BaseLCM

This will be the implementation of LCM but only the transformers-base LCM

Citations

@article{lcm2024,
  author = {{LCM team}, Lo\"{i}c Barrault, Paul-Ambroise Duquenne, Maha Elbayad, Artyom Kozhevnikov, Belen Alastruey, Pierre Andrews, Mariano Coria, Guillaume Couairon, Marta R. Costa-juss\`{a}, David Dale, Hady Elsahar, Kevin Heffernan, Jo\~{a}o Maria Janeiro, Tuan Tran, Christophe Ropers, Eduardo Sánchez, Robin San Roman, Alexandre Mourachko, Safiyyah Saleem, Holger Schwenk},
  title = {{Large Concept Models}: Language Modeling in a Sentence Representation Space},
  publisher = {arXiv},
  year = {2024},
  url = {https://arxiv.org/abs/2412.08821},
}

@misc{Duquenne:2023:sonar_arxiv,
  author = {Paul-Ambroise Duquenne and Holger Schwenk and Benoit Sagot},
  title = {{SONAR:} Sentence-Level Multimodal and Language-Agnostic Representations},
  publisher = {arXiv},
  year = {2023},
  url = {https://arxiv.org/abs/2308.11466},
}