOGEN_SPEC_ADAPT=0
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# Coupled pair (FLAGS.md table): the cap bounds how long ONE request holds
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# the GPU, the timeout bounds how long the NEXT client waits. 65536 at
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# ~10 t/s serial worst case needs > 6550 s queue timeout; the defaults
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# honor that. Do not lower the timeout alone.
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# the GPU, the timeout bounds how long the NEXT client waits. Do not move
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# one alone (see the client-contract note above).
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HALOGEN_MAX_TOK=8192
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HALOGEN_MAX_TOKENS_CAP=65536
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HALOGEN_QUEUE_TIMEOUT=7200
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# Prompt cache — PINNED (2026-10-06). Auto is OFF on this box: the boot
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# ledger refused it — "serve: prompt cache OFF - 35.7 GB free after the
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# mapped checkpoint, 8.6 GB reserved for the system, which leaves less
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# than the 36.9 GB floor (2 x a 18.4 GB full-context entry). Set
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# HALOGEN_CACHE_MB to override." Auto demands TWO full-context entries;
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# the documented override is an explicit byte budget. Measured cost of
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# leaving it off: every deep agent request re-prefills its whole
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# context — 84.9-179.8 s for 46-81k prompts that grow by only ~500-650
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# tokens per turn (serve_api lines, 2026-10-06) — while the README
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# prices the cache at ~20x time-to-first-token on a warm turn.
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#
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# Sizing: an entry costs ~70 KB/token (engine figure), so ONE full-slot
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# entry (200,700 tok) is ~13.7 GB; 16384 MB holds it with margin, and
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# several ordinary 60-80k conversations under LRU-by-bytes eviction.
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# The reserve (HALOGEN_CACHE_RESERVE_MB, default 8192) is re-checked
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# against live MemAvailable on every store, so a pin cannot starve the
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# host silently. HALOGEN_CACHE_ALIGN stays at its shipped 2048 — that
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# value is what makes warm answers byte-identical to cold ones.
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HALOGEN_CACHE_MB=16384
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# Server-side sampler = the card's thinking recipe (the engine now HAS one;
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# requests may still override per-call). Matches models.yml extraBody.
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HALOGEN_TEMPERATURE=1.0
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HALOGEN_TOP_P=0.95
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HALOGEN_TOP_K=20
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# Card's belt-and-braces: the engine pins weights by default
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# (HALOGEN_FLASH_PIN_TRUNK=1; only the retired w4b build honored 0).
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HALOGEN_WEIGHTS_LOCK=1
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Reference in new issue
Block a user