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tartuNLP
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EstBERT_NER_v2

Token Classification
Transformers
PyTorch
Safetensors
Estonian
bert
Inference Endpoints
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2
EstBERT_NER_v2
File size: 1,712 Bytes 
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{
  "_name_or_path": "tartuNLP/EstBERT",
  "architectures": [
    "BertForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "eos_token_ids": 0,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "O",
    "1": "B-PER",
    "2": "I-PER",
    "3": "B-ORG",
    "4": "I-ORG",
    "5": "B-LOC",
    "6": "I-LOC",
    "7": "B-GPE",
    "8": "I-GPE",
    "9": "B-PROD",
    "10":"I-PROD",
    "11":"B-TITLE",
    "12":"I-TITLE",
    "13":"B-EVENT",
    "14":"I-EVENT",
    "15":"B-DATE",
    "16":"I-DATE",
    "17":"B-TIME",
    "18":"I-TIME",
    "19":"B-MONEY",
    "20":"I-MONEY",
    "21":"B-PERCENT",
    "22":"I-PERCENT"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "O"         : 0,
    "B-PER"     : 1,
    "I-PER"     : 2,
    "B-ORG"     : 3,
    "I-ORG"     : 4,
    "B-LOC"     : 5,
    "I-LOC"     : 6,
    "B-GPE"     : 7,
    "I-GPE"     : 8,
    "B-PROD"    : 9,
    "I-PROD"    : 10,
    "B-TITLE"   : 11,
    "I-TITLE"   : 12,
    "B-EVENT"   : 13,
    "I-EVENT"   : 14,
    "B-DATE"    : 15,
    "I-DATE"    : 16,
    "B-TIME"    : 17,
    "I-TIME"    : 18,
    "B-MONEY"   : 19,
    "I-MONEY"   : 20,
    "B-PERCENT" : 21,
    "I-PERCENT" : 22
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "output_past": true,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "torch_dtype": "float32",
  "transformers_version": "4.16.2",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 50000
}