{
  "backend": "transformers",
  "backend_ready": true,
  "dependency_status": {
    "mlx": false,
    "mlx_lm": false,
    "torch": true,
    "transformers": true
  },
  "machine": "arm64",
  "platform": "macOS-26.3-arm64-arm-64bit",
  "python_supported_for_torch": true,
  "python_version": "3.11.14",
  "ready_for_local_head_training": true,
  "reasons": [],
  "recommendations": [
    "run a frozen-backbone head-training smoke before enabling LoRA or backbone updates"
  ],
  "require_gpu": false,
  "schema_version": "mempool.qwen_training_readiness.v1"
}