Updated to version 2025

It doesn't look like this got pushed to main? datasets.load_dataset("ncbi/pubmed") is still trying to pull from 2024.

Please forgive me if this is incorrect, this is my first foray into the Hugging Face universe.

@Pidem , thank you for your work on this!

Agree with @genmount The script for fetching data used with datsets==3.6.0 is still expect to access to the database of the 2024.

The possible workaround for using it is to navigate to .cache/huggingface/... and manually change the URL here:
https://huggingface.co/datasets/ncbi/pubmed/blob/main/pubmed.py#L40

Ready to merge
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