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DeLS-Spec improves LLM inference with decoupled long-short context speculative drafting
DeLS-Spec enhances speculative decoding for LLM inference by decoupling long and short contexts to enable parallel token drafting with improved causal conditioning. This approach addresses limitations in prior block-parallel methods that lacked explicit intra-block causality.
Improving speculative decoding efficiency can significantly speed up LLM inference, reducing latency and computational cost. DeLS-Spec's method offers a more accurate and parallelizable way to draft multiple tokens, advancing practical LLM deployment.
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Score 78
Source Type arxiv
Reposts 0
Topic Quality 61
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