Hugging Face's logo

Badalt
/
intent-classifier-mpnet

Text Classification
Safetensors
xlm-roberta
intent-classification
logistics
multilingual
open-set
Eval Results (legacy)
Model card Files
xet
 Community
intent-classifier-mpnet
File size: 1,871 Bytes
54878a5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "add_cross_attention": false,
  "architectures": [
    "XLMRobertaForSequenceClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "calibration_temperature": 0.46218203621972115,
  "classifier_dropout": null,
  "dtype": "float32",
  "eos_token_id": 2,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "ai_agent_performance",
    "1": "appointment_manager",
    "2": "chitchat",
    "3": "customer_support",
    "4": "document_processing",
    "5": "knowledge_base",
    "6": "orders",
    "7": "other",
    "8": "shipment_information.analytics",
    "9": "shipment_information.disruptions",
    "10": "shipment_information.realtime_query",
    "11": "yard_management"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "is_decoder": false,
  "label2id": {
    "ai_agent_performance": 0,
    "appointment_manager": 1,
    "chitchat": 2,
    "customer_support": 3,
    "document_processing": 4,
    "knowledge_base": 5,
    "orders": 6,
    "other": 7,
    "shipment_information.analytics": 8,
    "shipment_information.disruptions": 9,
    "shipment_information.realtime_query": 10,
    "yard_management": 11
  },
  "layer_norm_eps": 1e-05,
  "max_position_embeddings": 514,
  "model_type": "xlm-roberta",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "output_past": true,
  "pad_token_id": 1,
  "position_embedding_type": "absolute",
  "reject_label": "unknown",
  "reject_rule": "predict 'unknown' if max softmax(logits / calibration_temperature) < unknown_threshold",
  "retention_target": 0.95,
  "tie_word_embeddings": true,
  "transformers_version": "5.18.0",
  "type_vocab_size": 1,
  "unknown_threshold": 0.5734586119651794,
  "use_cache": false,
  "val_retention_at_tau": 0.9605263157894737,
  "vocab_size": 250002
}