vLLM intelligently allocates memory for key-value (KV) blocks during the decoding phase of sequences. This allows for efficient memory use while generating outputs.
Unlike traditional methods that reserve memory for maximum sequence lengths, vLLM optimistically reserves only necessary KV blocks for immediate needs, enhancing performance.
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