LLM Inference Memory Requirements: Understanding and Optimizing

Imagine needing 100GB of VRAM just to run a single AI model, that's the reality for many large language models (LLMs). Understanding their LLM inference memory requirements is critical, dictating not only if a model can run but also its speed and cos...