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Shared publication assets

These assets are shared by the GitHub, Hugging Face, and research publication packs.

Asset Purpose Source
architecture.svg Repository-friendly current architecture diagram Publication architecture specification in generate_assets.py
architecture.pdf Vector publication architecture figure Generated from architecture.svg
architecture.mmd Compact Mermaid architecture diagram Current architecture boundaries
router_scaling.svg Post-audit router accuracy and MRR plot active-system-audit.json
router_scaling.csv Router plot data active-system-audit.json
ppkg_lookup.svg P-package lookup latency plot active-system-audit.json
ppkg_scaling.csv P-package growth and lookup table active-system-audit.json
causal_conditions.csv Matched CUDA causal attribution table active-system-cuda-attribution.json
gemma_causal_conditions.csv Gemma 4 Q8 GGUF causal conditions gemma4-e4b-q8-causal.json
vram_comparison.csv Matched P-cache, retained-KV, and combined VRAM table vram-comparison.json
vram_comparison.svg Matched incremental peak VRAM plot vram-comparison.json
VRAM_COMPARISON.md Measurement boundary and exact results vram-comparison.json
EVIDENCE_MANIFEST.json Source artifact hashes and generator metadata Recorded benchmark JSON files

Regenerate the derived assets from the repository root with:

PYTHONPATH=src .venv/bin/python Publishing/Assets/generate_assets.py

Generation requires the publishing optional dependency and the qpdf command. The generator removes volatile PDF metadata and uses a deterministic document identifier so the PDF is byte-reproducible.

The historical visual architecture specification remains unchanged in the source repository. It is intentionally not redistributed in the publication packs. The publication architecture diagram is a new project-authored current-architecture asset.