kssteven418 / I-BERTLinks
[ICML'21 Oral] I-BERT: Integer-only BERT Quantization
☆250Updated 2 years ago
Alternatives and similar repositories for I-BERT
Users that are interested in I-BERT are comparing it to the libraries listed below
Sorting:
- ☆204Updated 3 years ago
- This repository contains integer operators on GPUs for PyTorch.☆205Updated last year
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆439Updated 2 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆275Updated 6 months ago
- ☆236Updated 2 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆296Updated last year
- Low Precision Arithmetic Simulation in PyTorch☆279Updated last year
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆122Updated last year
- [NeurIPS 2022] A Fast Post-Training Pruning Framework for Transformers☆190Updated 2 years ago
- PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.☆110Updated 6 months ago
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆135Updated 4 years ago
- Post-Training Quantization for Vision transformers.☆219Updated 2 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆97Updated 4 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆276Updated 3 years ago
- Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer☆108Updated last year
- ☆149Updated 2 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆279Updated last year
- ☆59Updated last year
- A library for researching neural networks compression and acceleration methods.☆139Updated 9 months ago
- This project is the official implementation of our accepted ICLR 2022 paper BiBERT: Accurate Fully Binarized BERT.☆88Updated 2 years ago
- PyTorch emulation library for Microscaling (MX)-compatible data formats☆247Updated this week
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆335Updated 11 months ago
- ☆101Updated last year
- Quantization of Convolutional Neural networks.☆244Updated 10 months ago
- Reproducing Quantization paper PACT☆64Updated 2 years ago
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆161Updated 4 years ago
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆389Updated 4 years ago
- ☆147Updated 11 months ago
- Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"☆295Updated 3 months ago
- ☆47Updated 3 years ago