{
  "selected_method": "full_finetuning",
  "comparison": [
    {
      "method": "partial_finetuning",
      "best_epoch": 3,
      "best_val_f1": 58.37301797522163,
      "trainable_parameters": 14177282,
      "total_parameters": 108893186,
      "frozen_parameters_verified": true,
      "train_seconds": 305.73657120007556,
      "peak_allocated_gpu_bytes": 838847488,
      "test_exact_match": 47.8,
      "test_f1": 61.74906537716013,
      "test_loss": 1.9262970177410859,
      "selected": false
    },
    {
      "method": "full_finetuning",
      "best_epoch": 3,
      "best_val_f1": 77.28249836283702,
      "trainable_parameters": 108893186,
      "total_parameters": 108893186,
      "frozen_parameters_verified": false,
      "train_seconds": 845.9825941000599,
      "peak_allocated_gpu_bytes": 2699117056,
      "test_exact_match": 73.6,
      "test_f1": 83.27740228969499,
      "test_loss": 1.2625670313247905,
      "selected": true
    }
  ],
  "test_used_for_selection": false
}