[KongchangAI]
Unverified50% confidenceFactExact time

InclusionAI's Ling 3.0 Flash adopts a hybrid MoE design, in which the decoder groups five Kimi Delta Attention (KDA) layers with one Multi-head Latent Attention (MLA) layer, and is natively supported in Transformers with the loading class BailingHybridForCausalLM.

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/15/2026
First Seen
Valid until: 1/13/2027

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