Published June 6, 2026
| Version 1.0.0
Software
Open
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
Contributors
- 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
Additional details
Related works
- Is derived from
- Dataset: 10.5281/zenodo.20564283 (DOI)
- Is supplemented by
- Software: 10.5281/zenodo.20387514 (DOI)