Qualcomm-AI-research / pruning-vs-quantizationLinks
☆22Updated last year
Alternatives and similar repositories for pruning-vs-quantization
Users that are interested in pruning-vs-quantization are comparing it to the libraries listed below
Sorting:
- ☆76Updated 2 years ago
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆92Updated last year
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆56Updated 2 years ago
- DeiT implementation for Q-ViT☆25Updated 2 months ago
- [ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binar…☆56Updated last year
- The official implementation of the NeurIPS 2022 paper Q-ViT.☆96Updated 2 years ago
- ☆152Updated 2 years ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆47Updated 2 years ago
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆46Updated last year
- Official implementation for ECCV 2022 paper LIMPQ - "Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance"☆56Updated 2 years ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆122Updated 2 years ago
- [TMLR] Official PyTorch implementation of paper "Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precisio…☆45Updated 9 months ago
- Post-Training Quantization for Vision transformers.☆221Updated 2 years ago
- EQ-Net [ICCV 2023]☆29Updated last year
- This is a repository of Binary General Matrix Multiply (BGEMM) by customized CUDA kernel. Thank FP6-LLM for the wheels!☆15Updated 10 months ago
- ☆206Updated 3 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆133Updated 3 years ago
- The official implementation of the ICML 2023 paper OFQ-ViT☆33Updated last year
- This repo contains the code for studying the interplay between quantization and sparsity methods☆21Updated 4 months ago
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆68Updated 3 months ago
- ☆19Updated 3 years ago
- High Performance FP8 GEMM Kernels for SM89 and later GPUs.☆16Updated 5 months ago
- LSQ+ or LSQplus☆69Updated 5 months ago
- ☆237Updated 2 years ago
- [CVPR 2025] APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers☆23Updated 3 months ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆98Updated 4 years ago
- Reproducing Quantization paper PACT☆64Updated 3 years ago
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆63Updated last year
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆122Updated 2 years ago
- Code Repository of Evaluating Quantized Large Language Models☆130Updated 10 months ago