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deberta-finetuned-ner-microsoft-disaster

Token Classification
Transformers
TensorBoard
Safetensors
deberta
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
deberta-finetuned-ner-microsoft-disaster
File size: 2,619 Bytes 
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{
  "_name_or_path": "ML-GOD/deberta-finetuned-ner-microsoft-disaster",
  "architectures": [
    "DebertaForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "B-CTRY",
    "1": "B-NBHD",
    "2": "B-HPOI",
    "3": "I-DIST",
    "4": "I-CNTY",
    "5": "U-STAT",
    "6": "L-DIST",
    "7": "B-ST",
    "8": "I-OTHR",
    "9": "L-HPOI",
    "10": "L-OTHR",
    "11": "I-NPOI",
    "12": "L-CNTY",
    "13": "L-NBHD",
    "14": "B-CITY",
    "15": "I-NBHD",
    "16": "L-CITY",
    "17": "B-OTHR",
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    "20": "B-CONT",
    "21": "I-CTRY",
    "22": "I-CITY",
    "23": "O",
    "24": "U-HPOI",
    "25": "B-STAT",
    "26": "B-NPOI",
    "27": "U-ST",
    "28": "U-NPOI",
    "29": "L-CONT",
    "30": "U-CNTY",
    "31": "U-DIST",
    "32": "B-ISL",
    "33": "U-ISL",
    "34": "L-ST",
    "35": "U-CTRY",
    "36": "U-NBHD",
    "37": "I-ST",
    "38": "L-CTRY",
    "39": "I-STAT",
    "40": "B-CNTY",
    "41": "U-CONT",
    "42": "L-NPOI",
    "43": "L-STAT",
    "44": "B-DIST",
    "45": "L-ISL",
    "46": "I-ISL",
    "47": "U-CITY"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
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    "B-CNTY": 40,
    "B-CONT": 20,
    "B-CTRY": 0,
    "B-DIST": 44,
    "B-HPOI": 2,
    "B-ISL": 32,
    "B-NBHD": 1,
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    "B-OTHR": 17,
    "B-ST": 7,
    "B-STAT": 25,
    "I-CITY": 22,
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    "I-DIST": 3,
    "I-HPOI": 18,
    "I-ISL": 46,
    "I-NBHD": 15,
    "I-NPOI": 11,
    "I-OTHR": 8,
    "I-ST": 37,
    "I-STAT": 39,
    "L-CITY": 16,
    "L-CNTY": 12,
    "L-CONT": 29,
    "L-CTRY": 38,
    "L-DIST": 6,
    "L-HPOI": 9,
    "L-ISL": 45,
    "L-NBHD": 13,
    "L-NPOI": 42,
    "L-OTHR": 10,
    "L-ST": 34,
    "L-STAT": 43,
    "O": 23,
    "U-CITY": 47,
    "U-CNTY": 30,
    "U-CONT": 41,
    "U-CTRY": 35,
    "U-DIST": 31,
    "U-HPOI": 24,
    "U-ISL": 33,
    "U-NBHD": 36,
    "U-NPOI": 28,
    "U-OTHR": 19,
    "U-ST": 27,
    "U-STAT": 5
  },
  "layer_norm_eps": 1e-07,
  "max_position_embeddings": 512,
  "max_relative_positions": -1,
  "model_type": "deberta",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "pooler_dropout": 0,
  "pooler_hidden_act": "gelu",
  "pooler_hidden_size": 768,
  "pos_att_type": [
    "c2p",
    "p2c"
  ],
  "position_biased_input": false,
  "relative_attention": true,
  "torch_dtype": "float32",
  "transformers_version": "4.42.3",
  "type_vocab_size": 0,
  "vocab_size": 50265
}