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Generative AI and DagsHub: ChatGPT + Stable Diffusion = Comic Strips

Add image and details from https://www.linkedin.com/events/generativeai-usingchatgptandsta7028003418031931392/comments/ and from https://www.notion.so/Webinar-Event-7b6b2c58f9e2400c9fba4fc9325106d4

DilbertComicImageGenerator

Creating Dilbert Comic images using stable diffusion 1.2 and 2.1

  1. Baseline Model Development
  • Introduce problem
  • Explain ChatGPT Dilbert prompt
  • Leverage Stable Diffusion as-is in a notebook (with results)
  1. Custom Model Development
  • Set up DagsHub Repo
  • Explain Fine-Tuning
  • Discuss data acquisition and pre-processing
  • Introduce DVC
  • Use DVC to add data to DagsHub
  • Show the resulting DAG
  • Leverage Stable Diffusion with Fine-Tuning in a notebook (with Results)
  • Introduce MLflow
  • Use MLflow to add experiment tracking to DagsHub
  • Show the resulting DAG
  1. Deploy Model
  • Explain Hugging Face Data
  • Explain Hugging Face Models/Model Cards
  • Port data over from DagsHub
  • Port model over from DagsHub
  • Explain Hugging Face Spaces
  • Explain Gradio & Front End
  • 1-Click Deploy
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About

Dilbert Comic Image Generator (DCIG) uses stable diffusion to create Dilbert comic images.

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