Learn how to fine-tune GPT-OSS efficiently with LoRa and quantization. A beginner-friendly guide to optimizing AI models on modest hardware.

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

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

The Tianyancha APP shows that recently, the patent for 'A Quantization Node Fusion Method Based on FPGA Structural Equivalent Convolution' applied by Chengdu Huawi Electronics Technology Co., Ltd. has ...

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

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

Semantic communications have revolutionized wireless communication in this century. In a new study, SeoulTech researchers have investigated ConcreteSC, a novel digital communication framework that ...

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.