📚A curated list of Awesome Diffusion Inference Papers with Codes: Sampling, Cache, Quantization, Parallelism, etc.🎉
☆526Mar 19, 2026Updated this week
Alternatives and similar repositories for Awesome-DiT-Inference
Users that are interested in Awesome-DiT-Inference are comparing it to the libraries listed below
Sorting:
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,062Updated this week
- https://wavespeed.ai/ Context parallel attention that accelerates DiT model inference with dynamic caching☆425Jul 5, 2025Updated 8 months ago
- xDiT: A Scalable Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism☆2,566Mar 13, 2026Updated last week
- A PyTorch-native inference engine with hybrid cache acceleration and massive parallelism for DiTs.☆1,085Mar 13, 2026Updated last week
- (WIP) Parallel inference for black-forest-labs' FLUX model.☆19Nov 18, 2024Updated last year
- 📚 Collection of awesome generation acceleration resources.☆393Jul 7, 2025Updated 8 months ago
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆9,932Updated this week
- [ICCV2025] From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers☆378Mar 2, 2026Updated 2 weeks ago
- [CVPR 2024 Highlight] DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models☆725Dec 2, 2024Updated last year
- Quantized Attention on GPU☆44Nov 22, 2024Updated last year
- [ICLR2025] Accelerating Diffusion Transformers with Token-wise Feature Caching☆212Mar 14, 2025Updated last year
- ☆191Jan 14, 2025Updated last year
- Distributed Compiler based on Triton for Parallel Systems☆1,386Mar 11, 2026Updated last week
- Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model☆1,292Jun 8, 2025Updated 9 months ago
- 🤖FFPA: Extend FlashAttention-2 with Split-D, ~O(1) SRAM complexity for large headdim, 1.8x~3x↑🎉 vs SDPA EA.☆253Feb 13, 2026Updated last month
- Code for our ICCV 2025 paper "Adaptive Caching for Faster Video Generation with Diffusion Transformers"☆170Nov 5, 2024Updated last year
- A curated list of research papers, resources, and advancements on Diffusion Cache and related efficient diffusion model acceleration tech…☆76Nov 4, 2025Updated 4 months ago
- A parallelism VAE avoids OOM for high resolution image generation☆89Mar 12, 2026Updated last week
- [ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation☆153Mar 21, 2025Updated last year
- FORA introduces simple yet effective caching mechanism in Diffusion Transformer Architecture for faster inference sampling.☆52Jul 8, 2024Updated last year
- A unified inference and post-training framework for accelerated video generation.☆3,247Updated this week
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆149May 10, 2025Updated 10 months ago
- FlashInfer: Kernel Library for LLM Serving☆5,145Updated this week
- Aiming to integrate most existing feature caching-based diffusion acceleration schemes into a unified framework.☆97Oct 23, 2025Updated 4 months ago
- [ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-t…☆3,226Jan 17, 2026Updated 2 months ago
- A Distributed Attention Towards Linear Scalability for Ultra-Long Context, Heterogeneous Data Training☆676Updated this week
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆281Mar 6, 2025Updated last year
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆5,403Updated this week
- ☆52May 19, 2025Updated 10 months ago
- [CVPR 2024] DeepCache: Accelerating Diffusion Models for Free☆964Jun 27, 2024Updated last year
- ☆105Mar 12, 2026Updated last week
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆649Jan 15, 2026Updated 2 months ago
- A sparse attention kernel supporting mix sparse patterns☆480Jan 18, 2026Updated 2 months ago
- VideoSys: An easy and efficient system for video generation☆2,020Aug 27, 2025Updated 6 months ago
- A low-latency & high-throughput serving engine for LLMs☆484Jan 8, 2026Updated 2 months ago
- High performance inference engine for diffusion models☆107Sep 5, 2025Updated 6 months ago
- how to optimize some algorithm in cuda.☆2,872Updated this week
- ☆12Jul 24, 2024Updated last year
- A throughput-oriented high-performance serving framework for LLMs☆949Oct 29, 2025Updated 4 months ago