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Top 23 Python stable-diffusion Projects
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Link (Github): https://github.com/AUTOMATIC1111/stable-diffusion-webui
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ComfyUI
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
So I use a combination of Neo Forge and ComfyUI. Forge has an easier learning curve but ComfyUI gets all the new "hotness" almost immediately since there's so much custom nodes for it.
If you're on a Mac, I've heard that Draw Things is supposed to be pretty "batteries included" simple for image gen along the same lines as LM Studio.
https://github.com/Haoming02/sd-webui-forge-classic/tree/neo
https://github.com/Comfy-Org/ComfyUI
https://drawthings.ai
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diffusers
đ¤ Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
Project mention: GLM-Image: The First Open-Source Industrial-Grade Autoregressive Image Generation Model | dev.to | 2026-01-13pip install "sglang[diffusion] @ git+https://github.com/sgl-project/sglang.git#subdirectory=python" pip install git+https://github.com/huggingface/transformers.git pip install git+https://github.com/huggingface/diffusers.git
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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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sdnext
SD.Next: All-in-one WebUI for AI generative image and video creation, captioning and processing
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courses
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI) (by SkalskiP)
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SUPIR
SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.
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multidiffusion-upscaler-for-automatic1111
Tiled Diffusion and VAE optimize, licensed under CC BY-NC-SA 4.0
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stable-diffusion-videos
Create đĨ videos with Stable Diffusion by exploring the latent space and morphing between text prompts
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AI-Youtube-Shorts-Generator
Open-source alternative to Opus Clip, Vidyo.ai, Klap & SubMagic. Turn long-form YouTube videos into viral 9:16 shorts using LLM highlight detection, Whisper transcription, and auto vertical cropping â free, no watermarks, no per-clip credits.
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Project mention: Ask HN: Gen model to 1) design characters 2) make a consistent comic with them? | news.ycombinator.com | 2026-05-30
I haven't used it in a while but OneTrainer [1] used to be the "industry standard" for a solid LoRA trainer you can use locally - though a lot of people use CivitAI's LoRA training tools online [2] as well.
Biggest tip I can give is that more images is not necessarily better, rather the most important thing is that you caption/tag the images well so the LoRA learns the right "concepts".
[1] - https://github.com/Nerogar/OneTrainer
[2] - https://education.civitai.com/using-civitai-the-on-site-lora...
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LyCORIS
Lora beYond Conventional methods, Other Rank adaptation Implementations for Stable diffusion.
Python stable-diffusion discussion
Python stable-diffusion related posts
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ComfyUI on Linux Production Setup in 2026: systemd, Caddy, and Remote Access That Actually Works
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Remove AI Watermarks
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AI Gave the Solo Creator a Studio. The Studio Is Rented.
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Images That Sell: Automated Multimedia Generation Without a Designer â Part 3 of 5
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ComfyUI's $500M moment is really about creator control
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I Ported ComfyUI Desktop to Ubuntu 26.04
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Stable Diffusion vs Midjourney vs DALL-E 3: AI Image Generation Compared
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A note from our sponsor - SaaSHub
www.saashub.com | 18 Jun 2026
Index
What are some of the best open-source stable-diffusion projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | stable-diffusion-webui | 163,629 |
| 2 | ComfyUI | 117,401 |
| 3 | diffusers | 33,842 |
| 4 | krita-ai-diffusion | 10,186 |
| 5 | stable-dreamfusion | 8,837 |
| 6 | dream-textures | 8,165 |
| 7 | fast-stable-diffusion | 7,914 |
| 8 | sdnext | 7,131 |
| 9 | courses | 6,435 |
| 10 | SUPIR | 5,525 |
| 11 | multidiffusion-upscaler-for-automatic1111 | 5,001 |
| 12 | stable-diffusion-videos | 4,695 |
| 13 | riffusion-hobby | 3,895 |
| 14 | stablediffusion-infinity | 3,881 |
| 15 | AI-Youtube-Shorts-Generator | 3,851 |
| 16 | discoart | 3,831 |
| 17 | sd-webui-segment-anything | 3,518 |
| 18 | zero123 | 3,049 |
| 19 | OneTrainer | 3,048 |
| 20 | SimpleTuner | 2,858 |
| 21 | sd-webui-deforum | 2,852 |
| 22 | StableSR | 2,643 |
| 23 | LyCORIS | 2,497 |