brazembed-pt-br-pairclf — BrazEmbed-PT-BR component (Pair-classification (NLI))
A component of BrazEmbed-PT-BR, the contamination-clean ~110M
Brazilian-Portuguese embedding system (task-routed, MTEB(por) mean_16 = 0.6567, #1 in the ~100M class). This
standalone SentenceTransformer (Brazilian BERTimbau + the Pair-classification (NLI) clean weight-soup) serves the Pair-classification (NLI) tasks.
from sentence_transformers import SentenceTransformer
m = SentenceTransformer("tardellirs/brazembed-pt-br-pairclf") # mean-pooling, L2-normalized, no instruction prefix
Use it directly for Pair-classification (NLI), or via the router (https://github.com/tardellirs/brazembed-pt-br → route.py). For one general model, use
tardellirs/brazembed-pt-br. License MIT. Benchmark: MTEB(por) (leaderboard).