ChanJeong Park's starred repositories
Awesome-Quantization-Papers
List of papers related to neural network quantization in recent AI conferences and journals.
BinaryConnect
Implementation of BinaryConnect on Pytorch
awesome-model-quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
matmulfreellm
Implementation for MatMul-free LM.
cifar10-resnet
PyTorch implementation of a 9-layer ResNet for CIFAR-10.
pytorch-cifar
95.47% on CIFAR10 with PyTorch
pytorch-seq2seq
An open source framework for seq2seq models in PyTorch.
pytorch_resnet_cifar10
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
MLP-Mixer-CIFAR
PyTorch implementation of Mixer-nano (#parameters is 0.67M, originally Mixer-S/16 has 18M) with 90.83 % acc. on CIFAR-10. Training from scratch.
RNN-on-wikitext2
Pytorch of RNN and LSTM on wikitext2 dataset
Awesome-LLM-Inference
📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.
vision-transformers-cifar10
Let's train vision transformers (ViT) for cifar 10!
gpt-2-Pytorch
Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation
feedback-alignment-pytorch
Implementation of feedback alignment learning in PyTorch
pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
Knowledge-Inheritance
Source code for paper: Knowledge Inheritance for Pre-trained Language Models
clustered-imagenet-labels
A dataset for production-friendly image classifiers
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
pytorch-vgg-cifar10
This is the PyTorch implementation of VGG network trained on CIFAR10 dataset