AI 导读
感谢你把 AgentCPM Explore 放在真实的本地智能体环境中测试。KV-cache 的结果尤其有意思。模型大小只是端侧部署的一部分，内存管理对长上下文智能体可以带来很大差别。 感谢这次用心的深入分析。🙌
正文
Appreciate you putting AgentCPM Explore tested in a real local-agent setup. The KV-cache results are especially interesting. Model size is only part of the on-device equation, and memory management can make a big difference for long-context agents.
Thanks for the thoughtful deep dive. 🙌
来源：@OpenBMB · x.com