deberta-pii-finetuned / config.json
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{
"_name_or_path": "microsoft/deberta-v3-base",
"architectures": [
"DebertaV2ForTokenClassification"
],
"attention_probs_dropout_prob": 0.1,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "B-NAME_STUDENT",
"1": "B-URL_PERSONAL",
"2": "B-ID_NUM",
"3": "B-STREET_ADDRESS",
"4": "B-PHONE_NUM",
"5": "B-EMAIL",
"6": "B-USERNAME",
"7": "I-NAME_STUDENT",
"8": "I-URL_PERSONAL",
"9": "I-ID_NUM",
"10": "I-STREET_ADDRESS",
"11": "I-PHONE_NUM",
"12": "O"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"B-EMAIL": 5,
"B-ID_NUM": 2,
"B-NAME_STUDENT": 0,
"B-PHONE_NUM": 4,
"B-STREET_ADDRESS": 3,
"B-URL_PERSONAL": 1,
"B-USERNAME": 6,
"I-ID_NUM": 9,
"I-NAME_STUDENT": 7,
"I-PHONE_NUM": 11,
"I-STREET_ADDRESS": 10,
"I-URL_PERSONAL": 8,
"O": 12
},
"layer_norm_eps": 1e-07,
"max_position_embeddings": 512,
"max_relative_positions": -1,
"model_type": "deberta-v2",
"norm_rel_ebd": "layer_norm",
"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": [
"p2c",
"c2p"
],
"position_biased_input": false,
"position_buckets": 256,
"relative_attention": true,
"share_att_key": true,
"torch_dtype": "float32",
"transformers_version": "4.37.2",
"type_vocab_size": 0,
"vocab_size": 128100
}