InfoQ

Google’s TurboQuant Compression May Support Faster Inference, Same Accuracy on Less Capable Hardware

Google Research unveiled TurboQuant, a novel quantization algorithm that compresses large language models’ Key-Value caches ...
Tech Xplore

CacheMind turns chip tuning into a conversation, exposing hidden cache failures and lifting processor performance

Researchers at North Carolina State University have developed a new AI-assisted tool that helps computer architects boost ...
Hackaday

TurboQuant: Reducing LLM Memory Usage With Vector Quantization

Large language models (LLMs) aren’t actually giant computer brains. Instead, they are massive vector spaces in which the ...
IEEE

An Efficient Hybrid Cache Replacement Policy for Cloud Block Storage

Abstract: With the popularity of cloud services, Cloud Block Storage (CBS) systems have been widely deployed by cloud providers. Cloud cache plays a vital role in maintaining high and stable ...

Cachee Achieves 28.9-Nanosecond Cache Reads – Verified as Fastest Full-Featured Cache Engine Ever Benchmarked

At 100 billion lookups/year, a server tied to Elasticache would spend more than 390 days of time in wasted cache time. Cachee reduces that to 48 minutes. Everyone pays for faster internet. For ...
Semiconductor Engineering

All Software Is Hardware-Dependent

Any software that claims to be independent from hardware is inefficient, bloated software. The time for such software development is over.

Alphabet Just Introduced Its Newest AI Advantage, and It's Another Reason to Buy the Stock

Alphabet ( GOOGL 0.57%) ( GOOG 0.15%) has already proven itself to be one of the most innovative companies in the area of ...

IndexCache, a new sparse attention optimizer, delivers 1.82x faster inference on long-context AI models

Researchers at Tsinghua University and Z.ai built IndexCache to eliminate redundant computation in sparse attention models ...

Google's new TurboQuant algorithm speeds up AI memory 8x, cutting costs by 50% or more

Within 24 hours of the release, community members began porting the algorithm to popular local AI libraries like MLX for Apple Silicon and llama.cpp.

Google unveils TurboQuant, a new AI memory compression algorithm — and yes, the internet is calling it ‘Pied Piper’

Google’s TurboQuant has the internet joking about Pied Piper from HBO's "Silicon Valley." The compression algorithm promises ...
marktechpost

Google Introduces TurboQuant: A New Compression Algorithm that Reduces LLM Key-Value Cache Memory by 6x and Delivers Up to 8x Speedup, All with Zero Accuracy Loss

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 ...