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Frequently Asked Questions

What is the MCP Server? The MCP Server is an open protocol server that facilitates fine-tuning and reinforcement learning for large language models (LLMs) with enhanced efficiency and reduced VRAM usage.

How does MCP Server optimize model training? MCP Server optimizes model training by allowing LLMs such as Qwen3 and Llama 4 to be fine-tuned up to 2x faster while using 70% less VRAM.

Can beginners use MCP Server? Yes, MCP Server provides beginner-friendly notebooks and comprehensive guides to help new users get started with model fine-tuning.

What platforms does MCP Server support? MCP Server supports both Linux and Windows platforms, making it accessible to a wide range of users.

How does MCP Server integrate with UBOS? MCP Server integrates with the UBOS platform to enable businesses to orchestrate AI Agents, connect with enterprise data, and build custom AI solutions.

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