NoakLiu / FastCache-xDiTLinks
FastCache: Fast Caching for Diffusion Transformer Through Learnable Linear Approximation [Efficient ML Model]
☆46Updated last month
Alternatives and similar repositories for FastCache-xDiT
Users that are interested in FastCache-xDiT are comparing it to the libraries listed below
Sorting:
- An auxiliary project analysis of the characteristics of KV in DiT Attention.☆32Updated last year
- Code for Draft Attention☆98Updated 7 months ago
- ☆189Updated last year
- [ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation☆146Updated 9 months ago
- SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse–Linear Attention☆243Updated 2 weeks ago
- A parallelism VAE avoids OOM for high resolution image generation☆84Updated 5 months ago
- A curated list of recent papers on efficient video attention for video diffusion models, including sparsification, quantization, and cach…☆53Updated 2 months ago
- ☆15Updated 9 months ago
- Quantized Attention on GPU☆44Updated last year
- [ECCV24] MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization☆49Updated last year
- High performance inference engine for diffusion models☆102Updated 4 months ago
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring☆263Updated 6 months ago
- [ICML 2025] SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity☆68Updated 6 months ago
- 🎬 3.7× faster video generation E2E 🖼️ 1.6× faster image generation E2E ⚡ ColumnSparseAttn 9.3× vs FlashAttn‑3 💨 ColumnSparseGEMM 2.5× …☆99Updated 4 months ago
- This is the official repo for the paper "Accelerating Parallel Sampling of Diffusion Models" Tang et al. ICML 2024 https://openreview.net…☆16Updated last year
- ☆216Updated last month
- [CVPR 2025] Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers☆73Updated last year
- A sparse attention kernel supporting mix sparse patterns☆430Updated last week
- Patch convolution to avoid large GPU memory usage of Conv2D☆95Updated 11 months ago
- The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"☆74Updated 10 months ago
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆54Updated last year
- Fast and memory-efficient exact kmeans☆135Updated 2 months ago
- Code for the paper “Four Over Six: More Accurate NVFP4 Quantization with Adaptive Block Scaling”☆110Updated this week
- [CVPR 2024 Highlight & TPAMI 2025] This is the official PyTorch implementation of "TFMQ-DM: Temporal Feature Maintenance Quantization for…☆108Updated 3 months ago
- [NeurIPS 2024] The official implementation of ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification☆32Updated 9 months ago
- [ICLR 2025] Mixture Compressor for Mixture-of-Experts LLMs Gains More☆65Updated 11 months ago
- ☆52Updated 7 months ago
- Aiming to integrate most existing feature caching-based diffusion acceleration schemes into a unified framework.☆83Updated 2 months ago
- [COLM 2025] Official PyTorch implementation of "Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models"☆65Updated 6 months ago
- A WebUI for Side-by-Side Comparison of Media (Images/Videos) Across Multiple Folders☆24Updated 10 months ago