在量化格式上，我们参考 Kimi-K2-Thinking 选用了 INT4 (W4A16)方案。这主要考虑到相比 FP4，INT4 在现有硬件（Pre-Blackwell 架构）上的支持更加广泛，并且业界已有成熟高效的 Marlin Kernel 实现。实验表明，在 1×32 量化 Scale 粒度下，INT4 动态范围充足、精度稳定，其性能与生态链路均已高度优化。作为工业界“足够好（Good ...

Abstract: By integrating a nearly infinite number of reconfigurable elements into a finite space, a spatially continuous array aperture is formed for holographic multiple-input multiple-output (HMIMO) ...

Tax Form W-4 is used by your employer to withhold the proper amount of federal or state income tax from your paycheck. The IRS recommends that employees submit a new W-4 tax form each year, or any ...

This month Yale College introduced the Instant Net Price Estimator, a new tool designed to help prospective undergraduate students and their families get a clearer picture — in just seconds — of their ...

Under state law, The University of Texas Board of Regents is authorized to set tuition. The UT Board of Regents may consider proposed tuition and fee increases at an upcoming board meeting. Dollar ...

Two sets of SageMaker notebooks and entry point scripts to develop the Headpose Estimator model on Amazon SageMaker. HeadPose_SageMaker_PySDK.ipynb: SageMaker notebook to invoke an entry point python ...

Ayyoun is a staff writer who loves all things gaming and tech. His journey into the realm of gaming began with a PlayStation 1 but he chose PC as his platform of choice. With over 6 years of ...

Completing the GTA Online tutorial involves a few steps, including creating your character, meeting Lamar, and completing a few missions. While we would not suggest skipping the tutorial, there are a ...

CAM Assist Cycle Time Estimator uses AI to accelerate how quickly machinists can estimate new work will take. By automating the estimation process for multiple parts simultaneously, Cycle Time ...

One of the most difficult aspects of the real estate market is estimating the value of a home. With local market conditions changing all the time, it can be hard to accurately price a property. In ...

Antonia Haynes is a Game Rant writer who resides in a small seaside town in England where she has lived her whole life. Beginning her video game writing career in 2014, and having an avid love of ...

This week’s selection is the Filament Estimator by MakerWorld contributor Northeast Tiger Walking Again. “Tiger” has designed a number of 3D models related to print operations, including a spool ...