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AI Platform Lightning.ai

Lightning AI Joins AI Alliance To Advance Open, Safe, Respo…

Company Joins International Community of AI Organizations, Led by IBM and Meta, That Includes Leading Startups, Academia, Research and Government Orga...

2 years, 1 month ago Lightning AI
2469 words 8 min
8-bit Quantization with Lightning Fabric AI Platform

8-bit Quantization with Lightning Fabric

Introduction The aim of 8-bit quantization is to reduce the memory usage of the model parameters by using lower precision types than full (float32) or...

2 years, 1 month ago Lightning AI
4584 words 15 min
AI Platform JP Hennessy

4-Bit Quantization with Lightning Fabric

Introduction The aim of 4-bit quantization is to reduce the memory usage of the model parameters by using lower precision types than full (float32) or...

2 years, 2 months ago Lightning AI
5022 words 16 min
Quickstart to Lightning Fabric AI Platform

Quickstart to Lightning Fabric

Introduction Some engineers may prefer the greatest amount of control as possible over their PyTorch training loop. Yet, those same engineers also kno...

2 years, 2 months ago Lightning AI
11151 words 37 min
Doubling Neural Network Finetuning Efficiency with 16-bit Precision Techniques AI Platform

Doubling Neural Network Finetuning Efficiency with 16-bit P…

  In this article, we will work with a vision transformer from PyTorch’s Torchvision library, providing simple code examples that you can e...

2 years, 2 months ago Lightning AI
16601 words 55 min
AI Platform JP Hennessy

Lightning AI Joins the PyTorch Foundation as a Premier Memb…

The post Lightning AI Joins the PyTorch Foundation as a Premier Member appeared first on <a href="https://lightning.ai/pag...

2 years, 2 months ago Lightning AI
207 words 1 min
Step-By-Step Walk-Through of Pytorch Lightning AI Platform

Step-By-Step Walk-Through of Pytorch Lightning

In this blog, you will learn about the different components of PyTorch Lightning and how to train an image classifier on the CIFAR-10 dataset with PyT...

2 years, 2 months ago Lightning AI
16951 words 56 min
PyTorch Lightning for Dummies – A Tutorial and Overview AI Platform

PyTorch Lightning for Dummies – A Tutorial and Overview

The code in this tutorial is available on GitHub in the text-lab repo. Clone the repo and follow along! Introduction Training deep learning models at...

2 years, 2 months ago Lightning AI
23706 words 79 min
AI Platform JP Hennessy

From PyTorch to PyTorch Lighting: Getting Started Guide

If you&#8217;ve been working with PyTorch, you&#8217;re likely familiar with its power and flexibility in building and training deep learning models....

2 years, 2 months ago Lightning AI
6560 words 21 min
Finetuning LLMs with LoRA and QLoRA: Insights from Hundreds of Experiments AI Platform

Finetuning LLMs with LoRA and QLoRA: Insights from Hundreds…

&#160; Introduction: Getting the Most out of LoRA I&#8217;ve run hundreds, if not thousands, of experiments involving LoRA over the past few months. A...

2 years, 2 months ago Lightning AI
31760 words 105 min