{
  "base_model": "HuggingFaceTB/SmolVLM-256M-Instruct",
  "method": "layer_pruning_shortgpt_bi_score",
  "layers_removed": [
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    12,
    13,
    14
  ],
  "n_layers_original": 30,
  "n_layers_remaining": 26,
  "params_before_M": 256.5,
  "params_after_M": 242.3,
  "param_reduction_pct": 5.5,
  "benchmarks": {
    "vqav2": {
      "accuracy": 0.0333,
      "avg_latency_s": 0.3427,
      "peak_memory_mb": 1891.1,
      "avg_memory_mb": 1881.5,
      "throughput_sps": 2.916,
      "avg_power_w": 107.9,
      "avg_gpu_util_pct": 16.6,
      "n_samples": 50,
      "n_evaluated": 50,
      "n_skipped": 0,
      "all_failed": false,
      "zero_accuracy_warning": false,
      "metrics": {
        "exact_match": 0.0333,
        "contains": 0.04,
        "token_f1": 0.04,
        "bleu": 0.04,
        "rouge_l": 0.04
      }
    }
  }
}