LLM Optimization KV Cache Flash Attention MQA GQA | Hugging Face Explained

In this video, we explore advanced optimization techniques used in modern Transformer and LLM models to improve speed, reduce memory usage, and make large scale models practical for real world applications. Here is the GitHub repo link https://github.com/switch2ai You can download all the code, scripts, and documents from the above GitHub repository. We start with one of the most important concepts used during inference. KV Cache Key Value Cache During text generation, models generate output token by token. At every step, attention requires key and value vectors from all previous tokens. …