AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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LSR-Ben is introduced, a process-level benchmark specifically designed for assessing PRM's performance across two primary reasoning domains (scientific and logical reasoning) and nine subdomains and it is hoped LSR-Ben can foster future researches on PRMs for broader domains, thereby enhancing the reasoning capabilitie...
Experiments on challenging reasoning benchmarks show that H$^2$SD achieves the strongest overall performance among representative RLVR and self-distillation baselines, with stable optimization and a favorable accuracy-efficiency trade-off.
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