Swap LLM fleet to Ornith CRACK (small) and kingjones ROCmFP4 STRIX MTP (large); apply Qwen-Sharp chat template

- frank-default-small (Dankserver): Ornith-1.5-35B-A3B-CRACK Q8_0, bundled
  native draft-mtp (n_max 4), MoE expert FFN tensors pinned to CPU via an
  explicit --override-tensor \.ffn_(up|down|gate|gate_up)_(ch|)exps=CPU
  (replaces --n-cpu-moe), Qwen-Sharp chat template.
- frank-default-large (Dankclaw): kingjones Qwen3.8-27B-Uncensored-Q6_0
  ROCmFP4 AGENT dense GGUF, standalone mtp-Qwen3.8-27B-Q4_0 draft head
  (--model-draft, draft-mtp n_max 4), Qwen-Sharp chat template. Drop the
  retired PromptForge .pfs sidecar lanes.
- Track scripts/chat-template.jinja (v22.4.0 Sharp) and apply via
  --chat-template-file on both services.
- Docs: new kingjones-strix-mtp and dealign-ornith-crack runbook pages;
  update index, deployment, and both system specs; models.json names.

Smoke-tested both models on the real hardware on scratch ports before
commit: model loads, MTP draft attaches, Sharp template applies, chat
completion returns.

docs/LLM/kingjones-strix-mtp.md

@@ -0,0 +1,91 @@
+---
+type: reference
+title: kingjones Qwen3.8-27B ROCmFP4 STRIX MTP on Dankclaw
+description: kingjones777/Qwen3.8-27B-Uncensored-ROCmFP4-STRIX-MTP served by the CIRU ROCmFPX llama.cpp runtime on the Strix Halo iGPU. Dense model with a standalone MTP Q4_0 draft head. frank-default-large.
+tags:
+  - llama.cpp
+  - rocm
+  - dankclaw
+  - gfx1151
+  - kingjones
+  - rocmfp4
+  - mtp
+timestamp: 2026-08-24
+---
+
+# kingjones Qwen3.8-27B ROCmFP4 STRIX MTP on Dankclaw
+
+> **Active 2026-08-24.** `frank-default-large` serves this model. It
+> replaced the jcbtc v3 CIRU ActiveFPX PromptForge payload on the same
+> ROCmFPX runtime and the same CIRU llama.cpp binary. See
+> [[ciru-activefpx-promptforge]] for the retired v3 page.
+
+`frank-default-large` (port 7770) serves
+`Qwen3.8-27B-Uncensored-ROCmFP4-STRIX-MTP` from `kingjones777` on Hugging
+Face. It is a **dense** Qwen3.8-27B, abliterated (uncensored), quantized to
+the ROCmFP4 Q6 AGENT format (ftype 114). The MTP speculative head ships as
+a **separate** Q4_0 draft GGUF, so a bundled-head auto-detect does not apply
+here; the head is loaded with `--model-draft`.
+
+## Model Files
+
+The card ships six text files plus the vision projector. The service uses
+the Q6 AGENT file (requested for the fleet), the separate MTP draft head
+and the Q8 vision projector.
+
+| File | Size |
+|------|------|
+| `Qwen3.8-27B-Uncensored-Q6_0_ROCMFPX_AGENT.gguf` | 23.15 GiB |
+| `mtp-Qwen3.8-27B-Q4_0.gguf` (draft head) | 1.56 GiB |
+| `mmproj-Qwen3.8-27B-Q8_0.gguf` (vision) | 0.59 GiB |
+
+Store the files under `/home/dank/models/kingjones-Qwen3.8-27B-STRIX-MTP/`.
+
+## Speculative Decoding
+
+Dense model, so the finding measured on the dense Qwen3.8 family holds:
+**MTP alone at `--spec-draft-n-max 4` is the knee**. ngram under MTP hurts
+(measured -4 to -5 t/s on the v3; see [[ciru-activefpx-promptforge]]). The
+draft head is a separate file loaded via:
+
+```
+--spec-type draft-mtp
+--model-draft mtp-Qwen3.8-27B-Q4_0.gguf
+--spec-draft-n-max 4
+--spec-draft-n-min 0
+--spec-draft-p-min 0.0
+```
+
+The draft head loads on `ROCm1` with full offload (`--spec-draft-ngl 999`)
+and f16 KV.
+
+## Launch Excerpt
+
+The key flags on the CIRU ROCmFPX runtime:
+
+```
+llama-server \
+  -m Qwen3.8-27B-Uncensored-Q6_0_ROCMFPX_AGENT.gguf \
+  --mmproj mmproj-Qwen3.8-27B-Q8_0.gguf \
+  --chat-template-file chat-template.jinja \
+  -ngl 999 -dev ROCm0 -c 262144 -np 1 \
+  --spec-type draft-mtp --model-draft mtp-Qwen3.8-27B-Q4_0.gguf \
+  --spec-draft-ngl 999 --spec-draft-n-max 4 \
+  -fa on --no-mmap --cache-type-k f16 --cache-type-v f16
+```
+
+## Known Issues
+
+1. **GPU only**: Vulkan, CUDA, and CPU cannot load these files.
+2. `--spec-draft-n-max` defaults to 16; set 4.
+3. `reasoning_effort: "none"` throws in the Qwen API. Use
+   `enable_thinking: false` instead.
+4. Small `max_tokens` with thinking on returns empty `content`. The Sharp
+   template drives thinking on by default (effort medium).
+
+## See Also
+
+- [[deployment]] — deploy and update process
+- [[ciru-activefpx-promptforge]] — the retired v3 page
+- [[Dankclaw System Specs]] — the box
+- [[frank-redo-2026-08-17]] — fleet topology history