zkkli / HTQLinks
[PR 2024] HTQ: Exploring the High-Dimensional Trade-Off of Mixed-Precision Quantization
☆12Updated last year
Alternatives and similar repositories for HTQ
Users that are interested in HTQ are comparing it to the libraries listed below
Sorting:
- [ICCV 2023] RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers☆136Updated last year
- [ICCV 2023] I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference☆192Updated last year
- [ECCV 2022] Patch Similarity Aware Data-Free Quantization for Vision Transformers☆122Updated 2 years ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆60Updated 2 years ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆124Updated 2 months ago
- Post-Training Quantization for Vision transformers.☆234Updated 3 years ago
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆100Updated 2 years ago
- [CVPR 2025] APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers☆31Updated 7 months ago
- The official implementation of the ICML 2023 paper OFQ-ViT☆33Updated 2 years ago
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆96Updated last year
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆56Updated last year
- An Tensorflow.keras implementation of Same, Same But Different - Recovering Neural Network Quantization Error Through Weight Factorizatio…☆10Updated 5 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆135Updated 3 years ago
- ☆78Updated 3 years ago
- ☆11Updated 10 months ago
- DeiT implementation for Q-ViT☆25Updated 7 months ago
- PyTorch implementation of PTQ4DiT https://arxiv.org/abs/2405.16005☆41Updated last year
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆48Updated 2 years ago
- This is a repository of Binary General Matrix Multiply (BGEMM) by customized CUDA kernel. Thank FP6-LLM for the wheels!☆17Updated last year
- EQ-Net [ICCV 2023]☆30Updated 2 years ago
- LSQ+ or LSQplus☆75Updated 9 months ago
- [TMLR] Official PyTorch implementation of paper "Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precisio…☆46Updated last year
- Pytorch implementation of BRECQ, ICLR 2021☆285Updated 4 years ago
- ☆25Updated last year
- ☆19Updated 3 years ago
- ☆12Updated 2 years ago
- ☆12Updated 3 years ago
- ☆14Updated 9 months ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆49Updated 3 years ago
- ☆36Updated 2 years ago