George Stoica's repositories
LLM-Merging
LLM-Merging: Building LLMs Efficiently through Merging
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
CLIP
Contrastive Language-Image Pretraining
DeepLabV3Plus-Pytorch
Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
Focal-Transformer
Official code for our NeurIPS 2021 Spotlight "Focal Self-attention for Local-Global Interactions in Vision Transformers"
LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
lorahub
The official repository of paper "LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition".
mergekit
Tools for merging pretrained large language models.
nerf-pytorch
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
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)
pytorch-segmentation
:art: Semantic segmentation models, datasets and losses implemented in PyTorch.
ReLUQP-cu
A GPU-Accelerated Quadratic Programming Solver for Model-Predictive Control
SN-Net
[CVPR 2023 Highlight] This is the official implementation of "Stitchable Neural Networks".
Swin-Transformer-Object-Detection
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.
Swin-Transformer-Semantic-Segmentation
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.
tangent_task_arithmetic
Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".
task_vectors
Editing Models with Task Arithmetic
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
wilds
A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.