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Nemotron 3.5 Lightning 30B A3B Base

NVIDIA · 2026-08-11 · 32.9B parameters

Nemotron 3.5 Lightning 30B A3B Base is NVIDIA's pretrained (not post-trained) hybrid Mamba-2, attention and mixture-of-experts base model with multi-token prediction layers, the base of Nemotron 3.5 Lightning 30B A3B; it was released on Hugging Face on August 11, 2026. NVIDIA reports about 30B total and 3B active parameters, an NVFP4 pretraining recipe over more than 20T tokens, and up to 1M tokens of context. The checkpoint's safetensors metadata lists 32,913,266,240 parameters (BF16 plus F32 tensors).

Benchmark scores

BenchmarkScore
Capability119.7
GPQA Diamond33.3
MATH-50079.5
MGSM Chinese78.4
MGSM French82.4
MGSM German84.8
MGSM Japanese69.6
MGSM Russian87.6
MGSM Spanish88.0
RULER - 1M69.6
RULER - 256K76.9
SuperGPQA33.2
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