Christian Bernhard issues

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                                            Christian Bernhard

Typo in Update index.mdx

Typo fine-tune-llms-in-2025.ipynb

Added crucial comment in fine-tune-embedding-model-for-rag.ipynb

- added a valuable comment, as one codesnippet was really confusing, as we used the test and train-splits for the document pool but we have to treat both as `train`...

Fixed typo in fine-tune-embedding-model-for-rag.ipynb

fixing a "crucial" typo `sentence-transforemrs`-> `sentence-transformers`