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Top 23 Python diffuser Projects
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Been running Linux on the A770 for about 2 years now. Very happy with the driver situation. Was a bit rough very early on, but it's nice and stable now. Recommend at least Linux 6.4, but preferably newer. I use a rolling release distro(Artix) to get up to date kernels.
ML stuff can be a pain sometimes because support in pytorch and various other libraries is not as prioritised as CUDA. But I've been able to get llama.cpp working via ollama, which has experimental intel gpu support. Worked fine when I tested it, though I haven't actually used it very much, so don't quote me on it.
For image gen, your best bet is to use sdnext(https://github.com/vladmandic/sdnext), which supports Intel on linux officially, and will automagically install the right pytorch version, and do a bunch of trickery to get libraries that insist on CUDA to work in many of the cases. Though some things are still unsupported due to various libraries still not supporting intel on Linux. Some types of quantization are unavailable for instance. But at least if you have the A770, quantisation for image gen is not as important due to plentyful VRAM, unless you're trying to use the flux models.
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Judoscale
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Project mention: Benn Jordan's AI poison pill and the weird world of adversarial noise | news.ycombinator.com | 2025-04-15
https://github.com/riffusion/riffusion-hobby
The more advanced music generators out now I believe have more of a 'stems' approach and a larger processing pipeline to increase fidelity and add tracking vocal capability but the underlying idea is the same.
Any adversarial attack to hide information in the spectrograph to fool the model into categorizing the track as something it is not isn't different than the image adversarial attacks which have been found to have ways to be mitigated.
Various forms of filtering for inaudible spectral information coupled with methods that destroy and re-synthesize/randomize phase information would likely break this poisoning attack.
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zero123plus
Code repository for Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.
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Project mention: 🧠🤖Image generative AI on PC without GPU (free and fast (FastSD CPU)) | dev.to | 2025-02-23
FastSD CPU is a faster version of Stable Diffusion on CPU. https://github.com/rupeshs/fastsdcpu Normally, without GPU it is soooo slow generating images locally.🐢 However, Based on Latent Consistency Models and Adversarial Diffusion Distillation, FastSD CPU can generate images faster than the normal models. Also, it has OpenVINO support to generate images even faster locally.💨
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stable-fast
https://wavespeed.ai/ Best inference performance optimization framework for HuggingFace Diffusers on NVIDIA GPUs.
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sd-webui-inpaint-anything
Inpaint Anything extension performs stable diffusion inpainting on a browser UI using masks from Segment Anything.
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InfluxDB
InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.
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Real-Time-Latent-Consistency-Model
App showcasing multiple real-time diffusion models pipelines with Diffusers
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Lora-for-Diffusers
The most easy-to-understand tutorial for using LoRA (Low-Rank Adaptation) within diffusers framework for AI Generation Researchers🔥
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inpaint-anything
Inpaint Anything performs stable diffusion inpainting on a browser UI using masks from Segment Anything. (by Uminosachi)
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caption-upsampling
This repository implements the idea of "caption upsampling" from DALL-E 3 with Zephyr-7B and gathers results with SDXL.
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StableDiffusionTelegram
StableDiffusionTelegram is a telegram bot that allows to generate images using the stable diffusion AI from a telegram bot, in a much more comfortable and simple way.
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Cozy-Auto-Texture
A Blender add-on for generating free textures using the Stable Diffusion AI text to image model.
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collage-diffusion-ui
An open source, layer-based web interface for Collage Diffusion - use a familiar Photoshop-like interface and let the AI harmonize the details.
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StableFusion
Transform text into images and images into new ones using AI. Our user-friendly web app, built with Diffusion, Python, and Streamlit, offers customizable outputs in various styles and formats
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CodeRabbit
CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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).
Python diffusers discussion
Python diffusers related posts
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Benn Jordan's AI poison pill and the weird world of adversarial noise
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Accelerating Stable Video Diffusion 3x Faster with OneDiff DeepCache and Int8
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Has anyone managed to get TensorRT working in ComfyUI on Windows?
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You know what I REALLY want? Something like img2img but for sound/music.
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Comfyui Stream/Webcam Input ?
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Real-Time Latent Consistency Model Demos
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Real-Time Latent Consistency Model
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A note from our sponsor - Judoscale
judoscale.com | 20 Apr 2025
Index
What are some of the best open-source diffuser projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | sdnext | 6,188 |
| 2 | riffusion-hobby | 3,648 |
| 3 | SimpleTuner | 2,214 |
| 4 | zero123plus | 1,841 |
| 5 | fastsdcpu | 1,654 |
| 6 | stable-fast | 1,248 |
| 7 | sd-webui-inpaint-anything | 1,231 |
| 8 | Real-Time-Latent-Consistency-Model | 887 |
| 9 | ControlNet-for-Diffusers | 827 |
| 10 | Lora-for-Diffusers | 799 |
| 11 | Auto1111SDK | 409 |
| 12 | inpaint-anything | 256 |
| 13 | diffusion-fast | 214 |
| 14 | consistency-models | 204 |
| 15 | caption-upsampling | 153 |
| 16 | StableDiffusionTelegram | 130 |
| 17 | diffusionmagic | 126 |
| 18 | Cozy-Auto-Texture | 112 |
| 19 | controlnetvideo | 80 |
| 20 | collage-diffusion-ui | 64 |
| 21 | StableFusion | 60 |
| 22 | sdxl-demos | 8 |
| 23 | Stable-Diffusion-Bot | 8 |
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