inference/research
verifiedmedium · 0.75updated 2026-10-10

Accelerating Production LLMs with Combined Token/Embedding Speculators (arXiv:2404.19124)

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sources/pap-eff-token-speculators
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blog
Accessed
2026-10-03
notes
arXiv:2404.19124. Token Speculators. By Ziyi Chen et al. Submitted 2024-04-29. Lightweight token-level speculators for accelerating LLM inference. 2026-10-10: Fetched https://arxiv.org/abs/2404.19124. Title: 'Accelerating Production LLMs with Combined Token/Embedding Speculators'. Preprint matching record claims; abstract confirms lightweight token- and embedding-level draft speculators for accelerating LLM serving.

Notes

arXiv:2404.19124. Token Speculators. By Ziyi Chen et al. Submitted 2024-04-29. Lightweight token-level speculators for accelerating LLM inference.

2026-10-10: Fetched https://arxiv.org/abs/2404.19124. Title: 'Accelerating Production LLMs with Combined Token/Embedding Speculators'. Preprint matching record claims; abstract confirms lightweight token- and embedding-level draft speculators for accelerating LLM serving.

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