[KongchangAI]
Unverified50% confidenceBenchmarkExact time

vLLM's three optimizations for DeepSeek-V4.1-Flash (SWA bounded replay, MegaAttention and Mega-Gate kernels, operator fusion and CUDA graphs) achieve 5.3x throughput under a 150 TPS constraint, a 1.9x speedup at low concurrency, and about a 70% reduction in TTFT at 100K throughput.

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/14/2026
First Seen
Valid until: 1/12/2027

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