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cynthiachan
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finetuned-deberta-base-10pct

Token Classification
Transformers
PyTorch
deberta
Generated from Trainer
Inference Endpoints
Model card Files Community
1
finetuned-deberta-base-10pct
File size: 2,300 Bytes 
a23444c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_name_or_path": "microsoft/deberta-base",
  "architectures": [
    "DebertaForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "finetuning_task": "ner",
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "O",
    "1": "B-attackID",
    "2": "I-attackID",
    "3": "B-bitcoinAddr",
    "4": "I-bitcoinAddr",
    "5": "B-cve",
    "6": "I-cve",
    "7": "B-defenderThreat",
    "8": "I-defenderThreat",
    "9": "B-domain",
    "10": "I-domain",
    "11": "B-email",
    "12": "I-email",
    "13": "B-md5",
    "14": "I-md5",
    "15": "B-sha1",
    "16": "I-sha1",
    "17": "B-sha256",
    "18": "I-sha256",
    "19": "B-filepath",
    "20": "I-filepath",
    "21": "B-hostname",
    "22": "I-hostname",
    "23": "B-ipv4",
    "24": "I-ipv4",
    "25": "B-ipv6",
    "26": "I-ipv6",
    "27": "B-fingerprint",
    "28": "I-fingerprint",
    "29": "B-uri",
    "30": "I-uri",
    "31": "B-url",
    "32": "I-url",
    "33": "B-yara",
    "34": "I-yara"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "B-attackID": 1,
    "B-bitcoinAddr": 3,
    "B-cve": 5,
    "B-defenderThreat": 7,
    "B-domain": 9,
    "B-email": 11,
    "B-filepath": 19,
    "B-fingerprint": 27,
    "B-hostname": 21,
    "B-ipv4": 23,
    "B-ipv6": 25,
    "B-md5": 13,
    "B-sha1": 15,
    "B-sha256": 17,
    "B-uri": 29,
    "B-url": 31,
    "B-yara": 33,
    "I-attackID": 2,
    "I-bitcoinAddr": 4,
    "I-cve": 6,
    "I-defenderThreat": 8,
    "I-domain": 10,
    "I-email": 12,
    "I-filepath": 20,
    "I-fingerprint": 28,
    "I-hostname": 22,
    "I-ipv4": 24,
    "I-ipv6": 26,
    "I-md5": 14,
    "I-sha1": 16,
    "I-sha256": 18,
    "I-uri": 30,
    "I-url": 32,
    "I-yara": 34,
    "O": 0
  },
  "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": "4.21.2",
  "type_vocab_size": 0,
  "vocab_size": 50265
}