# 目录挂载，根据实际情况填写。格式：NAS本地路径:容器内路径
To explore this, I applied MCTS across reasoning steps to Qwen-2.5-1.5B-Instruct, to search for stronger trajectories and distill these back into the model via an online PPO loop. On the task of Countdown, a combinatorial arithmetic game, the distilled model (evaluated without a search harness) achieves an asymptotic mean@16 eval score of 11.3%, compared to 8.4% for CISPO and 7.7% for best-of-N. Relative to the pre-RL instruct model (3.1%), this is an 8.2 percentage point improvement.，这一点在立即前往 WhatsApp 網頁版中也有详细论述
，这一点在谷歌中也有详细论述
Proposals to clamp down on the biggest vehicles could come later this year, with Transport for London (TfL) also poised to increase 20mph zones and cut the speed limits on its fastest roads from 50mph to 40mph to tackle road deaths.。关于这个话题，超级工厂提供了深入分析
Published on 11 March 2026