banner: HN-live link inline with the 2026-05-11 records section
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README.md
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> ## 2026-05-11 — 22 architectures verified at 5 bpw, three new sub-1.005× records this week
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> Production-grade lossless 5-bit transformer compression across 22 architectures, dense + Mixture-of-Experts + state-space (Mamba), 0.6B to 405B parameters. Mathematically lossless customer-side reconstruction: SHA-256 over reconstructed tensor bytes matches the trainer'''s measurement, verified by `uc verify`.
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> ### Tightest verified PPL ratios at 5 bpw
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> ## 2026-05-11 — 22 architectures verified at 5 bpw, three new sub-1.005× records this week
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> > **Live on Hacker News today:** https://news.ycombinator.com/item?id=48099107
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> Production-grade lossless 5-bit transformer compression across 22 architectures, dense + Mixture-of-Experts + state-space (Mamba), 0.6B to 405B parameters. Mathematically lossless customer-side reconstruction: SHA-256 over reconstructed tensor bytes matches the trainer'''s measurement, verified by `uc verify`.
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> ### Tightest verified PPL ratios at 5 bpw
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