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January 1, 202451 citationsOpen Access

Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model

AÜAhmet ÜstünVAViraat AryabumiZYZheng Yong

Key Points

  • The aim is to develop and evaluate the Aya model for multilingual instruction-based tasks.
  • Developed a multilingual language model through instruction finetuning techniques.
  • Evaluated the model against existing benchmarks in computational linguistics.
  • Utilized open-access principles to facilitate global accessibility.
  • The Aya model outperformed previous models on several multilingual benchmarks.
  • Significant improvements observed in language understanding and generation metrics.
  • Enhanced usability noted for users across diverse linguistic backgrounds.

Abstract

Ahmet Üstün, Viraat Aryabumi, Zheng Yong, Wei-Yin Ko, Daniel D’souza, Gbemileke Onilude, Neel Bhandari, Shivalika Singh, Hui-Lee Ooi, Amr Kayid, Freddie Vargus, Phil Blunsom, Shayne Longpre, Niklas Muennighoff, Marzieh Fadaee, Julia Kreutzer, Sara Hooker. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2024.

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Cite This Study

Üstün et al. (2024) studied this question.

synapsesocial.com/papers/69dc125ea1150c2c259c7d3dhttps://doi.org/10.18653/v1/2024.acl-long.845
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