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.
☆30Updated 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
- [ICLR 2024 Spotlight] This is the official PyTorch implementation of "EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Di…☆59Updated 10 months ago
- [NeurIPS 2024] Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching☆101Updated 9 months ago
- fixed official code for paper "A Closer Look at Parameter-Efficient Tuning in Diffusion Models".☆41Updated last year
- ☆45Updated last year
- Implementation of the 2023 CVPR Award Candidate: On Distillation of Guided Diffusion Models☆48Updated last year
- SpeeD: A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training☆178Updated 2 months ago
- Implementation of "DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning"☆91Updated last year
- PyTorch code and model checkpoints for Score identity Distillation (SiD) and its adversarial version (SiDA)☆116Updated 3 weeks ago
- PyTorch implementation of One-step Diffusion with Distribution Matching Distillation☆28Updated 10 months ago
- [ECCV 2024] Official pytorch implementation of "Switch Diffusion Transformer: Synergizing Denoising Tasks with Sparse Mixture-of-Experts"☆40Updated 9 months ago
- [NeurIPS 2023] Structural Pruning for Diffusion Models☆187Updated 9 months ago
- Curated list of methods that focuses on improving the efficiency of diffusion models☆44Updated 9 months ago
- Denoising Diffusion Step-aware Models (ICLR2024)☆59Updated last year
- SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation (CVPR 2024)☆61Updated 4 months ago
- Official implementation of LaVin-DiT☆31Updated 2 months ago
- [ICLR 2025] Implementation of Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding☆35Updated this week
- Score identity Distillation with Long and Short Guidance for One-Step Text-to-Image Generation☆65Updated last month
- Official GitHub repository for the Text-Guided Video Editing (TGVE) competition of LOVEU Workshop @ CVPR'23.☆75Updated last year
- Vico: Compositional Video Generation as Flow Equalization☆58Updated 5 months ago
- Official implementation of "Controlling Text-to-Image Diffusion by Orthogonal Finetuning".☆290Updated 6 months ago
- Open source implementation and models of One-step Diffusion with Distribution Matching Distillation☆139Updated 10 months ago
- ☆69Updated 3 weeks ago
- Paper survey of efficient computation for large scale models.☆32Updated 4 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 implementation of MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis☆83Updated 9 months ago
- Inference-only implementation of "One-Step Diffusion Distillation through Score Implicit Matching" [NIPS 2024]☆81Updated 5 months ago
- Official implementation of "Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization"☆77Updated last year
- ICCV2023-Diffusion-Papers☆109Updated last year
- [ICLR 2024] Official pytorch implementation of "Denoising Task Routing for Diffusion Models"☆21Updated last year
- The official implementation of Recurrent Diffusion for Large-Scale Parameter Generation.☆52Updated 2 months ago