Attaching files and model outputs

As seen in the previous section by committing, source code and environment files are captured & uploaded. More files can be attached to the notebook such as files with helper code, output files/model checkpoints that the notebook is generating.

How to attach files?

jovian.commit(files=[], outputs=[])

What to include in the files argument?

The type of files which is required to run the notebook.

• Helper code (.py)

• Some input CSVs

What to include in the artifacts argument?

Any type of outputs that the notebook is generating.

• Saved model or weights (.h5, .pkl, .pth)

• Outputs, Submission CSVs

• Images outputs

Where to search for the files after committing?

All the attached files are listed under Files Tab.

Files can be:

1. Renamed

2. Downloaded

3. Deleted

4. View Raw

5. Uploaded