mirror of
https://github.com/Dynamis-Labs/spectralquant.git
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Ashwin GopinathandAnirudh B. Vangara
19ebecbc4d
Upgrades SpectralQuant from uniform bit allocation to greedy water-filling inside the semantic subspace, with per-dimension Lloyd-Max codebooks fit to the empirical scalar marginal. Adds full three-way evaluation harness (perplexity, generation, latency, LongBench) on Modal H200 GPUs, comprehensive documentation, and the consolidated arxiv-ready manuscript. v1 is preserved on the 'v1' branch. Co-Authored-By: Anirudh B. Vangara <anirudh@sentra.app>
SpectralQuant v2 — Manuscript Audit Trail
This directory captures the four audit rounds run against
paper_output_v2/spectralquant_v2_full_story.md on 2026-05-01 at
commit 96e229c (head of main).
| Round | File | Question | Outcome |
|---|---|---|---|
| 1 | round1_claim_to_artifact_audit.md |
Does every empirical claim have a path + metric + schema, all resolving on disk? | PASS — 39/39 paths exist; every cited metric matches the JSON. |
| 2 | round2_citation_audit.md |
Does every background / related-work claim resolve to a real bibliography entry? Any invented references? | PASS — 16/16 keys defined; two new entries (cover2006elements, ainslie2023gqa) added for water-filling and GQA. |
| 3 | round3_narrative_coherence_audit.md |
Do the sections flow? Are caveats carried? Any internal contradictions? | PASS — flow OK; 5 mandatory caveats carried in every section that touches them; no contradictions found on the load-bearing numbers. |
| 4 | round4_style_human_editorial_audit.md |
Does the prose read as precise human writing rather than generic AI cadence? | PASS — pattern scanner finds 0 instances of common AI tics; sentence opening variety normal; no inflated claims; no boilerplate summaries. |
Re-run order if the manuscript changes:
- Re-run Round 1's path-existence + metric-extraction script.
- Re-run Round 2's citation regex against the bib.
- Re-read Round 3's caveat-propagation matrix.
- Re-run Round 4's pattern scanner (Appendix in the file).
Each audit document is self-contained and can be re-executed in isolation.