Unverified50% confidenceBenchmarkExact time
蒸馏使用600个prompt训练(500训练/100验证),表征余弦相似度达0.9959,语义校正余弦相似度0.9836,在alpha=0.10时混合条件相对于教师桥接余弦相似度达0.999958
1
Sources
50%
Confidence
Long-term
Relevance
9/12/2026
First Seen
Sources
Related Entities
Related Claims
Unverified语义缓存基于向量嵌入的余弦相似度,实践中通常将0.92-0.95设为命中阈值64% similarUnverified在CIFAR-10上训练40个epoch的复现实验中,plain-56的训练准确率为84.0%,plain-20的训练准确率为95.1%,尽管plain-56参数量(853,018)约为plain-20(269,722)的三倍63% similarUnverified测试套件共10个,大多数各跑1000题,HumanEval为164题,TruthfulQA为817题62% similarUnverified在演示数据集上训练15轮后,文本分类模型准确率达到99%,模型总参数11万(Attention 1.6万,FFN 3.3万,其余为Embedding)61% similarUnverified运行10次测试置信区间宽度约±31%,100次收窄至±10%,400次进一步收窄至±5%,推荐关键测试用例至少运行20-50次59% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/911895API
curl https://kongchang.com/api/v1/knowledge/claims/911895MCP
get_claim(id=911895)