# tinker_cookbook.weights

| Function | Description |
| --- | --- |
| [`build_hf_model()`](https://tinker-docs.thinkingmachines.ai/cookbook/api-reference/weights/build_hf_model/) | Build a complete HuggingFace model from Tinker LoRA adapter weights. |
| [`download()`](https://tinker-docs.thinkingmachines.ai/cookbook/api-reference/weights/download/) | Download a checkpoint from Tinker storage to local disk. |
| [`publish_to_hf_hub()`](https://tinker-docs.thinkingmachines.ai/cookbook/api-reference/weights/publish_to_hf_hub/) | Push a model or adapter directory to HuggingFace Hub. |