thu-ml / SageAttentionLinks
[ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-to-end metrics across language, image, and video models.
☆2,607Updated last week
Alternatives and similar repositories for SageAttention
Users that are interested in SageAttention are comparing it to the libraries listed below
Sorting:
- xDiT: A Scalable Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism☆2,347Updated last week
- [ICLR2025 Spotlight] SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models☆3,275Updated last week
- [ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.☆758Updated this week
- Model Compression Toolbox for Large Language Models and Diffusion Models☆685Updated 2 months ago
- Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model☆1,151Updated 4 months ago
- A unified inference and post-training framework for accelerated video generation.☆2,513Updated this week
- Light Video Generation Inference Framework☆714Updated this week
- https://wavespeed.ai/ Context parallel attention that accelerates DiT model inference with dynamic caching☆385Updated 4 months ago
- Fork of the Triton language and compiler for Windows support and easy installation☆1,531Updated last week
- 📚A curated list of Awesome Diffusion Inference Papers with Codes: Sampling, Cache, Quantization, Parallelism, etc.🎉☆435Updated 2 months ago
- A pipeline parallel training script for diffusion models.☆1,663Updated last week
- [NeurIPS 2025] Radial Attention: O(nlogn) Sparse Attention with Energy Decay for Long Video Generation☆536Updated this week
- [ICML2025, NeurIPS2025 Spotlight] Sparse VideoGen 1 & 2: Accelerating Video Diffusion Transformers with Sparse Attention☆553Updated last month
- A Distributed Attention Towards Linear Scalability for Ultra-Long Context, Heterogeneous Data Training☆545Updated this week
- Scalable and memory-optimized training of diffusion models☆1,291Updated 5 months ago
- https://wavespeed.ai/ Best inference performance optimization framework for HuggingFace Diffusers on NVIDIA GPUs.☆1,286Updated 7 months ago
- ☆1,362Updated this week
- [CVPR 2024 Highlight] DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models☆709Updated 11 months ago
- [CVPR 2024] DeepCache: Accelerating Diffusion Models for Free☆938Updated last year
- End-to-end recipes for optimizing diffusion models with torchao and diffusers (inference and FP8 training).☆381Updated 5 months ago
- HunyuanImage-3.0: A Powerful Native Multimodal Model for Image Generation☆2,365Updated this week
- A Unified Cache Acceleration Framework for 🤗Diffusers: Qwen-Image-Lightning, Qwen-Image, HunyuanImage, Wan, FLUX, etc.☆460Updated last week
- Enhance-A-Video: Better Generated Video for Free☆577Updated 7 months ago
- VideoSys: An easy and efficient system for video generation☆2,003Updated 2 months ago
- https://wavespeed.ai/ [WIP] The all in one inference optimization solution for ComfyUI, universal, flexible, and fast.☆1,182Updated 3 months ago
- Directly Aligning the Full Diffusion Trajectory with Fine-Grained Human Preference☆1,148Updated last week
- Official repo for CFG-Zero*☆671Updated 6 months ago
- [ICCV2025] From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers☆325Updated 2 months ago
- [CVPR 2025 Oral]Infinity ∞ : Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis☆1,480Updated last week
- (CVPR 2025) From Slow Bidirectional to Fast Autoregressive Video Diffusion Models☆1,016Updated 2 months ago