xTuring
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Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs.
Cost / License
- Free
- Open Source
Platforms
- Windows
- Linux
Features
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Tags
- lora
- Fine-tuning
- llama
- deep-learning
- Generative AI
xTuring News & Activities
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Recent activities
Danilo_Venom added xTuring as alternative to Cloudflare Workers AI
POX added xTuring as alternative to Together AI
xTuring information
Developed by
stochasticai Licensing
Open Source (Apache-2.0) and Free product.Written in
Alternatives
13 alternatives listedSupported Languages
- English
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AI Tools & ServicesGitHub repository
- 2,663 Stars
- 206 Forks
- 17 Open Issues
- Updated
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Post comment/reviewWhat is xTuring?
xTuring provides fast, efficient and simple fine-tuning of open-source LLMs, such as Mistral, LLaMA, GPT-J, 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, modify, and control LLMs. The entire process can be done inside your computer or in your private cloud, ensuring data privacy and security.
With xTuring you can,
- 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