Expired50% confidenceFactTime unknown
Speculative Decoding is a pure inference-time optimization that does not require modifying the target model's training process
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
llama.cpp MTP Acceleration Deployment Guide: Configuration Steps & Real-World Benchmarks
bilibili尚书省说书人
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Verified推测解码（Speculative Decoding）是目前最主流的大模型推理加速路径之一，使用小型草稿模型快速生成候选token再由主模型并行验证75% similarUnverifiedStreaming inference involves inference optimization techniques such as speculative decoding and continuous batching.70% similarUnverifiedStructured Outputs通过约束解码（Constrained Decoding）技术实现，在模型生成token时动态限制可选token的范围70% similarUnverified若训练集能充分覆盖推理时可能出现的工具类型和参数组合，小模型同样能学到可靠的格式生成能力，而不必依赖大模型的深层语义推理69% similar
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