Fine Tuning of LLMs Supervised Fine Tuning Techniques Parameter Efficient Fine Tuning – LoRA, QLoRA Reinforcement Learning from Human Feedback (RLHF) Retrieval Augmented Generation (RAG) with LLMs

High Value Industry Use Cases of Generative AI and LLMs Project Ideas and Demonstrations

Overview of Vector Databases Pinecone ChromaDB FAISS Framework Weaviate Qdrant

BabyAGI AutoGPT AgentGPT SuperAGI Build and Deploy your own agent

Hugging Face Pipelines LangChain LlamaIndex Cohere LLMFlow

Sequence Modeling and Language Models BERT GPT and Its Variants LLaMA PaLM and LaMDA Falcon Mistral Other Poular LLMs

Image Generative Models VQGAN DALL.E Latent Diffusion Model Stable Diffusion Other Popular Generative AI Models

Encoder-Decoder Models Autoencoders Generative Adversarial Network Transformers Foundation Models

Overview of Generative AI Generative AI vs Disciminative Popular Generative AI Models Large Language Models GenAI and LLM Use Cases