cantbebetter2 / Awesome-Diffusion-Distillation
A list of papers, docs, codes about diffusion distillation.This repo collects various distillation methods for the Diffusion model. Welcome to PR the works (papers, repositories) missed by the repo.
☆32Updated last year
Alternatives and similar repositories for Awesome-Diffusion-Distillation
Users that are interested in Awesome-Diffusion-Distillation are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching☆102Updated 10 months ago
- [ICLR 2025] Official PyTorch implmentation of paper "T-Stitch: Accelerating Sampling in Pre-trained Diffusion Models with Trajectory Stit…☆101Updated last year
- Official GitHub repository for the Text-Guided Video Editing (TGVE) competition of LOVEU Workshop @ CVPR'23.☆75Updated last year
- ☆78Updated last month
- Implementation of the 2023 CVPR Award Candidate: On Distillation of Guided Diffusion Models☆48Updated last year
- Open source implementation and models of One-step Diffusion with Distribution Matching Distillation☆141Updated 11 months ago
- [ECCV 2024] Official pytorch implementation of "Switch Diffusion Transformer: Synergizing Denoising Tasks with Sparse Mixture-of-Experts"☆41Updated 10 months ago
- SpeeD: A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training☆178Updated 3 months ago
- [ICLR 2024 Spotlight] This is the official PyTorch implementation of "EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Di…☆60Updated 11 months ago
- [ICLR 2025] Implementation of Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding☆37Updated 3 weeks ago
- Score identity Distillation with Long and Short Guidance for One-Step Text-to-Image Generation☆70Updated 2 months ago
- Denoising Diffusion Step-aware Models (ICLR2024)☆60Updated last year
- "FreeU: Free Lunch in Diffusion U-Net" for Huggingface Diffusers☆100Updated last year
- PyTorch code and model checkpoints for Score identity Distillation (SiD) and its adversarial version (SiDA)☆120Updated last month
- ☆45Updated last year
- Official implementation of MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis☆83Updated 10 months ago
- The official PyTorch implementation of Fast Diffusion Model☆95Updated last year
- [NeurIPS 2023] Structural Pruning for Diffusion Models☆191Updated 10 months ago
- Implementation of "DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning"☆91Updated last year
- fixed official code for paper "A Closer Look at Parameter-Efficient Tuning in Diffusion Models".☆41Updated last year
- Vico: Compositional Video Generation as Flow Equalization☆58Updated 6 months ago
- ICCV2023-Diffusion-Papers☆108Updated last year
- SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation (CVPR 2024)☆62Updated 5 months ago
- Inference-only implementation of "One-Step Diffusion Distillation through Score Implicit Matching" [NIPS 2024]☆81Updated 5 months ago
- Official implementation of Aurora☆82Updated last year
- A PyTorch implementation of the paper "Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis"☆45Updated 11 months ago
- [CVPR 2025] CoDe: Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient☆100Updated last month
- ☆36Updated 2 years ago
- STAR: Scale-wise Text-to-image generation via Auto-Regressive representations☆140Updated 2 months ago
- LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models☆57Updated 9 months ago