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☆133Updated last year
- [ICCV 2023] I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference☆191Updated last year
- [ECCV 2022] Patch Similarity Aware Data-Free Quantization for Vision Transformers☆121Updated 2 years ago
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆59Updated 2 years ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆124Updated last month
- Post-Training Quantization for Vision transformers.☆228Updated 3 years ago
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆100Updated 2 years ago
- PyTorch implementation of PTQ4DiT https://arxiv.org/abs/2405.16005☆37Updated 11 months ago
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆95Updated last year
- The official implementation of the ICML 2023 paper OFQ-ViT☆32Updated 2 years ago
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆47Updated 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
- [TMLR] Official PyTorch implementation of paper "Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precisio…☆46Updated last year
- ☆14Updated 8 months ago
- [CVPR 2025] APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers☆30Updated 6 months ago
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆81Updated 6 months ago
- ☆25Updated last year
- A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including languag…☆197Updated 8 months ago
- DeiT implementation for Q-ViT☆25Updated 6 months ago
- ☆76Updated 3 years ago
- LSQ+ or LSQplus☆73Updated 9 months ago
- ☆28Updated 5 months ago
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆55Updated last year
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆353Updated 2 years ago
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆70Updated 3 months ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆48Updated 3 years ago
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆181Updated 2 weeks ago
- An official implement of CVPR 2023 paper - NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers☆25Updated last year
- An Tensorflow.keras implementation of Same, Same But Different - Recovering Neural Network Quantization Error Through Weight Factorizatio…☆10Updated 5 years ago