kssteven418 / I-BERT
[ICML'21 Oral] I-BERT: Integer-only BERT Quantization
☆234Updated last year
Alternatives and similar repositories for I-BERT:
Users that are interested in I-BERT are comparing it to the libraries listed below
- ☆197Updated 3 years ago
- ☆220Updated 2 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆422Updated last year
- This repository contains integer operators on GPUs for PyTorch.☆189Updated last year
- PyTorch implementation for the APoT quantization (ICLR 2020)☆270Updated last month
- [NeurIPS 2022] A Fast Post-Training Pruning Framework for Transformers☆177Updated last year
- Pytorch implementation of BRECQ, ICLR 2021☆261Updated 3 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆284Updated 8 months ago
- ☆131Updated last year
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆109Updated last year
- Post-Training Quantization for Vision transformers.☆199Updated 2 years ago
- Low Precision Arithmetic Simulation in PyTorch☆271Updated 7 months ago
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆332Updated 6 months ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆95Updated 3 years ago
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆127Updated 4 years ago
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆160Updated 4 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆260Updated last year
- PyTorch emulation library for Microscaling (MX)-compatible data formats☆187Updated 3 months ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆275Updated last year
- ☆47Updated 9 months ago
- PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.☆103Updated last month
- This project is the official implementation of our accepted ICLR 2022 paper BiBERT: Accurate Fully Binarized BERT.☆85Updated last year
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆94Updated 2 years ago
- Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"☆265Updated 4 months ago
- A library for researching neural networks compression and acceleration methods.☆138Updated 4 months ago
- ☆47Updated 2 years ago
- Quantization of Convolutional Neural networks.☆242Updated 5 months ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆47Updated 2 years ago
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆317Updated last year
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆377Updated 3 years ago