docs: reflect Ling-3 vLLM (frank-default-large) on Dankclaw

Update target maps (AGENTS, README, deployment, deploy.sh) from the retired
ROCmFPX llama.cpp stack to the active vLLM-ROCm CIRU INT4 service on port 7770
with MTP speculative decoding. Align Dankserver to the running
vllm-awq-qwen36 (AWQ, port 34401). Refresh KB pages: Dankclaw system specs
(gpu-mem-util 0.95, CIRU venv), quantization choices (INT4 primary, MXFP4
experiment), DFlash/DSpark Dankclaw section, and the KB index topology.

README.md

@@ -13,14 +13,16 @@ Scripts for running LLM inference on two local machines.
 
 | Service | Host | Runtime | Model | Port |
 |---------|------|---------|-------|------|
-| llama-server | dankclaw | ROCmFPX llama.cpp | Ling-3.0-flash ROCmFP4 MTP | 8080 |
+| frank-default-large | dankclaw | vLLM-ROCm (CIRU) | Ling-3.0-flash CIRU INT4 MTP | 7770 |
 | vllm-awq-qwen36 | dankserver | vLLM (Docker) | Qwen3.6-35B-A3B AWQ 4-bit | 34401 |
 
+> The retired ROCmFPX llama.cpp service on Dankclaw was replaced by the vLLM service above. Its unit file `scripts/llama-server.service` remains for reference.
+
 ## Models
 
 | Model | Target | Format |
 |-------|--------|--------|
-| Ling-3.0-flash ROCmFP4-MTP | dankclaw | ROCmFP4 GGUF |
+| Ling-3.0-flash CIRU INT4 (MTP) | dankclaw | INT4 W4A16 (Quark/vLLM) |
 | Qwen3.6 35B A3B AWQ 4bit | dankserver | AWQ |
 | Qwen3.6 35B A3B FP8 | dankserver | FP8 (documented, not active) |
 | Qwen3.6 27B FP8 | dankclaw | FP8 (documented, not active) |