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Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies

Nadav Timor, Jonathan Mamou, Daniel Korat, Moshe Berchansky, Gaurav Jain, Oren Pereg, Moshe Wasserblat, David Harel. Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies. In Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025. OpenReview.net, 2025. [doi]

Authors

Nadav Timor

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Jonathan Mamou

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Daniel Korat

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Moshe Berchansky

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Gaurav Jain

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Oren Pereg

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Moshe Wasserblat

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David Harel

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