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stamp reserved DOI 10.5281/zenodo.22119018

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@@ -79,9 +79,10 @@ hr{border:none; border-top:1px solid var(--rule); margin:44px 0}
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  <p class="eyebrow">Quantization &middot; Apple Silicon &middot; 2026</p>
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  <h1>Data-Free Vector Quantization Beats Affine Quantization at Matched Bytes Below 6 Bits</h1>
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  <p><strong>Noah Zelezny</strong></p>
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- <p><em>August 2026. Every number traces to a committed entry in the laboratory
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- record; every margin is stated against a measured fit-to-fit noise floor
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- for its geometry.</em></p>
 
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  <h2 id="abstract">Abstract</h2>
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  <p>Memory, not compute, is the binding constraint on local inference of
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  large language models: a model is runnable on a given machine only if
 
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  <p class="eyebrow">Quantization &middot; Apple Silicon &middot; 2026</p>
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  <h1>Data-Free Vector Quantization Beats Affine Quantization at Matched Bytes Below 6 Bits</h1>
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  <p><strong>Noah Zelezny</strong></p>
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+ <p><em>August 2026 路 doi:<a href="https://doi.org/10.5281/zenodo.22119018">10.5281/zenodo.22119018</a>.
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+ Every number traces to a committed entry in the laboratory record; every
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+ margin is stated against a measured fit-to-fit noise floor for its
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+ geometry.</em></p>
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  <h2 id="abstract">Abstract</h2>
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  <p>Memory, not compute, is the binding constraint on local inference of
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  large language models: a model is runnable on a given machine only if