Citation

If you use MobileTransformers in your own work, please cite it:

@misc{mobiletransformers2025,
  author       = {Koreli\v{c}, Martin and Pejovi{\'c}, Veljko},
  title        = {MobileTransformers: An On-Device LLM PEFT Framework for Fine-Tuning and Inference},
  year         = {2025},
  howpublished = {\url{https://gitlab.fri.uni-lj.si/lrk/mobiletransformers}}
}

The citation deliberately names the original codebase at gitlab.fri.uni-lj.si/lrk/mobiletransformers, not this documentation site or the GitHub mirror: that is the address the work was published under, and a citation that changes address is a citation that stops resolving. Use github.com/martinkorelic/mobiletransformers to get the code — cite the URL above.

The repository also carries a CITATION.cff, which GitHub renders as a "Cite this repository" button and which reference managers can read directly. That file is the authoritative version — this page mirrors it.

The framework accompanies the master's thesis Parameter-Efficient Tuning of Large Language Models on Mobile Devices.