#time-to-first-token

Zyphra Release Zamba2-VL: Hybrid Mamba2–Transformer Vision-Language Models That Cut Time-to-First-Token by About an Order of Magnitude

This article explains the concept of hybrid vision-language models, focusing on how Zyphra's Zamba2-VL combines Mamba2 and Transformer architectures to dramatically improve processing speed.