Hyperparameter tuning a Transformer with Optuna
Learn how to use Optuna with the transformers large language model library
Build a PyTorch regression MLP from scratch
Shows how to build a MLP regression network from scratch with PyTorch.
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,…
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…
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…
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…
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…
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…
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…
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…