Welcome to xTuring

xTuring is a powerful open-source AI personalization library designed to simplify the process of building and controlling large language models (LLMs) for your specific data and application requirements. With its intuitive interface, xTuring allows you to easily personalize LLMs and achieve optimal results.

One of the key features of xTuring is the ability to fine-tune LLMs using different approaches. This allows you to adapt the models to your dataset and application needs, ensuring accurate and relevant outcomes. Additionally, xTuring enables you to generate datasets directly from your data sources, saving you time and effort in the data preparation stage.

Another valuable aspect of xTuring is the ability to evaluate modified models. With xTuring, you can assess the performance of your personalized LLMs and make informed decisions about further refinements. Efficiency, productivity, and customizability are at the forefront of xTuring's design, ensuring a seamless and satisfying user experience.

xTuring supports a wide range of models, including LLaMA, GPT-J, GPT-2, OPT, Cerebras-GPT, Galactica, and Bloom. These versatile models can be easily adapted and customized to suit your specific requirements, giving you the flexibility you need for your AI projects.

For experimentation and exploration, xTuring provides two distinct playgrounds - UI Playground and CLI Playground. These user-friendly environments allow you to easily experiment and interact with the xTuring library, unlocking its full potential and unleashing your creativity.

Getting started with xTuring is a breeze. The installation process is straightforward - simply use pip install command to set up xTuring on your system. To help you quickly get acquainted with the library, we have provided a comprehensive Quickstart guide, ensuring you can start building and controlling LLMs in no time.

As an open-source project, xTuring is licensed under Apache 2.0, reinforcing its commitment to accessibility and collaboration. With a supportive community on Discord and Twitter, you can connect with fellow xTuring users, seek assistance, and contribute to the ongoing development of the project.

Efficient in terms of computation and memory, xTuring offers unmatched agility and customizability, making it the ideal tool for anyone involved in the creation and management of large language models. Whether you are a developer, researcher, or an AI enthusiast, xTuring empowers you with the necessary tools and flexibility to accomplish your goals.

Experience the power of xTuring today - an open-source tool available to anyone interested in building and controlling LLMs. Try it out, contribute to the project, and embrace the unlimited possibilities of personalized AI.