Frank
061e61baa6
Quat3rnion/halogen-qwen3.8-flash-next-v2-abliterated is now the NATIVE 2026-10-11 v2 conversion of orcarouter's pinned BF16 (66,687,678,432 B, LFS sha256 b5bd925f...) — 32 bytes smaller than the writer transplant it used to ship under the same filename. The n-gram table, vision tower and tokenizer are the stock peonist companions, hardlinked out of the swift15 payload dir: the release publishes only the main file and no source-matched pair exists, so the engine's own tools are the referee (niah 18/18, ppl 3.968 with mean KL 0.155 against the swift15 logits, 2026-10-17). Memory saving, per the card: HALOGEN_KV_POOL_POSITIONS 524288 -> 262144, one pool behind both slots (boot ledger: 7.2 GiB, where the old pool measured 14.6). HALOGEN_CTX stays 262144 so the per-request ceiling and the harness contract (contextWindow 217088) do not move; only two MAXIMUM-length conversations lose the ability to coexist. Measured against the swift15 boot on identical traffic: cold prefill +12.6 %, decode 50.0 vs 46.8 t/s, NIAH 18/18 vs 17/18, PPL +2.3 %, thinking tokens x1.9 (the finetune's reasoning compression is gone), refusals 0/5 on both.
190 lines
12 KiB
Bash
190 lines
12 KiB
Bash
# frank-dragoon.env — tunables for the frank-dragoon endpoint on Dankclaw's
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# Strix Halo iGPU (gfx1151), host port 7770.
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#
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# RUNTIME (2026-10-17, 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 Quat3rnion/halogen-qwen3.8-flash-next-v2-
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# abliterated — the NATIVE v2 conversion (2026-10-11) of orcarouter's pinned
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# BF16 Qwen3.8-Flash-Next, abliterated — as a podman container under a root
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# unit, driven by scripts/serve-frank-dragoon.sh. This CUTS OVER the
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# 2026-10-06 Swift1.5-finetune shape; rollback = revert the swap commit and
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# redeploy: the swift15 payload stays on disk at
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# /home/dank/models/halogen-flashnext-v2/, the 27B-era payload beside it.
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#
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# MEASURED A/B, both boots on this box, identical battery traffic (engine
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# tools with the service stopped, behavior probes against it, 2026-10-17):
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# NIAH 18/18 vs 17/18, refusal census 0/5 on both, tool calls and the
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# red-PNG vision probe identical, needle hit at both depths of a 21.5k-token
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# haystack, decode 50.0 vs 46.8 t/s, cold prefill 1,604 vs 1,425 t/s,
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# wikitext-2 PPL 3.968 vs 3.877 (the finetune's edge is gone: +2.3 %) and
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# thinking tokens 1,476 vs 784 mean — the finetune compressed reasoning, the
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# base thinks ~1.9x longer per answer.
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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" — 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 knobs that are NOT free, with the arithmetic:
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# HALOGEN_CTX=262144 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. RAISED from 200192 on 2026-10-07: the harness clamps
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# max_tokens to contextWindow − est − 4096, its chars/4 est UNDER-counts
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# the rendered prompt by ~3 % on code/agent traffic, and compaction only
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# fires at 85 % — so with window == engine ceiling, every request over
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# ~146k est (65-85 % of the window) was a guaranteed 400. Measured
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# 2026-10-07: est 152,938, server 157,388, request 43,158 vs room 42,804
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# — over by 354, margin 4,096 < the 4,450 under-count.
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# Harness contract (models.yml): contextWindow 217088, maxTokens 45056.
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# Compaction fires at 85 % = 184,524 est ≈ 190k measured (Frank's 180k
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# target). Worst-case request: prompt + budget <= 217088 − 4096 + 3 %
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# est-error ≈ 219k <= 262144 — the 45k gap between harness window and
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# engine ceiling absorbs the estimate error with ~7x margin (robust to a
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# 10 % under-count). Compaction rides on frank-zealot: input ≈
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# threshold − keepRecent(20k) ≈ 170k measured, inside its 200,704 slot.
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# HALOGEN_KV_POOL_POSITIONS=262144 is the card's recommended pool and the
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# memory saving of this swap. One budget behind HALOGEN_KV_SLOTS=2 (boot
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# ledger: "2 slots over ONE 262144-position KV pool, each request up to
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# 262144"), so the per-request ceiling stays HALOGEN_CTX while two
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# MAXIMUM-length conversations can no longer coexist — two moderate ones
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# can. ~28 KiB/position (FLAGS.md) => 7.2 GiB, and the ledger said exactly
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# that: "reserving the KV pool, 262144 positions (about 7.2 GiB)". The
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# 2026-10-06 shape's 524,288 cost 14.6 GiB; FLAGS.md law — "RAM the pool
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# takes is RAM that table loses" — makes the 7.4 GiB handed back page
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# cache for the 47.7 GiB n-gram table, which is what long prompts read.
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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, and the boot ledger
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# agrees: "mapped 51.2 GB, NOT pinned (Pin::None)"):
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# weights ~62 GiB resident + KV 7.2 + 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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# = ~79 GiB engine-side; HALOGEN_HOST_RESERVE_GIB=20 keeps the host
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# honest; baseline co-tenancy (frank-zealot, ComfyUI, Caddy/observ)
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# ~10-15. ~25 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 27B shape (harness side lives in
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# ~/.omp/agent/models.yml):
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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 sends at most its maxTokens 45056. Requests
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# over 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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# * TWO maximum-length conversations no longer share the endpoint: the KV
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# pool is one 262,144-position budget behind 2 slots. The PER-REQUEST
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# ceiling is unchanged (HALOGEN_CTX), so the harness contract below
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# (contextWindow 217088) does not move; only concurrency at full depth
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# does, and this endpoint carries the slow + security-reviewer roles.
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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 (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). 0.16.2 = 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_DRAGOON_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_DRAGOON_CONTAINER=frank-dragoon-halogen
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# Old quadlet-era container identity; the serve script clears stale names.
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FRANK_DRAGOON_LEGACY_CONTAINERS=frank-dragoon
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# host:container — the frontend listens on 8731 inside (HALOGEN_API_PORT
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# default); the engine port (8730) is never published.
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FRANK_DRAGOON_PUBLISH=7770:8731
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FRANK_DRAGOON_MODEL_DIR=/home/dank/models/halogen-v2-abliterated
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# The checkpoint: Quat3rnion/halogen-qwen3.8-flash-next-v2-abliterated
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# qwen38-flash-next-v2-abliterated.hgn — the NATIVE 2026-10-11 v2 conversion
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# of orcarouter's pinned BF16 Qwen3.8-Flash-Next, abliterated. NOT the writer
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# transplant this filename used to carry: 66,687,678,432 B where the swift15
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# r2 measured 66,687,678,464 B — same filename family, different artifact.
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# Hub LFS sha256 verified at fetch by scripts/download-frank-dragoon-v2abl.sh.
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FRANK_DRAGOON_CHECKPOINT=qwen38-flash-next-v2-abliterated.hgn
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FRANK_DRAGOON_CHECKPOINT_BYTES=66687678432
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FRANK_DRAGOON_CHECKPOINT_SHA256=b5bd925fa2b44343be4a2cd328cae6b57ce7ffa2fe2cc56281717377e5a1ce8a
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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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# The card does NOT establish this stock table as matched to the NATIVE
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# conversion and no source-matched table is published, so the engine's own
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# tools are the referee: NIAH 18/18 and PPL 3.968 on it (2026-10-17). It is
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# HARDLINKED from the swift15 payload dir (a hardlink is a regular file; the
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# serve gate refuses symlinks), i.e. byte-identical to the file that era
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# served.
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FRANK_DRAGOON_NGRAM_TABLE=qwen38-flash-next-ngram.hgn
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FRANK_DRAGOON_NGRAM_BYTES=51200246144
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FRANK_DRAGOON_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_DRAGOON_VISION_TOWER=qwen38-flash-next-vision.hgn
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FRANK_DRAGOON_VISION_BYTES=897916416
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FRANK_DRAGOON_VISION_SHA256=d62e0ae553fe88afd3833733d4a4c669f34d20fd8dfce4b9610525bed2134b10
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# The tokenizer is a FLAT DIRECTORY, $FRANK_DRAGOON_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_DRAGOON_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 flash-server repo; anything unset
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# stays at the image default, which is what was qualified) ------------------
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# Served model id — Protoss name (wire rename 2026-10-09); the service, unit,
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# scripts and this file keep the frank-dragoon name. OpenWebUI api_configs
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# model_ids for the :7770 backend MUST name this value.
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HALOGEN_MODEL_ID=frank-dragoon
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HALOGEN_CTX=262144
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HALOGEN_KV_POOL_POSITIONS=262144
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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. 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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# 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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