zkkli / I-ViTLinks
[ICCV 2023] I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference
☆195Updated last year
Alternatives and similar repositories for I-ViT
Users that are interested in I-ViT are comparing it to the libraries listed below
Sorting:
- [ICCV 2023] RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers☆138Updated last year
- [PR 2024] HTQ: Exploring the High-Dimensional Trade-Off of Mixed-Precision Quantization☆12Updated last year
- [ECCV 2022] Patch Similarity Aware Data-Free Quantization for Vision Transformers☆122Updated 3 years ago
- Post-Training Quantization for Vision transformers.☆236Updated 3 years ago
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆102Updated 2 years ago
- DeiT implementation for Q-ViT☆25Updated 8 months ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆126Updated 3 months ago
- EQ-Net [ICCV 2023]☆30Updated 2 years ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆60Updated 2 years ago
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆56Updated last year
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆98Updated last year
- LSQ+ or LSQplus☆77Updated 11 months ago
- [CVPR 2025] APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers☆33Updated 8 months ago
- (ICCV 2023) Official implementation of Rectified Straight Through Estimator (ReSTE).☆30Updated last year
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆355Updated 2 years ago
- ☆78Updated 3 years ago
- Reproducing Quantization paper PACT☆64Updated 3 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆307Updated last year
- Join the High Accuracy Club on ImageNet with A Binary Neural Network Ticket☆69Updated 2 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆285Updated 4 years ago
- [TMLR] Official PyTorch implementation of paper "Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precisio…☆46Updated last year
- BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models☆38Updated last year
- ☆12Updated 3 years ago
- The official implementation of BiViT: Extremely Compressed Binary Vision Transformers☆15Updated 2 years ago
- The official implementation of the ICML 2023 paper OFQ-ViT☆35Updated 2 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆136Updated 3 years ago
- [ECCV 2024] AdaLog: Post-Training Quantization for Vision Transformers with Adaptive Logarithm Quantizer☆38Updated last year
- Draft-Target Disaggregation LLM Serving System via Parallel Speculative Decoding.☆137Updated last week
- [CVPR 2022] AlignQ: Alignment Quantization with ADMM-based Correlation Preservation☆11Updated 2 years ago
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆139Updated 5 years ago