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Stars

diffusion

扩散模型
22 repositories
Jupyter Notebook 3,014 283 Updated May 14, 2024
Jupyter Notebook 1,438 260 Updated Jan 18, 2024

Learn to serve Stable Diffusion models on cloud infrastructure at scale. This Lightning App shows load-balancing, orchestrating, pre-provisioning, dynamic batching, GPU-inference, micro-services wo…

Python 390 38 Updated Oct 3, 2023

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

Python 1,248 130 Updated Mar 16, 2024

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

Jupyter Notebook 7,547 791 Updated Dec 8, 2022
Jupyter Notebook 2,878 279 Updated Feb 27, 2023

Diffusion model papers, survey, and taxonomy

2,854 246 Updated Aug 9, 2024

A collection of resources and papers on Diffusion Models

HTML 10,623 916 Updated Aug 1, 2024

Release for Improved Denoising Diffusion Probabilistic Models

Python 3,095 473 Updated Jul 18, 2024

High-Resolution Image Synthesis with Latent Diffusion Models

Jupyter Notebook 11,321 1,470 Updated Feb 29, 2024

Versatile Diffusion: Text, Images and Variations All in One Diffusion Model, arXiv 2022 / ICCV 2023

Python 1,302 81 Updated Aug 10, 2023

GLIDE: a diffusion-based text-conditional image synthesis model

Python 3,519 497 Updated Mar 8, 2024

A PyTorch implementation of the paper "All are Worth Words: A ViT Backbone for Diffusion Models".

Jupyter Notebook 868 57 Updated Mar 25, 2023

Materials for the Hugging Face Diffusion Models Course

Jupyter Notebook 3,481 373 Updated Apr 11, 2024

Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Jupyter Notebook 303 18 Updated Nov 9, 2023

Using Low-rank adaptation to quickly fine-tune diffusion models.

Jupyter Notebook 6,890 473 Updated Mar 22, 2024

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

Python 5,874 514 Updated May 31, 2024

Let us control diffusion models!

Python 29,447 2,659 Updated Feb 25, 2024

T2I-Adapter

Python 3,370 198 Updated Jun 21, 2024

AudioLDM: Generate speech, sound effects, music and beyond, with text.

Python 2,359 223 Updated Jun 2, 2024