Large Language Models

Scaling laws, emergent abilities, and architecture

Explore llm fundamentals

SFT, RLHF, LoRA, and parameter-efficient methods

Inference optimization, quantization, and serving

Prompting techniques, chain-of-thought, and optimization

Retrieval-augmented generation and vector databases

Agent architectures, tool calling, and autonomous systems