📚A curated list of Awesome Diffusion Inference Papers with Codes: Sampling, Cache, Quantization, Parallelism, etc.🎉
☆592Jun 13, 2026Updated 3 months ago
Alternatives and similar repositories for Awesome-DiT-Inference
Users that are interested in Awesome-DiT-Inference are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A PyTorch-native inference engine with cache, parallelism, quantization and cpu offload for DiTs.☆1,290Sep 29, 2026Updated last week
- 📚 Collection of awesome generation acceleration resources.☆404Jul 7, 2025Updated last year
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,525Aug 14, 2026Updated last month
- [ICCV2025] From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers☆417Mar 2, 2026Updated 7 months ago
- xDiT: A Scalable Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism☆2,736Updated this week
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- https://wavespeed.ai/ Context parallel attention that accelerates DiT model inference with dynamic caching☆435Jul 5, 2025Updated last year
- Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model☆1,383Jun 8, 2025Updated last year
- [ICLR2025] Accelerating Diffusion Transformers with Token-wise Feature Caching☆225Mar 14, 2025Updated last year
- A curated list of research papers, resources, and advancements on Diffusion Cache and related efficient diffusion model acceleration tech…☆89Jul 23, 2026Updated 2 months ago
- A curated list of recent papers on efficient video attention for video diffusion models, including sparsification, quantization, and cach…☆65Oct 27, 2025Updated 11 months ago
- [ICML2025, NeurIPS2025 Spotlight] Sparse VideoGen 1 & 2: Accelerating Video Diffusion Transformers with Sparse Attention☆709Jul 4, 2026Updated 3 months ago
- High performance inference engine for diffusion models☆107Sep 5, 2025Updated last year
- An Open-source book with Modern CUDA learning Notes for Beginners - BF16/FP8/FP4, HGEMM, CuTe, Flash-Attention, etc.☆12,052Updated this week
- A unified inference and post-training framework for accelerated video generation.☆4,581Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.☆1,260Feb 25, 2026Updated 7 months ago
- [ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation☆169Mar 21, 2025Updated last year
- Distributed Compiler and Optimized Parallel Kernels☆1,560Sep 18, 2026Updated 3 weeks ago
- FlashInfer: Kernel Library for LLM Serving☆6,578Updated this week
- [ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-t…☆3,965Jan 17, 2026Updated 8 months ago
- ☆192Jan 14, 2025Updated last year
- Aiming to integrate most existing feature caching-based diffusion acceleration schemes into a unified framework.☆112Oct 23, 2025Updated 11 months ago
- [CVPR 2024 Highlight] DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models☆732Dec 2, 2024Updated last year
- A curated list of recent efficient video generation methods.☆74Oct 7, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A Distributed Attention Towards Linear Scalability for Ultra-Long Context, Heterogeneous Data Training☆949Updated this week
- (WIP) Parallel inference for black-forest-labs' FLUX model.☆19Nov 18, 2024Updated last year
- ☆67May 19, 2025Updated last year
- [NeurIPS 2025] Radial Attention: O(nlogn) Sparse Attention with Energy Decay for Long Video Generation☆607Nov 11, 2025Updated 10 months ago
- [ICLR 2026] Official implementation of DiCache: Let Diffusion Model Determine Its Own Cache☆66Jan 26, 2026Updated 8 months ago
- Kernel Library for Large Headdim Attention (64~1024, BF16/FP8/FP4), 1.5x~15x↑ vs PyTorch SDPA.☆336Sep 26, 2026Updated 2 weeks ago
- Lightweight Image Video Action Generation Inference Framework☆2,889Updated this week
- Code for our ICCV 2025 paper "Adaptive Caching for Faster Video Generation with Diffusion Transformers"☆173Nov 5, 2024Updated last year
- Qwen-Image's DiT inference with TensorRT-10☆21Oct 13, 2025Updated 11 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR2025 Spotlight] SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models☆3,959Sep 6, 2026Updated last month
- [NeurIPS 2025] Training-Free Efficient Video Generation via Dynamic Token Carving☆290Aug 4, 2025Updated last year
- FastCache: Fast Caching for Diffusion Transformer Through Learnable Linear Approximation [Efficient ML Model]☆53Aug 2, 2026Updated 2 months ago
- [ATC'25] Katz is a high-performance serving system designed specifically for diffusion model workflows with multiple adapters.☆24May 26, 2025Updated last year
- A parallelism VAE avoids OOM for high resolution image generation☆96Aug 20, 2026Updated last month
- how to optimize some algorithm in cuda.☆3,307Updated this week
- A Quirky Assortment of CuTe Kernels☆1,166Sep 17, 2026Updated 3 weeks ago