Argon pushes Gemma past 120k tokens/sec on a single A100 with vLLM, a 2.9x speedup

osanseviero · x · 2026-10-14

The Argon team optimized Gemma 4 E2B on vLLM to break 120,000 tokens/sec on a single A100: 124k prefill and 111k end-to-end, a 2.9x speedup with claimed zero quality degradation. They demo it by generating 64 live Python simulations simultaneously, showing what that throughput enables in interactive workloads.

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