Alternatives and similar repositories for PTQ4DM:

Users that are interested in PTQ4DM are comparing it to the libraries listed below

• ziplab / PTQD
  The official implementation of PTQD: Accurate Post-Training Quantization for Diffusion Models
  ☆99Updated last year
• ThisisBillhe / EfficientDM
  [ICLR 2024 Spotlight] This is the official PyTorch implementation of "EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Di…
  ☆59Updated 11 months ago
• ModelTC / TFMQ-DM
  [CVPR 2024 Highlight] This is the official PyTorch implementation of "TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Mo…
  ☆63Updated 9 months ago
• VainF / Diff-Pruning
  [NeurIPS 2023] Structural Pruning for Diffusion Models
  ☆189Updated 10 months ago
• thu-nics / ViDiT-Q
  [ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
  ☆80Updated last month
• hatchetProject / QuEST
  QuEST: Efficient Finetuning for Low-bit Diffusion Models
  ☆44Updated 3 months ago
• Juanerx / Q-DiT
  [CVPR 2025] Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers
  ☆48Updated 8 months ago
• A-suozhang / Awesome-Efficient-Diffusion
  Curated list of methods that focuses on improving the efficiency of diffusion models
  ☆44Updated 10 months ago
• Xiuyu-Li / q-diffusion
  [ICCV 2023] Q-Diffusion: Quantizing Diffusion Models.
  ☆348Updated last year
• thu-nics / MixDQ
  [ECCV24] MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization
  ☆35Updated 5 months ago
• thu-nics / DiTFastAttn
  ☆163Updated 3 months ago
• horseee / learning-to-cache
  [NeurIPS 2024] Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching
  ☆101Updated 9 months ago
• adreamwu / PTQ4DiT
  PyTorch implementation of PTQ4DiT https://arxiv.org/abs/2405.16005
  ☆28Updated 6 months ago
• wimh966 / QDrop
  The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…
  ☆120Updated last year
• prathebaselva / FORA
  FORA introduces simple yet effective caching mechanism in Diffusion Transformer Architecture for faster inference sampling.
  ☆45Updated 10 months ago
• xuyang-liu16 / Awesome-Generation-Acceleration
  📚 Collection of awesome generation acceleration resources.
  ☆223Updated 2 weeks ago
• ChangyuanWang17 / APQ-DM
  This is the official pytorch implementation for the paper: Towards Accurate Post-training Quantization for Diffusion Models.(CVPR24 Poste…
  ☆35Updated 11 months ago
• Hsu1023 / DuQuant
  [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.
  ☆158Updated 7 months ago
• ruiqixu37 / distill_diffusion
  Implementation of the 2023 CVPR Award Candidate: On Distillation of Guided Diffusion Models
  ☆48Updated last year
• lmxyy / sige
  [NeurIPS 2022, T-PAMI 2023] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
  ☆265Updated last year
• ZHITENGLI / ARB-LLM
  PyTorch code for our paper "ARB-LLM: Alternating Refined Binarizations for Large Language Models"
  ☆24Updated last month
• Efficient-ML / Awesome-Efficient-AIGC
  A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including languag…
  ☆178Updated 2 months ago
• Nota-NetsPresso / BK-SDM
  A Compressed Stable Diffusion for Efficient Text-to-Image Generation [ECCV'24]
  ☆286Updated 10 months ago
• xdit-project / DistVAE
  A parallelism VAE avoids OOM for high resolution image generation
  ☆61Updated 3 months ago
• mit-han-lab / patch_conv
  Patch convolution to avoid large GPU memory usage of Conv2D
  ☆86Updated 3 months ago
• NUS-HPC-AI-Lab / SpeeD
  SpeeD: A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training
  ☆178Updated 3 months ago
• A-suozhang / ViDiT-Q
  ☆13Updated last month
• lilijiangg / AutoDiffusion
  ☆45Updated last year
• Shenyi-Z / ToCa
  Accelerating Diffusion Transformers with Token-wise Feature Caching
  ☆134Updated last month
• Shenyi-Z / DuCa
  (ToCa-v2) A New version of ToCa，with faster speed and better acceleration!
  ☆32Updated last month