Unverified50% confidenceFactExact time
The low-dimensional parameter subspace of PREEN provides an inference-time strength knob: in a single forward pass, users can adjust along a continuous trajectory from "default" to "vivid", and every intermediate state is a valid editor preset.
1
Sources
50%
Confidence
Long-term
Relevance
10/28/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedPEFT方法（LoRA、Adapter、Prefix-Tuning）主要应用于监督微调（SFT）场景61% similarUnverified在提示词中显式加入自动纠偏指令可以在每个生成步骤中强化对原始约束的注意力权重61% similarUnverifiedAnchor divergence has a post-processing characteristic that enables context-adaptive capability in the representation space without modifying the already-trained representations.61% similarUnverified在自托管场景下分步执行提示链可控制每步token消耗，并能在中间环节加入验证逻辑，提升产出可靠性59% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1106186API
curl https://kongchang.com/api/v1/knowledge/claims/1106186MCP
get_claim(id=1106186)