[`~PreTrainedModel.from_pretrained`].

        Example:

        ```py
        import torch
        from transformers import LocalAgent

        agent = LocalAgent.from_pretrained("bigcode/starcoder", device_map="auto", torch_dtype=torch.bfloat16)
        agent.run("Draw me a picture of rivers and lakes.")
        ```
        )