新闻
CoBa: Cost-Effective Test-Time Scaling via Compute-Balanced Routing
arXiv cs.AI · 发布于 · 阅读约3分钟
30秒读懂
- 发生了什么
- CoBa is a routing policy that allocates inference compute across generation, verification, and stopping decisions to optimize test-time reasoning within fixed budgets.
- 为何重要
- Matters for engineers building reasoning systems who need to balance multiple verification strategies and want to reduce inference costs on math and symbolic reasoning tasks.
- 注意
- Results focus on specific math benchmarks; generalization to other domains and real-world deployment constraints remain unclear from this paper.
收听本摘要
- reasoning
- inference
- eval
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