Can you share some of the paths you've tried, what paths work locally and what paths don't work on Railway, and the errors you are getting.

There is the implementation locally and the initial error.

Those don't look like file path related errors to me?

Well, as I mentioned earlier, I superficially investigated, and it was suggested to me to check the issue with paths. Still, I continue testing, and if I find something, I will document it

This happens when I use a relative path.

This happens when I use an absolute path.

"Error al sincronizar el dataset:Layer 'simplernncell' expected 3 variables, but received 0 variables during loading. Expected: ['simplernn8/simplernncell/kernel:0', 'simplernn8/simplernncell/recurrentkernel:0', 'simplernn8/simplernn_cell/bias:0']"

English only, please.

Without knowing your project structure or your deployment strategy I would just be guessing, So I would recommend just keep debugging this, different paths, etc.

It's important to emphasize that this exception doesn't occur locally.

I'm sorry but that doesn't mean this isn't a code and or config issue.

If you are using a production environment, make sure that access permissions to the model and storage directories are correct and properly configured.

Could this be a reason? Since I consider Railway to be quite pragmatic with file exposure, in my opinion.

No, you aren't getting permission errors.

I understand, so I would have to validate the model construction itself to rule that out as well. Thank you very much for the clarifications and help.

Just had a thought, is the model in Git LFS? If so, Railway does not pull files from Git LFS.

The model is from TensorFlow, it's in '.joblib' format, and this is where I compiled it, so to speak.

from joblib import dump
dump(bestrfmodel, 'model.joblib')

I'm sorry but that doesn't answer my question.

No, the model is in its original extension, I just verified it, or at least I think so, but yes, I uploaded the binary to the repository

I'm sorry but that doesn't quite answer my question.

Well, I wouldn't know exactly when GitHub or Git does it through Git LFS, so I would believe it's not that type of file. How could I check it? I think I didn't attach a screenshot in my previous response.
I think the attachment limit has been exceeded.

No worries if you don't know what Git LFS is or what it entails, that's why GitHub writes documentation!

PS C:\ProyectosSChang\VictoriaAPI> git lfs ls-files PS C:\ProyectosSChang\VictoriaAPI>
PS C:\ProyectosSChang\VictoriaAPI> git lfs ls-files PS C:\ProyectosSChang\VictoriaAPI>

I think I have ruled out that possibility

How big is the modal file?

144 kb

Alright, then this goes back to code and or config issue.

That's right, I will validate that tomorrow, I will keep you informed

Sounds good!