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EPISODE · Sep 16, 2025 · 1H 2M

EP5: Speculative Decoding with Nadav Timor

from The Information Bottleneck · host Ravid Shwartz-Ziv & Allen Roush

We discussed the inference optimization technique known as Speculative Decoding with a world class researcher, expert, and ex-coworker of the podcast hosts: Nadav Timor. Papers and links: Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies, Timor et al, ICML 2025, https://arxiv.org/abs/2502.05202 Distributed Speculative Inference (DSI): Speculation Parallelism for Provably Faster Lossless Language Model Inference, Timor et al, ICLR, 2025, https://arxiv.org/abs/2405.14105 Fast Inference from Transformers via Speculative Decoding, Leviathan et al, 2022, https://arxiv.org/abs/2502.05202 FindPDFs - https://huggingface.co/datasets/HuggingFaceFW/finepdfs

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EP5: Speculative Decoding with Nadav Timor

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