RedHatAI/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-FP8

text-generation model by RedHatAI

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Model card & documentation

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This model is a quantized version of nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16. This model was obtained by quantizing the weights and activations of nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16 to the FP8 data type, using a per-tensor static scheme. This reduces the number of bits per parameter from 16 to 8, cutting GPU memory and disk requirements by approximately 50% and roughly doubling matrix-multiply compute throughput on…

RedHatAI/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-FP8 on Hugging Face A short preview, not the full document.

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Inside the original model card — Document outline
  1. RedHatAI/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-FP8
  2. Model Overview
  3. Model Optimizations
  4. Creation
  5. Deployment
  6. vLLM Serving

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Documentation belongs to its respective authors. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

RedHatAI/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-FP8 is a text-generation model repository published by RedHatAI on Hugging Face. The source reports the transformers library.

This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.

Model facts

Task
text-generation
Library
transformers
Recent downloads (30 days)
849,569
Cumulative likes
2
Hugging Face trending score
0
Reported safetensors parameters
31,577,940,288
Architecture
NemotronHForCausalLM
License
Not reported — check the model card
Access
Not gated by Hugging Face
Created
2026-08-13T17:18:39.000Z
Last modified
2026-09-17T17:50:45.000Z

Compatibility and lineage

Language coverage was not reported.

Reported base models: nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

Use and evaluate

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Model card and usage instructions

Model files and configuration

Community discussion

Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-10-06T06:39:57.619Z. Daily imports are snapshots, not real-time monitoring.

Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.

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