Sophisticated AI models tend to require a lot of memory and take up a lot of storage space. One of the ways to reduce that ...

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 ...

Essentially all AI training is done with 32-bit floating point. But doing AI inference with 32-bit floating point is expensive, power-hungry and slow. And quantizing models for 8-bit-integer, which is ...