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parity-reranker-juridico-br-v1 – AI Model by SamuelMauli | AlphaNeural AI

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SamuelMauli/
parity-reranker-juridico-br-v1

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sentence-transformers

text-classification

cross-encoder/ms-marco-MiniLM-L6-v2

text-embeddings-inference

endpoints_compatible

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parity-reranker-juridico-br-v1

Cross-encoder reranker fine-tuned para domínio jurídico brasileiro (licitações, jurisprudência TCU, Lei 14.133/21).

Uso

python

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)