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serverAppConfigs/serverAppConfigs-docs/Research/index.md
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Frank a5fe045b58 docs(vault): one fact, one owner — repair the doubled pages, single-source the facts
Structural repair:
- 13 pages were the same document twice (each exactly 2x its HEAD size),
  a second frontmatter block whose closing fence had been glued onto a body
  line by a frontmatter rewrite that re-read its own output. Un-doubled by
  cutting at the second frontmatter and keeping the copy whose body is a
  superset; the orphan census reports 0 lost tokens against HEAD.
- log.md: one entry per date, bare `## YYYY-MM-DD` headings, newest first —
  66 dated headings merged into 34, titles demoted to bold leads, every
  content line verified present. The file had been descending at the head
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Ownership moves:
- New `LLM/frank-medium.md` is the locator for the retired Dankserver
  endpoint: era windows quoted from each era page's own banner, no numbers
  restated, and the two unresolved date conflicts recorded instead of
  silently resolved. `frank-archon.md` links to it instead of restating the
  pre-rename window.
- The four Pipeline-Parallelism stubs (frontmatter only, no body) are gone;
  `Multi-Node Runtimes.md` owns runtime construction, launch, mixed-vendor
  verdicts and cross-split spec decode, and the four links that pointed at
  the stubs were repointed at it or at the drafter page.
- Authentik's three stub pages fold into `Authentik.md`, with the process
  detail and the outpost reference split out so the parent stays under the
  length hint.

Verified corrections (host census + live probe, 2026-10-19):
- The MXFP4 checkpoint two pages called the "on-disk rollback" is gone:
  /home/dank/models/ holds StillDeadcode, rad and tpl.jinja. Stated once, on
  the era page that owns that payload; the swap page now links to it.
- frank-medium-radiance-mxfp4: the 4.24/7 accept rate belongs to the DFlash2
  arm measured on the FP8 target, not to the MXFP4 era; the 3-family soak run
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- Fleet shapes re-confirmed against the live endpoints before touching any
  page: 3x200000 fp8 KV, 2x200704, 2x262144.

Index rows are regenerated, not hand-carved. Net -1,849 vault lines.
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Markdown

# Research
Subagent research briefs for the two hosts. Each page is a focused research
findings doc; the project root index ([serverAppConfigs-docs/index.md](../index.md)) links back.
## LLM Inference
- [[Llama Cpp Runtimes]] — The llama.cpp trees on this host compared: positioning, quantization formats, and fit for each machine.
- [[Llama Cpp Code Diff]] — Code-level diff of the three llama.cpp trees here: quantization code, type numbers, and what differs for our cards.
- [[SGLang]] — What SGLang is, how it schedules and caches, how it compares to the runtimes here, and whether it fits this fleet.
## Image / Media
- [[ComfyUI ROCm and Vulkan]] — Whether ComfyUI can use the Strix Halo APU at all, and which backend path actually reaches the GPU.
- [[Lemonade and sd.cpp]] — Why Lemonade Server can do image generation on Strix Halo when ComfyUI cannot.
## Audio / TTS
- [[Local TTS and Voice Cloning]] — Creating a local voice from sample files: the open-weight cloning landscape, the measured engine A/B, the audio stack.
## Career / Job Search
- [[AI Job Search and Resume Tools]] — Self-hosted job-search and resume tools: the landscape, local-LLM fit, and the recommended homelab stack.
## Self-Hosted Landscape
- [[Most Popular Self-Hosted AI Apps]] — The most-starred self-hosted AI applications of the year so far, with homelab fit and adoption notes.
## Games / Creative
- [[PICO-8 Asset Standards]] — Asset-sheet standards for PICO-8: palette discipline, one light direction, detail hierarchy, cohesion checklist.
## Backups
- [[Backblaze Integration]] — Off-site backup plan for the bind-mounted data on both hosts.
## Legacy
- [[Service Research Brief]] — Consolidated upstream research on the fleet's LLM runtimes, dated to when it was gathered.