kssteven418 / I-BERTLinks
[ICML'21 Oral] I-BERT: Integer-only BERT Quantization
☆258Updated 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:
- ☆206Updated 3 years ago
- ☆241Updated 2 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆450Updated 2 years ago
- [NeurIPS 2022] A Fast Post-Training Pruning Framework for Transformers☆192Updated 2 years ago
- This repository contains integer operators on GPUs for PyTorch.☆218Updated 2 years ago
- ☆72Updated last year
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆303Updated 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 9 months ago
- Low Precision Arithmetic Simulation in PyTorch☆285Updated last year
- ☆161Updated 2 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆99Updated 4 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆282Updated 4 years ago
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆128Updated 2 years ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆48Updated 3 years ago
- Post-Training Quantization for Vision transformers.☆227Updated 3 years ago
- PyTorch emulation library for Microscaling (MX)-compatible data formats☆303Updated 3 months ago
- PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.☆111Updated 10 months ago
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆335Updated last year
- This project is the official implementation of our accepted ICLR 2022 paper BiBERT: Accurate Fully Binarized BERT.☆88Updated 2 years ago
- ☆19Updated 3 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆281Updated last year
- Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer☆111Updated 2 years ago
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆160Updated 4 years ago
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆350Updated 2 years ago
- Reproducing Quantization paper PACT☆64Updated 3 years ago
- Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"☆315Updated 7 months ago
- PyTorch implementation of "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆58Updated 6 years ago
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆42Updated 4 years ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆95Updated 3 years ago