Llama 3, Llm, Gpu Computing, Architecture, Mlops Solution.
model deployment require loading the entire model into memory, which can quickly become infeasible for models exceeding the available memory capacity. This limitation has hindered the widespread adoption of state-of-the-art LLMs, confining their usage to specialized hardware setups or cloud-based