{
  "model": "Qwen/Qwen3.5-27B",
  "domain": "code",
  "strategy": "experiential_plasticity",
  "pruning_level": 0.3,
  "cycles": 2,
  "training_steps": 500,
  "baseline_ppl": 3.0711,
  "final_ppl": 2.9624,
  "improvement_pct": 3.54,
  "forged_at": "2026-03-27T20:29:26-0500",
  "device": "NVIDIA GeForce RTX 5090",
  "tier": "C",
  "load_4bit": true,
  "training_data": "m-a-p/CodeFeedback-Filtered-Instruction",
  "training_method": "LoRA (r=16, alpha=32)",
  "batch_size": 1,
  "grad_accum_steps": 8,
  "seq_len": 256,
  "cycle_results": [
    {
      "cycle": 1,
      "post_prune_ppl": 1.0,
      "post_train_ppl": 1.0,
      "improvement_vs_baseline_pct": 0.0
    },
    {
      "cycle": 2,
      "post_prune_ppl": 1.0,
      "post_train_ppl": 1.0,
      "improvement_vs_baseline_pct": 0.0
    }
  ],
  "hardware_targets": [
    {
      "device": "MacBook Pro 32GB",
      "format": "fp16",
      "verified": true
    },
    {
      "device": "RTX 3090 24GB",
      "format": "fp16",
      "verified": true
    }
  ]
}