This is the Linux app named xTuring whose latest release can be downloaded as 0.1.8.zip. It can be run online in the free hosting provider OnWorks for workstations.
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xTuring
DESCRIPTION
xTuring is an open-source AI personalization software. xTuring makes it easy to build and control LLMs by providing a simple interface to personalize LLMs to your own data and application. xTuring provides fast, efficient and simple fine-tuning of LLMs, such as LLaMA, GPT-J, Galactica, and more. By providing an easy-to-use interface for fine-tuning LLMs to your own data and application, xTuring makes it simple to build, customize and control LLMs. The entire process can be done inside your computer or in your private cloud, ensuring data privacy and security.
Features
- Ingest data from different sources and preprocess them to a format LLMs can understand
- Scale from single to multiple GPUs for faster fine-tuning
- Leverage memory-efficient methods (i.e. INT4, LoRA fine-tuning) to reduce hardware costs by up to 90%
- Explore different fine-tuning methods and benchmark them to find the best performing model
- Evaluate fine-tuned models on well-defined metrics for in-depth analysis
- Fine-tune LLMs using different approaches
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/xturing.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
