XDA Developers on MSN

I tested Google's new Gemma 4 12B on my 8GB GPU, and now I don't want to go back to smaller models

Not bad for limited hardware ...
VentureBeat

Google's new open source Gemma 4 12B analyzes audio, video — and runs entirely locally on a typical 16GB enterprise laptop

Credit: VentureBeat made with OpenAI ChatGPT-Images-2.0 While many AI open source model providers are pursuing larger and more powerful models, Google is still giving attention to the smaller, more ...
Geeky Gadgets

Why Prompt Caching is the Secret to Slashing Your AI Costs By 90%

Prompt caching has become a vital strategy for managing the rising costs of large language model (LLM) operations. By reusing previously computed data, this approach minimizes redundant computations, ...
Scientific American

A third of Americans say they’ve asked AI to decode their medical results

When Judith Miller received the results of a medical imaging study last year, the 77-year-old Wisconsin resident did what many patients nowadays do: she asked AI to explain them. Claude, a large ...
Forbes

Making Sense Of What’s Really Going On Inside AI By Using Newly Devised Natural Language Autoencoders

Forbes contributors publish independent expert analyses and insights. Dr. Lance B. Eliot is a world-renowned AI scientist and consultant. This voice experience is generated by AI. Learn more. This ...
Hackaday

An LLM From “Scratch”

Reading a book about bowling is not the same as actually bowling. If that resonates with you and you want to learn more about large language models, check out the LLM From Scratch project. The ...
Semiconductor Engineering

Microarchitecture Tailored to 3D-Stacked Near-Memory Processing LLM Decoding (U. of Edinburgh, Peking U., Cambridge et al.)

A new technical paper, “Rethinking Compute Substrates for 3D-Stacked Near-Memory LLM Decoding: Microarchitecture-Scheduling Co-Design,” was published by researchers at University of Edinburgh, Peking ...
The Verge

THE PEOPLE DO NOT YEARN FOR AUTOMATION

is editor-in-chief of The Verge, host of the Decoder podcast, and co-host of The Vergecast. Today on Decoder, I want to lay out an idea that’s been banging around my head for weeks now as we’ve been ...
GitHub

Asad-Ismail/ternary-models

Pre-quantized models produced with ternary-quant and published on Hugging Face. This repo is the model-release companion to ternary-quant. The library handles post-training ternary quantization and ...
Machine Design

Linear Encoder Showdown: Wired vs. Wireless Read Heads

In automation, precision and reliability are no longer optional; they are requirements. For a wide variety of machine types and processes, linear guides provide that accuracy and high-capacity travel.
Nature

Learning improved representations in encoder-decoder networks for point cloud registration via point interaction modules

Point cloud registration focuses on exploring and exploiting feature similarities to match multiple point clouds of a scene from different viewpoints. However, in many real-world scenarios, points are ...