pruning_info.json

{
  "base_model": "apple/FastVLM-1.5B",
  "method": "layer_pruning_shortgpt_bi_score",
  "layers_removed": [
    11,
    12,
    13,
    14
  ],
  "n_layers_original": 28,
  "n_layers_remaining": 24,
  "params_before_M": 1909.2,
  "params_after_M": 1722.1,
  "param_reduction_pct": 9.8,
  "benchmarks": {
    "vqav2": {
      "accuracy": 0.0,
      "avg_latency_s": 0.6425,
      "peak_memory_mb": 4825.1,
      "avg_memory_mb": 4782.0,
      "throughput_sps": 1.555,
      "avg_power_w": 144.4,
      "avg_gpu_util_pct": 37.2,
      "n_samples": 50,
      "n_evaluated": 50,
      "n_skipped": 0,
      "all_failed": false,
      "zero_accuracy_warning": true,
      "metrics": {
        "exact_match": 0.0,
        "contains": 0.54,
        "token_f1": 0.1875,
        "bleu": 0.1296,
        "rouge_l": 0.1875
      }
    }
  }
}