├── .gitignore ├── Datasets └── IMDB_Dataset.csv ├── Day1 ├── 0_NLP_TextPreprocessing.ipynb ├── 1706.03762v7.pdf ├── 1_Processing_IMDB_Reviews.ipynb ├── 2_LMMs.ipynb ├── Activity1_SpacySentimentAnalysis.ipynb ├── Prompt-Engineering-Lecture-Elvis.pdf ├── davechild_regular-expressions.pdf └── streamlit_starter │ ├── app.py │ ├── pages │ ├── 1_Sentiment_Analysis_HF.py │ └── 2_Sentiment_Analysis_Spacy.py │ └── requirements.txt ├── Day2 ├── 0_HF_Pipelines.ipynb ├── 1_Basic_Finetuning.ipynb ├── 2_Zero_Shot_Translation.ipynb ├── 3_Finetuninng_Gemma_2b_it.ipynb ├── 4_Inferencing_Finetuned_Model.ipynb └── roberto-nickson-N_V13fMHtiE-unsplash.jpg ├── Day3 └── AI-First-Chatbot-Template │ ├── Notebook-Links.md │ ├── README.md │ ├── app.py │ ├── config.toml │ ├── images │ ├── Meer.png │ └── White_AI Republic.png │ └── requirements.txt ├── Day4 └── Day4-Links ├── Day5 ├── Natural_Language_Generation_AIR.pdf ├── RAG_Datasets │ ├── Dentist.pdf │ └── financial-wellness-journal-english.pdf └── nlg-links.txt ├── Day6 └── Links.md ├── README.md └── Slides ├── Day 1_ Introduction to Large Language Models (LLMs) and NLP Basics.pdf ├── Day 2_1_Open-Source-LLMs-with-Hugging-Face.pdf └── Open-source-LLMs-finetuning.pdf /.gitignore: -------------------------------------------------------------------------------- 1 | 2 | .DS_Store 3 | -------------------------------------------------------------------------------- /Datasets/IMDB_Dataset.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AI-Republic-PH/AIR_AI_Engineering_Course/HEAD/Datasets/IMDB_Dataset.csv -------------------------------------------------------------------------------- /Day1/0_NLP_TextPreprocessing.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AI-Republic-PH/AIR_AI_Engineering_Course/HEAD/Day1/0_NLP_TextPreprocessing.ipynb 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