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Hutsons-hacks

Hutsons-hacks

HACKS, TIPS AND TRICKS IN R, Python and beyond…

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…

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  • Fine tune a Dreambooth model for image generation using Stable Diffusion with PyTorch 25/05/2023
  • Creating doodles with HED detection and ControlNet 29/03/2023
  • Using ControlNet models to remodel my living room 09/03/2023
  • Few Shot Learning with SetFit 24/02/2023
  • Stable Diffusion model for generating images of Fjords 05/01/2023
Recent Comments
  • Creating doodles with HED detection and ControlNet – Hutsons-hacks on Stable Diffusion application with Streamlit
  • Creating doodles with HED detection and ControlNet – Hutsons-hacks on Using ControlNet models to remodel my living room
  • Using ControlNet models to remodel my living room – Hutsons-hacks on Stable Diffusion application with Streamlit
  • danielgbaena on Hyperparameter tuning a Transformer with Optuna
  • Diverging Bar Charts – Plotting Variance with ggplot2 – NHS-R Community on Diverging Bar Charts – Plotting Variance with ggplot2
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  • Highlight your generative AI skills by earning the new no-cost skill badge
    Source: Google Cloud Blog Published on 08-Jun-2023
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