Python diffusion

Open-source Python projects categorized as diffusion
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stable-diffusion image-generation Pytorch AI diffusers
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Top 23 Python diffusion Projects

diffusion

  1. stable-diffusion-webui

    Stable Diffusion web UI

    Project mention: Enhancing Creativity: A Web Interface for Stable Diffusion | dev.to | 2025-03-21

    For those interested in this innovative tool, accessing the GitHub repository at https://github.com/AUTOMATIC1111/stable-diffusion-webui provides further details and instructions on how to utilize its features effectively. Embrace the future of creativity and unlock new possibilities with this enhanced web interface for Stable Diffusion.

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  3. diffusers

    🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

    Project mention: How to Install & Run VideoLLaMA3-7B Locally | dev.to | 2025-02-13

    !pip install torch torchvision torchaudio einops timm pillow !pip install git+https://github.com/huggingface/transformers !pip install git+https://github.com/huggingface/accelerate !pip install git+https://github.com/huggingface/diffusers !pip install huggingface_hub !pip install sentencepiece bitsandbytes protobuf decord ffmpeg-python imageio opencv-python

  4. peft

    🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

  5. discoart

    🪩 Create Disco Diffusion artworks in one line

  6. riffusion-hobby

    Stable diffusion for real-time music generation

    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.

  7. Marigold

    [CVPR 2024 - Oral, Best Paper Award Candidate] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

    Project mention: How to Estimate Depth from a Single Image | dev.to | 2024-04-25

    git clone https://github.com/prs-eth/Marigold.git

  8. Lumina-T2X

    Lumina-T2X is a unified framework for Text to Any Modality Generation

    Project mention: Voxel51 Filtered Views Newsletter - May 24, 2024 | dev.to | 2024-05-24

    The GitHub repository

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  10. fastsdcpu

    Fast stable diffusion on CPU

    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.💨

  11. minisora

    MiniSora: A community aims to explore the implementation path and future development direction of Sora.

  12. sd-webui-inpaint-anything

    Inpaint Anything extension performs stable diffusion inpainting on a browser UI using masks from Segment Anything.

  13. tango

    A family of diffusion models for text-to-audio generation. (by declare-lab)

  14. Pallaidium

    PALLAIDIUM - a generative AI movie studio integrated in the Blender Video Editor.

  15. minDiffusion

    Self-contained, minimalistic implementation of diffusion models with Pytorch.

  16. Adan

    Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

  17. stable-diffusion-docker

    Run the official Stable Diffusion releases in a Docker container with txt2img, img2img, depth2img, pix2pix, upscale4x, and inpaint.

    Project mention: Deploying AI Models with Amazon Web Services: A Practical Guide | dev.to | 2024-12-11

    Flexibility with Docker: Using the stable-diffusion-docker repository (GitHub Repository), we adapted the model for containerized deployment.

  18. fish-diffusion

    An easy to understand TTS / SVS / SVC framework

  19. StylePile

    A prompt generation helper script for AUTOMATIC1111/stable-diffusion-webui and compatible forks

  20. stable-diffusion-pytorch

    Yet another PyTorch implementation of Stable Diffusion (probably easy to read)

  21. smalldiffusion

    Simple and readable code for training and sampling from diffusion models

    Project mention: Smalldiffusion: Readable code for training and sampling from diffusion models | news.ycombinator.com | 2025-03-06

  22. clip-guided-diffusion

    A CLI tool/python module for generating images from text using guided diffusion and CLIP from OpenAI.

  23. Auto1111SDK

    An SDK/Python library for Automatic 1111 to run state-of-the-art diffusion models

  24. latentblending

    Create butter-smooth transitions between prompts, powered by stable diffusion

  25. SVGDreamer

    [CVPR 2024] Official implementation for "SVGDreamer: Text Guided SVG Generation with Diffusion Model" https://arxiv.org/abs/2312.16476

    Project mention: Ghostwriter – use the reMarkable2 as an interface to vision-LLMs | news.ycombinator.com | 2025-02-07

    I recall flux.ai had a couple models — a quick google search turned up these guys: https://github.com/ximinng/SVGDreamer

    I’ve been working on a different angle - in place updating of PDFs on the Remarkable, so it’s cool to see what you’re working on. Thanks for sharing it.

  26. InfluxDB

    InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.

    InfluxDB logo
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).

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Python diffusion related posts

  • Benn Jordan's AI poison pill and the weird world of adversarial noise

    1 project | news.ycombinator.com | 15 Apr 2025

  • Enhancing Creativity: A Web Interface for Stable Diffusion

    1 project | dev.to | 21 Mar 2025

  • 🧠🤖Image generative AI on PC without GPU (free and fast (FastSD CPU))

    1 project | dev.to | 23 Feb 2025

  • I Self-Hosted Llama 3.2 with Coolify on My Home Server: A Step-by-Step Guide

    2 projects | news.ycombinator.com | 16 Oct 2024

  • How to Run FLUX1 for Free: A Step-by-Step Guide

    2 projects | dev.to | 9 Sep 2024

  • Run Flux.1 on M3 Mac with Diffusers

    2 projects | dev.to | 14 Aug 2024

  • World of GenAI - Exploring the Depths of Stable Diffusion

    1 project | dev.to | 6 Aug 2024
  • A note from our sponsor - CodeRabbit
    coderabbit.ai | 18 Apr 2025
    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. Learn more →

Index

What are some of the best open-source diffusion projects in Python? This list will help you:

# Project Stars
1 stable-diffusion-webui 151,238
2 diffusers 28,632
3 peft 18,130
4 discoart 3,846
5 riffusion-hobby 3,636
6 Marigold 2,641
7 Lumina-T2X 2,183
8 fastsdcpu 1,654
9 minisora 1,267
10 sd-webui-inpaint-anything 1,231
11 tango 1,160
12 Pallaidium 1,107
13 minDiffusion 934
14 Adan 785
15 stable-diffusion-docker 743
16 fish-diffusion 694
17 StylePile 578
18 stable-diffusion-pytorch 566
19 smalldiffusion 473
20 clip-guided-diffusion 461
21 Auto1111SDK 409
22 latentblending 360
23 SVGDreamer 346

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