{
  "task_type": "multi_label_intent_detection",
  "base_model": "hfl/chinese-macbert-base",
  "epochs": 12,
  "batch_size": 8,
  "learning_rate": 2e-05,
  "threshold": 0.5,
  "top_k": 4,
  "train_size": 862,
  "dev_size": 236,
  "label_count": 34,
  "labels": [
    "cabin_ac_off",
    "cabin_ac_on",
    "cabin_defog_front_on",
    "cabin_defog_rear_on",
    "cabin_fan_down",
    "cabin_fan_up",
    "cabin_lights_off",
    "cabin_lights_on",
    "cabin_lock_doors",
    "cabin_mirror_fold",
    "cabin_mirror_unfold",
    "cabin_nav_cancel",
    "cabin_nav_to",
    "cabin_next_track",
    "cabin_pause_music",
    "cabin_play_music",
    "cabin_previous_track",
    "cabin_seat_heat_off",
    "cabin_seat_heat_on",
    "cabin_set_ac",
    "cabin_sunroof_close",
    "cabin_sunroof_open",
    "cabin_unlock_doors",
    "cabin_volume_down",
    "cabin_volume_mute",
    "cabin_volume_up",
    "cabin_window_close",
    "cabin_window_open",
    "cabin_wiper_off",
    "cabin_wiper_on",
    "cs_cancel_order",
    "cs_query_logistics",
    "cs_query_order",
    "cs_transfer_human"
  ],
  "best_dev_metrics": {
    "micro_precision": 1.0,
    "micro_recall": 0.9929,
    "micro_f1": 0.9964,
    "exact_match": 0.9915,
    "recall_at_k": 1.0
  },
  "device": "mps"
}