vLLM Implements FlashMLA and NVFP4 Compressed KV Cache
September 16, 2026
vLLM has integrated FlashMLA mega attention and support for NVFP4 compressed KV caches. These optimizations significantly reduce memory footprint and increase throughput during long-context inference.
HOW THIS AFFECTS YOU
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builderYou can handle much longer context windows with lower memory overhead using NVFP4 compression.