Shenyi-Z / Cache4DiffusionLinks
Aiming to integrate most existing feature caching-based diffusion acceleration schemes into a unified framework.
☆28Updated this week
Alternatives and similar repositories for Cache4Diffusion
Users that are interested in Cache4Diffusion are comparing it to the libraries listed below
Sorting:
- [ICLR2025] Accelerating Diffusion Transformers with Token-wise Feature Caching☆177Updated 6 months ago
- [ICCV2025] From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers☆283Updated last month
- [ICML2025] Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity☆430Updated 3 weeks ago
- 📚 Collection of awesome generation acceleration resources.☆334Updated 2 months ago
- ☆175Updated 8 months ago
- (ToCa-v2) A New version of ToCa，with faster speed and better acceleration!☆38Updated 6 months ago
- Adaptive Caching for Faster Video Generation with Diffusion Transformers☆159Updated 10 months ago
- (ICCV2025) EEdit⚡: Rethinking the Spatial and Temporal Redundancy for Efficient Image Editing☆52Updated this week
- An open-source implementation of Regional Adaptive Sampling (RAS), a novel diffusion model sampling strategy that introduces regional var…☆140Updated 2 months ago
- [NeurIPS 2024] Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching☆113Updated last year
- Code for Draft Attention☆90Updated 3 months ago
- A Unified Cache Acceleration Toolbox for 🤗Diffusers: FLUX.1, Qwen-Image-Edit, Qwen-Image, HunyuanImage-2.1, Wan 2.1/2.2, etc.☆317Updated this week
- ImgEdit: A Unified Image Editing Dataset and Benchmark☆184Updated 2 weeks ago
- [ICCV 2025][Few-Step Student Surpasses Teacher Diffusion] Learning Few-Step Diffusion Models by Trajectory Distribution Matching☆50Updated last month
- Official implementation of DiCache: Let Diffusion Model Determine Its Own Cache☆37Updated 3 weeks ago
- FORA introduces simple yet effective caching mechanism in Diffusion Transformer Architecture for faster inference sampling.☆48Updated last year
- Official code for ICCV 2025 paper, X2I: Seamless Integration of Multimodal Understanding into Diffusion Transformer via Attention Distill…☆81Updated 2 months ago
- An Efficient Text-to-Image Generation Pretrain Pipeline☆117Updated 5 months ago
- A parallelism VAE avoids OOM for high resolution image generation☆78Updated last month
- OneIG-Bench is a meticulously designed comprehensive benchmark framework for fine-grained evaluation of T2I models across multiple dimens…☆68Updated last month
- VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation☆310Updated 5 months ago
- [ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation☆119Updated 6 months ago
- This is a repo to track the latest autoregressive visual generation papers.☆396Updated 2 months ago
- Official PyTorch implementation of paper "CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up".☆210Updated 5 months ago
- [ICLR 2025] FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality☆245Updated 8 months ago
- 【CVPR 2025 Oral】Official Repo for Paper "AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea"☆186Updated 5 months ago
- Official implementation of HPSv3: Towards Wide-Spectrum Human Preference Score (ICCV2025)☆172Updated last week
- [CVPR 2025] T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation☆91Updated 3 months ago
- [NeurIPS 2025] Radial Attention: O(n\log n) Sparse Attention with Energy Decay for Long Video Generation☆507Updated this week
- GenEval: An object-focused framework for evaluating text-to-image alignment☆363Updated 6 months ago