GIGAZINE

What kind of preprocessing is most efficient when using large-scale language models to search all of the data within an organization?

Organizations store large amounts of data in a variety of formats, from structured databases and nicely formatted CSVs to casually written emails and complex technical manuals. Search Augmentation ...
Indiatimes

How do different data preprocessing techniques affect performance of machine learning models on prediction tasks?

Muskaan Mukherjee is a student. Artificial intelligence (AI) and machine learning (ML) systems have become central to modern data-driven decision-making. They are now widely applied in fields as ...
Semiconductor Engineering

Silent Data Corruption: A Major Reliability Challenge in Large-Scale LLM Training (TU Berlin)

A new technical paper, “Exploring Silent Data Corruption as a Reliability Challenge in LLM Training,” was published by researchers at Technische Universitat Berlin. “As Large Language Models (LLMs) ...
Ars Technica

Researchers show that training on “junk data” can lead to LLM “brain rot”

On the surface, it seems obvious that training an LLM with “high quality” data will lead to better performance than feeding it any old “low quality” junk you can find. Now, a group of researchers is ...