Generative AI
Welcome to the Generative AI section. Here you will find notes and tutorials on LLMs, Transformers, Diffusion models, and more.
Topics
- Introduction to Generative AI
- Transformer Architecture
- Large Language Models (LLMs)
- Tokenization in LLMs
- Chain of Thought Prompting
- LoRA Introduction
- Model Quantization
- Diffusion Models
- Vector Search
- Vector Stores
- Direct Preference Optimization (DPO)
- Retrieval-Augmented Generation (RAG)
- Fine-Tuning vs In-Context Learning
- Ethical Guidelines
- LLM Safety Evaluation
- Multi-Modal AI
- LLM Fine-Tuning
- Speculative Decoding
- Flash Attention