MeDeBERTa / config.json
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v2: new checkpoint + updated metrics + changelog
71a0d82
{
"architectures": [
"DebertaV2ForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 384,
"id2label": {
"0": "any_code",
"1": "any_icd",
"2": "articles",
"3": "causes",
"4": "certain cpt",
"5": "certain g-code",
"6": "certain hcpcs",
"7": "certain icd 10",
"8": "certain icd 9",
"9": "contexts",
"10": "contraindications precautions",
"11": "cpt",
"12": "description",
"13": "diagnosis need for treatment",
"14": "g-code",
"15": "hcpcs",
"16": "icd 10",
"17": "icd 9",
"18": "indicatons",
"19": "pathogenesis",
"20": "patient education",
"21": "prognosis",
"22": "references",
"23": "reimbursement",
"24": "relations",
"25": "risk factors",
"26": "rule out",
"27": "symptoms",
"28": "synonyms",
"29": "test",
"30": "treatment summary"
},
"initializer_range": 0.02,
"intermediate_size": 1536,
"label2id": {
"any_code": 0,
"any_icd": 1,
"articles": 2,
"causes": 3,
"certain cpt": 4,
"certain g-code": 5,
"certain hcpcs": 6,
"certain icd 10": 7,
"certain icd 9": 8,
"contexts": 9,
"contraindications precautions": 10,
"cpt": 11,
"description": 12,
"diagnosis need for treatment": 13,
"g-code": 14,
"hcpcs": 15,
"icd 10": 16,
"icd 9": 17,
"indicatons": 18,
"pathogenesis": 19,
"patient education": 20,
"prognosis": 21,
"references": 22,
"reimbursement": 23,
"relations": 24,
"risk factors": 25,
"rule out": 26,
"symptoms": 27,
"synonyms": 28,
"test": 29,
"treatment summary": 30
},
"layer_norm_eps": 1e-07,
"legacy": true,
"max_position_embeddings": 512,
"max_relative_positions": -1,
"model_type": "deberta-v2",
"norm_rel_ebd": "layer_norm",
"num_attention_heads": 6,
"num_hidden_layers": 12,
"pad_token_id": 0,
"pooler_dropout": 0,
"pooler_hidden_act": "gelu",
"pooler_hidden_size": 384,
"pos_att_type": [
"p2c",
"c2p"
],
"position_biased_input": false,
"position_buckets": 256,
"relative_attention": true,
"share_att_key": true,
"torch_dtype": "float32",
"transformers_version": "4.53.2",
"type_vocab_size": 0,
"vocab_size": 128100
}