May 8, 2024, 4 p.m. | Alyssa Hughes

Microsoft Research www.microsoft.com

LLMs rely on memory-intensive mechanisms like the key-value (KV) cache to store and quickly retrieve data. FastGen optimizes KV cache usage, reducing LLM memory demands by up to 50% while maintaining performance.


The post LLM profiling guides KV cache optimization appeared first on Microsoft Research.

cache data guides key llm llms memory microsoft microsoft research optimization performance profiling research research blog store the key usage value while

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