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bert-base-multilingual-cased-pos-english

Token Classification
Transformers
PyTorch
English
bert
part-of-speech
finetuned
Inference Endpoints
Model card Files Community
6
bert-base-multilingual-cased-pos-english
File size: 2,115 Bytes 
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{
  "architectures": [
    "BertForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "directionality": "bidi",
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "O",
    "1": "``",
    "2": ",",
    "3": ":",
    "4": ".",
    "5": "''",
    "6": "$",
    "7": "#",
    "8": "CC",
    "9": "CD",
    "10": "DT",
    "11": "EX",
    "12": "FW",
    "13": "IN",
    "14": "JJ",
    "15": "JJR",
    "16": "JJS",
    "17": "-LRB-",
    "18": "LS",
    "19": "MD",
    "20": "NN",
    "21": "NNP",
    "22": "NNPS",
    "23": "NNS",
    "24": "PDT",
    "25": "POS",
    "26": "PRP",
    "27": "PRP$",
    "28": "RB",
    "29": "RBR",
    "30": "RBS",
    "31": "RP",
    "32": "-RRB-",
    "33": "SYM",
    "34": "TO",
    "35": "UH",
    "36": "VB",
    "37": "VBD",
    "38": "VBG",
    "39": "VBN",
    "40": "VBP",
    "41": "VBZ",
    "42": "WDT",
    "43": "WP",
    "44": "WP$",
    "45": "WRB"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "#": 7,
    "$": 6,
    "''": 5,
    ",": 2,
    "-LRB-": 17,
    "-RRB-": 32,
    ".": 4,
    ":": 3,
    "CC": 8,
    "CD": 9,
    "DT": 10,
    "EX": 11,
    "FW": 12,
    "IN": 13,
    "JJ": 14,
    "JJR": 15,
    "JJS": 16,
    "LS": 18,
    "MD": 19,
    "NN": 20,
    "NNP": 21,
    "NNPS": 22,
    "NNS": 23,
    "O": 0,
    "PDT": 24,
    "POS": 25,
    "PRP": 26,
    "PRP$": 27,
    "RB": 28,
    "RBR": 29,
    "RBS": 30,
    "RP": 31,
    "SYM": 33,
    "TO": 34,
    "UH": 35,
    "VB": 36,
    "VBD": 37,
    "VBG": 38,
    "VBN": 39,
    "VBP": 40,
    "VBZ": 41,
    "WDT": 42,
    "WP": 43,
    "WP$": 44,
    "WRB": 45,
    "``": 1
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "pooler_fc_size": 768,
  "pooler_num_attention_heads": 12,
  "pooler_num_fc_layers": 3,
  "pooler_size_per_head": 128,
  "pooler_type": "first_token_transform",
  "type_vocab_size": 2,
  "vocab_size": 119547
}