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chmielvu/polish-nlp

sourceHugging Faceupdated 7mo agoView on Hugging Face

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App README

polish-nlp

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

Models

—polish-embed -> sdadas/mmlw-retrieval-roberta-large -> 1024 dims
—polish-rerank -> sdadas/polish-reranker-roberta-v3
—polish-classify -> Voicelab/herbert-base-cased-sentiment

Endpoints

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

Example Requests

bash

curl -X POST "https://chmielvu-polish-nlp.hf.space/embeddings" \
  -H "Content-Type: application/json" \
  -d '{"model":"polish-embed","input":["zapytanie: Jak zalozyc firme w Polsce?"]}'

bash

curl -X POST "https://chmielvu-polish-nlp.hf.space/rerank" \
  -H "Content-Type: application/json" \
  -d '{"model":"polish-rerank","query":"Jak zalozyc firme w Polsce?","documents":["Rejestracja dzialalnosci gospodarczej wymaga zlozenia wniosku CEIDG.","Najlepsze miejsca na wakacje nad morzem."],"return_documents":true}'

bash

curl -X POST "https://chmielvu-polish-nlp.hf.space/classify" \
  -H "Content-Type: application/json" \
  -d '{"model":"polish-classify","input":["To jest swietna obsluga klienta."]}'