Published at 10/21/2026, 8:04:39 AM · 29 views
📰 vLLM and Ant Group Open-Source Humming: Up to 5x Kernel Acceleration and +43.3% MoE Throughput
The vLLM project team and Ant Group officially open-sourced Humming (humming-kernels), a specialized high-performance kernel library designed for serving quantized MoE and dense LLMs at massive scale.
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📰 vLLM 联合蚂蚁集团开源 Humming 算子库：最高 5 倍算子加速，MoE 端到端吞吐提升 43.3%
vLLM 官方联合蚂蚁集团正式开源底层高性能量化推理算子库 Humming（humming-kernels）。该算子库专为大规模混合专家（MoE）与低精度密集模型的高并发服务而设计，全面覆盖 WnA16、W8A8、W4A8 与 W4A4 多种量化精度，横跨 INT1~INT8 与 FP4~FP8…
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#vLLM #Humming #Quantization
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