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The KV cache: A typical optimization procedure used to speed up inference in huge prompts. We are going to examine a standard kv cache implementation.The GPU will perform the tensor operation, and The end result will be stored on the GPU’s memory (and not in the data pointer).The Transformer: The central Section of the LLM architecture, responsib

Artificial Intelligence has advanced considerably in recent years, with systems surpassing human abilities in numerous tasks. However, the real challenge lies not just in creating these models, but in deploying them optimally in practical scenarios. This is where inference in AI comes into play, arising as a critical focus for scientists and indust