In simulations, the researchers say ConcreteSC outperformed VQ-based methods in both structural similarity and peak signal-to ...

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 ...

In recent decades, communication technology has advanced at unprecedented speed. A key breakthrough is semantic ...

And now, with optimizations that reduce the model size using a technique called quantization, LLaMA can run on an M1 Mac or a lesser Nvidia consumer GPU (although "llama.cpp" only runs on CPU at ...

How techniques like model pruning, quantization and knowledge distillation can optimize LLMs for faster, cheaper predictions.

Elastic (NYSE: ESTC), the Search AI Company, announced Better Binary Quantization (BBQ) in Elasticsearch. BBQ is a new quantization approach developed ...

PyTorch 1.10 is production ready, with a rich ecosystem of tools and libraries for deep learning, computer vision, natural language processing, and more. Here's how to get started with PyTorch.