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    21 repositories

    • BitNet

      Public
      Official inference framework for 1-bit LLMs
      C++
      •
      MIT License
      •1.5k•2•0•0•Updated Apr 18, 2025Apr 18, 2025

    • larq

      Public
      An Open-Source Library for Training Binarized Neural Networks
      Python
      •
      Apache License 2.0
      •86•0•0•0•Updated Aug 12, 2024Aug 12, 2024

    • mlx-bitnet

      Public
      1.58 Bit LLM on Apple Silicon using MLX
      Python
      •26•0•0•0•Updated May 10, 2024May 10, 2024

    • BBCU

      Public
      This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023
      Python
      •4•0•0•0•Updated Oct 13, 2023Oct 13, 2023

    • binnet-pytorch

      Public
      Binarized Neural Networks in Pytorch with a custom CUDA XNOR kernel
      Python
      •1•0•0•0•Updated Sep 25, 2023Sep 25, 2023

    • XNOR-popcount-GEMM-PyTorch-CPU-CUDA

      Public
      A PyTorch implemenation of real XNOR-popcount (1-bit op) GEMM Linear PyTorch extension support both CPU and CUDA
      Python
      •
      Apache License 2.0
      •3•0•0•0•Updated Jun 6, 2023Jun 6, 2023

    • RBNN

      Public
      Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network
      Python
      •20•0•0•0•Updated Dec 30, 2022Dec 30, 2022

    • MCMC_BinaryNet

      Public
      Markov Chain Monte Carlo binary network optimization
      Python
      •
      MIT License
      •4•0•0•0•Updated Dec 16, 2021Dec 16, 2021

    • micronet

      Public
      micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training
      Python
      •
      MIT License
      •477•0•0•0•Updated Oct 6, 2021Oct 6, 2021

    • Binary-Neural-Networks

      Public
      Implemented here a Binary Neural Network (BNN) achieving nearly state-of-art results but recorded a significant reduction in memory usage and total time taken during training the network.
      Python
      •
      GNU General Public License v3.0
      •14•0•0•0•Updated Apr 21, 2021Apr 21, 2021

    • Training-Tricks-for-Binarized-Neural-Networks

      Public
      The collection of training tricks of binarized neural networks.
      BSD 2-Clause "Simplified" License
      •12•0•0•0•Updated Apr 2, 2021Apr 2, 2021

    • lbcnn.pytorch

      Public
      PyTorch implementation of Local Binary Convolutional Neural Network http://xujuefei.com/lbcnn.html
      Python
      •9•0•0•0•Updated Feb 18, 2020Feb 18, 2020

    • Pytorch-XNOR-Net

      Public
      XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •23•0•0•0•Updated May 15, 2019May 15, 2019

    • binary-nets

      Public
      PyTorch implementation of binary neural networks
      Python
      •9•0•0•0•Updated Mar 20, 2019Mar 20, 2019

    • LBCNN

      Public
      An implementation of LBCNN.
      Python
      •1•0•0•0•Updated Dec 15, 2018Dec 15, 2018

    • BinaryNet.tf

      Public
      BNN implementation in tensorflow
      Python
      •54•0•0•0•Updated Jun 9, 2018Jun 9, 2018

    • XNOR-Net

      Public
      XNOR-Net, CUDNN5 supported version of XNOR-Net-caffe: https://github.com/loswensiana/BWN-XNOR-caffe
      C++
      •14•0•0•0•Updated Apr 1, 2018Apr 1, 2018

    • BinaryNet-on-tensorflow

      Public
      binary weight neural network implementation on tensorflow
      Python
      •24•0•0•0•Updated Mar 23, 2018Mar 23, 2018

    • tensorflow-xnor-bnn

      Public
      BinaryNets in TensorFlow with XNOR GEMM op
      C++
      •
      Apache License 2.0
      •39•0•0•0•Updated Aug 23, 2017Aug 23, 2017

    • Sketch-A-XNORNet

      Public
      An implementation of a variation of Sketch-A-Net using XNOR ConvNets using TensorFlow
      Jupyter Notebook
      •17•0•0•0•Updated Jul 22, 2017Jul 22, 2017

    • XNOR-Network-operator

      Public
      NO STL Version
      C++
      •3•0•0•0•Updated Jul 12, 2017Jul 12, 2017