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Description

MiMo is Xiaomi’s first large language model, built for logical reasoning, math problem-solving, and code generation. The MiMo-7B model has 7 billion parameters and is released as open source, so developers can use and modify it.

What MiMo can do

  • Solve advanced math problems
  • Generate code in Python, C++, and Java
  • Analyze and summarize text with strong comprehension
  • Handle complex prompts that require multi-step reasoning
  • Work with prompts in 12 languages
  • Support data optimization tasks for enterprise systems
  • Run locally on devices (depending on hardware)

MiMo-7B-RL reportedly solves 78% of tasks in the MATH benchmark, which is above average for 7B-parameter models.

How to use MiMo

MiMo is available for download on Hugging Face and GitHub as an open-source model. To run it, you typically:

  • Install Python 3.8+
  • Install PyTorch and Transformers
  • Download model weights from Hugging Face
  • Follow the setup steps in the GitHub repository
  • Launch the model with the provided script
  • Enter prompts via the command line and receive text output

Notes

  • Developed by the Xiaomi Big Model Core Team
  • Optimized for resource-constrained devices
  • Free to access on GitHub and Hugging Face
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