Reorganize: llm/docs -> docs/LLM (LLM fleet knowledge base)

The LLM fleet documentation (deployment runbook, model runbooks,
benchmarks, research archive, retired-topology history) joins the
project knowledge base as docs/LLM/. Wikilinks resolve by filename,
so no link updates are needed for the move.

docs/LLM/index.md

@@ -0,0 +1,97 @@
+# vLLM Scripts — Knowledge Base
+
+Documentation for the LLM inference fleet on two local machines
+(2026-08-22): upstream llama.cpp on Dankserver (frank-default-small) and
+CIRU ROCmFPX llama.cpp with the PromptForge v3 runtime on Dankclaw
+(frank-default-large).
+
+## Deployment Topology
+
+```mermaid
+graph LR
+    subgraph Dankserver[NVIDIA Dankserver - Ubuntu 26.04]
+        A[RTX 3090 24GB + 62GB RAM]
+        B[upstream llama.cpp b10121
+frank-default-small, port 7770]
+        C[Qwen3.6-35B-A3B-Uncensored Q6_K_P
+ngram-mod, 36 MoE experts on CPU, 700K ctx]
+        A --> B --> C
+    end
+
+    subgraph Dankclaw[AMD Strix Halo - Ubuntu 26.04]
+        D[gfx1151 iGPU 64 GiB unified memory]
+        E[CIRU ROCmFPX llama.cpp PromptForge v3
+frank-default-large, port 52625]
+        F[jcbtc Qwen3.8-27B-CIRU-ActiveFPX-PromptForge v3
+262K ctx / 1 slot, full-W8 views, Output-K8 MTP, BF16 vision]
+        D --> E --> F
+    end
+
+    I[LLM Clients / API] -->|HTTP :7770| B
+    I -->|HTTP :52625| E
+```
+
+## Servers
+
+| Server                                  | GPU                           | VRAM / Memory        | OS           |
+| --------------------------------------- | ----------------------------- | -------------------- | ------------ |
+| [[Dankserver System Specs\|Dankserver]] | NVIDIA RTX 3090               | 24 GB VRAM, 62 GB RAM | Ubuntu 26.04 |
+| [[Dankclaw System Specs\|Dankclaw]]     | AMD Radeon 8060S (Strix Halo) | gfx1151 unified memory | Ubuntu 26.04 |
+
+## Active Deployment
+
+- [[deployment]] — deploy and update process for both servers
+- [[frank-redo-2026-08-17]] — the 2026-08-17 topology change
+- [[ciru-activefpx-promptforge]] — the v3 CIRU PromptForge runtime on
+  Dankclaw (frank-default-large, active; restored 2026-08-22)
+- [[kairic-edge]] — the retired Kairic Edge IU4 experiment
+  (deployed and reverted 2026-08-22)
+- [[Dankserver]] — the upstream llama.cpp box (frank-default-small)
+- [[Dankclaw]] — the CIRU ROCmFPX box (frank-default-large)
+
+## CIRU Reference (Dankclaw)
+
+- [[ciru-activefpx-promptforge]] — the v3 model, ROCm 7.15 toolchain,
+  and build history (active deployment)
+- [[kairic-edge]] — Kairic Edge IU4 runtime: build runbook, binary
+  identity, and experiment summary (retired 2026-08-22)
+
+## DFlash2 Reference (archived)
+
+- [[dflash2-large-vulkan]] — the retired DFlash2 Vulkan deployment
+  (2026-08-21)
+
+## vLLM Reference (historical)
+
+- [[VLLM Overview]] — installation, CLI, API, architecture, quantization, parallelism
+- [[VLLM Index]] — quick reference with commands, endpoints, and parameter table
+- [[Running Qwen3.6 35B A3B FP8 on Dankserver]] — Qwen3.6-35B-A3B hardware
+  notes and sizing (the model family now served by frank-default-small as
+  Q6_K_P)
+
+## Memory Management
+
+- [[RAM CPU Offloading in VLLM]] — KV cache swap between GPU VRAM and system RAM
+- [[Hybrid CPU GPU Processing Dankserver]] — NVIDIA GPU compute with system RAM offload
+- [[Shared Memory Architecture Dankclaw]] — AMD unified memory and ROCm configuration
+
+## Retired Topology (2026-08-17 redo)
+
+- [[Qwen3.8 PP Deployment]] — the retired pipeline-parallel head + worker
+- [[qwen3.8-spec-matrix]] — Qwen3.8-27B spec history (superseded by FastMTP)
+- [[FastFlowLM NPU Inference]] — the retired FastFlowLM NPU endpoint
+- [[frank-default-large-benchmark]] — backend/spec benchmark behind the old head
+- [[dankserver-vram-growth]] — VRAM/RAM growth behind the retired cuBLAS crash
+- [[DFlash DSpark Speculative Decoding]] — retired DFlash/DSpark drafting
+- [[Quantization by Hardware Architecture]] — which quant format fits which GPU/CPU
+
+## Pipeline Parallelism (archive)
+
+- [[Pipeline Parallelism]] — index of multi-node inference research. The PP
+  pair is retired; these pages are research history.
+
+## Sibling projects
+
+- [serverAppConfigs](../serverAppConfigs/docs/index.md) — the Podman app
+  stack on the same two hosts. Its OpenWebUI consumes the `:7770` endpoint
+  on Dankserver; its Gitea instance hosts this repository.