parity-reranker-juridico-br-v1
Cross-encoder reranker fine-tuned para domínio jurídico brasileiro (licitações, jurisprudência TCU, Lei 14.133/21).
Uso
from sentence_transformers.cross_encoder import CrossEncoder
m = CrossEncoder("SamuelMauli/parity-reranker-juridico-br-v1")
score = m.predict([("query juridica", "candidato acordao")])
Compatível com @xenova/transformers via ONNX (subdir onnx/model.onnx).
Treino
- Base: cross-encoder/ms-marco-MiniLM-L-6-v2
- Dataset: SamuelMauli/parity-juridico-dataset (313 pairs)
- Loss: BCEWithLogitsLoss
- Hardware: CPU 2-core (t3.large)
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Model tree for SamuelMauli/parity-reranker-juridico-br-v1
Base model
microsoft/MiniLM-L12-H384-uncased Quantized
cross-encoder/ms-marco-MiniLM-L12-v2 Quantized
cross-encoder/ms-marco-MiniLM-L6-v2