DeepSeek’s conditional memory fixes silent LLM waste: GPU cycles lost to static lookups

Through systematic experiments DeepSeek found the optimal balance between computation and memory with 75% of sparse model ...
InfoQ

Microsoft Foundry Agent Service Simplifies State Management with Long-Term Memory Preview

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Vivek Yadav, an engineering manager from ...
IEEE

A Low Area Built-In Self-Repair Using Hybrid Fault Address Memory for HBM

Abstract: The massive computational requirements of large language model (LLMs) have increased the need for high-bandwidth memory (HBM), which involves high-volume data transfers. The high cell ...
Hosted on MSN

New memory structure helps AI models think longer and faster without using more power

Researchers from the University of Edinburgh and NVIDIA developed Dynamic Memory Sparsification (DMS), letting large language models reason deeper while compressing the KV cache up to 8× without ...
IEEE

20 Gb/s Quaternary Content Addressable Memory Using Silicon Photonics

Abstract: We demonstrate the first photonic Quaternary Content Addressable Memory using a silicon photonic crossbar and present experimental equality check functionalities at a record high speed of 20 ...