Model ID
nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-Base-BF16
Capabilities
Nemotron 3 Nano 30B A3B Base BF16
Nemotron 3 Nano 30B A3B Base BF16 is a hybrid Mixture-of-Experts (MoE) large language model trained from scratch for adaptable large-scale language modeling. The model contains 30B total parameters with 3.5B active parameters, activating 6 experts per token across 128 routed experts and 1 shared expert. It features a 52-layer architecture combining MoE and Mamba-2 state space layers with grouped query attention, 32 attention heads, and a 2,688 hidden size. Supporting up to a 1M token context window, this base checkpoint is designed for fine-tuning, domain adaptation, and building specialized AI systems.
About this model
Nemotron 3 Nano 30B A3B Base BF16 is a hybrid Mixture-of-Experts (MoE) large language model trained from scratch for adaptable large-scale language modeling. The model contains 30B total parameters with 3.5B active parameters, activating 6 experts per token across 128 routed experts and 1 shared expert. It features a 52-layer architecture combining MoE and Mamba-2 state space layers with grouped query attention, 32 attention heads, and a 2,688 hidden size. Supporting up to a 1M token context window, this base checkpoint is designed for fine-tuning, domain adaptation, and building specialized AI systems.
Model specifications and capabilities are published by the model author and reproduced here from HF Model Card (nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-Base-BF16). Released under nvidia-open-model-license. Further reading: Paper · Blog
Deploy Private Inference Endpoint
Choose your hardware and inference engine to get deployment commands and performance benchmarks tailored to your infrastructure
Hardware
B200
1,440 GB
Engine
vLLM
SGLang
Deployment code
Access Restricted
Enter your email to get access to this content
Performance under load
Tokens/s (total)
Benchmarks measured by Vultr on B200 · vLLM. Throughput and latency vary with concurrency, input length and engine configuration, so treat these as a comparison baseline, not a service guarantee.
NVIDIA HGX B200
Unlock Next-Generation AI Power on Vultr Cloud GPU