{ "_name_or_path": "/media/bramiozo/Storage2/DATA/NER/DT4H_results/NL/CardioBerta_clinical/multilabel_iob_128_centered/fold_7", "architectures": [ "RobertaForTokenClassification" ], "attention_probs_dropout_prob": 0.1, "bos_token_id": 0, "classifier_dropout": null, "eos_token_id": 2, "freeze_backbone": false, "gradient_checkpointing": false, "hidden_act": "gelu", "hidden_dropout_prob": 0.1, "hidden_size": 768, "id2label": { "0": "O", "1": "B-DISEASE", "2": "I-DISEASE", "3": "B-MEDICATION", "4": "I-MEDICATION", "5": "B-SYMPTOM", "6": "I-SYMPTOM", "7": "B-PROCEDURE", "8": "I-PROCEDURE" }, "initializer_range": 0.02, "intermediate_size": 3072, "label2id": { "B-DISEASE": 1, "B-MEDICATION": 3, "B-PROCEDURE": 7, "B-SYMPTOM": 5, "I-DISEASE": 2, "I-MEDICATION": 4, "I-PROCEDURE": 8, "I-SYMPTOM": 6, "O": 0 }, "layer_norm_eps": 1e-12, "max_position_embeddings": 514, "model_arguments": { "classifier_dropout": null, "freeze_backbone": false, "max_length": 128 }, "model_type": "roberta", "num_attention_heads": 12, "num_hidden_layers": 12, "pad_token_id": 1, "position_embedding_type": "absolute", "torch_dtype": "bfloat16", "training_arguments": { "eval_strategy": "epoch", "fp16": true, "gradient_accumulation_steps": 1, "learning_rate": 1e-05, "logging_dir": "/media/bramiozo/Storage2/DATA/NER/DT4H_results/NL/CardioBerta_clinical/multilabel_iob_128_centered/fold_7/logs", "logging_steps": 256, "logging_strategy": "steps", "metric_for_best_model": "f1_macro", "num_train_epochs": 20, "output_dir": "/media/bramiozo/Storage2/DATA/NER/DT4H_results/NL/CardioBerta_clinical/multilabel_iob_128_centered/fold_7", "per_device_eval_batch_size": 48, "per_device_train_batch_size": 48, "report_to": "tensorboard", "run_name": "CardioNER", "save_strategy": "best", "save_total_limit": 1, "use_cpu": false, "weight_decay": 0.0001 }, "transformers_version": "4.48.0", "type_vocab_size": 1, "use_cache": true, "vocab_size": 52000 }