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Tested systems
Nebius

8 × NVIDIA RTX PRO 6000 Blackwell Server Edition

Tested system

Processor
Intel(R) Xeon(R) 6776P
Graphics
NVIDIA RTX PRO 6000 Blackwell Server Edition
Accelerator count
8
Nodes
1

Recorded results

Only the same benchmark, version, workload, scenario and unit share a row. Missing results are not zero. System results include the full submitted hardware and software configuration.

MLPerf Inference / gpt-oss-120bOffline · v6.1 · Tokens/s

8 × NVIDIA RTX PRO 6000 Blackwell Server Edition

15,738.50* Tokens/s

Accuracy target / result
exact_match: 83.832
Weight precision
fp4
Division
closed
System type
datacenter
Availability
available
Cores per processor
96
Processors per node
2
Nodes
1
Total accelerators
8
Software stack
TensorRT 10.14, CUDA 13.1, cuDNN 9.17, TensorRT-LLM feat/1.2-mlpinf, NVIDIA Dynamo mlperf-v6.0-dynamo-v0.8.0, vLLM CentML:mlperf-inf-mm-q3vl-v6.0
Operating system
Ubuntu 24.04.4 LTS, Linux 6.11.0-1016-nvidia
MLPerf Inference / gpt-oss-120bServer · v6.1 · Tokens/s

8 × NVIDIA RTX PRO 6000 Blackwell Server Edition

14,784.30* Tokens/s

Accuracy target / result
exact_match: 83.717
Weight precision
fp4
Division
closed
System type
datacenter
Availability
available
Cores per processor
96
Processors per node
2
Nodes
1
Total accelerators
8
Software stack
TensorRT 10.14, CUDA 13.1, cuDNN 9.17, TensorRT-LLM feat/1.2-mlpinf, NVIDIA Dynamo mlperf-v6.0-dynamo-v0.8.0, vLLM CentML:mlperf-inf-mm-q3vl-v6.0
Operating system
Ubuntu 24.04.4 LTS, Linux 6.11.0-1016-nvidia

Processing & platform

Processor
Intel(R) Xeon(R) 6776P
Graphics
NVIDIA RTX PRO 6000 Blackwell Server Edition

Connectivity & software

Operating system
Ubuntu 24.04.4 LTS, Linux 6.11.0-1016-nvidia

System configuration

Reported host core count
96
Processors per node
2
Accelerator count
8
Nodes
1
Software stack
TensorRT 10.14, CUDA 13.1, cuDNN 9.17, TensorRT-LLM feat/1.2-mlpinf, NVIDIA Dynamo mlperf-v6.0-dynamo-v0.8.0, vLLM CentML:mlperf-inf-mm-q3vl-v6.0
Submission division
closed

* Provisional data