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bert-base-ner

Token Classification
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bert-base-ner
File size: 1,257 Bytes
9194b85
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "library_name": "lucid",
  "architecture": "bert_base_token_cls",
  "model_type": "bert",
  "task": "token-classification",
  "config": {
    "vocab_size": 28996,
    "hidden_size": 768,
    "num_hidden_layers": 12,
    "num_attention_heads": 12,
    "intermediate_size": 3072,
    "hidden_act": "gelu",
    "max_position_embeddings": 512,
    "pad_token_id": 0,
    "bos_token_id": null,
    "eos_token_id": null,
    "hidden_dropout": 0.1,
    "attention_dropout": 0.1,
    "initializer_range": 0.02,
    "layer_norm_eps": 1e-12,
    "tie_word_embeddings": true,
    "use_cache": true,
    "type_vocab_size": 2,
    "position_embedding_type": "absolute",
    "num_labels": 9,
    "classifier_dropout": null
  },
  "preprocessing": {
    "tokenizer_class": "BERTTokenizer",
    "vocab_size": 28996,
    "do_lower_case": false,
    "max_length": 512
  },
  "weights": {
    "tag": "CONLL2003",
    "num_classes": 9,
    "license": "mit",
    "source": "transformers/dslim/bert-base-NER",
    "num_params": 108317193,
    "recipe": "HuggingFace/dslim/bert-base-NER",
    "metrics": {
      "conll2003": {
        "f1": 91.3
      }
    },
    "sha256": "9c40b1e767a636302bb5aa2cb1a9ef659bfc3804c468d10de0117962ca50b329",
    "file_size_mb": 413.22
  }
}