quantization topic

List quantization repositories

Efficient-Computing

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Efficient computing methods developed by Huawei Noah's Ark Lab

DNN-Accelerator

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A DNN Accelerator implemented with RTL.

YOLOv5-Light

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provide some new architecture, channel pruning and quantization methods for yolov5

onnx2tf

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Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf)....

Roy

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Roy: A lightweight, model-agnostic framework for crafting advanced multi-agent systems using large language models.

BBCU

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This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023

DDTB

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Pytorch implementation of our paper accepted by ECCV2022 -- Dynamic Dual Trainable Bounds for Ultra-low Precision Super-Resolution Networks

SqueezeLLM

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[ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization

q-diffusion

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[ICCV 2023] Q-Diffusion: Quantizing Diffusion Models.

dominant-colors-3d-color-space

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Find dominant colors in images with QT and OpenCV, with a nice GUI to show results in 3D color spaces: RGB, HSV, HSL, HWB, CIE XYZ and L*A*B, and the recent OKLAB! Export results to images, .CSV files...