NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4

Checkpointnvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4Model card indexedModel card

Support summary

NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4 is a checkpoint published by NVIDIA, built on the NemotronHForCausalLM architecture. vLLM 0.28.0, the newest indexed vLLM release, documents support. Official recipes or cookbooks cover SGLang, without pinning a stable release. TensorRT-LLM lists its architecture, but not this exact checkpoint.

Documented hardware
NVIDIA / CUDA
Documented quantization
NVFP4
Documented features
Prefix caching, Reasoning parsers, Speculative decoding, and Tool calling
Configured context
1,048,576 tokens
License
openmdw-1.1

Hardware, quantization and features count only statements about this checkpoint; engine-wide capabilities are listed with each release.

Hugging Face model card
Publisher
NVIDIA
Task
text generation
Library
transformers
Architecture
NemotronHForCausalLM
Weight tensor elements
17.8B
Tensor types
BF16, F8_E4M3, F32, U8
Quantization
modelopt
Configured context
1,048,576 tokens
Languages
en, es, fr, de, it, ja
Weight access
Public
Repository created
2026-08-04
Source 1: nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4 · publisher model cardSource 2: nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4 · Hugging Face metadataSource 3: nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4 · publisher configurationReviewed
Model notes and sources

Engine support

3 engines

Engine support for NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4
EngineReleaseCheckpoint supportEvidence scopeLast known supported
vLLM0.28.0Newest indexedCheckpoint evidenceSource 1: vllm · models/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16.yamlReviewed 0.28.0This release
Features, dependencies and evidence for vLLM 0.28.0
SGLangVersion not pinnedRecipe / cookbookDocumented recipe

Official recipe

Source 1: sglang · docs/cookbook/autoregressive/NVIDIA/Nemotron3.5-Lightning.mdxSource 2: sglang · docs/src/snippets/_deployment.jsxSource 3: sglang · docs/src/snippets/configs/nvidia/nemotron-3.5-lightning.jsxSource 4: sglang · docs/src/snippets/configs/nvidia/nemotron-3.5-lightning-benchmarks.jsxSource 5: sglang · docs/src/snippets/_playground.jsxReviewed
No supported release indexed
Features, dependencies and evidence for SGLang 0.5.19
TensorRT-LLM1.2.1Newest indexedArchitecture listed; exact checkpoint unknownNo supported release indexed
Features, dependencies and evidence for TensorRT-LLM 1.2.1

Recipes and cookbooks