You can’t cheaply recompute without re-running the whole model – so KV cache starts piling up Feature Large language model ...

As each of us goes through life, we remember a little and forget a lot. The stockpile of what we remember contributes greatly to define us and our place in the world. Thus, it is important to remember ...

AWS and AMD announced the availability of new memory-optimized, high-frequency Amazon Elastic Compute Cloud (Amazon EC2) ...

Google researchers have revealed that memory and interconnect are the primary bottlenecks for LLM inference, not compute power, as memory bandwidth lags 4.7x behind.