A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.
☆1,004May 7, 2024Updated last year
Alternatives and similar repositories for tiny-diffusion
Users that are interested in tiny-diffusion are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Information-theoretic diffusion, simplified code example.☆32Mar 28, 2023Updated 3 years ago
- Self-contained, minimalistic implementation of diffusion models with Pytorch.☆1,168Jun 28, 2022Updated 3 years ago
- A minimal yet resourceful implementation of diffusion models (along with pretrained models + synthetic images for nine datasets)☆309Sep 4, 2024Updated last year
- Implementation of Denoising Diffusion Probabilistic Model in Pytorch☆10,525Feb 11, 2026Updated 2 months ago
- A Small diffusion model in PyTorch.☆16Apr 18, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A collection of resources and papers on Diffusion Models☆12,323Aug 1, 2024Updated last year
- Minimal standalone example of diffusion model☆163Jun 4, 2022Updated 3 years ago
- Information-Theoretic Diffusion: A brand new diffusion model / density estimator based on information theory.☆37Jul 18, 2024Updated last year
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,468Apr 19, 2026Updated last week
- A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch☆721Nov 12, 2022Updated 3 years ago
- A playbook for systematically maximizing the performance of deep learning models.☆30,061Jun 18, 2024Updated last year
- A minimal implementation of diffusion models for text generation☆412May 11, 2023Updated 2 years ago
- Simple and readable code for training and sampling from diffusion models☆742Apr 8, 2026Updated 3 weeks ago
- Official repository for our work on micro-budget training of large-scale diffusion models.☆1,568Jan 12, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆57,242Nov 12, 2025Updated 5 months ago
- Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"☆8,539May 31, 2024Updated last year
- A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training☆24,227Aug 15, 2024Updated last year
- minimal diffusion model for self-study☆27Jul 8, 2023Updated 2 years ago
- 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.☆33,485Updated this week
- denoising diffusion models, as simple as possible☆172Nov 8, 2022Updated 3 years ago
- A PyTorch library for implementing flow matching algorithms, featuring continuous and discrete flow matching implementations. It includes…☆4,367Jan 5, 2026Updated 3 months ago
- "Deep Generative Modeling": Introductory Examples☆1,304Mar 9, 2026Updated last month
- Cramming the training of a (BERT-type) language model into limited compute.☆1,364Jun 13, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Implementation of papers in 101 lines of code.☆18Nov 12, 2023Updated 2 years ago
- EDM2 and Autoguidance -- Official PyTorch implementation☆841Dec 9, 2024Updated last year
- Official implementation of Cold-Diffusion for different transformations in pytorch.☆1,123Oct 13, 2022Updated 3 years ago
- High-Resolution Image Synthesis with Latent Diffusion Models☆13,994Feb 29, 2024Updated 2 years ago
- Vector (and Scalar) Quantization, in Pytorch☆3,919Apr 17, 2026Updated 2 weeks ago
- ☆7,359Jul 2, 2024Updated last year
- TorchCFM: a Conditional Flow Matching library☆2,430Apr 20, 2026Updated last week
- Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)☆1,989Jul 31, 2024Updated last year
- Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)☆1,299Dec 18, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Elucidating the Design Space of Diffusion-Based Generative Models (EDM)☆1,949Mar 16, 2024Updated 2 years ago
- Flow-matching algorithms in JAX☆116Aug 12, 2024Updated last year
- A reimplementation of Stable Diffusion 3.5 in pure PyTorch☆702Jun 14, 2025Updated 10 months ago
- Text to Image Latent Diffusion using a Transformer core☆224Aug 29, 2024Updated last year
- Official repository for MaGNET, ICLR 2022☆24Oct 12, 2022Updated 3 years ago
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆5,839Apr 21, 2026Updated last week
- [Neurips 2021]Diffusion Normalizing Flow (DiffFlow)☆120Sep 13, 2023Updated 2 years ago