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News/Merlin: Deterministic Byte-Exact Deduplication for Lossless Context Optimization in Large Language Model Inference
arxiv
PublishedMay 12, 2026 at 4:00 AM
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Merlin: Deterministic Byte-Exact Deduplication for Lossless Context Optimization in Large Language Model Inference

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arXiv:2605.09990v1 Announce Type: new Abstract: Data-intensive applications, ranging from large-scale retrieval systems to advanced data pipelines, are increasingly bottlenecked by the processing of highly redundant text corpora. We present Merlin, a local-first, agnostic, high-throughput deduplicat

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