7aee1df7c36c20e22399b31bd4ff81beb814a496
The pinned runner sets LLAMA_TARGET_GREEDY_ARGMAX_FASTPATH=1, but the exact-Q8 argmax fast path fails closed on any non-greedy request. The model card's own chat instructions override sampling per request with Qwen live values (temp 0.7, top-p 0.8, top-k 20, min-p 0, presence_penalty 1.5), which the fast path rejects (400). Production chat forces the fast path to 0; the Kairic IU4 lane (--kairic-edge) and the MTP draft fast path are unaffected.
docs: benchmark ngram-mod stacking under MTP on v3 stack (8k/16k/64k); doc CLI order does not matter
vLLM Scripts
Deployment scripts for the LLM inference fleet (2026-08-18 topology): upstream llama.cpp on Dankserver and CIRU ROCmFPX llama.cpp on Dankclaw.
Targets
| Host | User | Codename | GPU |
|---|---|---|---|
| dankserver | dank | Dankserver | NVIDIA RTX 3090 24 GB + 62 GB RAM |
| dankclaw | dank | Dankclaw | AMD Strix Halo iGPU gfx1151 (unified memory) |
Active Services
| Service | Host | Runtime | Model | Port |
|---|---|---|---|---|
| frank-default-small | dankserver | llama.cpp (upstream b10121) | HauhauCS Qwen3.6-35B-A3B-Uncensored-Aggressive Q6_K_P + ngram-mod, 36 MoE experts on CPU, 4 slots x ~175K ctx | 7770 |
| frank-default-large | dankclaw | CIRU ROCmFPX llama.cpp (ROCm 7.15 SDK) | jcbtc Qwen3.8-27B-CIRU-ActiveFPX-PromptForge v2, native MTP + PromptForge DualView, 262K ctx / 1 slot | 52625 |
The 2026-08-17 redo retired the pipeline-parallel split (PP head + RPC
worker) and the FastFlowLM NPU endpoint. The 2026-08-18 swap retired the
vLLM service on Dankclaw and renamed the services (see AGENTS.md). Their
scripts are preserved in old/scripts/ for reference.
Structure
docs/— knowledge base: deployment runbook, model notes, research archivescripts/— serve scripts, env files, systemd units, deploy and test toolsold/scripts/— retired PP/NPU-era scripts (reference only)
Deployment
See docs/deployment.md. Run
FRANK_SUDO_PW=... ./scripts/deploy.sh dankserver for the llama.cpp box or
FRANK_SUDO_PW=... ./scripts/deploy.sh dankclaw for the CIRU box.
Knowledge Base
See docs/index.md for the project knowledge base index.
Languages
Shell
60.4%
Python
21%
HTML
6.2%
Jinja
3.9%
C++
3.9%
Other
4.6%