Palette_nlu_service — Persian Sales NLU

مدل تخصصی تشخیص Intent / Slot / Search-Query برای فروش فارسی.

  • معماری: encoder مشترک + سرهای Intent / Slot / Query
  • Output schema: structured JSON matching the Palette INTENT_PROMPT

Intents (23)

PRODUCT_SEARCH, PRODUCT_PRICE, PRODUCT_DETAIL, PRODUCT_AVAILABILITY, PRODUCT_RECOMMENDATION, PRODUCT_COMPARE, PRODUCT_IMAGE, NEGOTIATION, ORDER_TRACKING, FAQ_*, GREETING, WELLNESS, THANKS, FAREWELL, HELP, OUT_OF_SCOPE

Files

Path Description
checkpoints/best.pt Trained weights
configs/model_config.yaml Head sizes / encoder settings
label_maps/ intent2id / slot2id
tokenizer/ tokenizer assets

Serve API

See the companion repo Palette_nlu_service — python scripts/serve.py.

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