Hugging Face's logo

tomaarsen
/
span-marker-bert-tiny-fewnerd-coarse-super

Token Classification
SpanMarker
PyTorch
Safetensors
English
ner
named-entity-recognition
Eval Results
Model card Files Community
2
span-marker-bert-tiny-fewnerd-coarse-super
File size: 2,857 Bytes 
ffe52e6
ffd8a89
ffe52e6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
ffd8a89
 
 
ffe52e6
 
ffd8a89
ffe52e6
 
 
 
 
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
105
106
107
108
109
 
{
  "_name_or_path": "models\\bt-full-coarse-1\\checkpoint-final",
  "architectures": [
    "SpanMarkerModel"
  ],
  "encoder": {
    "_name_or_path": "prajjwal1/bert-tiny",
    "add_cross_attention": false,
    "architectures": null,
    "attention_probs_dropout_prob": 0.1,
    "bad_words_ids": null,
    "begin_suppress_tokens": null,
    "bos_token_id": null,
    "chunk_size_feed_forward": 0,
    "classifier_dropout": null,
    "cross_attention_hidden_size": null,
    "decoder_start_token_id": null,
    "diversity_penalty": 0.0,
    "do_sample": false,
    "early_stopping": false,
    "encoder_no_repeat_ngram_size": 0,
    "eos_token_id": null,
    "exponential_decay_length_penalty": null,
    "finetuning_task": null,
    "forced_bos_token_id": null,
    "forced_eos_token_id": null,
    "hidden_act": "gelu",
    "hidden_dropout_prob": 0.1,
    "hidden_size": 128,
    "id2label": {
      "0": "O",
      "1": "art",
      "2": "building",
      "3": "event",
      "4": "location",
      "5": "organization",
      "6": "other",
      "7": "person",
      "8": "product"
    },
    "initializer_range": 0.02,
    "intermediate_size": 512,
    "is_decoder": false,
    "is_encoder_decoder": false,
    "label2id": {
      "O": 0,
      "art": 1,
      "building": 2,
      "event": 3,
      "location": 4,
      "organization": 5,
      "other": 6,
      "person": 7,
      "product": 8
    },
    "layer_norm_eps": 1e-12,
    "length_penalty": 1.0,
    "max_length": 20,
    "max_position_embeddings": 512,
    "min_length": 0,
    "model_type": "bert",
    "no_repeat_ngram_size": 0,
    "num_attention_heads": 2,
    "num_beam_groups": 1,
    "num_beams": 1,
    "num_hidden_layers": 2,
    "num_return_sequences": 1,
    "output_attentions": false,
    "output_hidden_states": false,
    "output_scores": false,
    "pad_token_id": 0,
    "position_embedding_type": "absolute",
    "prefix": null,
    "problem_type": null,
    "pruned_heads": {},
    "remove_invalid_values": false,
    "repetition_penalty": 1.0,
    "return_dict": true,
    "return_dict_in_generate": false,
    "sep_token_id": null,
    "suppress_tokens": null,
    "task_specific_params": null,
    "temperature": 1.0,
    "tf_legacy_loss": false,
    "tie_encoder_decoder": false,
    "tie_word_embeddings": true,
    "tokenizer_class": null,
    "top_k": 50,
    "top_p": 1.0,
    "torch_dtype": null,
    "torchscript": false,
    "transformers_version": "4.27.2",
    "type_vocab_size": 2,
    "typical_p": 1.0,
    "use_bfloat16": false,
    "use_cache": true,
    "vocab_size": 30524
  },
  "entity_max_length": 8,
  "marker_max_length": 128,
  "model_max_length": 256,
  "model_max_length_default": 512,
  "model_type": "span-marker",
  "span_marker_version": "1.0.0.dev",
  "torch_dtype": "float32",
  "transformers_version": "4.27.2",
  "vocab_size": 30524
}