task_config.json

{
  "task_name": "named_entity_recognition",
  "model_type": "token_classification",
  "num_labels": 19,
  "label_names": [
    "O",
    "B-PER",
    "I-PER",
    "B-ORG",
    "I-ORG",
    "B-LOC",
    "I-LOC",
    "B-DATE",
    "I-DATE",
    "B-TIME",
    "I-TIME",
    "B-WORK",
    "I-WORK",
    "B-EVENT",
    "I-EVENT",
    "B-LANG",
    "I-LANG",
    "B-MISC",
    "I-MISC"
  ],
  "max_length": 256,
  "training": {
    "num_epochs": 20,
    "batch_size": 16,
    "learning_rate": 3e-5,
    "warmup_ratio": 0.1,
    "weight_decay": 0.01
  }
}