kssteven418 / I-BERTLinks
[ICML'21 Oral] I-BERT: Integer-only BERT Quantization
☆267Updated 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:
- ☆208Updated 4 years ago
- ☆243Updated 3 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆452Updated 2 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆309Updated last year
- This repository contains integer operators on GPUs for PyTorch.☆236Updated 2 years ago
- [NeurIPS 2022] A Fast Post-Training Pruning Framework for Transformers☆192Updated 2 years ago
- ☆83Updated last year
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆139Updated 5 years ago
- ☆169Updated 2 years ago
- PyTorch emulation library for Microscaling (MX)-compatible data formats☆332Updated 6 months ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆281Updated last year
- Post-Training Quantization for Vision transformers.☆236Updated 3 years ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆49Updated 3 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆287Updated 4 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆98Updated 4 years ago
- Low Precision Arithmetic Simulation in PyTorch☆289Updated last year
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆129Updated 2 years ago
- This project is the official implementation of our accepted ICLR 2022 paper BiBERT: Accurate Fully Binarized BERT.☆89Updated 2 years ago
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆337Updated last year
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆280Updated 2 years ago
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆355Updated 2 years ago
- ☆164Updated last year
- Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer☆114Updated 2 years ago
- Reproducing Quantization paper PACT☆64Updated 3 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆136Updated 3 years ago
- ☆19Updated 4 years ago
- ☆113Updated 2 years ago
- A collection of research papers on efficient training of DNNs☆70Updated 3 years ago
- Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"☆322Updated 10 months ago
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆42Updated 5 years ago