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Setup
Glossary
Natural Language Processing (NLP)
Fully fine-tune an LLM to do structrued data extraction
Build a custom text classification model and demo
Computer Vision
Build a custom object detection model and demo
Fine-tune a Small VLM to do structured data extraction
RAG - Retrieval-Augmented Generation
Build a multimodal RAG pipeline with NVIDIA Nemotron models
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Quarto misc
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Move todo.md into index.md for easier navigation (one file is enough)
Add “getting setup” file to get started locally with the required dependencies
Add text classification dataset creation notebook (so people can see where the data comes from)
Add a Hugging Face ecosystem overview (transformers, datasets, tokenizers, torch, Hugging Face Hub, Hugging Face Spaces, etc.)
Add a fav icon
Make code-only versions of notebooks? e.g. text stripped away and only code is left
Quarto misc
Create share cards - https://quarto.org/docs/websites/website-tools.html#twitter-cards
See here for share image - https://quarto.org/docs/websites/website-tools.html#preview-images
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