OmniQuant
by OpenGVLab
[ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.
AI summary
Quantization tool
A software framework for accurately quantizing large language models using a novel technique
- stars
- 739
- forks
- 56
- watching
- 16
Similar projects
Found by comparing what the projects do, not just their names.
Quantum visualizer
A Python library providing visualization tools and workflows for quantum computing
vahe1994/aqlm1.2K
Model compressor
An implementation of a method to compress large language models using additive quantization and fine-tuning.
lxtgh/omg-seg1.3K
Visual Model
Develops an end-to-end model for multiple visual perception and reasoning tasks using a single encoder, decoder, and large language model.
Visual decoder
A large language model designed to process and generate visual information
Quantizer
An implementation of post-training quantization algorithm for transformer models to reduce memory usage and improve inference speed
Quantum compiler
A portable quantum programming framework for compiling and optimizing quantum code on various target platforms.
Quantum experiment toolkit
Tools and framework for designing, running, and analyzing experiments on noisy quantum computers.
Quantum circuit language
An imperative programming language for describing quantum circuits and a specification framework
Quantum simulator
A comprehensive quantum computing library for programming and simulating quantum systems.
Quantization library
A deep learning library that provides an easy-to-use interface for quantizing neural networks and accelerating their inference on various hardware platforms.
Lab tools
Tools for data manipulation and analysis in quantum computing experiments
Model optimizer
Tools and techniques for optimizing large language models on various frameworks and hardware platforms.
Quant backtesting framework
An open-source Python framework for backtesting trading strategies in cryptocurrencies using machine learning and technical analysis techniques.
Quantum Circuit Optimizer
Tools and software for optimizing quantum circuit layout to resolve connectivity constraints
Algorithm analyzer
Analyzes fermionic quantum simulation algorithms to simplify and understand their behavior