Qualcomm-AI-research / transformer-quantization
☆202Updated 3 years ago
Alternatives and similar repositories for transformer-quantization:
Users that are interested in transformer-quantization are comparing it to the libraries listed below
- ☆141Updated 2 years ago
- [ICML'21 Oral] I-BERT: Integer-only BERT Quantization☆241Updated 2 years ago
- ☆226Updated 2 years ago
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆113Updated last year
- This repository contains integer operators on GPUs for PyTorch.☆196Updated last year
- Pytorch implementation of BRECQ, ICLR 2021☆269Updated 3 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆429Updated last year
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆94Updated 2 years ago
- Post-Training Quantization for Vision transformers.☆209Updated 2 years ago
- [NeurIPS 2022] A Fast Post-Training Pruning Framework for Transformers☆180Updated 2 years ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆48Updated 2 years ago
- ☆157Updated last year
- PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.☆107Updated 3 months ago
- Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"☆278Updated 2 weeks ago
- ☆52Updated 11 months ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆115Updated last year
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆47Updated last year
- Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer☆103Updated last year
- ☆75Updated 2 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆276Updated last year
- PyTorch implementation for the APoT quantization (ICLR 2020)☆271Updated 3 months ago
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆58Updated last year
- ☆145Updated last year
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆131Updated 4 years ago
- Fast Hadamard transform in CUDA, with a PyTorch interface☆152Updated 9 months ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆96Updated 3 years ago
- PyTorch Quantization Aware Training Example☆131Updated 10 months ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆289Updated 10 months ago
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆329Updated last year
- PyTorch emulation library for Microscaling (MX)-compatible data formats☆212Updated 6 months ago