Unverified50% confidenceSolutionExact time
重复运行以计算通过率比依赖单次结果更能反映模型的真实表现
1
Sources
50%
Confidence
Long-term
Relevance
7/16/2026
First Seen
Sources
Related Claims
UnverifiedAutoregressive generative models sample the next token at each step based on the probability distribution of the preceding context; when a repetitive pattern gains a slightly higher probability, it forms a positive feedback loop that leads to repetition degeneration.75% similarUnverified一致性正则化的基本假设是对同一输入样本施加不同扰动时模型输出应保持一致74% similarUnverified同样的模型只改几句提示词，回答效果可能天壤之别，提示词设计本质上是持续测试、不断调整、反复优化的循环73% similarUnverifiedExcellent prompt engineering can improve the output quality of the same model several-fold, and in certain tasks can make small models match the performance of large models.73% similarUnverifiedWhen large numbers of users employ similar prompts, models converge on similar optimal solutions, leading to homogenized outputs.72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/526462API
curl https://kongchang.com/api/v1/knowledge/claims/526462MCP
get_claim(id=526462)