15 Matching Annotations
  1. Apr 2026
    1. Studying forks and other backends was more productive than searching arxiv. ik_llama.cpp and the CUDA backend directly informed two of the five final optimizations.

      令人惊讶的是:在实际项目中,研究分支代码和其他后端实现比查阅学术论文更有价值。这揭示了AI代理在实践中的学习偏好,也表明开源社区的实际贡献往往比理论研究更能提供直接可用的优化方案。

    2. The agent would not have looked for this without studying other backends during the research phase. From the CPU code alone, the two-step approach looks fine.

      令人惊讶的是:AI代理通过研究其他后端实现发现了CPU后端中缺失的优化机会。这表明AI代理能够跨代码库进行知识迁移,找到人类开发者可能忽略的优化点,展示了AI在代码理解方面的独特优势。

  2. Sep 2024
  3. Jan 2022
  4. Jun 2021
  5. Dec 2020
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  9. May 2020
  10. Nov 2019
  11. Dec 2015
    1. blade is a web framework for rapid development of Java applications,you can be used to develop API, Web and back-end services and other applications, a RESTful framework, it provides a simple and convenient way of development, the whole operation of the micro kernel MVC bus guide frame, initial goal is to simplify the web development, and of course the author will upgrade in the future and integrate more compact components based on blade.

      MVC backend java micro framework for API