llm 5
- The Four LLM Inference Patterns: Disaggregating Prefill and Decode Economics
- Parameter-Efficient Fine-Tuning: Architectural Mechanics of LoRA, QLoRA, and Variants
- The 2024 Foundation Model Wave: Architectural Shifts in Training, Data, and Serving
- The LLM Systems Hierarchy: From Prompt Engineering to Autonomous Agents
- Foundation Model Lexicon: Architectural, Alignment, and Serving Terminology