Frank
5829a0bfe8
All in-repo path references (AGENTS.md, README, old scripts, report artifacts,
test code paths) rewritten in the same commit; focused-test map extended for
.gitignore, old/scripts/*, dankclaw/comfyui/*, and report/* per this repo's
own convention ('add one before committing'). Obsidian wikilinks are
title-based and unaffected.
131 lines
6.1 KiB
Markdown
131 lines
6.1 KiB
Markdown
# LLM Fleet — Knowledge Base
|
||
|
||
Documentation for the LLM inference fleet on two local machines
|
||
(2026-09-02): FreeToken v0.1.2 on Dankserver (frank-default-small,
|
||
Qwen3.6-35B-A3B-FP8) and ROCmFPX llama.cpp on Dankclaw
|
||
(frank-default-large, kingjones Qwen3.8 Uncensored Q6 AGENT). Both
|
||
services run the Qwen-Sharp chat template.
|
||
|
||
> 2026-08-22: the former `vllmScripts` repository is merged into the
|
||
> serverAppConfigs repository. This knowledge base moved from the old repo's
|
||
> `serverAppConfigs-docs/` root to `serverAppConfigs-docs/LLM/`. The fleet scripts and units now live in the
|
||
> repo's `scripts/` directory.
|
||
|
||
## Deployment Topology
|
||
|
||
```mermaid
|
||
graph LR
|
||
subgraph Dankserver[NVIDIA Dankserver - Ubuntu 26.04]
|
||
A[RTX 3090 24GB + 60GB RAM]
|
||
B2[FreeToken v0.1.2
|
||
frank-default-small, port 7770]
|
||
C[Qwen3.6-35B-A3B-FP8
|
||
block-fp8, 20% MoE residency, 453k KV / 4 streams]
|
||
A --> B2 --> C
|
||
end
|
||
|
||
subgraph Dankclaw[AMD Strix Halo - Ubuntu 26.04]
|
||
E2[gfx1151 iGPU 64 GiB unified memory]
|
||
E[charlie12345/ROCmFPX build-kairic (v81)
|
||
frank-default-large, port 7770]
|
||
F[Qwen3.8 Uncensored Q6 ROCmFPX AGENT
|
||
MTP draft + Turbo4 V cache, 262K ctx / 1 slot]
|
||
E2 --> E --> F
|
||
end
|
||
|
||
CLI[LLM Clients / API] -->|HTTP :7770| B2
|
||
CLI -->|HTTP :7770| 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
|
||
|
||
- [[freetoken-frank-default-small]] — the active frank-default-small
|
||
runbook: FreeToken v0.1.2 serving Qwen3.6-35B-A3B-FP8 on Dankserver
|
||
(2026-09-02)
|
||
- [[freetoken-benchmark-sweep]] — KV pool vs decode speed sweep
|
||
(bs1/bs3/bs4/bs6, 8k–700k KV) on Dankserver RTX 3090
|
||
- [[deployment]] — deploy and update process for both servers
|
||
- [[frank-redo-2026-08-17]] — the 2026-08-17 topology change
|
||
- [[kingjones-strix-rocmfp4]] — active frank-default-large runbook:
|
||
kingjones777/Qwen3.8-Flash-Next-ROCmFP4-STRIX-GGUF, 177B params
|
||
(56B MoE + 51.2B PLE), single 113.47 GiB GGUF, STRIX tier
|
||
- [[ubatch-benchmark-large]] — active-model llama-bench ubatch sweep plan and results
|
||
- [[kingjones-q8agent-rocmfpx]] — the retired Q8_0-AGENT investigation and `set_rows` failure
|
||
- [[eemin-rocmi4-mtp]] — the former caf-eemin Qwen3.8-27B embedded-MTP model
|
||
on Dankclaw (retired)
|
||
- [[dealign-ornith-crack]] — the retired Ornith-1.5-35B-A3B CRACK model on
|
||
Dankserver (frank-default-small, retired 2026-09-02)
|
||
- [[ikllama-ornith-dankserver]] — the retired ik_llama.cpp runtime for
|
||
frank-default-small (2026-08-26): q8_0 + Hadamard KV cache,
|
||
split-mode none (single-GPU), mandatory FA_ALL_QUANTS build flags
|
||
- [[kingjones-strix-mtp]] — the former Q6 AGENT runbook (restored 2026-09-01
|
||
after Q8_0 failure, then superseded by the STRIX deployment on 2026-08-27)
|
||
- [[ciru-activefpx-promptforge]] — the RETIRED v3 CIRU PromptForge runtime
|
||
on Dankclaw (superseded 2026-08-24 by the kingjones ROCmFP4 model)
|
||
- [[kairic-edge]] — the retired Kairic Edge IU4 experiment
|
||
(deployed and reverted 2026-08-22)
|
||
- [[Dankserver System Specs]] — the RTX 3090 box (frank-default-small)
|
||
- [[Dankclaw System Specs]] — the CIRU ROCmFPX box (frank-default-large)
|
||
|
||
## CIRU Reference (Dankclaw)
|
||
|
||
- [[ciru-activefpx-promptforge]] — the RETIRED v3 model, ROCm 7.15 toolchain,
|
||
and build history (on Dankclaw; the slot now serves the kingjones
|
||
ROCmFP4 model, see [[kingjones-strix-mtp]])
|
||
- [[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 historical family; frank-default-small now serves
|
||
Ornith-1.5-35B-A3B, see [[dealign-ornith-crack]])
|
||
|
||
## 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]] — index of multi-node inference research. The PP
|
||
pair is retired. These pages are research history.
|
||
|
||
## Runtime Research (llama.cpp family)
|
||
|
||
- [[Llama Cpp Runtimes]] — mainline vs charlie12345/ROCmFPX vs ik_llama.cpp: positioning, quantization, server fit
|
||
- [[Llama Cpp Code Diff]] — code-level quantization diff of the three runtimes + server recommendations
|
||
- [[SGLang]] — the structured-generation serving engine; when it fits Dankserver (3090) vs Dankclaw (Strix Halo)
|
||
|
||
## Related
|
||
|
||
- [Project knowledge base](../index.md) — the Podman app stacks on the same
|
||
two hosts. OpenWebUI consumes the `:7770` endpoint on Dankserver. The
|
||
Gitea instance on Dankclaw hosts this repository.
|
||
- [Deployment Flow](../Architecture/Deployment%20Flow.md) — the service-scoped
|
||
git-based deploy with inference isolation |