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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
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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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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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: LocalAI: Self-hosted OpenAI alternative reaches 2.14.0 | news.ycombinator.com | 2024-05-03
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
Project mention: 3D and 2D: Testing out my cross-platform graphics engine | news.ycombinator.com | 2024-04-02
Diffusion unet has an "extended" version nowadays that applies to the resnet part as well as the cross-attention: https://github.com/cloneofsimo/lora
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.
stable-diffusion related posts
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Ask HN: Are there AI prompt builder products?
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Washington's Lottery forced to pull site after creating AI porn of lotto user
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Now You Can Full Fine Tune / DreamBooth Stable Diffusion XL (SDXL) with only 10.3 GB VRAM via OneTrainer
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Compressing Images with Neural Networks
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Full AMD Linux Laptop (Radeon 7600M XT GPU, Ryzen CPU): Tuxedo Sirius 16 Review
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ComflowySpace: An open-source version of better ComfyUI
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Open-source project ZLUDA lets CUDA apps run on AMD GPUs
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A note from our sponsor - SaaSHub
www.saashub.com | 8 May 2024
Index
What are some of the best open-source stable-diffusion projects? This list will help you:
Project | Stars | |
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1 | stable-diffusion-webui | 130,470 |
2 | ComfyUI | 33,914 |
3 | diffusers | 22,646 |
4 | InvokeAI | 21,337 |
5 | LocalAI | 19,862 |
6 | IOPaint | 17,194 |
7 | stable-diffusion-webui-colab | 15,271 |
8 | diffusionbee-stable-diffusion-ui | 11,941 |
9 | PaddleNLP | 11,448 |
10 | paper2gui | 9,540 |
11 | stable-dreamfusion | 7,827 |
12 | dream-textures | 7,611 |
13 | Dreambooth-Stable-Diffusion | 7,383 |
14 | fast-stable-diffusion | 7,316 |
15 | MochiDiffusion | 7,113 |
16 | Graphite | 6,903 |
17 | lora | 6,616 |
18 | Auto-Photoshop-StableDiffusion-Plugin | 6,303 |
19 | stable-diffusion-webui-docker | 6,045 |
20 | openvino | 5,962 |
21 | civitai | 5,626 |
22 | automatic | 4,745 |
23 | krita-ai-diffusion | 4,653 |
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