Unverified50% confidenceFactExact time

The industry already has hybrid backbone practices such as Mamba-2/Transformer hybrids and Jamba.

1

Sources

50%

Confidence

Long-term

Relevance

10/27/2026

First Seen

Sources

Liquid AI Releases LFM3: Six 2B-Class Open-Source Multimodal Models

Related Entities

Mamba-2model Jambamodel

Related Claims

UnverifiedZamba2 (Zyphra) is designed as a Mamba-2 backbone plus shared-weight attention blocks inserted every N layers.53% similar

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