Slides for my talk at GitHub Universe 2022. See universe-22.vercel.app
↕ Use your arrow keys to navigate the slides.
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December 7, 2022 - 🍿 The recording of my talk is up on YouTube! https://www.youtube.com/watch?v=5jZGLYcLfOo
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December 5, 2022 - Textual inversion is already old news! DreamBooth is the hot new thing for training your own Stable Diffusion model, and we've built some tooling to make it even easier to publish your own custom model. Check out our blog post and GitHub Actions workflow to get started.
Stuff mentioned in the slides:
🙏🏼 Request access to GPU Codespaces - GPU access in Codespaces is not yet generally available (as of November 9, 2022) so you'll need to request access using this form.
👩🚀 Stable Diffusion: The beloved open-source text-to-image model, running on Replicate. You can run it on Replicate using the web UI, or the API.
🀄️ Material Stable Diffusion: A fork of SD that generates tiling images
🎨 [Inpainter]https://github.com/replicate/inpainter): An open-source Next.js app that uses Replicate's API and Stable Diffusion to inpaint images. Check out the source code or try it out at https://inpainter.vercel.app.
🍿 Stable Diffusion animation: A model on Replicate that can animate Stable Diffusion by interpolating between two prompts
🧺 Replicate Collections - Curated sets of Replicate models that serve different purposes: Text to image, Image to text, Style transfer, Image restoration, etc.
📡 Stable Diffusion Textual Inversion: A demo repo illustrating how to run GitHub Codespaces to fine-tune Stable Diffusion with your own concept using textual inversion, and deploy it to Replicate as a cloud API.
🌏 Action Transcription from @simonw uses OpenAI Whisper and GitHub Actions to transcribe and translate YouTube videos. Just open a GitHub issue to fire it up!
📗 Once Upon a bot from @cbh123 uses GPT-3 and Stable Diffusion to create an original illustrated story.
⛓ Replicate CLI from @jamiesteven is an open-source command-line interface for running models on Replicate, and piping the output of one model as input into another.
These people are creating some really interesting models on Replicate:
To run this app on your own machine, you'll need to download and install Node.js, then:
npm install
npm run dev