Frank
d9af7f1d19
- Move all previous scripts to old/scripts/ (retired PP/NPU-era) - frank-default-large: llama.cpp FastMTP on dankserver (HauhauCS Qwen3.8-27B IQ4_XS + FastMTP 32K draft + ngram-mod, K q8_0/V f16, 128K ctx, batch 2048/ubatch 1024, port 7770) - frank-default-small: vLLM ROCm on dankclaw (Avesed Qwen3.6-35B-A3B INT8 W8A8, full 262144 ctx, no KV quant, 4 seqs, batch 16384, ngram spec, port 52625) - retarget deploy.sh (dankserver/dankclaw, inline sudo, no helpers) - docs: deployment + index + AGENTS.md + README for new topology, superseded banners on retired docs, add frank-redo-2026-08-17 runbook
80 lines
3.2 KiB
Markdown
80 lines
3.2 KiB
Markdown
# vLLM Scripts — Knowledge Base
|
|
|
|
Documentation for the LLM inference fleet on two local machines
|
|
(2026-08-17 redo): llama.cpp FastMTP on Dankserver and vLLM ROCm on
|
|
Dankclaw.
|
|
|
|
## Deployment Topology
|
|
|
|
```mermaid
|
|
graph LR
|
|
subgraph Dankserver[NVIDIA Dankserver - Ubuntu 24.04]
|
|
A[RTX 3090 24GB + 62GB RAM]
|
|
B[llama.cpp FastMTP
|
|
frank-default-large, port 7770]
|
|
C[Qwen3.8-27B-Aggressive IQ4_XS
|
|
FastMTP 32K draft + ngram-mod, 128K ctx]
|
|
A --> B --> C
|
|
end
|
|
|
|
subgraph Dankclaw[AMD Strix Halo - Ubuntu 26.04]
|
|
D[gfx1151 iGPU unified memory]
|
|
E[vLLM ROCm
|
|
frank-default-small, port 52625]
|
|
F[Avesed Qwen3.6-35B-A3B INT8 W8A8
|
|
full 262144 ctx, ngram spec, 4 seqs]
|
|
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 24.04 |
|
|
| [[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 full redo: topology change, model
|
|
choices, context math, and the two install runbooks
|
|
- [[Dankserver]] — the llama.cpp FastMTP box (frank-default-large)
|
|
- [[Dankclaw]] — the vLLM ROCm box (frank-default-small)
|
|
|
|
## vLLM Reference (Dankclaw)
|
|
|
|
- [[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 served by frank-default-small)
|
|
|
|
## 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. |