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Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Pull Sharkx3

Achievements

Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Pull Sharkx3

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yasha1971-coder/README.md 
Yakiv Shavidze · ORCID 0009-0008-3622-3448

panvram — 558 HPRC assemblies, 1.68 Tbp, 11.567 GB resident on one A100-40GB.
          exact random windows into PyTorch. arXiv:2610.25149
aceapex — parallel LZ77, absolute back-references, independent blocks.
          multithread + GPU decode. in lzbench
hw-apex-bench — random access into compressed data, measured on hardware

numbers have logs in the repos. if a number has no log, it is not here.

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  1. panvram panvram Public

    558 human genome assemblies (HPRC, 1.68 Tbp) in 11.6 GB of GPU memory. exact random windows straight into PyTorch, T2T coordinates with no alignment step

    C++

  2. aceapex aceapex Public

    parallel LZ77 with absolute back-references. independent blocks, multithread and GPU decode. in lzbench

    C++ 6

  3. hw-apex-bench hw-apex-bench Public

    Compare compressed byte-range access: density, latency and decoded work.

    Python

  4. glyph-engine glyph-engine Public

    Verifiable exact-byte retrieval over committed corpora with deterministic evidence and independent replay.

    Python 4

  5. PULQVA PULQVA Public

    Privacy-first desktop intent-to-file app over Tor for Windows and Linux.

    Rust