FORA introduces simple yet effective caching mechanism in Diffusion Transformer Architecture for faster inference sampling.
☆52Jul 8, 2024Updated last year
Alternatives and similar repositories for FORA
Users that are interested in FORA are comparing it to the libraries listed below
Sorting:
- ☆191Jan 14, 2025Updated last year
- [NeurIPS 2024] Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching☆118Jul 15, 2024Updated last year
- [ICCV2025] From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers☆378Mar 2, 2026Updated 2 weeks ago
- Official PyTorch code for ICLR 2025 paper "Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Models"☆24Mar 4, 2025Updated last year
- (ICLR 2026 🔥) Code for "The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs"☆76Feb 9, 2026Updated last month
- ☆49Mar 3, 2024Updated 2 years ago
- [ICLR2025] Accelerating Diffusion Transformers with Token-wise Feature Caching☆212Mar 14, 2025Updated last year
- 📚 Collection of awesome generation acceleration resources.☆393Jul 7, 2025Updated 8 months ago
- Data distillation benchmark☆72Jun 13, 2025Updated 9 months ago
- [ICLR 2025] FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality☆261Dec 27, 2024Updated last year
- Code for our ICCV 2025 paper "Adaptive Caching for Faster Video Generation with Diffusion Transformers"☆170Nov 5, 2024Updated last year
- (ToCa-v2) A New version of ToCa，with faster speed and better acceleration!☆41Mar 13, 2025Updated last year
- [NeurIPS 2024] AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising☆212Sep 27, 2025Updated 5 months ago
- Official implementation of our paper: "Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing" …☆81May 22, 2025Updated 9 months ago
- T-GATE: Temporally Gating Attention to Accelerate Diffusion Model for Free!☆416Feb 26, 2025Updated last year
- Implementation of SmoothCache, a project aimed at speeding-up Diffusion Transformer (DiT) based GenAI models with error-guided caching.☆48Jul 17, 2025Updated 8 months ago
- 📚A curated list of Awesome Diffusion Inference Papers with Codes: Sampling, Cache, Quantization, Parallelism, etc.🎉☆526Updated this week
- Official PyTorch implementation of the paper "Accelerating Diffusion Large Language Models with SlowFast Sampling: The Three Golden Princ…☆41Jul 18, 2025Updated 8 months ago
- (ICCV2025) EEdit⚡: Rethinking the Spatial and Temporal Redundancy for Efficient Image Editing☆60Sep 17, 2025Updated 6 months ago
- [NeurIPS 2025] Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation☆35Oct 24, 2025Updated 4 months ago
- VideoSys: An easy and efficient system for video generation☆2,020Aug 27, 2025Updated 6 months ago
- Official PyTorch implementation of The Linear Attention Resurrection in Vision Transformer☆16Sep 7, 2024Updated last year
- Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model☆1,292Jun 8, 2025Updated 9 months ago
- [NeurIPS 2024] Official PyTorch Implementation of "FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner"☆74Oct 21, 2025Updated 5 months ago
- [NeurIPS 2024] Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis☆86Feb 3, 2025Updated last year
- [CVPR 2024] DeepCache: Accelerating Diffusion Models for Free☆964Jun 27, 2024Updated last year
- The official repo of continuous speculative decoding☆32Mar 28, 2025Updated 11 months ago
- [ICML 2024] Official Repository for the paper "Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models"☆10Jul 19, 2024Updated last year
- (NeurIPS 2024 Oral 🔥) Improved Distribution Matching Distillation for Fast Image Synthesis☆1,262Mar 5, 2025Updated last year
- Scaling Diffusion Transformers with Mixture of Experts☆419Sep 9, 2024Updated last year
- Official repository for the article Compositional Discrete Latent Code for High Fidelity, Productive Diffusion Models (https://arxiv.org/…☆36Sep 5, 2025Updated 6 months ago
- PyTorch half precision gemm lib w/ fused optional bias + optional relu/gelu☆78Dec 3, 2024Updated last year
- 📚 Collection of token-level model compression resources.☆193Sep 3, 2025Updated 6 months ago
- An auxiliary project analysis of the characteristics of KV in DiT Attention.☆33Nov 29, 2024Updated last year
- An RPG Maker MZ plugin☆12Nov 2, 2023Updated 2 years ago
- Official PyTorch implementation of the paper "dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching" (dLLM-Cache…☆198Nov 17, 2025Updated 4 months ago
- ☆93Mar 26, 2025Updated 11 months ago
- A parallelism VAE avoids OOM for high resolution image generation☆89Mar 12, 2026Updated last week
- [ICME 2024 Oral] DARA: Domain- and Relation-aware Adapters Make Parameter-efficient Tuning for Visual Grounding☆23Feb 26, 2025Updated last year