{ "model_type": "biobbc", "architecture": "BERT-BiLSTM-CRF", "bert_model": "dmis-lab/biobert-base-cased-v1.2", "hidden_dim": 512, "num_layers": 2, "num_labels": 3, "dropout": 0.3, "use_char_embeddings": true, "use_pos_embeddings": true, "use_domain_embeddings": true, "char_embedding_dim": 50, "char_hidden_dim": 50, "pos_embedding_dim": 25, "domain_embedding_dim": 200, "max_len": 128, "labels": [ "O", "B-BIOMARKER", "I-BIOMARKER" ], "label2id": { "O": 0, "B-BIOMARKER": 1, "I-BIOMARKER": 2 }, "id2label": { "0": "O", "1": "B-BIOMARKER", "2": "I-BIOMARKER" }, "best_f1": 0.9733980431340997, "best_epoch": 5, "total_epochs_trained": 5 }