{
  "id": "scientific/pytorch-lightning",
  "version": "1.0.0",
  "name": "pytorch-lightning",
  "description": "Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training.",
  "domain": "scientific",
  "source": "external",
  "tools": [],
  "exitStates": [
    "success",
    "failure"
  ],
  "inputSchema": {},
  "outputSchema": {},
  "temperature": 0,
  "tags": [
    "scientific",
    "imported",
    "community"
  ],
  "platforms": {
    "claude": {
      "license": "Apache-2.0 license",
      "triggers": [
        "help with pytorch lightning",
        "data analysis"
      ]
    },
    "cursor": {},
    "skeneflow": {}
  }
}
