TLDR AI · ENGINEERING & RESEARCH

ANNOUNCING HUMMING: FAST, FLEXIBLE KERNELS FOR QUANTIZED INFERENCE

vllm.ai19 min read

Summary from the TLDR AI newsletter

Humming is a general-purpose kernel library for quantized inference. It features broad device support, extensive quantization support, and strong execution performance. Humming's unified architecture makes it straightforward to tune execution parameters and collect pipelines for different workloads.