Advancing Generative AI For Portuguese With Open Decoder Gerv\'asio PT* · The Large Language Model Bible Contribute to LLM-Bible

Advancing Generative AI For Portuguese With Open Decoder Gerv\'asio PT*

Santos Rodrigo, Silva João, Gomes Luís, Rodrigues João, Branco António. Arxiv 2024

[Paper]    
Model Architecture Pretraining Methods Training Techniques Transformer

To advance the neural decoding of Portuguese, in this paper we present a fully open Transformer-based, instruction-tuned decoder model that sets a new state of the art in this respect. To develop this decoder, which we named Gerv'asio PT*, a strong LLaMA~2 7B model was used as a starting point, and its further improvement through additional training was done over language resources that include new instruction data sets of Portuguese prepared for this purpose, which are also contributed in this paper. All versions of Gerv'asio are open source and distributed for free under an open license, including for either research or commercial usage, and can be run on consumer-grade hardware, thus seeking to contribute to the advancement of research and innovation in language technology for Portuguese.

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