Efficient LLMs and Attention Tradeoffs. Local LLM Speed and Hardware Optimizations. Quantization and Memory-Efficient LLMs. Multimodal, Reasoning, and Specialized Models. Benchmarking Retrieval, RAG, and Embedding Models