满血版DeepSeek R1部署A100，基于INT8量化，相比BF16实现50%吞吐提升！ 美团搜推机器学习团队最新开源，实现对DeepSeek R1模型基本无损的INT8精度量化。 要知道，DeepSeek R1原生版本的模型权重为FP8数据格式，对GPU芯片类型有严格限制，仅能被英伟达新型GPU支持（如Ada ...

The feature image you see above was generated by an AI text-to-image rendering model called Stable Diffusion. Stable Diffusion typically runs in the cloud via a web browser, and is driven by data ...

The general definition of quantization states that it is the process of mapping continuous infinite values to a smaller set of discrete finite values. In this blog, we will talk about quantization in ...

Segment Anything Model (SAM) is a powerful AI image segmentation application developed by Meta AI Lab. It can automatically identify which pixels in an image belong to an object and perform automatic ...

INT8 provides better performance with comparable precision than floating point for AI inference. But when INT8 is unable to meet the desired performance with limited resources, INT4 optimization is ...