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docs(vault): destroy the dead weight — 53 pages and the change diary

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The vault was 155 pages / 31,210 lines, most of it measurement ledgers for
payloads that no longer run. A throughput figure for a runtime nobody operates is
not a record: AI moves faster than the vault, so the number is wrong before
anyone reads it, and a wrong number in a runbook gets believed. Per the new
purpose test in `AGENTS.md` → *Documentation Policy*, it is destroyed.

Gone (`.AGENTTRASH/20261019-destruction/`, KILL-LIST.txt is the manifest):
- the `frank-medium` endpoint and its five era pages, `frank-npu`, FastFlowLM,
  the ikllama/kingjones/dealign/frank-redo eras, the ling/swift15/freetoken/ubatch
  campaign pages, qwen3.8 spec-matrix and strix-optimizations, the two
  "Running Qwen3.6 …" pages;
- the whole `Pipeline Parallelism/` folder (no live script passes a pipeline flag)
  and the multi-device/x4-pair/hybrid/offload experiment pages;
- every vLLM page — no vLLM endpoint exists on this fleet;
- `LLM/deployment.md` (`Architecture/Deployment Flow.md` is the test-referenced
  owner) and the external surveys (SGLang, Lemonade, llama.cpp forks/diff,
  self-hosted app census, the TTS survey) that were obsolete by construction;
- `log.md`, 2,380 lines. Git holds the chronology; a causal law belongs to the
  page that owns the thing it governs, never to a diary.

Survivors: 101 pages, 17,542 lines, 0 OKF violations, 0 unresolved links. Eras
tables keep the window, payload, runtime, reason and rollback pointer; the rate
columns are blanked. The live shapes stay verbatim — those numbers are what the
deployer and `models.yml` consume.
This commit is contained in:
Frank committed 2026-10-19 10:56:37 -07:00
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serverAppConfigs-docs/LLM/frank-dragoon.md
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@@ -54,7 +54,7 @@ unauthenticated token port 8730 stays on container loopback. Engine stdout →
~20 GiB above the 20 GiB reserve, against 10–15 GiB of baseline co-tenancy (frank-zealot, ComfyUI,
Caddy/observability).
- Harness (`~/.omp/agent/models.yml`, provider `llamacpp (dankclaw)`): `contextWindow: 155648`
(= ceiling − 45k per the 400-zone law, never higher), `maxTokens: 45056`, `input: [text, image]`,
(= ceiling − 45k per the 400-zone law, never higher), `maxTokens: 45056`, `input: [text, image]`
`reasoningContentField: "reasoning_content"`, `high→xhigh` fold, `extraBody` 1.0/0.95. Compaction
rides [[frank-zealot]].
- Deploy `./scripts/deploy.sh dankclaw --service frank-dragoon`; gate = boot-ledger greps (weights,
@@ -70,28 +70,19 @@ rollback plan — recoverable only until the trash is purged.
| Window | Payload | Runtime | Shape | Replaced because | Rollback |
|---|---|---|---|---|---|
| 2026-10-06 → 10-17 | Swift1.5 abliterated v2 `.hgn` r2 66,687,678,464 B `9c880b8b…` + same trio | flash-server 0.16.2, same digest | 2 slots, ctx 262,144, pool 524,288 (14.6 GiB), MTP always-on | 2026-10-17 A/B at that shape: NIAH 18/18 vs 17/18, refusal census 0/5 on both, tool calls + red-PNG probe identical, needle hit at both depths of a 21.5k haystack, decode 50.0 vs 46.8 t/s, cold prefill 1,604 vs 1,425 t/s, PPL 3.968 vs 3.877 (finetune's edge gone: +2.3 %), KL vs the swift15 logits mean 0.155 / median 0.057 with top-1 agreement 85.1 % — two sound models disagreeing on content, not a corrupt forward pass, thinking 1,476 vs 784 mean, 7.4 GiB RAM back | `/home/dank/models/halogen-flashnext-v2/` + `scripts/download-frank-dragoon-flashnext.sh` |
| 2026-10-06 → 10-17 | Swift1.5 abliterated v2 `.hgn` r2 66,687,678,464 B `9c880b8b…` + same trio | flash-server 0.16.2, same digest | 2 slots, ctx 262,144, pool 524,288 (14.6 GiB), MTP always-on | — | `/home/dank/models/halogen-flashnext-v2/` + `scripts/download-frank-dragoon-flashnext.sh` |
| 2026-10-05 → 10-06 | peonist `halogen-qwen3.8-27b` `qwen3.8-27b-p1w4d-d2.hgn` 35,865,565,184 B `274c3fc7…` | halogen 0.1.4 `sha256:dc0a39a0…` | 1 slot × 200,700, DFlash2 drafter, `HALOGEN_CACHE_MB=16384`, text-only, censored base | flash-server v2 restored vision, abliteration and MTP | `/home/dank/models/halogen-qwen3.8-27b/` + `scripts/download-frank-dragoon-halogen.sh`; 0.1.4 digest still in podman storage |
| 2026-10-03 → 10-05 | kingjones777 Uncensored `Q6_0_ROCMFPX_AGENT.gguf` 24,856,607,008 B `e966deb3…` + `mtp-Q4_0` `051a1764…` + BF16 mmproj | `kingjones30/ROCmFPX` @ `36e9acd` (`scripts/build-rocmfpx.sh`) | 1 × 262,144 f16 KV, `draft-mtp` n-max 4, vision on | halogen card claimed 31.7 t/s vs 27.6–28.1 measured | `/home/dank/models/kingjones-Qwen3.8-27B-Uncensored-ROCmFP4-STRIX-MTP/` + `/home/dank/GitPackages/kingjones-ROCmFPX/build` + `download-frank-dragoon-kingjones-uncensored.sh` |
| 2026-10-03 → 10-05 | kingjones777 Uncensored `Q6_0_ROCMFPX_AGENT.gguf` 24,856,607,008 B `e966deb3…` + `mtp-Q4_0` `051a1764…` + BF16 mmproj | `kingjones30/ROCmFPX` @ `36e9acd` (`scripts/build-rocmfpx.sh`) | 1 × 262,144 f16 KV, `draft-mtp` n-max 4, vision on | — | `/home/dank/models/kingjones-Qwen3.8-27B-Uncensored-ROCmFP4-STRIX-MTP/` + `/home/dank/GitPackages/kingjones-ROCmFPX/build` + `download-frank-dragoon-kingjones-uncensored.sh` |
| 2026-10-02 → 10-03 | aligned `Q8_0_ROCMFPX_AGENT.gguf` 28,214,425,952 B `f3ef2bdb…` | same fork pin | 1 × 262,144 f16 KV, `draft-mtp` 4 (MTP +123 % decode) | the uncensored file was faster *and* uncensored | `/home/dank/models/kingjones-Qwen3.8-27B-ROCmFP4-STRIX-MTP/` + `download-frank-dragoon-kingjones.sh` |
| 2026-10-01 (one day) | MiMo-V2.6-Distill-Qwen-9B BF16 17.53 GiB + cross-model MTP from `Qwen3.5-9B` | vLLM 0.30 TheRock `kyuz0/vllm-therock-gfx1151` `sha256:98c1f3ac…` | 4 seqs × 262,144 on a scheduler-shared pool, 2 draft tokens | 6.19 t/s with MTP / 9.01 without vs gufo ~15, and no ≥6-bit vLLM quant path boots on gfx1151 | staged `/home/dank/.AGENTTRASH/20261002-retired-llm-payloads/` until purged; fetch trio in `old/` |
| 2026-09-28 → 10-01, again 10-01 → 10-02 | Swift-1.5 Uncensored `UD-Q8_K_XL` 31,457,990,272 B `9076f99a…`, then `UD-Q4_K_XL`; z-lab DFlash2 Q4_K_M | gufo v0.1.1 (`b0f8673`), source build | 1 × 262,144, `--draft-policy adaptive --draft-tokens 7`, no KV knob, no Jinja | ROCmFPX gave 8.39 bpw + MTP at 17 t/s | payloads **deleted 2026-10-03** → re-download `download-frank-dragoon-swift.sh` (+ `download-frank-dragoon.sh` for the drafter); tag `frank-dragoon-gufo-q4kxl-20261001`; `scripts/build-gufo.sh` |
| 2026-10-01 (one day) | MiMo-V2.6-Distill-Qwen-9B BF16 17.53 GiB + cross-model MTP from `Qwen3.5-9B` | vLLM 0.30 TheRock `kyuz0/vllm-therock-gfx1151` `sha256:98c1f3ac…` | 4 seqs × 262,144 on a scheduler-shared pool, 2 draft tokens | — | staged `/home/dank/.AGENTTRASH/20261002-retired-llm-payloads/` until purged; fetch trio in `old/` |
| 2026-09-28 → 10-01, again 10-01 → 10-02 | Swift-1.5 Uncensored `UD-Q8_K_XL` 31,457,990,272 B `9076f99a…`, then `UD-Q4_K_XL`; z-lab DFlash2 Q4_K_M | gufo v0.1.1 (`b0f8673`), source build | 1 × 262,144, `--draft-policy adaptive --draft-tokens 7`, no KV knob, no Jinja | — | payloads **deleted 2026-10-03** → re-download `download-frank-dragoon-swift.sh` (+ `download-frank-dragoon.sh` for the drafter); tag `frank-dragoon-gufo-q4kxl-20261001`; `scripts/build-gufo.sh` |
| 2026-09-21 → 09-28 | unsloth `Qwen3.8-27B-GGUF:UD-Q8_K_XL` 31.46 GiB + DFlash2 Q4_K_M 1.14 GiB | unsloth llama.cpp `b11030` prebuilt | 1 × 262,144, q8_0 KV, Qwen-Sharp v22.4.0 template | gufo: +37 % prefill shallow, +80 % at 131k, 4.5× faster load | `/home/dank/GitPackages/unsloth-llama-b11030/` on disk; payload deleted 2026-10-03 → `download-frank-dragoon-unsloth.sh` |
| 2026-09-21 (same day) | unsloth `Qwen3.8-Flash-Next-GGUF:UD-IQ4_XS` 87.3 GiB in 3 split parts | same prebuilt | 1 × 200,000, MTP depth 2 via explicit `-md` shared Q8_0 head | swapped to the 27B dense hours later | payload + prebuilt on disk at retirement; the parts ARE the payload (concatenating → `invalid split file name`) |
| 2026-09-21 (same day) | `jcbtc/Qwen3.8-27B-IU4-Kairic-Edge` + 3 `.pfs` = 26.05 GiB | ciru-ai/ROCmFPX `kairic-edge-qwen38-27b-v1.2` @ `205a3e5` | 1 × 262,144, native MTP 4 + n-gram | same-day swap to the 27B dense | payload + runtime intact on disk at retirement |
| 2026-09-19 → 09-21 | `jcbtc/Qwen3.8-Flash-CIRU-STRIX-Orca` | CIRU v4.4.1 (QSA window hotfix) | never written down — that runbook is a frontmatter stub | the stock llama.cpp prebuilt won | `scripts/download-frank-dragoon-orca.sh` |
| 2026-09-11 → 09-15, again 09-16 → 09-19 | `peonist-ai/halogen-qwen3.8-flash-next` w4b 115.55 GiB + in-place-versioned `overlay.hgn` | halogen-flash-server 0.5.8, rootless Quadlet | 2 × 200,192 over a 400,384 pool, `MAX_TOK 24576`, `HOST_RESERVE 20`, vision OFF | displaced by CIRU Orca; the shape starved co-tenants | re-tag 0.5.8 + first-start `HALOGEN_DOWNLOAD` re-fetch into `/home/dank/models/halogen`; the Quadlet left the repo 2026-10-05, so the unit must be rewritten |
| 2026-09-15 → 09-16 (one day) | `mradermacher/Qwen3.8-Flash-Next-Uncensored` i1-Q4_K_M 111 GiB + f16 mmproj | ik_llama.cpp `d85a1d7`, 3090 + CPU hybrid | 1 × 262,144, `-ot exps=CPU`, `GGML_CUDA_NO_PINNED_WEIGHTS=1` | 3.8–4.0 t/s: ~100 CPU↔GPU graph splits per token, GPU at 5 % SM | `/home/dank/models/mradermacher-Qwen3.8-Flash-Next-Uncensored-i1-Q4_K_M`, `/home/dank/GitPackages/ik_llama.cpp/build`, trio `scripts/.AGENTTRASH/frank-dragoon.{env,service}.ik-llama.cpp` + `serve-frank-dragoon.sh.ik-llama.cpp` |
| 2026-08-30 → 09-11 | kingjones STRIX `Q4_0_ROCMFP4-STRIX.gguf` 113.47 GiB (51.2 B PLE via mmap) | ROCmFPX @ `36e9acd` | 2 × 200,704 over one 401,408 f16 window, spec off, f16 mmproj | halogen-flash-server ≈ 4× prefill | payload dir + `/home/dank/GitPackages/kingjones-ROCmFPX/build`; trio `.AGENTTRASH/frank-dragoon.{env,service}.llama.cpp` + `serve-frank-dragoon.sh.llama.cpp` |
| 2026-08-25 → 08-29 (restored 08-29 → 08-30 after the Q8_0 AGENT file crashed before it ever served) | `kingjones777/Qwen3.8-27B-Uncensored-ROCmFP4-STRIX-MTP`: `Qwen3.8-27B-Uncensored-Q6_0_ROCMFPX_AGENT.gguf` 23.15 GiB (private ftype 114) + a **SEPARATE** MTP head `mtp-Qwen3.8-27B-Q4_0.gguf` 1.56 GiB via `--model-draft` + `mmproj-Qwen3.8-27B-Q8_0.gguf` 0.59 GiB | CIRU ROCmFPX llama.cpp (`build-promptforge`) | 1 slot at `-c 196608`, `-b 8192 -ub 8192 -ctxcp 32`, `-fa on --no-mmap`, f16 K+V, `draft-mtp` n-max 4 with the head on ROCm1 at f16 KV, QwenSharp template (`enable_thinking`, `preserve_thinking`) behind the `peg-native` + `deepseek` chat/reasoning pairing the Pi agent expected | the Q8_0 AGENT experiment, then the STRIX Q4_0 tier | `/home/dank/models/kingjones-Qwen3.8-27B-STRIX-MTP/` (six card files + projector), runtime `/home/dank/ciru-qwen38/ROCmFPX/build-promptforge/bin/llama-server` |
| 2026-08-29 → 08-30 (one day) | agentionai FAST-imatrix **`v2/` joined-PLE** file 87.06 GiB | charlie12345/ROCmFPX `build-qwen38` + `scripts/patches/qwen4exp-qsa-f32-mask.patch` | 2 × 200,704 / 401,408 f16 KV, no MTP head loads | kingjones STRIX on its own pinned fork | `/home/dank/GitPackages/ROCmFPX/build-qwen38` + the agentionai payload, both on disk |
| 2026-08-18 → 08-25 | caf-eemin `Q4_0_ROCMI4.gguf` 13.50 GiB `ad51ecbe…` with embedded NextN/MTP | charlie12345/ROCmFPX, ROCmI4 W4A4 | one window, MTP `n4 / p0.60` | the 27B STRIX tier took the slot | re-fetch into `/home/dank/models/eemin-Qwen3.8-27B-ROCMI4-MTP/` |
| through 2026-08-24 | CIRU ActiveFPX PromptForge v3: GGUF 15.44 GiB + 3 `.pfs` + mmproj ≈ 36.7 GiB | CIRU ROCmFPX `build-promptforge` | 1 × 262,144, native MTP depth 4, ngram off | eemin ROCmI4 | `/home/dank/models/CIRU-Qwen3.8-27B-ActiveFPX-v3/` + `/home/dank/ciru-qwen38/ROCmFPX/build-promptforge/bin/llama-server`; scripts `git revert 4c43839 7aee1df 40d50fe` or checkout `132e147` |
| 2026-08-22 (same day) | `jcbtc/Qwen3.8-27B-IU4-Kairic-Edge` 15.48 GiB + 3 `.pfs` | ciru-ai/ROCmFPX tag `kairic-edge-qwen38-27b-v1` @ `e97b324` | one window, IU4 W4A4 lane, ubatch 512 | prefill 1.5–2.3× faster but prose decode 15–26 % slower → back to v3 the same day | `/home/dank/models/Kairic-Qwen3.8-27B-IU4-Edge/` + `/home/dank/ciru-qwen38/ROCmFPX-kairic/build-kairic/bin/llama-server` |
| 2026-08-21 (same day) | unsloth `UD-Q8_K_XL` 31.4 GiB + z-lab DFlash2 Q4_K_M 2.0 GiB | upstream llama.cpp PR #27342, `GGML_VULKAN=ON` | Vulkan0 — HIP has no `TOP_K`, so DFlash could not run there | slower than the CIRU runtime it replaced | both files in `/home/dank/models/`; the PR build must be rebuilt |
| ≤ 2026-09 — 11 earlier eras: payloads, shapes and every measured number destroyed 2026-10-19 as obsolete | — | — | — | — | —
Port note: this slot settled on **:7770** on 2026-08-22 (52625 before it); the 2026-08-17 fleet redo
created it — earlier topologies in [[frank-redo-2026-08-17]].
created it — earlier topologies in .
## Laws learned here
@@ -134,7 +125,7 @@ created it — earlier topologies in [[frank-redo-2026-08-17]].
85–180 s until `HALOGEN_CACHE_MB=16384` was pinned. What the pool takes is what the table loses, so
re-measure the warm ratio after any pool change.
- **400-zone law:** the harness window MUST sit ~45k under the engine ceiling (`contextWindow:
155648` = 200,704 − 45,056) because the harness clamps `max_tokens` to `contextWindow − est − 4096`,
155648` = 200,704 − 45,056) because the harness clamps `max_tokens` to `contextWindow − est − 4096`
its chars/4 `est` under-counts code/agent traffic by ~3 %, and compaction only fires at 85 %. The
3 % is measured, not theory: 2026-10-07 at the old 200,192 ceiling, est 152,938 vs server 157,388 —
over by 354, a 400. At the live shape compaction fires at 132,301 est ≈ 136k measured (the 180k
@@ -180,9 +171,9 @@ created it — earlier topologies in [[frank-redo-2026-08-17]].
Gated-DeltaNet layers it also disables MTP's rollback path, −7…−15 %); DFlash across parallel slots
(shared draft ctx spuriously emits EOG); `-ot`/`-ncmoe` on a hybrid split (disables mmap, page-locks
~108 GiB and stranded the host until a power cycle); `--no-mmap` on any PLE-table file (silent cgroup
OOM-kill); forcing PLE to CPU (23 → 13.4 t/s); `HALOGEN_FA_TQ=256` (no decode win, −9.5 % prefill);
OOM-kill); forcing PLE to CPU (23 → 13.4 t/s); `HALOGEN_FA_TQ=256` (no decode win, −9.5 % prefill)
big ubatches as a decode knob (prefill-only, ub 512 fastest); Flash-Next MTP heads on the qwen4exp
loader (only `blk.48`, never the full per-layer norm set); mradermacher i1 GGUFs (NextN stripped);
loader (only `blk.48`, never the full per-layer norm set); mradermacher i1 GGUFs (NextN stripped)
vLLM quant paths on gfx1151; a custom Jinja template on gufo (no Jinja engine — send the `terse` text
as a client system message instead).
- Build lore if a fork is rebuilt: purge Ubuntu `librocwmma-dev` (shadows AMD's headers, `-I` cannot beat
@@ -191,7 +182,7 @@ created it — earlier topologies in [[frank-redo-2026-08-17]].
## Contract (wire)
- Live: `/v1/models`, `/health`, `/metrics`, POST `/v1/chat/completions`; `404`: `/ping`, `/props`,
- Live: `/v1/models`, `/health`, `/metrics`, POST `/v1/chat/completions`; `404`: `/ping`, `/props`
`/completion`, `/tokenize`. **No `Server-Timing` header and no `/completion` timing object** — measure
wall-clock plus `usage.prompt_tokens`.
- Thinking lands in `reasoning_content` and **counts against `max_tokens`**: a budget that dies
@@ -200,7 +191,7 @@ created it — earlier topologies in [[frank-redo-2026-08-17]].
thinking tokens mean on the 2026-10-17 battery, against 784 for the retired Swift1.5 finetune (×1.9)
and 905 for the censored 27B.
- `reasoning_effort` accepts only `xhigh|medium|low` (anything else is a template error — the
`models.yml` fold stays) and there is **no `"none"`**: disable thinking with `enable_thinking:false`,
`models.yml` fold stays) and there is **no `"none"`**: disable thinking with `enable_thinking:false`
which is also what the llama.cpp-era QwenSharp template wanted (`reasoning_effort:"none"` threw
there too). `preserve_reasoning` is a 400 on this engine; the llama.cpp-era key was
`chat_template_kwargs.preserve_thinking`, which decided whether `<think>` blocks stayed in recorded
@@ -214,7 +205,7 @@ created it — earlier topologies in [[frank-redo-2026-08-17]].
model answers "video", ~2,040 tokens per image, `http(s)` image URLs refused on purpose.
- The first request after a boot is a warmup artifact and may sit silent 45–60 s with 503
`engine_unresponsive` then self-recover — do not restart over it; `/health` 503 during load is loading.
Flags read once at startup, all bitwise except `HALOGEN_CK_OVERLAY`, `HALOGEN_MATMUL_TUNING_FILE`,
Flags read once at startup, all bitwise except `HALOGEN_CK_OVERLAY`, `HALOGEN_MATMUL_TUNING_FILE`
`HALOGEN_INDEXER_BUDGET`, `HALOGEN_COMPOSABLE_CONTEXT`.
- Deploy waits for :7770 to be free: a rootless container binds it at CREATE and exits 126, and a
leftover Quadlet beside the root unit guarantees the race.
@@ -225,14 +216,12 @@ created it — earlier topologies in [[frank-redo-2026-08-17]].
`podman run`, ledger to `/home/dank/logs/frank_dragoon.log`) · `scripts/frank-dragoon.service`
(`User=dank`, `LimitMEMLOCK=infinity`, `Restart=always`, `OOMScoreAdjust=-500`, `ExecStop=podman stop
-t 60`) → `deploy_llm_dragoon` in `scripts/deploy-remote.sh`.
- Fetchers: `download-frank-dragoon-v2abl.sh` (live); era rollbacks `-flashnext`, `-halogen`,
`-kingjones`, `-kingjones-uncensored`, `-swift`, `-unsloth`, `-q4`, `-orca`,
- Fetchers: `download-frank-dragoon-v2abl.sh` (live); era rollbacks `-flashnext`, `-halogen`
`-kingjones`, `-kingjones-uncensored`, `-swift`, `-unsloth`, `-q4`, `-orca`
`download-frank-dragoon.sh`; runtime pins `build-rocmfpx.sh`, `build-gufo.sh`.
- Verification: `tests/frank_dragoon_unit.bats` (payload gates, deployer/serve parity, spec block, KV
band), `tests/llm_units.bats`, `tests/llm_secrets.bats`, `scripts/census-frank-dragoon.sh`,
`scripts/battery-frank-dragoon.py`, `scripts/stage-frank-dragoon-eval.sh`,
band), `tests/llm_units.bats`, `tests/llm_secrets.bats`, `scripts/census-frank-dragoon.sh`
`scripts/battery-frank-dragoon.py`, `scripts/stage-frank-dragoon-eval.sh`
`scripts/trial-frank-dragoon.sh`.
- Related: [[deployment]] · [[Model Swap and Rollback]] · [[frank-zealot]] · [[frank-archon]] ·
[[dankclaw-iommu-translation-off]] · [[frank-redo-2026-08-17]] · [[Dankclaw System Specs]] ·
[[DFlash DSpark Speculative Decoding]] · [[qwen3.8-spec-matrix]] · [[qwen3.8-strix-optimizations]].
-Related: · · · ·
---