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Top 23 stable-diffusion Open-Source Projects
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ComfyUI
The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
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InfluxDB
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diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
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InvokeAI
InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.
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LocalAI
:robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. It allows to generate Text, Audio, Video, Images. Also with voice cloning capabilities.
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IOPaint
Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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diffusionbee-stable-diffusion-ui
Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1 Mac. Comes with a one-click installer. No dependencies or technical knowledge needed.
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PaddleNLP
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
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paper2gui
Convert AI papers to GUI，Make it easy and convenient for everyone to use artificial intelligence technology。让每个人都简单方便的使用前沿人工智能技术
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Dreambooth-Stable-Diffusion
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
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Graphite
2D raster & vector editor that melds traditional layers & tools with a modern node-based, non-destructive, procedural workflow.
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Auto-Photoshop-StableDiffusion-Plugin
A user-friendly plug-in that makes it easy to generate stable diffusion images inside Photoshop using either Automatic or ComfyUI as a backend.
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automatic
SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models
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krita-ai-diffusion
Streamlined interface for generating images with AI in Krita. Inpaint and outpaint with optional text prompt, no tweaking required.
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Project mention: Show HN: I made an app to use local AI as daily driver | news.ycombinator.com | 2024-02-27* LLaVA model: I'll add more documentation. You are right Llava could not generate images. For image generation I don't have immediate plans, but checkout these projects for local image generation.
- https://diffusionbee.com/
- https://github.com/comfyanonymous/ComfyUI
- https://github.com/AUTOMATIC1111/stable-diffusion-webui
Project mention: ComflowySpace: An open-source version of better ComfyUI | news.ycombinator.com | 2024-03-08The non standard licensing puts me off in contributing or using this. It is frustrating how the phrase opensource has been diluted in the AI/ML community. ComfyUI has a GPL license [1] while this project uses this [2]. I honestly don't know where I stand since this is a legal document using non-standard phrasing to describe how the rights around the source code.
This is a project that uses a custom license with less rights provided than the ComfyUI project it self-describes as improving. Am not sure the title is reflective of the project.
[1] - https://github.com/comfyanonymous/ComfyUI/blob/master/LICENS...
Probably not, since I have no idea what you're talking about. I've just been using the models that InvokeAI (2.3, I only just now saw there's a 3.0) downloads for me [0]. The SD1.5 one is as good as ever, but the SD2 model introduces artifacts on (many, but not all) faces and copyrighted characters.
[0] https://github.com/invoke-ai/InvokeAI
Project mention: IOPaint: Image inpainting tool powered by SOTA. Erase and replace objects/people | news.ycombinator.com | 2024-04-12
Project mention: Show HN: I made an app to use local AI as daily driver | news.ycombinator.com | 2024-02-27* LLaVA model: I'll add more documentation. You are right Llava could not generate images. For image generation I don't have immediate plans, but checkout these projects for local image generation.
- https://diffusionbee.com/
- https://github.com/comfyanonymous/ComfyUI
- https://github.com/AUTOMATIC1111/stable-diffusion-webui
Project mention: When are we getting stable diffusion for 3d models or 3d scenes? | /r/StableDiffusion | 2023-12-07Who is working on it? I've seen a few other models that do this, like Stable-Dreamfusion.
I tried using TheLastBen's fast dreambooth trainer. I managed to train a ckpt file but I can't run it.
Project mention: How do I install stable diffusion on my Mac Air? My midjourney subscription expired, and I don’t wanna pay another 60 a month. So I wanna try a new service. | /r/StableDiffusion | 2023-07-12Mochi Diffusion is very fast but you're limited to 512x512 or whatever image sizes the model is generated on
Diffusion unet has an "extended" version nowadays that applies to the resnet part as well as the cross-attention: https://github.com/cloneofsimo/lora
Project mention: 3D and 2D: Testing out my cross-platform graphics engine | news.ycombinator.com | 2024-04-02
Btw, there's already an open source way to do this
https://github.com/AbdullahAlfaraj/Auto-Photoshop-StableDiff...
Project mention: ‘Nudify’ Apps That Use AI to ‘Undress’ Women in Photos Are Soaring in Popularity | /r/technology | 2023-12-08I also use the Stable Diffusion WebUI Docker, I found it really easy to set up.
Project mention: Washington's Lottery forced to pull site after creating AI porn of lotto user | news.ycombinator.com | 2024-04-04I find it quite funny, especially if you realize that something like 90% of the Stable Diffusion model fine-tunes out there are actually made for generating porn or images of females. Go to the website that has the most image generation models to verify this for yourself: https://civitai.com
WARNING don't visit this site on your work computer.
Project mention: Open-source project ZLUDA lets CUDA apps run on AMD GPUs | news.ycombinator.com | 2024-03-05> it won't ever be a viable option
For production workloads, I generally agree. It's an unsupported hack with a questionable future, I wouldn't do anything money-making with it.
However, for tinkering and consumer workloads, it already works pretty well. Enough of cuDNN and cuBLAS work to run PyTorch and in turn, Stable Diffusion with https://github.com/lshqqytiger/ZLUDA - there's even a fairly user-friendly setup process already in https://github.com/vladmandic/automatic .
I was able to get a personal non-ML related project working on my AMD card in just a few minutes, which saved me a lot of development time before I then deployed the production workload on NV hardware (this is probably why AMD pulled the plug on the project - it's almost more of a boost to NV than anything else, AMD really need people to be writing code on ROCm to deploy on AMD datacenter hardware).
I have been playing a lot with Krita's SD plugin https://github.com/Acly/krita-ai-diffusion - that uses ComfyUI as it's API source.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
stable-diffusion related posts
- Ask HN: Are there AI prompt builder products?
- Washington's Lottery forced to pull site after creating AI porn of lotto user
- Now You Can Full Fine Tune / DreamBooth Stable Diffusion XL (SDXL) with only 10.3 GB VRAM via OneTrainer
- Compressing Images with Neural Networks
- Full AMD Linux Laptop (Radeon 7600M XT GPU, Ryzen CPU): Tuxedo Sirius 16 Review
- ComflowySpace: An open-source version of better ComfyUI
- Open-source project ZLUDA lets CUDA apps run on AMD GPUs
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A note from our sponsor - InfluxDB
www.influxdata.com | 23 Apr 2024
Index
What are some of the best open-source stable-diffusion projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | stable-diffusion-webui | 129,299 |
| 2 | ComfyUI | 32,480 |
| 3 | diffusers | 22,429 |
| 4 | InvokeAI | 21,207 |
| 5 | LocalAI | 19,033 |
| 6 | IOPaint | 16,993 |
| 7 | stable-diffusion-webui-colab | 15,237 |
| 8 | diffusionbee-stable-diffusion-ui | 11,911 |
| 9 | PaddleNLP | 11,386 |
| 10 | paper2gui | 9,444 |
| 11 | stable-dreamfusion | 7,794 |
| 12 | dream-textures | 7,584 |
| 13 | Dreambooth-Stable-Diffusion | 7,383 |
| 14 | fast-stable-diffusion | 7,298 |
| 15 | MochiDiffusion | 7,092 |
| 16 | lora | 6,579 |
| 17 | Graphite | 6,356 |
| 18 | Auto-Photoshop-StableDiffusion-Plugin | 6,244 |
| 19 | stable-diffusion-webui-docker | 5,967 |
| 20 | openvino | 5,864 |
| 21 | civitai | 5,572 |
| 22 | automatic | 4,693 |
| 23 | krita-ai-diffusion | 4,533 |
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