@ancient-wolf-19325 how to save a made in your directory?

I'm here to help with questions about Flyte. Could you please provide more details or rephrase your question so I can assist you better? 👍 0 button 👎 0 button 💡 Hint: Mention @runllm in the thread for followups.

How to save your model file in your local directory instead of flyte disk

To save a model file in your local directory instead of Flyte's default storage, you can specify the local path directly in your Flyte task. When defining the task, ensure that the output path is set to a local directory. Here's an example using Flyte's Python SDK:

from flytekit import task, workflow
import torch

@task
def save_model_locally(model, local_path: str) -> str:
    torch.save(model.state_dict(), local_path)
    return local_path

@workflow
def model_workflow() -> str:
    model = ...  # Your model initialization
    local_path = "/path/to/local/directory/model.pth"
    return save_model_locally(model=model, local_path=local_path)

This code saves the model to a specified local directory. Would you like more details on this process or any other aspect of Flyte? Sources: - https://github.com/flyteorg/flytekit/blob/master/tests/flytekit/unit/core/test_local_raw_container.py - https://github.com/flyteorg/flytesnacks/blob/master/examples/kfpytorch_plugin/kfpytorch_plugin/pytorch_lightning_mnist_autoencoder.py 👍 0 button 👎 0 button 💡 Hint: Mention @runllm in the thread for followups.