Xturing
xTuring is an open-source AI personalization library that simplifies the process of building and controlling large language models (LLMs). It provides a user-friendly interface for personalizing models to meet specific data and application requirements. With xTuring, users can fine-tune LLMs using various approaches, generate datasets from their data sources, and evaluate modified models. Efficiency, productivity, and customizability are prioritized features of xTuring. The tool supports different models such as LLaMA, GPT-J, GPT-2, OPT, Cerebras-GPT, Galactica, and Bloom.
xTuring offers different playgrounds, including UI Playground and CLI Playground, allowing users to experiment with the tool. The installation process is straightforward using pip install, and the Quickstart guide makes it easy for users to get started. The tool is licensed under Apache 2.0 and has a supportive community on Discord and Twitter. It is efficient in terms of computation and memory, providing agility and customizability. This makes xTuring a valuable tool for anyone involved in building and controlling LLMs.
Being an open-source tool, xTuring is available to anyone interested in trying it out or contributing to the project. This flexibility and customization make it an excellent option for developers seeking to build LLMs with specific requirements.