quantization topic

Compact high quality word embeddings for Russian language

natasha

Brevitas: neural network quantization in PyTorch

Xilinx

Dataflow compiler for QNN inference on FPGAs

Xilinx

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

neuralmagic

SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime

intel

QKeras: a quantization deep learning library for Tensorflow Keras

google

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

quic

Neural Network Compression Framework for enhanced OpenVINO™ inference

openvinotoolkit

Awesome machine learning model compression research papers, tools, and learning material.

cedrickchee

ML model optimization product to accelerate inference.

neuralmagic