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Add Qwen3.8-27B + Muse Glimmer 30B llama.cpp configs (single 3090) - #992

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Add Qwen3.8-27B + Muse Glimmer 30B llama.cpp configs (single 3090)#992
Isaac-opz wants to merge 2 commits into
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Isaac-opz:isaac/qwen38-windows-native

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@Isaac-opz Isaac-opz commented Aug 15, 2026

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Summary

Adds two new model directories with validated llama.cpp configs for single RTX 3090, plus a reference doc for native Windows inference. No changes to existing files.

  • Qwen3.8-27B (models/qwen3.8-27b/): dense 27B, hybrid GDN+FA, native 262K ctx, MTP head embedded, vision + tools. Four profiles validated on llama.cpp b10435 (native Windows): mtp-170k (~40–44 t/s), max-262k (~30–33 t/s), think-262k, balanced-128k.
  • Muse Glimmer 30B (models/muse-glimmer-30b/): Meta Superintelligence Lab dense 30B (SWA+GQA), DFlash n=15 at 131K: 47 t/s post-sweep, native tool calling + vision. Validated on WSL2 (build 10349).
  • docs/WINDOWS_NATIVE.md: reference notes for llama-server.exe on native Windows (--mlock, ubatch sizing, gpu-layers, parallel, cold start, process management patterns).

Single-rig data throughout. Each model has a CHANGELOG with measured numbers and explicit N/A justifications for the verify/soak/bench gates that don't apply to the non-Docker path. Happy to re-run under your harness or restructure to match the catalog registry format if preferred.

Type of change

  • New compose variant (models/<model>/<engine>/compose/docker-compose.<name>.yml)
  • New patch / sidecar (models/<model>/<engine>/patches/)
  • New script or tool (scripts/, tools/)
  • New model (models/<new-model>/)
  • Doc-only / typo
  • Other (describe) — reference YAMLs (not Docker Compose) + native Windows doc

Verification

  • Full rig + validation report attached
  • Profile header complete (new/changed compose)
  • BENCHMARKS row added
  • CHANGELOG entry added in models/<model>/CHANGELOG.md.

N/A justifications (if any boxes above are unchecked)

  • report.sh / verify-full / verify-stress / soak-continuous: N/A — these target Docker containers. The configs here are native Windows (llama-server.exe) and WSL2 host builds with no container to smoke-test. Validation is sustained production use: 7+ days continuous agentic workloads (Hermes Agent multi-turn tool calling, long-context RAG, vision) per profile without degradation or VRAM creep.
  • Profile header: N/A — these are reference YAMLs documenting CLI invocations, not Docker Compose files. No test-compose-status-drift gate applies. Happy to restructure into proper compose + registry entries if you want them in the catalog.
  • BENCHMARKS row: deferred — single-rig data (one RTX 3090, one OS). Numbers are in each model's README + CHANGELOG with full hardware context. Happy to add a BENCHMARKS row once you confirm the column shape you'd like, or if another rig confirms the numbers.

Cross-links

  • Closes #
  • Related upstream: llama.cpp MTP spec-decode (merged), DFlash draft KV quantization issue #25725 (fix #25823 in build 10349)

…ve notes

New model directories:
- models/qwen3.8-27b/: 4 profiles (mtp-170k, max-262k, think-262k, balanced-128k)
  validated on single RTX 3090, llama.cpp b10435 native Windows.
- models/muse-glimmer-30b/: DFlash n=15 at 131K, validated on WSL2 (build 10349).

New doc:
- docs/WINDOWS_NATIVE.md: reference notes for llama-server.exe on native Windows
  (--mlock, ubatch sizing, gpu-layers, parallel, cold start, process management).

Each model has a CHANGELOG.md with measured numbers and explicit N/A
justifications for the verify/soak/bench gates that don't apply to the
native Windows / non-Docker path.

No changes to existing files (README.md, BENCHMARKS.md, registry).
- qwen3.8 README: remove WSL2 contradiction, soften causal claim to 'consistent with', label comparison table as llama.cpp, add See also section
- muse-glimmer README: remove unmeasured 'equivalent performance' claim, 'verified'→date, 'post-sweep'→'post-tuning', 'without losing correctness'→'no observed quality regression', add upstream issue links, add See also
- WINDOWS_NATIVE.md: 'indefinitely'→'across extended sessions'
- Both CHANGELOGs: 'without degradation'→'without observed degradation', 'confirm no cliff'→'consistent with no cliff (full soak not run)', 'happy to re-run with their harness'→impersonal, add upstream links
- Move YAMLs from llama-cpp/compose/single/... to llama-cpp/reference/ (they are not Docker Compose files; nothing in the repo parses them)
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