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Top 23 Jupyter Notebook diffusion-model Projects
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VAR
[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)
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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mmagic
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.
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score_sde_pytorch
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
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score_sde
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
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CrossAttentionControl
Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion
- Project mention: CosyVoice 2025 Complete Guide: The Ultimate Multi-lingual Text-to-Speech Solution | dev.to | 2025-12-15
Matcha-TTS - Flow Matching TTS
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Stream
Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.
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MultiDiffusion
Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)
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audio-diffusion
Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.
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Attend-and-Excite
Official Implementation for "Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models" (SIGGRAPH 2023)
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DiffusionFastForward
DiffusionFastForward: a free course and experimental framework for diffusion-based generative models
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semantic-draw
Official code for the CVPR 2025 paper "SemanticDraw: Towards Real-Time Interactive Content Creation from Image Diffusion Models."
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Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch
[ECCV 2022] Compositional Generation using Diffusion Models
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Gen-L-Video
The official implementation for "Gen-L-Video: Multi-Text to Long Video Generation via Temporal Co-Denoising".
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Self-Attention-Guidance
Official implementation of the paper "Improving Sample Quality of Diffusion Models Using Self-Attention Guidance" (ICCV 2023)
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favicon-diffusion
run diffusion models in the browser! webgpu hippo diffusion kernels in >2k lines of vanilla js
Project mention: Realtime WebGPU favicon diffusors (45% faster than tensorflow.js) | news.ycombinator.com | 2025-02-19Source: https://github.com/neelr/favicon-diffusion
Details on the kernel optimizations, training process, and browser-specific challenges in the blog post.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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).
Jupyter Notebook diffusion-models discussion
Jupyter Notebook diffusion-models related posts
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SUPIR Full Tutorial + 1 Click 12GB VRAM Windows & RunPod / Linux Installer + Batch Upscale + Comparison With Magnific
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Magic123: One Image to High-Quality 3D Object Generation
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Like Diffusion but Faster: The Paella Model for Fast Image Generation
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Help with Composable-Diffusion
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Using Stable Diffusion's training method for Reverse engineering?
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Why does UniPC sampler use DDIM for Hires Fix?
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[Variational and Diffusion Methods] Minimal standalone example of diffusion model
- A note from our sponsor - InfluxDB www.influxdata.com | 23 Dec 2025
Index
What are some of the best open-source diffusion-model projects in Jupyter Notebook? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | VAR | 8,563 |
| 2 | mmagic | 7,305 |
| 3 | score_sde_pytorch | 2,009 |
| 4 | onediff | 1,954 |
| 5 | score_sde | 1,765 |
| 6 | CrossAttentionControl | 1,338 |
| 7 | Matcha-TTS | 1,201 |
| 8 | MultiDiffusion | 1,053 |
| 9 | diffae | 950 |
| 10 | audio-diffusion | 783 |
| 11 | Attend-and-Excite | 753 |
| 12 | Paella | 747 |
| 13 | stable-diffusion-aesthetic-gradients | 734 |
| 14 | DiffusionFastForward | 673 |
| 15 | blended-latent-diffusion | 625 |
| 16 | semantic-draw | 583 |
| 17 | Wuerstchen | 553 |
| 18 | PIDM | 500 |
| 19 | Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch | 484 |
| 20 | Gen-L-Video | 303 |
| 21 | Self-Attention-Guidance | 241 |
| 22 | diffusion_models | 163 |
| 23 | favicon-diffusion | 6 |
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