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What Is NVFP4? Faster LLM Inference Without Losing Quality

NVIDIA Developer Guide 3 months ago

Description

Learn what NVFP4 is, why it helps you run bigger LLMs on less GPU memory without a big quality hit, and how to create an NVFP4‑quantized Nemotron 3 Ultra checkpoint using NVIDIA Model Optimizer. For more details, see these blogs on Nemotron 3 Ultra NVFP4 quantization and the NVFP4 format.

🔗 https://developer.nvidia.com/blog/creating-the-nvidia-nemotron-3-ultra-nvfp4-checkpoint-with-nvidia-model-optimizer/

🔗 https://developer.nvidia.com/blog/creating-the-nvidia-nemotron-3-ultra-nvfp4-checkpoint-with-nvidia-model-optimizer/

🔗 https://developer.nvidia.com/blog/introducing-nvfp4-for-efficient-and-accurate-low-precision-inference/