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| <title>SpecPrefill on Unified Memory</title> | |
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| <h1>SpecPrefill on Unified Memory</h1> | |
| <p>Cross-Architecture Sparse Prefill for Large Language Models on Apple Silicon. 3.71–5.45× TTFT reduction on Qwen3.5-122B with a 1.4 GB draft model.</p> | |
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| <a href="specprefill.pdf">PDF (v1)</a> | |
| <a href="specprefill-v2.pdf">PDF (v2)</a> | |
| <a href="specprefill.tex">LaTeX source</a> | |
| <a href="https://doi.org/10.5281/zenodo.19120919">Zenodo DOI</a> | |
| <a href="https://github.com/waybarrios/vllm-mlx/pull/180">PR #180 (upstream)</a> | |
| <a href="https://github.com/Thump604">GitHub</a> | |
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| <a href="specprefill-v2.pdf" download>Download PDF</a> · <a href="specprefill.tex" download>Download LaTeX</a> | |
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