judithrosell's picture
Training in progress, epoch 0
43b5f47
{
"_name_or_path": "medicalai/ClinicalBERT",
"activation": "gelu",
"architectures": [
"DistilBertForTokenClassification"
],
"attention_dropout": 0.1,
"dim": 768,
"dropout": 0.1,
"hidden_dim": 3072,
"id2label": {
"0": "B-Amino_acid",
"1": "B-Anatomical_system",
"2": "B-Cancer",
"3": "B-Cell",
"4": "B-Cellular_component",
"5": "B-Developing_anatomical_structure",
"6": "B-Gene_or_gene_product",
"7": "B-Immaterial_anatomical_entity",
"8": "B-Multi-tissue_structure",
"9": "B-Organ",
"10": "B-Organism",
"11": "B-Organism_subdivision",
"12": "B-Organism_substance",
"13": "B-Pathological_formation",
"14": "B-Simple_chemical",
"15": "B-Tissue",
"16": "I-Amino_acid",
"17": "I-Anatomical_system",
"18": "I-Cancer",
"19": "I-Cell",
"20": "I-Cellular_component",
"21": "I-Developing_anatomical_structure",
"22": "I-Gene_or_gene_product",
"23": "I-Immaterial_anatomical_entity",
"24": "I-Multi-tissue_structure",
"25": "I-Organ",
"26": "I-Organism",
"27": "I-Organism_subdivision",
"28": "I-Organism_substance",
"29": "I-Pathological_formation",
"30": "I-Simple_chemical",
"31": "I-Tissue",
"32": "O"
},
"initializer_range": 0.02,
"label2id": {
"B-Amino_acid": 0,
"B-Anatomical_system": 1,
"B-Cancer": 2,
"B-Cell": 3,
"B-Cellular_component": 4,
"B-Developing_anatomical_structure": 5,
"B-Gene_or_gene_product": 6,
"B-Immaterial_anatomical_entity": 7,
"B-Multi-tissue_structure": 8,
"B-Organ": 9,
"B-Organism": 10,
"B-Organism_subdivision": 11,
"B-Organism_substance": 12,
"B-Pathological_formation": 13,
"B-Simple_chemical": 14,
"B-Tissue": 15,
"I-Amino_acid": 16,
"I-Anatomical_system": 17,
"I-Cancer": 18,
"I-Cell": 19,
"I-Cellular_component": 20,
"I-Developing_anatomical_structure": 21,
"I-Gene_or_gene_product": 22,
"I-Immaterial_anatomical_entity": 23,
"I-Multi-tissue_structure": 24,
"I-Organ": 25,
"I-Organism": 26,
"I-Organism_subdivision": 27,
"I-Organism_substance": 28,
"I-Pathological_formation": 29,
"I-Simple_chemical": 30,
"I-Tissue": 31,
"O": 32
},
"max_position_embeddings": 512,
"model_type": "distilbert",
"n_heads": 12,
"n_layers": 6,
"output_past": true,
"pad_token_id": 0,
"qa_dropout": 0.1,
"seq_classif_dropout": 0.2,
"sinusoidal_pos_embds": false,
"tie_weights_": true,
"torch_dtype": "float32",
"transformers_version": "4.35.2",
"vocab_size": 119547
}