chunk_content: formers import (
      AutoModelForTokenClassification,
      AutoTokenizer,
      DataCollatorForTokenClassification,
      TrainingArguments,
      Trainer,
  )
  from peft import get_peft_config, PeftModel, PeftConfig, get_peft_model, LoraConfig, TaskType
  import evaluate
  import torch
  import numpy as np
  
  model_checkpoint = "roberta-large"
  lr = 1e-3
  batch_size = 16
  num_epochs = 10
  
  Load dataset and metric
  	
  The BioNLP2004 dataset includes tokens and tags fo