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Intent-model

Safetensors
bert
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Intent-model
File size: 2,153 Bytes
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{
  "model_name": "CAMeL-Lab/bert-base-arabic-camelbert-mix",
  "max_length": 64,
  "threshold": 0.5,
  "num_labels": 33,
  "intents": [
    "ambiguous_place",
    "ask_location",
    "ask_price",
    "ask_rating",
    "availability_question",
    "best_of",
    "clarification_response",
    "compare_places",
    "confirm",
    "deny",
    "fallback",
    "filter_results",
    "goodbye",
    "greeting",
    "housing_search",
    "menu_filter",
    "nearby_search",
    "nearest_cafe",
    "nearest_pharmacy",
    "nearest_restaurant",
    "nearest_supermarket",
    "no_result_recovery",
    "open_now",
    "open_now_extended",
    "place_details",
    "price_question",
    "recommend_place",
    "recommendation_by_mood",
    "search_by_item",
    "show_menu",
    "show_more",
    "sort_results",
    "thanks"
  ],
  "mood_keywords": [
    "هادي",
    "رومانسي",
    "للعيلة",
    "للشغل",
    "للأصحاب",
    "للسهر",
    "مريح",
    "رايق",
    "هنادي",
    "للمذاكرة",
    "هادئ",
    "هادية",
    "مش زحمة",
    "بعيد عن الزحمة",
    "للدراسة"
  ],
  "time_keywords": [
    "دلوقتي",
    "حاليا",
    "بعد 12",
    "بعد نص الليل",
    "24 ساعة",
    "الصبح بدري",
    "الفجر",
    "3 الصبح",
    "بعد 2",
    "بليل",
    "بالليل",
    "نص الليل"
  ],
  "food_keywords": [
    "جعان",
    "جوعان",
    "عايز اكل",
    "عايزة اكل",
    "نفسي اكل",
    "نفسي في اكل",
    "اتغدى",
    "اتعشى"
  ],
  "cafe_keywords": [
    "قهوة",
    "كافيه",
    "كوفي",
    "نسكافيه",
    "فاصل قهوة",
    "عايز اشرب حاجة"
  ],
  "recommend_words": [
    "رشحلي",
    "رشح",
    "اقترحلي",
    "اقترح",
    "اختارلي",
    "تنصحني",
    "ترشحلي"
  ],
  "clarify_words": [
    "مش فاهم",
    "مش فاهمة",
    "تقصد ايه",
    "وضح",
    "وضحي",
    "مش واضح"
  ],
  "eval_accuracy": 0.9753320683111955,
  "eval_f1_weighted": 0.9753451514935224
}