kssteven418 / I-BERTLinks
[ICML'21 Oral] I-BERT: Integer-only BERT Quantization
☆266Updated 3 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
- ☆244Updated 3 years ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆453Updated 2 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆310Updated last year
- [NeurIPS 2022] A Fast Post-Training Pruning Framework for Transformers☆192Updated 2 years ago
- This repository contains integer operators on GPUs for PyTorch.☆236Updated 2 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆283Updated last year
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆139Updated 5 years ago
- ☆84Updated last year
- Post-Training Quantization for Vision transformers.☆236Updated 3 years ago
- ☆170Updated 2 years ago
- Low Precision Arithmetic Simulation in PyTorch☆291Updated last year
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆98Updated 4 years ago
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆129Updated 2 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 emulation library for Microscaling (MX)-compatible data formats☆337Updated 7 months ago
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆337Updated last year
- Pytorch implementation of BRECQ, ICLR 2021☆289Updated 4 years ago
- This project is the official implementation of our accepted ICLR 2022 paper BiBERT: Accurate Fully Binarized BERT.☆89Updated 2 years ago
- [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☆358Updated 2 years ago
- ☆19Updated 4 years ago
- Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer☆114Updated 2 years ago
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆161Updated 5 years ago
- ☆113Updated 2 years ago
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆42Updated 5 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆138Updated 3 years ago
- Quantization of Convolutional Neural networks.☆250Updated last year
- The official implementation of the EMNLP 2023 paper LLM-FP4☆220Updated 2 years ago
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆373Updated 11 months ago