|
{ |
|
"_name_or_path": "microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext", |
|
"architectures": [ |
|
"BertForTokenClassification" |
|
], |
|
"attention_probs_dropout_prob": 0.1, |
|
"classifier_dropout": null, |
|
"hidden_act": "gelu", |
|
"hidden_dropout_prob": 0.1, |
|
"hidden_size": 768, |
|
"id2label": { |
|
"0": "B-Organism_subdivision", |
|
"1": "I-Pathological_formation", |
|
"2": "I-Anatomical_system", |
|
"3": "B-Immaterial_anatomical_entity", |
|
"4": "I-GGP", |
|
"5": "I-Organism", |
|
"6": "I-CL", |
|
"7": "B-Organism", |
|
"8": "B-DNA", |
|
"9": "I-Gene_or_gene_product", |
|
"10": "I-Tissue", |
|
"11": "B-Developing_anatomical_structure", |
|
"12": "I-RNA", |
|
"13": "I-CHEBI", |
|
"14": "B-Multi-tissue_structure", |
|
"15": "I-DNA", |
|
"16": "B-GO", |
|
"17": "O", |
|
"18": "B-Cell", |
|
"19": "I-Multi-tissue_structure", |
|
"20": "B-cell_type", |
|
"21": "I-Immaterial_anatomical_entity", |
|
"22": "B-RNA", |
|
"23": "B-Cancer", |
|
"24": "I-Organism_subdivision", |
|
"25": "B-protein", |
|
"26": "B-Chemical", |
|
"27": "I-protein", |
|
"28": "I-Simple_chemical", |
|
"29": "I-Disease", |
|
"30": "I-Cellular_component", |
|
"31": "I-Chemical", |
|
"32": "B-Amino_acid", |
|
"33": "I-Organism_substance", |
|
"34": "I-Developing_anatomical_structure", |
|
"35": "I-SO", |
|
"36": "I-cell_type", |
|
"37": "B-Tissue", |
|
"38": "B-Organism_substance", |
|
"39": "B-GGP", |
|
"40": "B-cell_line", |
|
"41": "B-CHEBI", |
|
"42": "B-Organ", |
|
"43": "B-Gene_or_gene_product", |
|
"44": "I-Amino_acid", |
|
"45": "B-Taxon", |
|
"46": "I-GO", |
|
"47": "I-Organ", |
|
"48": "I-cell_line", |
|
"49": "I-Cancer", |
|
"50": "I-Cell", |
|
"51": "B-SO", |
|
"52": "B-Anatomical_system", |
|
"53": "B-CL", |
|
"54": "B-Simple_chemical", |
|
"55": "B-Disease", |
|
"56": "I-Taxon", |
|
"57": "B-Cellular_component", |
|
"58": "B-Pathological_formation" |
|
}, |
|
"initializer_range": 0.02, |
|
"intermediate_size": 3072, |
|
"label2id": { |
|
"B-Amino_acid": 32, |
|
"B-Anatomical_system": 52, |
|
"B-CHEBI": 41, |
|
"B-CL": 53, |
|
"B-Cancer": 23, |
|
"B-Cell": 18, |
|
"B-Cellular_component": 57, |
|
"B-Chemical": 26, |
|
"B-DNA": 8, |
|
"B-Developing_anatomical_structure": 11, |
|
"B-Disease": 55, |
|
"B-GGP": 39, |
|
"B-GO": 16, |
|
"B-Gene_or_gene_product": 43, |
|
"B-Immaterial_anatomical_entity": 3, |
|
"B-Multi-tissue_structure": 14, |
|
"B-Organ": 42, |
|
"B-Organism": 7, |
|
"B-Organism_subdivision": 0, |
|
"B-Organism_substance": 38, |
|
"B-Pathological_formation": 58, |
|
"B-RNA": 22, |
|
"B-SO": 51, |
|
"B-Simple_chemical": 54, |
|
"B-Taxon": 45, |
|
"B-Tissue": 37, |
|
"B-cell_line": 40, |
|
"B-cell_type": 20, |
|
"B-protein": 25, |
|
"I-Amino_acid": 44, |
|
"I-Anatomical_system": 2, |
|
"I-CHEBI": 13, |
|
"I-CL": 6, |
|
"I-Cancer": 49, |
|
"I-Cell": 50, |
|
"I-Cellular_component": 30, |
|
"I-Chemical": 31, |
|
"I-DNA": 15, |
|
"I-Developing_anatomical_structure": 34, |
|
"I-Disease": 29, |
|
"I-GGP": 4, |
|
"I-GO": 46, |
|
"I-Gene_or_gene_product": 9, |
|
"I-Immaterial_anatomical_entity": 21, |
|
"I-Multi-tissue_structure": 19, |
|
"I-Organ": 47, |
|
"I-Organism": 5, |
|
"I-Organism_subdivision": 24, |
|
"I-Organism_substance": 33, |
|
"I-Pathological_formation": 1, |
|
"I-RNA": 12, |
|
"I-SO": 35, |
|
"I-Simple_chemical": 28, |
|
"I-Taxon": 56, |
|
"I-Tissue": 10, |
|
"I-cell_line": 48, |
|
"I-cell_type": 36, |
|
"I-protein": 27, |
|
"O": 17 |
|
}, |
|
"layer_norm_eps": 1e-12, |
|
"max_position_embeddings": 512, |
|
"model_type": "bert", |
|
"num_attention_heads": 12, |
|
"num_hidden_layers": 12, |
|
"pad_token_id": 0, |
|
"position_embedding_type": "absolute", |
|
"transformers_version": "4.34.0", |
|
"type_vocab_size": 2, |
|
"use_cache": true, |
|
"vocab_size": 30522 |
|
} |
|
|