Published June 6, 2026 | Version 1.0.0

Sonar Municipal PTT5 base fine-tuned (LoRA, merged) for ementa-to-action textualization

Authors/Creators

  • 1. Instituto de Ciências Matemáticas e de Computação, Universidade de São Paulo
  • 1. Instituto de Ciências Matemáticas e de Computação, Universidade de São Paulo

Description

PTT5 base (unicamp-dl/ptt5-base-portuguese-vocab, 220M params) fine-tuned with LoRA and merged into the base for distribution (loads with AutoModelForSeq2SeqLM.from_pretrained, no peft dependency at inference) for semantic textualization of Brazilian municipal legislative bill summaries (ementas) into direct imperative action form. Companion artifact to the ICMC-USP undergraduate thesis "Mineração de Dados e Busca Semântica Aplicadas à Análise de Projetos de Lei Municipais" (Sonar Municipal project). Mirror on Hugging Face Hub: thiagoambiel/sonar_municipal_ptt5_ementa2action.

Files

sonar-municipal-ptt5-ementa2action-v1.0.zip

Files (510.2 MB)

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Additional details

Related works

Is derived from
Dataset: 10.5281/zenodo.20564283 (DOI)
Is supplemented by
Software: 10.5281/zenodo.20387514 (DOI)