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chmielvu/multilingual-nlp

sourceHugging Faceupdated 7mo agoView on Hugging Face

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App README

multilingual-nlp

Live API: https://chmielvu-multilingual-nlp.hf.space

Models

—Embeddings: BAAI/bge-m3 Served name: multilingual-embed Vector dimension: 1024
—Reranker: BAAI/bge-reranker-v2-m3 Served name: multilingual-rerank
—Classifier: clapAI/modernBERT-base-multilingual-sentiment Served name: multilingual-classify

Endpoints

—https://chmielvu-multilingual-nlp.hf.space/health
—https://chmielvu-multilingual-nlp.hf.space/models
—https://chmielvu-multilingual-nlp.hf.space/embeddings
—https://chmielvu-multilingual-nlp.hf.space/rerank
—https://chmielvu-multilingual-nlp.hf.space/classify
—https://chmielvu-multilingual-nlp.hf.space/openapi.json

Example Requests

bash

curl -X POST "https://chmielvu-multilingual-nlp.hf.space/embeddings" \
  -H "Content-Type: application/json" \
  -d '{"model":"multilingual-embed","input":["This is a multilingual embedding test."]}'

bash

curl -X POST "https://chmielvu-multilingual-nlp.hf.space/rerank" \
  -H "Content-Type: application/json" \
  -d '{"model":"multilingual-rerank","query":"How do I reset my password?","documents":["Use the password reset form and confirm the email link.","Warsaw is the capital of Poland."],"return_documents":true}'

bash

curl -X POST "https://chmielvu-multilingual-nlp.hf.space/classify" \
  -H "Content-Type: application/json" \
  -d '{"model":"multilingual-classify","input":["This product is disappointing."]}'