stochasticai/xTuring

Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

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Established

This tool helps you customize open-source large language models (LLMs) with your own specific data. You provide your unique datasets, and it trains a personalized LLM that understands and generates text tailored to your needs. This is ideal for developers, researchers, or companies looking to create specialized AI assistants, chatbots, or content generation tools without sending proprietary data to third-party services.

2,668 stars. Available on PyPI.

Use this if you need to fine-tune open-source LLMs like LLaMA, GPT-OSS, or Qwen on your private data for specialized applications, and you need control over model privacy and efficiency.

Not ideal if you're looking for a pre-trained, off-the-shelf LLM solution that doesn't require any customization or if you lack the technical expertise to work with coding environments.

custom-llm-development private-ai natural-language-processing ai-model-personalization data-privacy
Maintenance 10 / 25
Adoption 10 / 25
Maturity 25 / 25
Community 19 / 25

How are scores calculated?

Stars

2,668

Forks

211

Language

Python

License

Apache-2.0

Last pushed

Mar 04, 2026

Commits (30d)

0

Dependencies

19

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