update intent

config.json

@@ -8,47 +8,82 @@
   "classifier_dropout": null,
   "dtype": "float32",
   "eos_token_id": null,
+  "gradient_checkpointing": false,
   "hidden_act": "gelu",
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
   "id2label": {
-    "0": "LABEL_0",
-    "1": "LABEL_1",
-    "2": "LABEL_2",
-    "3": "LABEL_3",
-    "4": "LABEL_4",
-    "5": "LABEL_5",
-    "6": "LABEL_6",
-    "7": "LABEL_7",
-    "8": "LABEL_8",
-    "9": "LABEL_9",
-    "10": "LABEL_10",
-    "11": "LABEL_11",
-    "12": "LABEL_12",
-    "13": "LABEL_13",
-    "14": "LABEL_14",
-    "15": "LABEL_15"
+    "0": "ambiguous_place",
+    "1": "ask_location",
+    "2": "ask_price",
+    "3": "ask_rating",
+    "4": "availability_question",
+    "5": "best_of",
+    "6": "clarification_response",
+    "7": "compare_places",
+    "8": "confirm",
+    "9": "deny",
+    "10": "fallback",
+    "11": "filter_results",
+    "12": "goodbye",
+    "13": "greeting",
+    "14": "housing_search",
+    "15": "menu_filter",
+    "16": "nearby_search",
+    "17": "nearest_cafe",
+    "18": "nearest_pharmacy",
+    "19": "nearest_restaurant",
+    "20": "nearest_supermarket",
+    "21": "no_result_recovery",
+    "22": "open_now",
+    "23": "open_now_extended",
+    "24": "place_details",
+    "25": "price_question",
+    "26": "recommend_place",
+    "27": "recommendation_by_mood",
+    "28": "search_by_item",
+    "29": "show_menu",
+    "30": "show_more",
+    "31": "sort_results",
+    "32": "thanks"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "is_decoder": false,
   "label2id": {
-    "LABEL_0": 0,
-    "LABEL_1": 1,
-    "LABEL_10": 10,
-    "LABEL_11": 11,
-    "LABEL_12": 12,
-    "LABEL_13": 13,
-    "LABEL_14": 14,
-    "LABEL_15": 15,
-    "LABEL_2": 2,
-    "LABEL_3": 3,
-    "LABEL_4": 4,
-    "LABEL_5": 5,
-    "LABEL_6": 6,
-    "LABEL_7": 7,
-    "LABEL_8": 8,
-    "LABEL_9": 9
+    "ambiguous_place": 0,
+    "ask_location": 1,
+    "ask_price": 2,
+    "ask_rating": 3,
+    "availability_question": 4,
+    "best_of": 5,
+    "clarification_response": 6,
+    "compare_places": 7,
+    "confirm": 8,
+    "deny": 9,
+    "fallback": 10,
+    "filter_results": 11,
+    "goodbye": 12,
+    "greeting": 13,
+    "housing_search": 14,
+    "menu_filter": 15,
+    "nearby_search": 16,
+    "nearest_cafe": 17,
+    "nearest_pharmacy": 18,
+    "nearest_restaurant": 19,
+    "nearest_supermarket": 20,
+    "no_result_recovery": 21,
+    "open_now": 22,
+    "open_now_extended": 23,
+    "place_details": 24,
+    "price_question": 25,
+    "recommend_place": 26,
+    "recommendation_by_mood": 27,
+    "search_by_item": 28,
+    "show_menu": 29,
+    "show_more": 30,
+    "sort_results": 31,
+    "thanks": 32
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,
@@ -56,10 +91,9 @@
   "num_attention_heads": 12,
   "num_hidden_layers": 12,
   "pad_token_id": 0,
-  "problem_type": "single_label_classification",
   "tie_word_embeddings": true,
   "transformers_version": "5.0.0",
   "type_vocab_size": 2,
   "use_cache": false,
-  "vocab_size": 64000
+  "vocab_size": 30000
 }

id2label.json

@@ -0,0 +1,35 @@
+{
+  "0": "ambiguous_place",
+  "1": "ask_location",
+  "2": "ask_price",
+  "3": "ask_rating",
+  "4": "availability_question",
+  "5": "best_of",
+  "6": "clarification_response",
+  "7": "compare_places",
+  "8": "confirm",
+  "9": "deny",
+  "10": "fallback",
+  "11": "filter_results",
+  "12": "goodbye",
+  "13": "greeting",
+  "14": "housing_search",
+  "15": "menu_filter",
+  "16": "nearby_search",
+  "17": "nearest_cafe",
+  "18": "nearest_pharmacy",
+  "19": "nearest_restaurant",
+  "20": "nearest_supermarket",
+  "21": "no_result_recovery",
+  "22": "open_now",
+  "23": "open_now_extended",
+  "24": "place_details",
+  "25": "price_question",
+  "26": "recommend_place",
+  "27": "recommendation_by_mood",
+  "28": "search_by_item",
+  "29": "show_menu",
+  "30": "show_more",
+  "31": "sort_results",
+  "32": "thanks"
+}

label2id.json

@@ -0,0 +1,35 @@
+{
+  "ambiguous_place": 0,
+  "ask_location": 1,
+  "ask_price": 2,
+  "ask_rating": 3,
+  "availability_question": 4,
+  "best_of": 5,
+  "clarification_response": 6,
+  "compare_places": 7,
+  "confirm": 8,
+  "deny": 9,
+  "fallback": 10,
+  "filter_results": 11,
+  "goodbye": 12,
+  "greeting": 13,
+  "housing_search": 14,
+  "menu_filter": 15,
+  "nearby_search": 16,
+  "nearest_cafe": 17,
+  "nearest_pharmacy": 18,
+  "nearest_restaurant": 19,
+  "nearest_supermarket": 20,
+  "no_result_recovery": 21,
+  "open_now": 22,
+  "open_now_extended": 23,
+  "place_details": 24,
+  "price_question": 25,
+  "recommend_place": 26,
+  "recommendation_by_mood": 27,
+  "search_by_item": 28,
+  "show_menu": 29,
+  "show_more": 30,
+  "sort_results": 31,
+  "thanks": 32
+}

label_encoder.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:456c2755993e4eb5615fbeb5a4266d366c33229e43e371c24f56e9be87bd958f
-size 697
+oid sha256:0ad3aebbf8fe016b5c7861a313ee02f4b04512d56aad3bf6237b2d701ce0c018
+size 990

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:82a08b7b44f523018a3a45bd9dd855a4921225f5f2f68bd800f3c40cc9eb810c
-size 540846112
+oid sha256:9ca3c221dd4483c710a34448f9932fbf1ba860c2ba8711c4118620ce1dbb9d5a
+size 436450388

tokenizer_config.json

@@ -1,17 +1,11 @@
 {
   "backend": "tokenizers",
   "cls_token": "[CLS]",
-  "do_basic_tokenize": true,
   "do_lower_case": false,
+  "full_tokenizer_file": null,
   "is_local": false,
   "mask_token": "[MASK]",
-  "max_len": 512,
-  "model_max_length": 512,
-  "never_split": [
-    "[بريد]",
-    "[مستخدم]",
-    "[رابط]"
-  ],
+  "model_max_length": 1000000000000000019884624838656,
   "pad_token": "[PAD]",
   "sep_token": "[SEP]",
   "strip_accents": null,

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c58b2ea10ef17fb582bd64612fb234a5b34d09ea6aa290169a8aabc1a2fa89e6
+oid sha256:0d5162ae9085447e6694d5e34a96718ff1d206cfa93e6ac20f6e1419faf34573
 size 5137

training_info.json

@@ -0,0 +1,109 @@
+{
+  "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
+}