Illustrated Stable Diffusion & How diffusion models work are great reads.
Progress in models like Midjourney is getting insanely good. Can even generate nice header images or logos.
Using Core ML Stable Diffusion to generate prompts.
Trying to use more of these technologies in my day to life. Specifically ChatGPT seems incredible. Generates nice code too. Need to be wary though as they don't do much novelty yet.
Fast Stable Diffusion Colab Notebooks is great.
ChatGPT Resources & Why does ChatGPT work so well are nice reads to understand how ChatGPT works.
- The net effect of the last 18 mo has been to slightly lubricate human imagination, making it easier for individuals to visualize possible worlds/scenes/moods. It’s only a medium-big deal—unless this is a foretaste of similar acceleration in music, code, and text.
- Greatest impact of "generative ML" will not be on art/creation, but by bringing technology leverage to billions of hours of boring data entry/manipulation jobs.
- Diffusion is just an easy-to-optimize way to give neural networks adaptive computation time. Makes sense then that diffusion models beat GANs, which only get one forward pass to generate an image. Have to wonder what other ways there are to integrate for loops into NNs.
- The fact that LLMs seem to give you more accurate results if you prompt them with "think step by step" is absolutely fascinating. An analogy might be intuitive vs logical thinking.
- DALL·E: Introducing Outpainting (2022) (HN)
- Ask HN: Am I the only one tired of seeing DALL·E /Stable Diffusion posts? (2022)
- Stable Diffusion is a big deal (2022) (HN)
- Stable Diffusion Textual Inversion (HN)
- Stable Diffusion Public Release (2022) (HN)
- Peacasso - Web UI for Stable Diffusion Models. (Reddit)
- Optimized Stable Diffusion - Modified version of the Stable Diffusion repo, optimized to use less VRAM than the original by sacrificing inference speed.
- EvoGen - Evolutionary algorithm that optimizes prompts for text-to-image models for aesthetics.
- All about the fundamentals and working of Diffusion Models
- Experiments with Stable Diffusion (Tweet)
- DreamStudio - Front end and API to use the recently released stable diffusion image generation model.
- Stable Diffusion web UI (HN)
- koi - Open source plug-in for Krita that allows you to use AI to accelerate your art workflow.
- Awesome Stable-Diffusion
- Simple Stable Diffusion - Get stable diffusion running in <10 minutes in colab.
- Stable Diffusion Playground
- Create videos with Stable Diffusion - By exploring the latent space and morphing between text prompts.
- Long Stable Diffusion: Long-form text to images
- Infinite Stable Diffusion Videos (HN)
- Why 'weird patterns' arise in the latent space of an image generation models (Tweet)
- Textual Inversion fine-tuning example (Tweet)
- Progressive Distillation for Fast Sampling of Diffusion Models (2022)
- Stable Diffusion prompting cheat sheet
- The Man behind Stable Diffusion (2022)
- Inpainting - Web GUI for inpainting with Stable Diffusion using the Replicate API. (Code)
- Dreambooth on Stable Diffusion (Optimized Fork)
- Japanese Stable Diffusion
- Stable Diffusion web UI
- Stable DreamBooth - Implementation of DreamBooth based on Stable Diffusion.
- George Hotz | stable diffusion, in tinygrad (2022)
- CLIP-Mesh: Generating textured meshes from text using pretrained image-text models (2022) (Code)
- Prompt-to-Prompt Image Editing with Cross Attention Control (2022) (Code)
- Stable Diffusion REST API
- Visual Taste Approximator - Simple tool that helps anyone create an automatic replica of themselves that can approximate their own personal visual taste.
- Stable Diffusion concepts library (Tweet)
- Stable Diffusion for Apple Silicon
- Learn time series with a story illustrated by Stable Diffusion (2022) (HN)
- Daemon which watches a queue and runs stable diffusion
- Text-to-image for my inbox (2022)
- sdutils - Stable Diffusion Utility Wrapper.
- Diffusion Bee - Stable Diffusion GUI App for M1 Mac. (HN)
- Art Hub AI - Discover, upload and share AI generated art pieces..
- AI Content Generation, Part 1: Machine Learning Basics (Tweet)
- Inpainting with Stable Diffusion & Replicate
- Diffusion Models: A Comprehensive Survey of Methods and Applications
- stability-clients - Client implementations that interact with the Stability Generator API.
- Storyweaving with AI (Code)
- dreamlike.art - AI Art Generator.
- Stable Diffusion Photoshop Plugin
- Outpainting with Stable Diffusion on an infinite canvas
- Stable Diffusion: With Composition
- Swift Diffusion - Single-file re-implementation of Stable Diffusion model.
- From Deep Learning Foundations to Stable Diffusion (2022) (HN)
- Production software using OpenAI GPT-3 APIs
- CHARL-E - Run Stable Diffusion on your M1 Mac. (HN)
- Stable Diffusion in Tensorflow / Keras (Colab)
- Osmosis.Studio - Product Ad Creative and Optimization with Generative AI.
- Upscale to huge sizes and add detail with SD Upscale, it's easy!
- Open Prompts - Dataset of 10M Stable Diffusion generations. (HN)
- KREA - Create better prompts.
- GLID-3-XL-stable - Stable diffusion back-ported to the OpenAI guided diffusion codebase, for easier development and training.
- ImaginAIry - AI imagined images. Pythonic generation of stable diffusion images.
- UnstableFusion - Stable Diffusion desktop frontend with inpainting, img2img and more.
- Dreamfields-3D - Colab friendly toolkit to generate 3D mesh model / video / nerf instance / multiview images of colourful 3D objects by text and image prompts input, based on dreamfields.
- Fast Stable Diffusion Colab Notebooks - 25% speed increase + memory efficient. (Colab)
- High-performance image generation using Stable Diffusion in KerasCV (HN)
- Video Killed The Radio Star - Notebook and tools for end-to-end automation of music video production with generative AI.
- Custom scripts for the stable diffusion web UI
- Phenaki - Model for generating minutes-long, changing-prompt videos from text. (HN)
- GhostlyStock - Stock Photos Using Stable Diffusion. (HN)
- Prompt engineering is hard (2022)
- Notes and plans for Fast Diffusion course
- Stable Diffusion CPU only
- TabDDPM: Modelling Tabular Data with Diffusion Models (2022) (Code)
- Animation Script - Animator script for SD Web UI.
- Latent space walking: minimal Keras Colab (Tweet)
- The Illustrated Stable Diffusion (2022) (HN)
- DALL·E Node - Use DALL·E 2 with NodeJS.
- Novel View Synthesis with Diffusion Models (2022) (HN)
- Imagen Video - High definition video generation with diffusion models. (HN)
- Is the AI spell-casting metaphor harmful or helpful? (2022)
- Ask HN: What am I supposed to do after I’m “disrupted”? Work in video and CG (2022)
- Stable-Dreamfusion - PyTorch implementation of the text-to-3D model Dreamfusion, powered by the Stable Diffusion text-to-2D model. (HN)
- Text2All - Comprehensive list of resources about text-guided generative models.
- HuggingFace Space and model of VToonify (2022) (Tweet)
- How AI Image Generators Work (Stable Diffusion / Dall-E) (2022)
- Manifest - How to make prompt programming with Foundation Models a little easier.
- Implementation of Dreambooth by way of Textual Inversion
- InvokeAI - Open source Stable Diffusion toolkit and WebUI. (HN)
- Astraea - Tailor-made AI image generation.
- Getting started with diffusion
- 14 awesome Stable Diffusion notebooks
- Understanding Diffusion Models: A Unified Perspective (2022) (Annotated)
- Maple Diffusion - Runs Stable Diffusion models locally on macOS / iOS devices, in Swift, using the MPSGraph framework.
- Asymmetric Tiling for stable-diffusion-webui
- Prompt-to-Prompt: Latent Diffusion and Stable Diffusion implementation (2022)
- Real-time inference for Stable Diffusion
- latentspace.dev - Exploring stable diffusion latent space. (Tweet)
- Photoshop for Text (2022) (HN)
- Artists: AI Image Generators Can Make Copycat Images in Seconds (2022)
- Stability.AI Easy Diffusion - Google Colab Notebook designed to be a relatively easy to use all-in-one suite for stable diffusion.
- Why we chose not to release Stable Diffusion 1.5 as quickly (2022) (HN)
- A Survey on Generative Diffusion Model (2022) (Code)
- Making a Video from Prompts with Stable Diffusion
- Maple Diffusion - Stable Diffusion inference on iOS / macOS using MPSGraph.
- VectorArt.ai - Vector Graphics with Stable Diffusion. (HN)
- Generative Image workflow in Runway
- How does stable diffusion work
- DiffusionDB - Large-scale text-to-image prompt gallery dataset based on Stable Diffusion.
- Implementation of a server for the Stability AI Stable Diffusion API
- Compositional Visual Generation with Composable Diffusion Models (2022) (Code)
- Avatar AI - Create your own AI-generated avatars.
- CLIP Interrogator
- Animation focused workflow frontend for Stable Diffusion
- Backend for my Stable diffusion projects
- Carefree Creator - AI-powered creator for everyone.
- Categorical SDEs with Simplex Diffusion (2022) (Tweet)
- Reaction-diffusion - Mathematical model describing how two chemicals might react to each other as they diffuse through a medium together.
- Banana Serverless - Basic framework for serving Stable Diffusion in production using simple HTTP servers.
- Sketch Diffusion – Live Painting with Stable Diffusion on Meta Quest Pro
- List of Stable Diffusion resources (HN)
- Invasive Diffusion: one unwilling illustrator found her turned into an AI model (2022) (HN)
- AI Horde - Crowdsourced distributed cluster for AI art and text generation.
- Distributed Diffusion - Train a Stable Diffusion model over the internet with Hivemind.
- Unprompted for Stable Diffusion - Text generator written for Stable Diffusion workflows.
- Rise of generative AI will be comparable to the rise of CGI in the early 90s (2022) (HN)
- DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps (2022) (Code)
- Ask CLI - Deno CLI for pinging GPT-3 and iterating with chain of thought prompting.
- Hugging Face Diffusion Models Course
- Ask HN: How to get into AI generation (images,text) (2022)
- Stable Diffusion and AI generated art is absolutely wild in every way (2022)
- diffusers-rs - Diffusers API in Rust/Torch.
- AI Art Tools and Resources in One Place (HN)
- Stretch iPhone to its limit: 2GiB Stable Diffusion model runs locally on device (2022) (HN)
- Generative AI: A Creative New World (2022)
- Stable Diffusion with Colossal-AI
- DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models (2022) (Code)
- Stable-Diffusion + Fused CUDA kernels
- Dall-E 2 AI Image Generator - Using Upstash for message queue + Redis. (Code)
- Versatile Diffusion: Text, Images and Variations All in One Diffusion Model (2022) (Code)
- How diffusion models work
- Implementation of Paint-with-words with Stable Diffusion
- Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding (2022) (Code) (HN)
- PALBERT: Teaching ALBERT to Ponder (2022) (Code)
- DiffusionDet: Diffusion Model for Object Detection (2022) (Code)
- Some notes on the Stable Diffusion safety filter (2022) (HN)
- Lightning Diffusion - Provides components to finetune and serve diffusion model on lightning.ai.
- Deforum Stable Diffusion
- Deforum - Community of AI image synthesis developers, enthusiasts, and artists. (GitHub)
- Shift-Attention - In stable diffusion, generate a sequence of images shifting attention in the prompt.
- London, 1910 by Midjourney
- GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (2022) (Code)
- Magic3D: High-Resolution Text-to-3D Content Creation (2022) (HN)
- Stable Diffusion with Nix - Quickly get up and running using Stable Diffusion with Nix flakes.
- Minimal text diffusion - Minimal implementation of diffusion models for text generation.
- VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models (2022)
- RAD-NeRF: Real-time Neural Talking Portrait Synthesis
- OpenAI Cookbook - Examples and guides for using the OpenAI API.
- Dispict - Design a growing artistic exhibit of your own making, with semantic search powered by OpenAI CLIP.
- Stable Diffusion 2.0 (2022) (HN) (Reddit) (Code)
- Generate photo-realistic images from text using Stable Diffusion
- Upscayl - AI Image Upscaler.
- Kandinsky 2.0 - Multilingual text2image latent diffusion model.
- Dreambooth Extension for Stable-Diffusion-WebUI
- Dream Bench - Tool for benchmarking image generation models.
- Math of diffusion (2022)
- AI Art Panic (2022)
- Some notes on the Stable Diffusion safety filter (2022)
- Stable Diffusion 2.0 and the Importance of Negative Prompts for Good Results (2022) (HN)
- Ten Years of Image Synthesis (2022) (HN)
- Diffusion Models Live Event (2022)
- Core ML Stable Diffusion - Run Stable Diffusion on Apple Silicon with Core ML. (Stable Diffusion with Core ML on Apple Silicon) (HN)
- Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation (2022) (Code)
- Generative AI: autocomplete for everything (2022) (Tweet)
- Basic Dreambooth Guide - Short guide on the process of collecting a dataset and basic dreambooth settings.
- People tricking ChatGPT “like watching an Asimov novel come to life” (HN)
- ChatGPT Assistant - Extension that enhances your browsing experience on the ChatGPT website, with features like page fetching and more.
- ChatGPT for VSCode - VSCode extension that allows you to use ChatGPT.
- Placing #1 in Advent of Code with GPT-3 (HN)
- ChatGPT API - Node.js wrapper around ChatGPT. Uses headless Chrome until the official API is released.
- ChatGPT Telegram Bot - Go CLI to fuels a Telegram bot that lets you interact with ChatGPT.
- ChatGPT - Lightweight package for interacting with ChatGPT's API by OpenAI. Uses reverse engineered official API.
- ChatGPT for Google - Chrome extension to show ChatGPT response in Google search results. (HN)
- A new AI game: Give me ideas for crimes to do (2022)
- Ask HN: How would you build a ChatGPT detector? (2022)
- GPT Index - Index created by GPT to organize external information and answer queries.
- ChatGPT export to PNG / PDF / HTML - Chrome extension for downloading your ChatGPT history to PNG, PDF or creating a sharable link.
- Stable Diffusion v 2.0 web UI
- GPT-3 Prompter - Use OpenAI's GPT-3 API prompter on any website.
- iOS app that generates images using Stable Diffusion v2
- ChatGPT passes the 2022 AP Computer Science A free response section (HN)
- ChatGPT can reply like a specific Reddit or HN user, including you
- Using ChatGPT as a Co-Founder (2022) (HN)
- Discuss HN: Software Careers Post ChatGPT+ (2022)
- ChatGPT vs. a Cryptic Crossword (2022) (HN)
- ShareGPT - Share your wildest ChatGPT conversations with one click. (Tweet)
- Awesome ChatGPT
- I Taught ChatGPT to Invent a Language (2022) (HN)
- Ask HN: What's in for ChatGPT, Stable Diffusion, etc. after dust settles? (2022)
- Awesome ChatGPT Prompts
- The Human's Guide to Competing with GPT (2022)
- Talk = GPT-2 and Whisper and WASM (HN)
- Ask HN: How do you cope with existential threat regarding career? (2022)
- ChatGPT Raycast extension
- Prompts for games and world building in ChatGPT (2022)
- showGPT - Guide to unlocking the power of AI and chatGPT.
- How to use ChatGPT as founder
- PyChatGPT - Python client for the unofficial ChatGPT API with auto token regeneration, conversation tracking, proxy support and more.
- Pair Programming with AI: Writing a Distributed, Fault-Tolerant Redis Client using ChatGPT (2022)
- Bumblebee - GPT2, Stable Diffusion, and More in Elixir. (HN) (Article)
- ChatGPT, Rot13, and Daniel Kahneman (2022) (HN)
- Why does ChatGPT work so well?
- Ask HN: Can ChatGPT generate fully functional code? (2022)
- Stable Diffusion 2.0 Negative Prompting
- GPT-2 Output Detector
- ChatGPT Advanced - Browser extension that augments your ChatGPT prompts with web results.
- Diffusion Chat - Chat-like interface for Stable Diffusion.
- StackExplain - Explain your error message in plain English using ChatGPT.
- I am frustrated with Stable Diffusion (2022) (HN)
- Make ChatGPT yourself
- ChatGPT Mac Menu Bar - Chat with OpenAI's ChatGPT in mac menu bar.
- Stableboost - Create personalized images with AI.
- ChatGPT can create cool images using TikZ (2022)
- Stable Diffusion in Docker
- OpenAI (ChatGPT) API Client for Go
- Summarize - Summarize web pages using OpenAI ChatGPT.
- Ask HN: How does ChatGPT work? (2022)
- Disputing a Parking Fine with ChatGPT (2022) (HN)
- GPT3 Writer in code
- ChatGPT Extension - Access OpenAI's ChatGPT from anywhere on the web.
- Ask HN: Is the weaponisation of ChatGPT now inevitable? (2022)
- ChatGPT Resources
- Photoshot - AI Avatar generator. (Code)
- Lexica Aperture - Generate realistic looking photographs. (Tweet)
- Ask HN: Self-hosted/open-source ChatGPT alternative? Like Stable Diffusion (2022)
- GPT-3 Visual Studio Code Extension - Use GPT-3 to generate documentation and get help debugging your code.
- Swift app demonstrating Core ML Stable Diffusion
- StructuredDiffusion: Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis (2022) (Code)
- All the ways to get around ChatGPT's safeguards (HN)
- How does GPT obtain its ability? Tracing emergent abilities of language models (2022) (HN)
- How Might Generative AI Change Programming? (2022)
- Stable Tuner - Finetuning SD in style.
- Prompt Engineering Guide