Frank
90c4ac69a7
Fanned out 5 read-only doc-auditor subagents (one per service group) that fact-checked the knowledge base against the live system + repo config, researched official setup docs online, and verified progress. Applied: - All 34 broken links fixed (real pages / external URLs / correct relative paths); 0 broken links remain. No .AGENTTRASH links (the 4 mentions are accurate descriptive text, not links). - Fact-check fixes: Readarr retired (May 2026), Radarr v4->v6, Calibre 9.2.1 live, Calibre-Web 0.6.25 live, Copyparty v1.20.21, LLM index ncmoe 38 + 786432 ctx, frank-default-small active (not frank-pp-worker), Hermes/SearXNG/Grafana hostnames, Loki/Alloy local images, Observability diagram (Promtail->Alloy), VLLM retired note, DFlash status, benchmark live-drift notes, Homepage test count 116.
104 lines
4.3 KiB
Markdown
104 lines
4.3 KiB
Markdown
# LLM Fleet — Knowledge Base
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Documentation for the LLM inference fleet on two local machines
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(2026-08-22): upstream llama.cpp on Dankserver (frank-default-small) and
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CIRU ROCmFPX llama.cpp with the PromptForge v3 runtime on Dankclaw
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(frank-default-large).
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> 2026-08-22: the former `vllmScripts` repository is merged into the
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> serverAppConfigs repository. This knowledge base moved from the old repo's
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> `docs/` root to `docs/LLM/`. The fleet scripts and units now live in the
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> repo's `scripts/` directory.
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## Deployment Topology
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```mermaid
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graph LR
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subgraph Dankserver[NVIDIA Dankserver - Ubuntu 26.04]
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A[RTX 3090 24GB + 62GB RAM]
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B[upstream llama.cpp b10121
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frank-default-small, port 7770]
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C[Qwen3.6-35B-A3B-Uncensored Q6_K_P
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ngram-mod, 38 MoE experts on CPU, 786432 ctx]
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A --> B --> C
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end
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subgraph Dankclaw[AMD Strix Halo - Ubuntu 26.04]
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D[gfx1151 iGPU 64 GiB unified memory]
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E[CIRU ROCmFPX llama.cpp PromptForge v3
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frank-default-large, port 7770]
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F[jcbtc Qwen3.8-27B-CIRU-ActiveFPX-PromptForge v3
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262K ctx / 1 slot, full-W8 views, Output-K8 MTP, BF16 vision]
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D --> E --> F
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end
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I[LLM Clients / API] -->|HTTP :7770| B
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I -->|HTTP :7770| E
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```
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## Servers
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| Server | GPU | VRAM / Memory | OS |
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| --------------------------------------- | ----------------------------- | -------------------- | ------------ |
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| [[Dankserver System Specs\|Dankserver]] | NVIDIA RTX 3090 | 24 GB VRAM, 62 GB RAM | Ubuntu 26.04 |
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| [[Dankclaw System Specs\|Dankclaw]] | AMD Radeon 8060S (Strix Halo) | gfx1151 unified memory | Ubuntu 26.04 |
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## Active Deployment
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- [[deployment]] — deploy and update process for both servers
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- [[frank-redo-2026-08-17]] — the 2026-08-17 topology change
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- [[ciru-activefpx-promptforge]] — the v3 CIRU PromptForge runtime on
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Dankclaw (frank-default-large, active. Restored 2026-08-22)
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- [[kairic-edge]] — the retired Kairic Edge IU4 experiment
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(deployed and reverted 2026-08-22)
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- [[Dankserver System Specs]] — the upstream llama.cpp box (frank-default-small)
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- [[Dankclaw System Specs]] — the CIRU ROCmFPX box (frank-default-large)
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## CIRU Reference (Dankclaw)
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- [[ciru-activefpx-promptforge]] — the v3 model, ROCm 7.15 toolchain,
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and build history (active deployment)
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- [[kairic-edge]] — Kairic Edge IU4 runtime: build runbook, binary
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identity, and experiment summary (retired 2026-08-22)
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## DFlash2 Reference (archived)
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- [[dflash2-large-vulkan]] — the retired DFlash2 Vulkan deployment
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(2026-08-21)
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## vLLM Reference (historical)
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- [[VLLM Overview]] — installation, CLI, API, architecture, quantization, parallelism
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- [[VLLM Index]] — quick reference with commands, endpoints, and parameter table
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- [[Running Qwen3.6 35B A3B FP8 on Dankserver]] — Qwen3.6-35B-A3B hardware
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notes and sizing (the model family now served by frank-default-small as
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Q6_K_P)
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## Memory Management
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- [[RAM CPU Offloading in VLLM]] — KV cache swap between GPU VRAM and system RAM
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- [[Hybrid CPU GPU Processing Dankserver]] — NVIDIA GPU compute with system RAM offload
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- [[Shared Memory Architecture Dankclaw]] — AMD unified memory and ROCm configuration
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## Retired Topology (2026-08-17 redo)
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- [[Qwen3.8 PP Deployment]] — the retired pipeline-parallel head + worker
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- [[qwen3.8-spec-matrix]] — Qwen3.8-27B spec history (superseded by FastMTP)
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- [[FastFlowLM NPU Inference]] — the retired FastFlowLM NPU endpoint
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- [[frank-default-large-benchmark]] — backend/spec benchmark behind the old head
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- [[dankserver-vram-growth]] — VRAM/RAM growth behind the retired cuBLAS crash
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- [[DFlash DSpark Speculative Decoding]] — retired DFlash/DSpark drafting
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- [[Quantization by Hardware Architecture]] — which quant format fits which GPU/CPU
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## Pipeline Parallelism (archive)
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- [[Pipeline Parallelism/index]] — index of multi-node inference research. The PP
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pair is retired. These pages are research history.
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## Related
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- [Project knowledge base](../index.md) — the Podman app stacks on the same
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two hosts. OpenWebUI consumes the `:7770` endpoint on Dankserver. The
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Gitea instance on Dankclaw hosts this repository.
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- [Deployment Flow](../Architecture/Deployment%20Flow.md) — the unified
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git-based deploy for both workloads |