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List of papers related to neural network quantization in recent AI conferences and journals.
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 (p…
A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.
Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
Brevitas: neural network quantization in PyTorch
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
[MICRO'23, MLSys'22] TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.
SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
💲 🔨 Path of Exile trading app for price checking
Code for Fast as CHITA: Neural Network Pruning with Combinatorial Optimization
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-t…
An open-source, low-code machine learning library in Python
Style corrector for academic writing and scientific papers at angryreviewer.com
夜 - Yoru | Aesthetic and Beautiful Awesome Environment 🌓
Welcome to Uncertainty Metrics! The goal of this library is to provide an easy-to-use interface for both measuring uncertainty across Google and the open-source community.
A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
A Deep Learning based project for creating line art portraits.
Recovers passwords from pixelized screenshots
Perform data science on data that remains in someone else's server
Run Windows apps such as Microsoft Office/Adobe in Linux (Ubuntu/Fedora) and GNOME/KDE as if they were a part of the native OS, including Nautilus integration.
A curated list of GAN & Deepfake papers and repositories.
😈Awful AI is a curated list to track current scary usages of AI - hoping to raise awareness
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools