2026年6月Hugging Face热门模型盘点

01. Zyphra ZAYA1-8B What It Does: ZAYA1-8B is a small open reasoning model that punches far above its size. It holds 8 billion parameters but activates only about 760 million per token, and Zyphra reports it competing with much larger open-weight models on reasoning, math, and coding benchmarks. Whatllm Where It Helps Most: • Ultra-low-cost reasoning at scale • Self-hosted deployments on AMD GPU fleets • Edge and on-device reasoning where every active parameter costs money • Teams wanting Apache 2.0 freedom without frontier compute bills • Benchmarking the “small but dense” model thesis Why It Matters: The headline isn’t the size, it’s the silicon. …