Meta cat upd

[shubham-s-agarwal]

Improved documentation by addressing:

• saving model by overwriting the existing one as default
• mentioning the function that auto adjusts for variations in task and class names
• Added note that training from scratch is not recommended

[mart-r]

@shubham-s-agarwal perhaps you want to sync with main branch so as to avoid merge conflicts?

[mart-r]

This still has merge conflicts. Please sync / merge main into this and resolve them.

[shubham-s-agarwal]

Done!

[mart-r]

You also want to make the workflow run on a later runner. E.g
4001e88

Though technically it's a separate issue and would better fit in a separate PR. But we've not been that pedantic on WWC.

[mart-r]

Made some changes:

• Make workflow run on Ubuntu 24.04 (the 20.04 runners don't exist anymore)
• Bump dependency versions to medcat~=1.16.0 to avoid issues
• Allow python 3.12 on workflow, remove 3.8
• Update spacy versions to avoid conflicts
• Fix some issues due to pydantic update in medcat (1->2)

So now workflow runs and is successful.

@shubham-s-agarwal
Shouldn't have changed anything on your side, but do double check please.

[shubham-s-agarwal]

Looks good to me!
Shall I go ahead and merge?