Hugging Face's logo

ShazaAly
/
syplyd-marbert-1

Text Classification
Transformers
Safetensors
Arabic
bert
intent-classification
marbert
egyptian-arabic
nlu
e-commerce
customer-service
Model card Files Community
syplyd-marbert-1
File size: 2,719 Bytes 
c994ca6
 
 
 
 
 
 
 
 
 
 
 
8ebfcb2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
c994ca6
 
 
 
8ebfcb2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
c994ca6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
24b8b97
c994ca6
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
 
{
  "architectures": [
    "BertForSequenceClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "directionality": "bidi",
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": " ask_for_product_recommendations",
    "1": " request_customer_support",
    "2": "ask_about_app",
    "3": "ask_about_loyalty_coins",
    "4": "ask_delivery_options",
    "5": "ask_for_change_delivery_date",
    "6": "ask_for_product_recommendations",
    "7": "ask_pricing_policy",
    "8": "ask_product_description",
    "9": "ask_product_discounts",
    "10": "ask_product_price",
    "11": "ask_return_policy",
    "12": "ask_shipping_fees",
    "13": "check_shipping_status",
    "14": "check_stock_availability",
    "15": "compare_prices",
    "16": "compare_products",
    "17": "find_similar_products",
    "18": "how_to_contact_support",
    "19": "how_to_get_an_offer",
    "20": "how_to_place_order",
    "21": "how_to_store_product",
    "22": "how_to_use_product",
    "23": "out_of_scope",
    "24": "request_customer_support",
    "25": "suggest_cheaper_alternative",
    "26": "track_order_status"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    " ask_for_product_recommendations": 0,
    " request_customer_support": 1,
    "ask_about_app": 2,
    "ask_about_loyalty_coins": 3,
    "ask_delivery_options": 4,
    "ask_for_change_delivery_date": 5,
    "ask_for_product_recommendations": 6,
    "ask_pricing_policy": 7,
    "ask_product_description": 8,
    "ask_product_discounts": 9,
    "ask_product_price": 10,
    "ask_return_policy": 11,
    "ask_shipping_fees": 12,
    "check_shipping_status": 13,
    "check_stock_availability": 14,
    "compare_prices": 15,
    "compare_products": 16,
    "find_similar_products": 17,
    "how_to_contact_support": 18,
    "how_to_get_an_offer": 19,
    "how_to_place_order": 20,
    "how_to_store_product": 21,
    "how_to_use_product": 22,
    "out_of_scope": 23,
    "request_customer_support": 24,
    "suggest_cheaper_alternative": 25,
    "track_order_status": 26
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "pooler_fc_size": 768,
  "pooler_num_attention_heads": 12,
  "pooler_num_fc_layers": 3,
  "pooler_size_per_head": 128,
  "pooler_type": "first_token_transform",
  "position_embedding_type": "absolute",
  "problem_type": "single_label_classification",
  "torch_dtype": "float32",
  "transformers_version": "4.53.1",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 100000
}