Pinned Repositories
AutoGPTQ
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
bitsandbytes
LLM.int8() paper: 8-bit CUDA functions for PyTorch
blog
Public repo for HF blog posts
CVPR24_samples
NNCF Model Optimization examples for CPVR 2024 workshop
mobilenetv2_food101
Training of MobileNet v2 from Torchvision on Food-101 dataset
nncf_timm
NNCF scaling proposal based on the PyTorch Timm project
openvino_training_extensions
Trainable models and NN optimization tools
pyopenvino
Simplified Python API for OpenVINO
stable_diffusion_quantization
Quantization of Stable Diffusion POC
tomesd
Speed up Stable Diffusion with this one simple trick!
AlexKoff88's Repositories
AlexKoff88/pyopenvino
Simplified Python API for OpenVINO
AlexKoff88/mobilenetv2_food101
Training of MobileNet v2 from Torchvision on Food-101 dataset
AlexKoff88/nncf_timm
NNCF scaling proposal based on the PyTorch Timm project
AlexKoff88/bitsandbytes
LLM.int8() paper: 8-bit CUDA functions for PyTorch
AlexKoff88/caffe
This fork of BVLC/Caffe is dedicated to improving performance of this deep learning framework when running on CPU, in particular Intel® Xeon processors (HSW+) and Intel® Xeon Phi processors
AlexKoff88/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
AlexKoff88/gsoc2022-openvino
Development of a DL model for synthetic data generation for model optimization using OpenVINO's Post-training Optimization Toolkit.
AlexKoff88/intel_caffe_ssd
AlexKoff88/lpot
Intel® Low Precision Optimization Tool, targeting to provide a unified low precision inference interface cross different deep learning frameworks, and support auto-tune with specified accuracy criterion to find out best quantized model.
AlexKoff88/onnx
Open standard for machine learning interoperability
AlexKoff88/onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
AlexKoff88/opencv-dnn-demo
Repository with samples of OpenCV DNN module usage
AlexKoff88/openvino_tutorial_configs
AlexKoff88/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)
AlexKoff88/pytorch-detach
A very short demo of the detach function in pytorch
AlexKoff88/pytorch-mobilenet
PyTorch MobileNet Implementation of "MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications"
AlexKoff88/stable_diffusion.openvino
AlexKoff88/tv2ov
Converts and embeds Torchvision preprocessing into OpenVINO model