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These Chrome flags actually reduce RAM usage instead of increasing it

Google Chrome is one of the most popular web browsers, and it commands a significant chunk of the market, thanks in part to being preinstalled on Android smartphones. But even on desktop platforms, ...

Microsoft PC Manager: Why high RAM usage isn't always a problem

Windows 11 loves using available RAM, but knowing when high memory usage is normal and when it's a warning sign makes all the ...
Ars Technica

Google’s TurboQuant AI-compression algorithm can reduce LLM memory usage by 6x

Even if you don’t know much about the inner workings of generative AI models, you probably know they need a lot of memory. Hence, it is currently almost impossible to buy a measly stick of RAM without ...
VentureBeat

Huawei's new open source technique shrinks LLMs to make them run on less powerful, less expensive hardware

Huawei’s Computing Systems Lab in Zurich has introduced a new open-source quantization method for large language models (LLMs) aimed at reducing memory demands without sacrificing output quality.
Techno-Science.net

Fix Microsoft Edge High Memory Usage on Windows

To fix high memory usage in Microsoft Edge on Windows, try closing unnecessary tabs, clearing cookies and cache, and restarting your PC. Enable Efficiency Mode, use Sleeping Tabs, and tweak graphics ...
Ars Technica

Google says new TurboQuant compression can lower AI memory usage without sacrificing quality

Google offers an interesting real-world analogy to explain this process. The vector coordinates are like directions, so the traditional encoding might be “Go 3 blocks East, 4 blocks North.” But using ...
Semiconductor Engineering

Pooling CPU Memory for LLM Inference With Lower Latency and Higher Throughput (UC Berkeley)

“The rapid growth of LLMs has revolutionized natural language processing and AI analysis, but their increasing size and memory demands present significant challenges. A common solution is to spill ...
HotHardware

NVIDIA Neural Texture Compression Slashes VRAM Usage Over 80% In Games

NVIDIA has shown off its Neutral Texture Compression (NTC) technology before, but it is still a work in progress. The technology and its efficiency benefits have since been more clearly detailed and ...
EurekAlert!

SeoulTech scientists develop ultra-lightweight memory manager that transforms embedded system performance

The lightweight allocator demonstrates 53% faster execution times and requires 23% lower memory usage, while needing only 530 lines of code. Embedded systems such as Internet of Things (IoT) devices ...

How To Reduce Vram Usage In Games

Lowering these settings can help reduce VRAM usage: Using High settings instead of Ultra usually provides a good balance ...
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 probabilities of tokens occurring in a specific order is encoded. Billions of ...