shared by /u/Fit-Dark-5581
7440亿参数，零英伟达芯片，成本下降97%
。搜狗输入法对此有专业解读
There’s a secondary pro and con to this pipeline: since the code is compiled, it avoids having to specify as many dependencies in Python itself; in this package’s case, Pillow for image manipulation in Python is optional and the Python package won’t break if Pillow changes its API. The con is that compiling the Rust code into Python wheels is difficult to automate especially for multiple OS targets: fortunately, GitHub provides runner VMs for this pipeline and a little bit of back-and-forth with Opus 4.5 created a GitHub Workflow which runs the build for all target OSes on publish, so there’s no extra effort needed on my end.
第三、能效提升：Solidigm的研究表明，QLC固态硬盘的能效比TLC固态硬盘高19.5%，比混合TLC固态硬盘和机械硬盘高79.5%，这对大规模部署的AI推理服务器至关重要。
据中央广播电视总台报道：近期，山西临汾翼城县春季玉米播种工作已全面展开。通过大规模机械化作业，结合覆膜滴灌与差异化行距栽培等先进手段，为2026年粮食增产筑牢根基。