Huggingface dataconfig

[dfulu]

Pull Request

Add functionality so that the data config will be uploaded to huggingface alongside the model config and weights. This should make it easier to keep the datapipe and model aligned.

• Added to training script so when model is trained the data config is saved with the model checkpoints
• Added to base_model and checkpoint_to_huggingface so when saving the model, the data config is saved alongside the model weights and the model config. The data config is stripped of local paths before uploading.
• Add function which can be used to pull the model config from huggingface. This will be used from the app

Checklist:

• [x] My code follows OCF's coding style guidelines
• [x] I have performed a self-review of my own code
• [x] I have made corresponding changes to the documentation
• [ ] I have added tests that prove my fix is effective or that my feature works
• [x] I have checked my code and corrected any misspellings

[codecov[bot]]

Codecov Report

Merging #89 (a243308) into main (0ba2c1d) will decrease coverage by 0.68%. Report is 13 commits behind head on main. The diff coverage is 18.75%.

@@            Coverage Diff             @@
##             main      #89      +/-   ##
==========================================
- Coverage   50.55%   49.87%   -0.68%     
==========================================
  Files          23       23              
  Lines        1614     1644      +30     
==========================================
+ Hits          816      820       +4     
- Misses        798      824      +26     

Files	Coverage Δ
pvnet/__init__.py	100.00% <100.00%> (ø)
pvnet/models/multimodal/multimodal.py	95.60% <ø> (ø)
pvnet/models/multimodal/site_encoders/encoders.py	95.83% <ø> (ø)
pvnet/training.py	0.00% <0.00%> (ø)
pvnet/models/base_model.py	33.33% <20.00%> (-2.16%)	:arrow_down:

:mega: We’re building smart automated test selection to slash your CI/CD build times. Learn more