ModelBest has open-sourced ForgeKernel after reporting that its operator, generated by a fully autonomous agent without referring to DeepSeek’s original implementation, outperformed the DeepSeek-V4.1 FlashMLA Prefill operator on Nvidia’s B200. The reported runtime was 472 microseconds, or 9.8% faster.
According to the update carried by Techub News, the live run lasted 22.5 hours and went through 42 rounds of iteration, with 32 versions retained. The process used one B200 GPU and consumed 22 GPU-hours. On Oct. 27 Beijing time, Ascend CANN said ForgeKernel also topped three CANNBench rankings: 950DT, 950PR, and A3.
After the livestream ended, ModelBest’s Intelligent Evolution Lab and the OpenBMB community announced that ForgeKernel had been open-sourced. A paper titled JustGoal, by the ForgeKernel team and Tsinghua University among other institutions, was posted to arXiv on Oct. 27 Beijing time. The item cited Quantum Bit as the source.
ModelBest has open-sourced ForgeKernel after saying its operator, generated by a fully autonomous agent without using DeepSeek’s original implementation as a reference, beat the DeepSeek-V4.1 FlashMLA Prefill operator on Nvidia’s B200. The reported runtime was 472 microseconds, 9.8% faster.
Livestream ran for 22.5 hours
According to Techub News, the livestream lasted 22.5 hours, completed 42 rounds of iteration, and kept 32 versions. The run used one B200 GPU and consumed 22 GPU-hours.
Two updates were disclosed on Oct. 27
On Oct. 27 Beijing time, Ascend CANN said in an official post that ForgeKernel ranked first on three CANNBench lists: 950DT, 950PR, and A3.
After the livestream ended, ModelBest’s Intelligent Evolution Lab and the OpenBMB community announced that ForgeKernel would be open-sourced. A paper titled JustGoal, from the ForgeKernel team and Tsinghua University among other institutions, was published on arXiv on Oct. 27 Beijing time.
The source cited for the item was Quantum Bit.
This article was originally published by Bit.Fan. For more cryptocurrency news and market insights, visit www.bit.fan. Disclaimer:
The market information, project data, and third-party content displayed on this platform are for industry information sharing only and do not constitute any form of investment advice or return commitment.
Cryptocurrency trading carries high risks. Users should fully assess their risk tolerance and make independent decisions. All profits, losses, and legal responsibilities are borne by the users themselves.
