@article{xecomlaupcyclingpretrainedattentioninto,
  title = {X-EcoMLA: Upcycling Pre-Trained Attention into MLA for Efficient and Extreme KV Compression},
  author = {Guihong Li and Mehdi Rezagholizadeh and Mingyu Yang and Vikram Appia and Emad Barsoum},
  year = {2025},
  eprint = {2503.11132},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2503.11132v2},
}