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Tested systems
Nebius

8 × NVIDIA B300-SXM-270GB

Tested system

Processor
Intel(R) Xeon(R) Platinum 8570
Graphics
NVIDIA B300-SXM-270GB
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 / deepseek-r1Offline · v6.1 · Tokens/s

8 × NVIDIA B300-SXM-270GB

69,655.10* Tokens/s

Accuracy target / result
exact_match: 80.81130355515042 TOKENS_PER_SAMPLE: 3831.6855059252507
Weight precision
fp4
Division
closed
System type
datacenter
Availability
available
Cores per processor
48
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
MLPerf Inference / deepseek-r1Server · v6.1 · Tokens/s

8 × NVIDIA B300-SXM-270GB

63,909.30* Tokens/s

Accuracy target / result
exact_match: 81.67730173199635 TOKENS_PER_SAMPLE: 3826.9986326344574
Weight precision
fp4
Division
closed
System type
datacenter
Availability
available
Cores per processor
48
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
MLPerf Inference / gpt-oss-120bOffline · v6.1 · Tokens/s

8 × NVIDIA B300-SXM-270GB

108,529* Tokens/s

Accuracy target / result
exact_match: 83.782
Weight precision
fp4
Division
closed
System type
datacenter
Availability
available
Cores per processor
48
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
MLPerf Inference / gpt-oss-120bServer · v6.1 · Tokens/s

8 × NVIDIA B300-SXM-270GB

108,124* Tokens/s

Accuracy target / result
exact_match: 83.224
Weight precision
fp4
Division
closed
System type
datacenter
Availability
available
Cores per processor
48
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

Processing & platform

Processor
Intel(R) Xeon(R) Platinum 8570
Graphics
NVIDIA B300-SXM-270GB

Connectivity & software

Operating system
Ubuntu 24.04

System configuration

Reported host core count
48
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