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

Could we add the functionality to add int8 quantization as a --precision option? I believe the easiest way would probably be using onnxruntime quantize_dynamic function after converting to fp32. Not ...

In this post, we will show you how to enable and use Dynamic Lighting on a Windows 11 PC. Dynamic Lighting is a new feature that enables users to set up and configure their RGB peripherals directly ...

LoRA (Low-Rank Adaptation) adapters are a key innovation in the fine-tuning process for QWEN-3 models. These adapters allow you to modify the model’s behavior without altering its original weights, ...

Can someone explain, why I get different performance, when I apply torch.quantization.quantize_dynamic and torchao.quantize_? More specifically, I have an LSTM model with two fully connected layers ...

In today’s deep learning landscape, optimizing models for deployment in resource-constrained environments is more important than ever. Weight quantization addresses this need by reducing the precision ...

Upgrading GPUs from 3090 to RTX5080 can improve the speed. RTX 5090: 21,760 CUDA cores, 32GB GDDR7 memory, 575W TGP ($1999) RTX 5080: 10,752 CUDA cores, 16GB GDDR7 memory, 360W TGP ($999) RTX 5070 Ti: ...

EXCLUSIVE: Here’s a really cool project that just got greenlit at DC Studios and Warner Bros Pictures Animation: Dynamic Duo. It will mark the first joint project between DC Studios and the Bill ...

Ben Green receives research funding from the Australian Research Council and the Australasian Performing Right Association. Sam Whiting receives funding from RMIT University, Creative Australia, and ...