A comparison between NVIDIA's RTX PRO 6000 Blackwell Server Edition (BSE) and the H100 NVL highlights the performance gains offered by the new NVFP4 four-bit weight format with two-level scaling. The RTX PRO 6000 BSE, featuring NVFP4 support, was tested against the H100 NVL using various AI models like Qwen and DeepSeek-V4-Flash, evaluating performance in both FP8 and the new NVFP4 formats. The tests were conducted using YADRO G4208P G3 servers and the vLLM framework to determine which accelerator is preferable under different workloads. AI
IMPACT Provides insights into hardware choices for AI model deployment based on new quantization formats.
RANK_REASON Comparison of hardware features and performance for AI workloads. [lever_c_demoted from research: ic=1 ai=0.7]
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- Blackwell Server Edition
- DeepSeek-V4-Flash
- H100 NVL
- NVFP4
- NVIDIA
- NVIDIA RTX PRO 6000 BSE
- Qwen
- vLLM
- YADRO
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