Hugging Face's logo

argilla
/
ModernBERT-domain-classifier

Text Classification
Transformers
TensorBoard
Safetensors
English
modernbert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
ModernBERT-domain-classifier
File size: 2,849 Bytes 
14a6760
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
92
93
94
95
96
97
98
99
100
101
102
103
104
 
{
  "_name_or_path": "answerdotai/ModernBERT-base",
  "architectures": [
    "ModernBertForSequenceClassification"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "bos_token_id": 50281,
  "classifier_activation": "gelu",
  "classifier_bias": false,
  "classifier_dropout": 0.0,
  "classifier_pooling": "mean",
  "cls_token_id": 50281,
  "decoder_bias": true,
  "deterministic_flash_attn": false,
  "embedding_dropout": 0.0,
  "eos_token_id": 50282,
  "global_attn_every_n_layers": 3,
  "global_rope_theta": 160000.0,
  "gradient_checkpointing": false,
  "hidden_activation": "gelu",
  "hidden_size": 768,
  "id2label": {
    "0": "business-and-industrial",
    "1": "books-and-literature",
    "10": "home-and-garden",
    "11": "adult",
    "12": "science",
    "13": "food-and-drink",
    "14": "real-estate",
    "15": "news",
    "16": "jobs-and-education",
    "17": "health",
    "18": "hobbies-and-leisure",
    "19": "games",
    "2": "beauty-and-fitness",
    "20": "computers-and-electronics",
    "21": "arts-and-entertainment",
    "22": "travel-and-transportation",
    "23": "finance",
    "24": "law-and-government",
    "25": "sensitive-subjects",
    "3": "autos-and-vehicles",
    "4": "people-and-society",
    "5": "sports",
    "6": "shopping",
    "7": "online-communities",
    "8": "pets-and-animals",
    "9": "internet-and-telecom"
  },
  "initializer_cutoff_factor": 2.0,
  "initializer_range": 0.02,
  "intermediate_size": 1152,
  "label2id": {
    "adult": "11",
    "arts-and-entertainment": "21",
    "autos-and-vehicles": "3",
    "beauty-and-fitness": "2",
    "books-and-literature": "1",
    "business-and-industrial": "0",
    "computers-and-electronics": "20",
    "finance": "23",
    "food-and-drink": "13",
    "games": "19",
    "health": "17",
    "hobbies-and-leisure": "18",
    "home-and-garden": "10",
    "internet-and-telecom": "9",
    "jobs-and-education": "16",
    "law-and-government": "24",
    "news": "15",
    "online-communities": "7",
    "people-and-society": "4",
    "pets-and-animals": "8",
    "real-estate": "14",
    "science": "12",
    "sensitive-subjects": "25",
    "shopping": "6",
    "sports": "5",
    "travel-and-transportation": "22"
  },
  "layer_norm_eps": 1e-05,
  "local_attention": 128,
  "local_rope_theta": 10000.0,
  "max_position_embeddings": 8192,
  "mlp_bias": false,
  "mlp_dropout": 0.0,
  "model_type": "modernbert",
  "norm_bias": false,
  "norm_eps": 1e-05,
  "num_attention_heads": 12,
  "num_hidden_layers": 22,
  "pad_token_id": 50283,
  "position_embedding_type": "absolute",
  "problem_type": "single_label_classification",
  "reference_compile": false,
  "sep_token_id": 50282,
  "sparse_pred_ignore_index": -100,
  "sparse_prediction": false,
  "torch_dtype": "float32",
  "transformers_version": "4.48.0.dev0",
  "vocab_size": 50368
}