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

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 ...

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

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 ...

Exploring Quantization Methods and Their Impact Quantization methods play a pivotal role in determining the performance and memory usage of the Llama 3.1 70B model.

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.