Model techniques map
Techniquesmodel architecturetoken mixerhybrid layer stacking

specific method · filed under model architecture

Mamba-2, Mixture-of-Experts, and Selective Attention Hybrid

Combines Mamba-2 and mixture-of-experts layers with selected attention layers; the evidence also names multi-token prediction as part of one described hybrid.

Also called Hybrid Mixture-of-Experts architecture, Interleaved Mamba-2 and MoE layers, Selective attention layers, Selective Attention, select Attention layers.

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How sources treat it

One count per evidence span, weakest treatment to strongest.

core 7

Documented in

Evidence

7 spans quoted from the sources, strongest treatment first.

The model employs a hybrid Mixture-of-Experts architecture, utilizing interleaved Mamba-2 and MoE layers, along with select Attention layers.

coremodel architecturein Nemotron 3.5 LightningNVIDIA

The model employs a hybrid Mixture-of-Experts architecture, utilizing interleaved Mamba-2 and MoE layers, along with select Attention layers.

coremodel architecturein Nemotron 3.5 LightningNVIDIA

The model employs a hybrid Mixture-of-Experts architecture, utilizing interleaved Mamba-2 and MoE layers, along with select Attention layers.

coremodel architecturein Nemotron 3.5 LightningNVIDIA

The model employs a hybrid Mixture-of-Experts architecture, utilizing interleaved Mamba-2 and MoE layers, along with select Attention layers.

coremodel architecturein Nemotron 3.5 LightningNVIDIA

NVIDIA describes it as a hybrid: Mamba-2 + Mixture-of-Experts + Selective Attention + Multi-Token Prediction

coreunclearin Nemotron 3.5 LightningNVIDIA

preserving selected Attention layers where global token interaction remains valuable

coreunclearin Nemotron 3.5 LightningNVIDIA

Nemotron 3 models predominantly interleave MoE layers with cheaper Mamba-2 layers

coremodel architecturein Nemotron 3 familyNVIDIA

Filed alongside

Other methods under model architecture :: token mixer :: hybrid layer stacking.