[ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
☆168Mar 21, 2025Updated last year
Alternatives and similar repositories for ViDiT-Q
Users that are interested in ViDiT-Q are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- (ICML-2025) Q-VDiT: Towards Accurate Quantization and Distillation of Video-Generation Diffusion Transformers☆21Aug 13, 2025Updated last year
- [CVPR 2025] Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers☆79Sep 3, 2024Updated 2 years ago
- [CVPR 2024 Highlight & TPAMI 2025] This is the official PyTorch implementation of "TFMQ-DM: Temporal Feature Maintenance Quantization for…☆110Sep 29, 2025Updated 11 months ago
- ☆192Jan 14, 2025Updated last year
- PyTorch implementation of PTQ4DiT https://arxiv.org/abs/2405.16005☆49Nov 8, 2024Updated last year
- 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.
- [ICLR 2024 Spotlight] This is the official PyTorch implementation of "EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Di…☆74Jun 4, 2024Updated 2 years ago
- [ICCV 2025] QuantCache：Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation☆18Sep 26, 2025Updated 11 months ago
- ☆15Mar 21, 2025Updated last year
- [ECCV24] MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization☆50Nov 27, 2024Updated last year
- [ICCV 2025] QuEST: Efficient Finetuning for Low-bit Diffusion Models☆61Jun 26, 2025Updated last year
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆94Jul 28, 2025Updated last year
- ☆17Oct 5, 2025Updated 10 months ago
- Model Compression Toolbox for Large Language Models and Diffusion Models☆799Aug 14, 2025Updated last year
- [ICLR2025] Accelerating Diffusion Transformers with Token-wise Feature Caching☆223Mar 14, 2025Updated last year
- 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.
- ☆66May 19, 2025Updated last year
- (NeurIPS 2024) BiDM: Pushing the Limit of Quantization for Diffusion Models☆22Jul 16, 2026Updated last month
- Implementation of Post-training Quantization on Diffusion Models (CVPR 2023)☆146Apr 1, 2023Updated 3 years ago
- The official implementation of PTQD: Accurate Post-Training Quantization for Diffusion Models☆103Mar 12, 2024Updated 2 years ago
- [ICML2025, NeurIPS2025 Spotlight] Sparse VideoGen 1 & 2: Accelerating Video Diffusion Transformers with Sparse Attention☆709Jul 4, 2026Updated 2 months ago
- The official implementation of "Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers" (arXiv …☆53Jun 6, 2025Updated last year
- A list of papers, docs, codes about diffusion quantization.This repo collects various quantization methods for the Diffusion Models. Welc…☆24Feb 2, 2026Updated 7 months ago
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆227Nov 25, 2025Updated 9 months ago
- [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.☆188Apr 24, 2026Updated 4 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.☆1,043Feb 25, 2026Updated 6 months ago
- [ICCV 2023] Q-Diffusion: Quantizing Diffusion Models.☆380Mar 21, 2024Updated 2 years ago
- [ICCV2025] From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers☆414Mar 2, 2026Updated 6 months ago
- Quantized Attention on GPU☆45Nov 22, 2024Updated last year
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆533Nov 26, 2024Updated last year
- (ICLR 2025) BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models☆25Oct 4, 2024Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆347Jul 2, 2024Updated 2 years ago
- 📚 Collection of awesome generation acceleration resources.☆403Jul 7, 2025Updated last year
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆177Nov 26, 2025Updated 9 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆428Feb 14, 2025Updated last year
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring☆283Jul 6, 2025Updated last year
- The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"☆96Mar 17, 2025Updated last year
- super-resolution; post-training quantization; model compression☆14Nov 10, 2023Updated 2 years ago
- Code for our ICCV 2025 paper "Adaptive Caching for Faster Video Generation with Diffusion Transformers"☆172Nov 5, 2024Updated last year
- PyTorch code for our paper "Progressive Binarization with Semi-Structured Pruning for LLMs"☆13Jul 11, 2026Updated last month
- [ICLR2025 Spotlight] SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models☆3,941Mar 7, 2026Updated 5 months ago