Running large language models like ChatGPT on a single GPU

Feb 20, 2023 · chatgpt ·

FlexGen is an open-source software library created by Ying1123, intended to aid developers in quickly creating efficient and customizable deep learning architectures. It makes use of advanced mathematical techniques such as tensor calculus, auto-differentiation, and optimization algorithms to automatically generate datasets, optimize hyperparameters, and design sophisticated architectures. FlexGen also features a modular architecture which allows users to customize their models according to their specific application. Furthermore, it contains modules for data preprocessing, training, and evaluation. With FlexGen, developers can quickly create high-performance models and deploy them in production. Moreover, the library is designed to be easily extensible and supports the development of custom components. This makes it ideal for developers who are looking for a versatile yet easy-to-use deep learning framework.