Token Classification
Transformers
Safetensors
distilbert
Inference Endpoints
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Upload DistilBertForTokenClassification

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  1. config.json +99 -0
  2. model.safetensors +3 -0
config.json ADDED
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+ {
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+ "_name_or_path": "./models/best_model",
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+ "activation": "gelu",
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+ "architectures": [
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+ "DistilBertForTokenClassification"
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+ ],
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+ "attention_dropout": 0.1,
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+ "dim": 768,
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+ "dropout": 0.1,
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+ "hidden_dim": 3072,
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+ "id2label": {
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+ "0": "O",
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+ "1": "B-ACCOUNTNUM",
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+ "2": "I-ACCOUNTNUM",
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+ "3": "B-BUILDINGNUM",
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+ "4": "I-BUILDINGNUM",
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+ "5": "B-CITY",
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+ "6": "I-CITY",
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+ "7": "B-CREDITCARDNUMBER",
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+ "8": "I-CREDITCARDNUMBER",
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+ "9": "B-DATEOFBIRTH",
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+ "10": "I-DATEOFBIRTH",
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+ "11": "B-DRIVERLICENSENUM",
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+ "12": "I-DRIVERLICENSENUM",
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+ "13": "B-EMAIL",
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+ "14": "I-EMAIL",
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+ "15": "B-GIVENNAME",
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+ "16": "I-GIVENNAME",
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+ "17": "B-IDCARDNUM",
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+ "18": "I-IDCARDNUM",
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+ "19": "B-PASSWORD",
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+ "20": "I-PASSWORD",
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+ "21": "B-SOCIALNUM",
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+ "22": "I-SOCIALNUM",
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+ "23": "B-STREET",
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+ "24": "I-STREET",
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+ "25": "B-SURNAME",
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+ "26": "I-SURNAME",
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+ "27": "B-TAXNUM",
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+ "28": "I-TAXNUM",
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+ "29": "B-TELEPHONENUM",
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+ "30": "I-TELEPHONENUM",
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+ "31": "B-USERNAME",
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+ "32": "I-USERNAME",
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+ "33": "B-ZIPCODE",
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+ "34": "I-ZIPCODE"
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+ },
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+ "initializer_range": 0.02,
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+ "label2id": {
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+ "B-ACCOUNTNUM": 1,
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+ "B-BUILDINGNUM": 3,
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+ "B-CITY": 5,
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+ "B-CREDITCARDNUMBER": 7,
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+ "B-DATEOFBIRTH": 9,
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+ "B-DRIVERLICENSENUM": 11,
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+ "B-EMAIL": 13,
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+ "B-GIVENNAME": 15,
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+ "B-IDCARDNUM": 17,
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+ "B-PASSWORD": 19,
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+ "B-SOCIALNUM": 21,
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+ "B-STREET": 23,
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+ "B-SURNAME": 25,
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+ "B-TAXNUM": 27,
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+ "B-TELEPHONENUM": 29,
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+ "B-USERNAME": 31,
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+ "B-ZIPCODE": 33,
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+ "I-ACCOUNTNUM": 2,
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+ "I-BUILDINGNUM": 4,
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+ "I-CITY": 6,
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+ "I-CREDITCARDNUMBER": 8,
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+ "I-DATEOFBIRTH": 10,
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+ "I-DRIVERLICENSENUM": 12,
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+ "I-EMAIL": 14,
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+ "I-GIVENNAME": 16,
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+ "I-IDCARDNUM": 18,
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+ "I-PASSWORD": 20,
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+ "I-SOCIALNUM": 22,
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+ "I-STREET": 24,
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+ "I-SURNAME": 26,
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+ "I-TAXNUM": 28,
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+ "I-TELEPHONENUM": 30,
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+ "I-USERNAME": 32,
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+ "I-ZIPCODE": 34,
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+ "O": 0
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+ },
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+ "max_position_embeddings": 512,
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+ "model_type": "distilbert",
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+ "n_heads": 12,
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+ "n_layers": 6,
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+ "output_past": true,
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+ "pad_token_id": 0,
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+ "qa_dropout": 0.1,
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+ "seq_classif_dropout": 0.2,
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+ "sinusoidal_pos_embds": false,
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+ "tie_weights_": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.46.0",
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+ "vocab_size": 119547
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+ }
model.safetensors ADDED
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+ size 539056340