New Technology ButterflyQuant Achieves 2-bit Quantization, Promoting the Application of Large Language Models on Low-Power Devices

The core of ButterflyQuant lies in its learning ability, employing a learnable quantization method based on butterfly transformations. This technology is inspired by butterfly decomposition, allowing ...

Sony Explores Machine Learning-Based Video Encoding: Analysis of Quantization Parameter Algorithm Patent and Application Prospects

Technical Details and Advantages The core of this patent lies in utilizing ML models (such as multiple submodules including random forest models) to predict and generate quantization parameters (QP).
Semiconductor Engineering

Neural Network Model Quantization On Mobile

The general definition of quantization states that it is the process of mapping continuous infinite values to a smaller set of discrete finite values. In this blog, we will talk about quantization in ...
Business Wire

Elastic Introduces Better Binary Quantization Technique in Elasticsearch

SAN FRANCISCO--(BUSINESS WIRE)--Elastic (NYSE: ESTC), the Search AI Company, announced Better Binary Quantization (BBQ) in Elasticsearch. BBQ is a new quantization approach developed from insights ...

I ran a real AI chatbot locally on my iPhone — here’s how it worked

I tested running AI models locally on iPhone. Here’s how it works, why it’s free, and the surprising benefits of keeping ...
VentureBeat

Here are 3 critical LLM compression strategies to supercharge AI performance

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More In today’s fast-paced digital landscape, businesses relying on AI face ...