Humming
Intro
**Humming** is a newly tracked term from the FastToolHub radar. Source excerpt: Ant Group + vLLM open-sourced Humming (Apache-2.0): ~100 KB JIT GEMM kernel library for quantized inference (INT1–8, FP4–FP8; dense + MoE; NVIDIA Turing+ and T-Head Zhenwu 810E); ships with vLLM 0.29 (--moe-backend humming); +14–43% E2E throughput on DeepSeek-V4.1-Flash 8×H20. GitHub vllm-project/humming 280★; CN post 25 likes / 3.6k views.
Explain
Public signals associate Humming with recent AI / tooling / model activity (source tag: sitemap). Treat facts already stated in the excerpt as the primary basis; this page does not invent parameters, funding, or rankings absent from the excerpt. Cross-check the original wording and context here: https://vllm.ai/blog/2026-10-21-humming
Usage
For readers following this space: start with the excerpt, then open the original page for vendor notes, docs, or weight links. - Original URL: https://vllm.ai/blog/2026-10-21-humming - Radar score: 0.7 (collection ranking signal only, not a product review) - First seen: 2026-10-22T00:32+08:00 When details are thin, prefer the official announcement or repository README over second-hand summaries before production use.