The $20 Billion Bet On Inference: What Every AI Infrastructure Team Needs To Get Right

Every ChatGPT query, every AI agent action, every generated video is based on inference. Training a model is a one-time ...
SDxCentral

FriendliAI may have the inference solution to AI memory ills

FriendliAI also offers a unique take on the current memory crisis hitting the industry, especially as inference becomes the ...
SDxCentral

Software startup tackling AI inference bottlenecks bags $20M

South Korean startup FriendliAI has raised $20 million in a seed extension round to support its efforts to accelerate AI inferencing. FriendliAI offers an inference platform designed to accelerate AI ...
Semiconductor Engineering

Convolutional Neural Network With INT4 Optimization

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 ...
The Next Platform

A Peek Into The Future Of AI Inference At Nvidia

The best kinds of research are those that test new ideas and that also lead to practical innovations in real products. It takes a keen eye to differentiate science projects, which can be fun but which ...
Semiconductor Engineering

Neural Network Model Quantization On Mobile

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 ...