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MUSEBOARD

GPU / B200

NVIDIA B200 192GB

Frontier-scale training and large-model serving

Spec sheet
NVIDIA
Vendor
NVIDIA
Architecture
Blackwell
Memory
192 GB HBM3e
Bandwidth
8 TB/s
Power
1000 W
Class
Datacenter
Form factor
SXM6
Interconnect
NVLink 5 · 1.8 TB/s
Released
2024
Workloads
Inference · Fine-tuning · Training
Model fit / Inference
8K ctx · batch 1 · ≥10% headroom
GPUs required per model and precision for NVIDIA B200 192GB
ModelFP16INT8INT4
Llama 3.2 1B3.0 GB1.6 GB0.95 GB
Llama 3.2 3B8.0 GB4.5 GB2.7 GB
Llama 3.1 8B18.7 GB9.9 GB5.5 GB
Llama 3.1 70B158.0 GB80.3 GB41.5 GB
Llama 3.3 70B158.0 GB80.3 GB41.5 GB
Llama 3.1 405B897.2 GB450.7 GB227.5 GB
Qwen2.5 1.5B3.6 GB1.9 GB1.1 GB
Qwen2.5 3B7.1 GB3.7 GB2.0 GB
Qwen2.5 7B17.2 GB8.9 GB4.7 GB
Qwen2.5 14B34.0 GB17.8 GB9.7 GB
Qwen2.5 32B73.6 GB37.9 GB20.0 GB
Qwen2.5 72B162.6 GB82.7 GB42.7 GB
Mistral 7B17.0 GB9.0 GB5.1 GB
Mistral NeMo 12B28.2 GB14.8 GB8.1 GB
Mistral Small 24B53.3 GB27.3 GB14.3 GB
Mixtral 8x7B103.8 GB52.4 GB26.8 GB
Mixtral 8x22B312.1 GB157.0 GB79.4 GB
Gemma 2 9B23.1 GB13.0 GB7.9 GB
Gemma 2 27B62.9 GB33.0 GB18.0 GB
Phi-3 Mini 3.8B11.6 GB7.4 GB5.3 GB
Phi-3 Medium 14B32.5 GB17.1 GB9.4 GB
DeepSeek R1 Distill Qwen 32B74.3 GB38.2 GB20.2 GB
DeepSeek R1 Distill Llama 70B158.0 GB80.3 GB41.5 GB
DeepSeek V3 671B16×1,477 GB738.7 GB369.6 GB