article thumbnail

Model management for LoRA fine-tuned models using Llama2 and Amazon SageMaker

AWS Machine Learning

In the era of big data and AI, companies are continually seeking ways to use these technologies to gain a competitive edge. At the core of these cutting-edge solutions lies a foundation model (FM), a highly advanced machine learning model that is pre-trained on vast amounts of data.

article thumbnail

Rule-Based Automation Is Out: Intelligent Automation Is In!

SmartKarrot

RPA, also known as software robotics, uses automation technology to build, deploy, and manage software robots that take over back-office tasks of humans such as extracting data, filling forms, etc. Interpret big data. Industries collect mounds and mounds of data in a single day. Life sciences.