1
You don't need all the LLM benchmarks
仅用5个基准就能高精度预测LLM在其余52个上的表现，大幅降低评估成本。
Article URL: https://alex.smola.org/posts/34-benchmark-selection/ Comments URL: https://news.ycombinator.com/item?id=48275201 Points: 3 # Comments: 0
2
Rethinking Predictive Modeling for LLM Routing: When Simple kNN Beats Complex Learned Routers
简单kNN方法竟击败复杂学习路由器，重新思考LLM路由预测建模的惊人发现！
arXiv:2505.12601v2 Announce Type: replace Abstract: As large language models (LLMs) grow in scale and specialization, routing--selecting the best mode…