The 2025 Nobel Prize in Physics was awarded to three scientists-Dr. John Clarke (Professor Emeritus, University of California ...

Large language models (LLMs) have become crucial tools in the pursuit of artificial general intelligence (AGI).

For anybody who did any kind of computing in the 1950s or 1960s, (or for that matter, in the 1970s or the 1980s), the advances that we’ve made in hardware are staggering. But if you do track them to ...

I am encountering a significant performance regression when performing Post-Training Quantization (PTQ) on a PyTorch nn.Conv2d layer where the groups parameter is greater than 1. Specifically, after ...

Right now, everyone is seeing a boom in the ways that people are innovating large language models. Whether you believe that people are engineering these systems or merely discovering them, knowing ...

Ollama is a powerful and versatile platform designed to streamline the process of running and interacting with machine learning models. Whether you’re a complete beginner just starting your journey ...

Artificial Intelligence (AI) has seen tremendous growth, transforming industries from healthcare to finance. However, as organizations and researchers develop more advanced models, they face ...

I'm looking for ways for reusing yours quantization kernels in OpenVINO and see this example. I see that you use main gemm kernel and after that I see next stage And I have next question, could I get ...