Unverified50% confidenceFactExact time
DLite reuses the contextual hidden states produced by the target model during inference for local speculative prediction, without explicitly maintaining historical context.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedContext hidden states refer to the dense vector representations output by each layer of the target model that have already integrated preceding context information, naturally carrying historical information.72% similarUnverified扩散模型在指令遵循、逐步推理（如CoT）方面面临结构性挑战，因其并行全局生成机制需在未确定前文推理步骤的情况下预测后续内容71% similarUnverified大模型推理的本质是自回归生成，即不断预测下一个token70% similarUnverifiedThe core assumption of the research is that the residual stream representations inside the model have already implicitly encoded information about whether a task will succeed.70% similarUnverified传统自回归推理中，模型每一步只能基于已有上下文预测下一个token，是串行依赖关系70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1064869API
curl https://kongchang.com/api/v1/knowledge/claims/1064869MCP
get_claim(id=1064869)