Monthful Dark Noodle Technology Co., Ltd. and Tsinghua University MADSYS Laboratory jointly created an open source project Mooncake, which aims to build a large model reasoning architecture with KVCACHE as the core, and is committed to improving the efficiency of large model reasoning. The project originated from the previously released Kimi underlying MoonCake reasoning system design solution. This solution has significantly improved the inference throughput with its innovative PD separation and renewal structure, which has aroused widespread attention in the industry. The MoonCake project is gradually open source to its core components, and strives to provide a highly efficient and compatible platform for large model reasoning.
The MoonCake project extends from the thesis and is centered on the large -scale KVCACHE cache pool. By reducing the computing power expenses with the innovative concept of redeeming calculations, it will increase the inferential throughput. The project adopts the phase open source method to gradually open source and high -performance KVCACHE multi -level cache MoonCake Store. It is compatible with various reasoning engines and underlying storage/transmission resources. At present, the transmission engine Transfer Engine part has been opened globally in Github.
Xu Xinran, vice president of KIMI Engineering of the Moon, said that through close cooperation with the Madsys Laboratory of Tsinghua University, it has jointly created Mooncake, a separate model reasoning architecture, and achieved extreme optimization of reasoning resources. MoonCake not only improves KIMI's user experience and reduces costs, but also provides effective solutions for processing long text and high and high -distribution needs. The company believes that through the open source cooperation with industry -university -research institutions, it can promote the development of the entire industry to the direction of a more efficient reasoning platform, and invite more enterprises and research institutions to join the MoonCake project to jointly build a more efficient and advanced model reasoning system architecture together Innovation, make products such as AI assistants based on large modeling technologies benefit more extensive people.
Project address: https://github.com/kvcache- ai/moonCake
The open source of the MoonCake project marks an important step in the innovation of large model reasoning architecture. Its efficient architecture design and open cooperation model will greatly promote the popularization and application of large model technology, and inject new vitality into the development of artificial intelligence. Looking forward to more developers to join and jointly build a stronger AI reasoning ecology.