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Philip Gage

URLhttps://arxiv · arXiv 2511.05578

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cs.CL 1

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2026 1

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Faster Superword Tokenization

cs.CL · 2026-04-06 · accept · novelty 7.0

Frequency aggregation of supermerge candidates and a two-phase formulation make BoundlessBPE and SuperBPE training over 600x faster on 1GB data while preserving identical results, with open-source Python and Rust code.

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  • Faster Superword Tokenization cs.CL · 2026-04-06 · accept · none · ref 3

    Frequency aggregation of supermerge candidates and a two-phase formulation make BoundlessBPE and SuperBPE training over 600x faster on 1GB data while preserving identical results, with open-source Python and Rust code.