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resume_parsing_layoutlmv3

Token Classification
Transformers
PyTorch
layoutlmv3
Inference Endpoints
Model card Files Community
1
resume_parsing_layoutlmv3
File size: 2,060 Bytes 
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{
  "_name_or_path": "microsoft/layoutlmv3-large",
  "architectures": [
    "LayoutLMv3ForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "coordinate_size": 171,
  "eos_token_id": 2,
  "has_relative_attention_bias": true,
  "has_spatial_attention_bias": true,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 1024,
  "id2label": {
    "0": "person_name",
    "1": "dob_key",
    "2": "dob_value",
    "3": "gender_key",
    "4": "gender_value",
    "5": "phonenumber_key",
    "6": "phonenumber_value",
    "7": "email_key",
    "8": "email_value",
    "9": "address_key",
    "10": "address_value",
    "11": "socical_address_value",
    "12": "education",
    "13": "education_name",
    "14": "education_time",
    "15": "experience",
    "16": "experience_name",
    "17": "experience_time",
    "18": "information",
    "19": "undefined"
  },
  "initializer_range": 0.02,
  "input_size": 224,
  "intermediate_size": 4096,
  "label2id": {
    "address_key": 9,
    "address_value": 10,
    "dob_key": 1,
    "dob_value": 2,
    "education": 12,
    "education_name": 13,
    "education_time": 14,
    "email_key": 7,
    "email_value": 8,
    "experience": 15,
    "experience_name": 16,
    "experience_time": 17,
    "gender_key": 3,
    "gender_value": 4,
    "information": 18,
    "person_name": 0,
    "phonenumber_key": 5,
    "phonenumber_value": 6,
    "socical_address_value": 11,
    "undefined": 19
  },
  "layer_norm_eps": 1e-05,
  "max_2d_position_embeddings": 1024,
  "max_position_embeddings": 514,
  "max_rel_2d_pos": 256,
  "max_rel_pos": 128,
  "model_type": "layoutlmv3",
  "num_attention_heads": 16,
  "num_channels": 3,
  "num_hidden_layers": 24,
  "pad_token_id": 1,
  "patch_size": 16,
  "rel_2d_pos_bins": 64,
  "rel_pos_bins": 32,
  "second_input_size": 112,
  "shape_size": 170,
  "text_embed": true,
  "torch_dtype": "float32",
  "transformers_version": "4.27.4",
  "type_vocab_size": 1,
  "visual_embed": true,
  "vocab_size": 50265
}