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65 results for source starred repositories
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Awesome list for LLM pruning.

81 3 Updated Aug 5, 2024

Torch2Chip (MLSys, 2024)

Python 46 4 Updated Jun 25, 2024

Pytorch to Keras/Tensorflow/TFLite conversion made intuitive

Python 239 14 Updated Jul 29, 2024

Supporting PyTorch models with the Google AI Edge TFLite runtime.

Jupyter Notebook 242 27 Updated Aug 9, 2024

List of papers related to neural network quantization in recent AI conferences and journals.

386 37 Updated Jul 4, 2024

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…

1,757 203 Updated Apr 29, 2024

A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.

JavaScript 1,238 154 Updated Jun 29, 2024

Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies

C++ 12,793 673 Updated Aug 7, 2024

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

Python 2,027 140 Updated Aug 1, 2024

Brevitas: neural network quantization in PyTorch

Python 1,134 188 Updated Aug 2, 2024

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

Python 5,066 315 Updated Aug 9, 2024

[MICRO'23, MLSys'22] TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.

Cuda 1,163 137 Updated Jul 31, 2024

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

Python 2,108 249 Updated Aug 9, 2024

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

Python 2,505 312 Updated Aug 9, 2024

💲 🔨 Path of Exile trading app for price checking

TypeScript 2,028 429 Updated Aug 6, 2024

Code for Fast as CHITA: Neural Network Pruning with Combinatorial Optimization

Python 11 3 Updated Aug 2, 2023

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…

Python 641 62 Updated Jul 25, 2024

An open-source, low-code machine learning library in Python

Jupyter Notebook 8,729 1,750 Updated Aug 8, 2024

Tensor Train decomposition on TensorFlow

Python 218 56 Updated Apr 6, 2021

Clean up the public namespace of your package!

Python 51 3 Updated Apr 15, 2024

Style corrector for academic writing and scientific papers at angryreviewer.com

Python 99 7 Updated Jan 2, 2024

夜 - Yoru | Aesthetic and Beautiful Awesome Environment 🌓

Lua 3,441 202 Updated Aug 2, 2024

Hot Reloading and Profiling for Python

Python 2,763 57 Updated May 24, 2024

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.

Python 21 21 Updated Nov 18, 2020

A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

Python 2,551 155 Updated Jul 25, 2024

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

Python 5,545 644 Updated Feb 17, 2024

A Deep Learning based project for creating line art portraits.

Jupyter Notebook 3,572 370 Updated Mar 3, 2023

Recovers passwords from pixelized screenshots

Python 25,604 3,139 Updated Jul 14, 2024

MONAI Tutorials

Jupyter Notebook 1,733 662 Updated Aug 9, 2024

Perform data science on data that remains in someone else's server

Python 9,388 1,991 Updated Aug 9, 2024
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