kssteven418 / I-BERTLinks
[ICML'21 Oral] I-BERT: Integer-only BERT Quantization
☆259Updated 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:
- ☆205Updated 3 years ago
- ☆241Updated 2 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆451Updated 2 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆303Updated last year
- This repository contains integer operators on GPUs for PyTorch.☆220Updated 2 years ago
- ☆163Updated 2 years ago
- [NeurIPS 2022] A Fast Post-Training Pruning Framework for Transformers☆192Updated 2 years ago
- ☆76Updated last year
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆137Updated 4 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆277Updated 10 months ago
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆129Updated 2 years ago
- Post-Training Quantization for Vision transformers.☆228Updated 3 years ago
- PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.☆111Updated 10 months ago
- PyTorch emulation library for Microscaling (MX)-compatible data formats☆307Updated 4 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
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆98Updated 4 years ago
- Low Precision Arithmetic Simulation in PyTorch☆286Updated last year
- Pytorch implementation of BRECQ, ICLR 2021☆284Updated 4 years ago
- This project is the official implementation of our accepted ICLR 2022 paper BiBERT: Accurate Fully Binarized BERT.☆88Updated 2 years ago
- ☆111Updated last year
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆280Updated last year
- Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer☆112Updated 2 years ago
- An official implement of CVPR 2023 paper - NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers☆25Updated last year
- ☆19Updated 3 years ago
- A collection of research papers on efficient training of DNNs☆69Updated 3 years ago
- Reproducing Quantization paper PACT☆64Updated 3 years ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆94Updated 3 years ago
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆351Updated 2 years ago
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆335Updated last year
- ☆76Updated 3 years ago