Alternatives and similar repositories for Awesome-DiT-Inference

Users that are interested in Awesome-DiT-Inference are comparing it to the libraries listed below

• thu-ml / SpargeAttn
  SpargeAttention: A training-free sparse attention that can accelerate any model inference.
  ☆709Updated last month
• vipshop / cache-dit
  A Unified Cache Acceleration Toolbox for 🤗Diffusers: FLUX.1, Qwen-Image-Edit, Qwen-Image, HunyuanImage-2.1, Wan 2.1/2.2, etc.
  ☆275Updated this week
• SandAI-org / MagiAttention
  A Distributed Attention Towards Linear Scalability for Ultra-Long Context, Heterogeneous Data Training
  ☆502Updated last week
• mit-han-lab / Block-Sparse-Attention
  A sparse attention kernel supporting mix sparse patterns
  ☆294Updated 7 months ago
• thu-nics / DiTFastAttn
  ☆173Updated 8 months ago
• nunchaku-tech / deepcompressor
  Model Compression Toolbox for Large Language Models and Diffusion Models
  ☆628Updated last month
• RiseAI-Sys / DAX
  High performance inference engine for diffusion models
  ☆88Updated last week
• thu-nics / ViDiT-Q
  [ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
  ☆118Updated 5 months ago
• feifeibear / long-context-attention
  USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference
  ☆562Updated last week
• xdit-project / DistVAE
  A parallelism VAE avoids OOM for high resolution image generation
  ☆78Updated last month
• svg-project / Sparse-VideoGen
  [ICML2025] Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
  ☆424Updated 3 weeks ago
• stepfun-ai / Step3
  ☆423Updated last month
• mit-han-lab / distrifuser
  [CVPR 2024 Highlight] DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
  ☆704Updated 9 months ago
• xuyang-liu16 / Awesome-Generation-Acceleration
  📚 Collection of awesome generation acceleration resources.
  ☆334Updated 2 months ago
• chengzeyi / ParaAttention
  https://wavespeed.ai/ Context parallel attention that accelerates DiT model inference with dynamic caching
  ☆373Updated 2 months ago
• NVlabs / Fast-dLLM
  Official implementation of "Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding"
  ☆436Updated last week
• Shenyi-Z / TaylorSeer
  [ICCV2025] From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers
  ☆278Updated last month
• mit-han-lab / x-attention
  [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring
  ☆226Updated 2 months ago
• SiriusNEO / Triton-Puzzles-Lite
  Puzzles for learning Triton, play it with minimal environment configuration!
  ☆504Updated 9 months ago
• NVlabs / COAT
  [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training
  ☆239Updated last month
• 66RING / tiny-flash-attention
  flash attention tutorial written in python, triton, cuda, cutlass
  ☆417Updated 4 months ago
• Shenyi-Z / ToCa
  [ICLR2025] Accelerating Diffusion Transformers with Token-wise Feature Caching
  ☆176Updated 6 months ago
• sgl-project / SpecForge
  Train speculative decoding models effortlessly and port them smoothly to SGLang serving.
  ☆374Updated last week
• sandyresearch / chipmunk
  🎬 3.7× faster video generation E2E 🖼️ 1.6× faster image generation E2E ⚡ ColumnSparseAttn 9.3× vs FlashAttn‑3 💨 ColumnSparseGEMM 2.5× …
  ☆82Updated last week
• Xiuyu-Li / q-diffusion
  [ICCV 2023] Q-Diffusion: Quantizing Diffusion Models.
  ☆353Updated last year
• ByteDance-Seed / Triton-distributed
  Distributed Compiler based on Triton for Parallel Systems
  ☆1,107Updated this week
• mit-han-lab / Quest
  [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
  ☆333Updated 2 months ago
• FlagOpen / FlagAttention
  A collection of memory efficient attention operators implemented in the Triton language.
  ☆277Updated last year
• Tele-AI / TeleTron
  To pioneer training long-context multi-modal transformer models
  ☆57Updated last month
• ModelTC / LightCompress
  A powerful toolkit for compressing large models including LLM, VLM, and video generation models.
  ☆559Updated 3 weeks ago