Google published a research blog post on Tuesday about a new compression algorithm for AI models. Within hours, memory stocks were falling. Micron dropped 3 per cent, Western Digital lost 4.7 per cent ...

As Large Language Models (LLMs) expand their context windows to process massive documents and intricate conversations, they encounter a brutal hardware reality known as the "Key-Value (KV) cache ...

The scaling of Large Language Models (LLMs) is increasingly constrained by memory communication overhead between High-Bandwidth Memory (HBM) and SRAM. Specifically, the Key-Value (KV) cache size ...

Even as AI progress is surprising one and all, companies are coming up with ever more improvements which could accelerate things even further. Google has announced TurboQuant, a new compression ...

Abstract: The Internet of Things (IoT) has become widespread in our society. It is expected that 48.6 billion IoT devices will be deployed in the field by 2034. However, this large deployment will ...

Abstract: Consider the case where consecutive blocks of N letters of a semi-infinite individual sequence X over a finite alphabet are being compressed into binary sequences by some one-to-one mapping.