Token Classification
Transformers
Safetensors
English
roberta
named-entity-recognition
biomedical-nlp
cancer-genetics
oncology
gene-regulation
cancer-research
amino_acid
anatomical_system
cancer
cell
cellular_component
developing_anatomical_structure
gene_or_gene_product
immaterial_anatomical_entity
multi-tissue_structure
organ
organism
organism_subdivision
organism_substance
pathological_formation
simple_chemical
tissue

feat: Upload fine-tuned medical NER model OpenMed-NER-OncologyDetect-SuperMedical-125M
945f3a6
verified
{ | |
"architectures": [ | |
"RobertaForTokenClassification" | |
], | |
"attention_probs_dropout_prob": 0.2, | |
"bos_token_id": 0, | |
"classifier_dropout": 0.2, | |
"eos_token_id": 2, | |
"hidden_act": "gelu", | |
"hidden_dropout_prob": 0.2, | |
"hidden_size": 768, | |
"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, | |
"intermediate_size": 3072, | |
"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 | |
}, | |
"layer_norm_eps": 1e-07, | |
"max_position_embeddings": 514, | |
"model_type": "roberta", | |
"num_attention_heads": 12, | |
"num_hidden_layers": 12, | |
"pad_token_id": 1, | |
"position_embedding_type": "absolute", | |
"torch_dtype": "bfloat16", | |
"transformers_version": "4.51.2", | |
"type_vocab_size": 1, | |
"use_cache": true, | |
"vocab_size": 50265 | |
} | |