Welcome to xTuring, the open-source AI personalization library designed to simplify the process of building and controlling large language models (LLMs). Our aim is to provide a user-friendly interface that allows you to personalize models to your specific data and application requirements.
xTuring offers a range of features to enhance efficiency, productivity, and customizability. With this tool, users can fine-tune LLMs using different approaches, generate datasets from their data sources, and evaluate modified models. We understand that every project is unique, and xTuring aims to cater to your individual needs.
Versatility is one of the key benefits of xTuring. Our library supports a wide range of models, including LLaMA, GPT-J, GPT-2, OPT, Cerebras-GPT, Galactica, and Bloom. This allows you to choose the model that works best for your requirements and experiment with different options.
With xTuring, experimentation is made easy through our various playgrounds. The UI Playground and CLI Playground provide intuitive environments for users to explore and interact with the tool. Whether you prefer a graphical user interface or a command-line interface, xTuring has you covered.
Getting started with xTuring is a breeze. The installation process is straightforward, thanks to the simple pip install command. Additionally, our Quickstart guide provides step-by-step instructions to help you hit the ground running.
As an open-source project, xTuring is licensed under Apache 2.0. We believe in the power of collaboration and welcome contributions from the community. Join our supportive community on Discord and Twitter to connect with fellow developers, share insights, and stay updated on the latest developments.
Efficiency is at the core of xTuring. Our tool is designed to be efficient in terms of computation and memory usage, allowing you to optimize your workflows. This efficiency, coupled with its agility and customizability, makes xTuring a valuable asset for anyone involved in building and controlling LLMs.
If you're looking for flexibility and customization when it comes to building LLMs, xTuring offers a compelling solution. Whether you're a seasoned developer or just starting out, xTuring provides the tools and resources you need to bring your language models to life.
Experience the power of xTuring today. The limitless possibilities for personalization await!
