Top 23 Jupyter Notebook diffusion-model Projects

diffusion-models

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1. VAR

   1 1 8,705 4.8 Jupyter Notebook

   [NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation! (by FoundationVision)

   

2. SaaSHub

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   SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

   

3. mmagic

   2 5 7,423 6.8 Jupyter Notebook

   OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

   

4. score_sde_pytorch

   3 4 2,098 0.0 Jupyter Notebook

   PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

   

5. onediff

   4 2 1,963 3.1 Jupyter Notebook

   OneDiff: An out-of-the-box acceleration library for diffusion models.

   

6. score_sde

   5 6 1,828 0.0 Jupyter Notebook

   Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

   

7. CrossAttentionControl

   6 11 1,341 10.0 Jupyter Notebook

   Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion

   

8. Matcha-TTS

   7 2 1,325 0.8 Jupyter Notebook

   [ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching

   

   Project mention: CosyVoice 2025 Complete Guide: The Ultimate Multi-lingual Text-to-Speech Solution | dev.to | 2025-12-15

   Matcha-TTS - Flow Matching TTS

9. MultiDiffusion

   8 13 1,055 4.8 Jupyter Notebook

   Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)

   

10. diffae

    9 1 962 3.2 Jupyter Notebook

    Official implementation of Diffusion Autoencoders

    

11. audio-diffusion

    10 1 791 5.1 Jupyter Notebook

    Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.

    

12. Attend-and-Excite

    11 4 769 4.0 Jupyter Notebook

    Official Implementation for "Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models" (SIGGRAPH 2023)

    

13. Paella

    12 6 746 4.7 Jupyter Notebook

    Official Implementation of Paella https://arxiv.org/abs/2211.07292v2

    

14. stable-diffusion-aesthetic-gradients

    13 14 742 10.0 Jupyter Notebook

    Personalization for Stable Diffusion via Aesthetic Gradients 🎨

    

15. DiffusionFastForward

    14 3 682 4.4 Jupyter Notebook

    DiffusionFastForward: a free course and experimental framework for diffusion-based generative models

    

16. blended-latent-diffusion

    15 1 630 3.4 Jupyter Notebook

    Official implementation for "Blended Latent Diffusion" [SIGGRAPH 2023]

    

17. semantic-draw

    16 1 589 4.4 Jupyter Notebook

    Official code for the CVPR 2025 paper "SemanticDraw: Towards Real-Time Interactive Content Creation from Image Diffusion Models."

    

18. Wuerstchen

    17 1 555 5.9 Jupyter Notebook

    Official implementation of Würstchen: Efficient Pretraining of Text-to-Image Models

    

19. PIDM

    18 1 503 4.2 Jupyter Notebook

    Person Image Synthesis via Denoising Diffusion Model (CVPR 2023)

    

20. Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch

    19 2 486 2.4 Jupyter Notebook

    [ECCV 2022] Compositional Generation using Diffusion Models

    

21. Gen-L-Video

    20 1 308 1.8 Jupyter Notebook

    The official implementation for "Gen-L-Video: Multi-Text to Long Video Generation via Temporal Co-Denoising".

    

22. Self-Attention-Guidance

    21 2 247 5.7 Jupyter Notebook

    Official implementation of the paper "Improving Sample Quality of Diffusion Models Using Self-Attention Guidance" (ICCV 2023)

    

23. diffusion_models

    22 4 163 0.0 Jupyter Notebook

    Minimal standalone example of diffusion model

    

24. favicon-diffusion

    23 1 10 7.9 Jupyter Notebook

    run diffusion models in the browser! webgpu hippo diffusion kernels in >2k lines of vanilla js

    

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• SUPIR Full Tutorial + 1 Click 12GB VRAM Windows & RunPod / Linux Installer + Batch Upscale + Comparison With Magnific

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