LLM Learning Fundamentals 📹 Intro to LLMs 📹 Language Modeling 📹 Tokenization 📹 BPE Tokenization 📹 Vectorizing Words (Word Embeddings) 📹 Intro to Large Language Models 📹 Developing an LLM: Building, Training, Finetuning 📹 How large language models work, a visual intro to transformers 🐱 Sampling methods and text generation Hands-on Tutorials 🤗 Huggingface Data extraction attack 📹 Video by carlini 📹 More detailed version of the same video 📑 Original data extraction paper Advanced Topics 🐱 More advanced topics: LoRA, Quantization, etc. Snippets Calculating perplexity