PythonGary Hutson08/08/20221 Hyperparameter tuning a Transformer with Optuna Learn how to use Optuna with the transformers large language model library
PythonGary Hutson05/08/20220 Build a PyTorch regression MLP from scratch Shows how to build a MLP regression network from scratch with PyTorch.
PythonGary Hutson25/05/20230 Fine tune a Dreambooth model for image generation using Stable Diffusion with PyTorch I recently did a great talk at Leeds Data Science, where I presented how to fine tune a Stable Diffusion model,…
PythonGary Hutson29/03/20230 Creating doodles with HED detection and ControlNet Want to use your profile image and use this alongside edge detection and stable diffusion to generate an image based off…
PythonGary Hutson09/03/20231 Using ControlNet models to remodel my living room This post will use an old image of my house before I bought it, and remodelled the living room, to see…
PythonGary Hutson24/02/20230 Few Shot Learning with SetFit HuggingFace have been working on a model that can be used for small datasets. The aim is to leverage the pretrained…
PythonGary Hutson05/01/20230 Stable Diffusion model for generating images of Fjords My family had the experience of going to the Norwegian Fjords in May 2022 and I took some great pictures on…
PythonGary Hutson23/12/20222 Stable Diffusion application with Streamlit This combines my love of Deep Learning and Transformer frameworks, with the ability to generate images from textual prompts. First of…
R BlogsGary Hutson02/11/20220 Building a TidyModels classification model from scratch and deploying with Vetiver The awesome TidyModels team have been working hard to populate the tidymodels package and make it even easier to get your…
PythonGary Hutson13/06/20220 I know dictionaries, but what is a DefaultDict? The supporting repository and code file is: https://github.com/StatsGary/PyHacks-Tutorials/blob/main/28_defaultdict.py. This is aimed as a short article to explain why you would want…