Sabrina Herbst – Medium

Sabrina Herbst

Pinned

Sabrina Herbst
in
Artificial Intelligence in Plain English

Training a DistilBERT model from scratch

LLMs seem to be taking over the world, many people still do not really understand how they seem to work. I worked with Machine Learning for…

Jan 22, 2023

Training a DistilBERT model from scratch

Jan 22, 2023

Pinned

Sabrina Herbst

Model Soups for Higher Performing Models

Recently, researchers from various universities and companies published a paper on ArXiv, introducing a concept called Model Soups. Model…

Apr 4, 2022

Model Soups for Higher Performing Models

Apr 4, 2022

Sabrina Herbst

Question Answering with DistilBERT

Inspired by recent advances with GPT3 and ChatGPT, I decided to train a Question Answering model myself a few months ago. The approach is…

Mar 5, 2023

questionmarks

Mar 5, 2023

Sabrina Herbst

Towards Artificial General Intelligence or An Introduction to Gato

In May 2022, DeepMind published a paper about a generalising agent named Gato. The model is inspired by large-scale language models and is…

Jun 10, 2022

Towards Artificial General Intelligence or An Introduction to Gato

Jun 10, 2022

Sabrina Herbst

On Natural Language Processing

Robots being able to understand and react to language is a prerequisite for them to be able to interact with us. Therefore, it is a very…

May 24, 2022

On Natural Language Processing

May 24, 2022

Sabrina Herbst

Generating Synthetic Data Using Dataset Generators

Data is a fundamental requirement for all machine-learning related tasks and, often, not available at a large scale or in sufficient…

May 1, 2022

Generating Synthetic Data Using Dataset Generators

May 1, 2022

Sabrina Herbst

Imputing Missing Values with Machine Learning-Based Approaches

After already diving into data preparation in my previous blog post (check out An Introduction to Instance Selection in Data Mining if…

Mar 20, 2022

Imputing Missing Values with Machine Learning-Based Approaches

Mar 20, 2022

Sabrina Herbst

An Introduction to Instance Selection in Data Mining

Instance selection plays an important role in data preprocessing for machine learning. The goal is to reduce the amount of data used for…

Feb 28, 2022

Feb 28, 2022

Sabrina Herbst

Predicting the Income Level of Countries

After having written most of my past blogs about Automated Machine Learning, I decided to dedicate this post to an actual Machine Learning…

Feb 5, 2022

Predicting the Income Level of Countries

Feb 5, 2022

Sabrina Herbst

Taming Machine Learning Models or Implementing the Hyperband Algorithm

After having talked about the basics of Automated Machine Learning in my last few posts and giving an introduction to Successive Halfing…

Jan 20, 2022

Taming Machine Learning Models or Implementing the Hyperband Algorithm

Jan 20, 2022

Sabrina Herbst

Sabrina Herbst

PhD Candidate at TU Wien (Vienna, Austria) working on Quantum Computing, specifically, Algorithms, Machine Learning and HPC integration.

Following

Help
Status
About
Careers
Press
Blog
Privacy
Terms
Text to speech
Teams