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Tested systems
VibeHPC

1 × NVIDIA B300-SXM-270GB

Tested system

Processor
Intel(R) Xeon(R) Platinum 8570
Graphics
NVIDIA B300-SXM-270GB
Accelerator count
1
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

1 × NVIDIA B300-SXM-270GB

14,130.60* Tokens/s

Accuracy target / result
exact_match: 83.235
Weight precision
fp4
Division
closed
System type
datacenter
Availability
available
Cores per processor
56
Processors per node
2
Nodes
1
Total accelerators
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
Operating system
Ubuntu 24.04
MLPerf Inference / gpt-oss-120bServer · v6.1 · Tokens/s

1 × NVIDIA B300-SXM-270GB

13,854* Tokens/s

Accuracy target / result
exact_match: 83.289
Weight precision
fp4
Division
closed
System type
datacenter
Availability
available
Cores per processor
56
Processors per node
2
Nodes
1
Total accelerators
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
Operating system
Ubuntu 24.04
MLPerf Inference / llama2-70b-99.9Offline · v6.1 · Tokens/s

1 × NVIDIA B300-SXM-270GB

14,636.80* Tokens/s

Accuracy target / result
ROUGE1: 44.781 ROUGE2: 22.3679 ROUGEL: 29.1539 TOKENS_PER_SAMPLE: 273.1
Weight precision
fp4
Division
closed
System type
datacenter
Availability
available
Cores per processor
56
Processors per node
2
Nodes
1
Total accelerators
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
Operating system
Ubuntu 24.04
MLPerf Inference / llama2-70b-99.9Server · v6.1 · Tokens/s

1 × NVIDIA B300-SXM-270GB

14,495.60* Tokens/s

Accuracy target / result
ROUGE1: 44.7255 ROUGE2: 22.327 ROUGEL: 29.1172 TOKENS_PER_SAMPLE: 274.2
Weight precision
fp4
Division
closed
System type
datacenter
Availability
available
Cores per processor
56
Processors per node
2
Nodes
1
Total accelerators
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
Operating system
Ubuntu 24.04
MLPerf Inference / llama3.1-8bOffline · v6.1 · Tokens/s

1 × NVIDIA B300-SXM-270GB

21,266.10* Tokens/s

Accuracy target / result
ROUGE1: 38.5346 ROUGE2: 15.7631 ROUGEL: 24.3218 ROUGELSUM: 35.5543 GEN_LEN: 8191123
Weight precision
fp4
Division
closed
System type
datacenter
Availability
available
Cores per processor
56
Processors per node
2
Nodes
1
Total accelerators
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
Operating system
Ubuntu 24.04
MLPerf Inference / llama3.1-8bServer · v6.1 · Tokens/s

1 × NVIDIA B300-SXM-270GB

20,420.40* Tokens/s

Accuracy target / result
ROUGE1: 38.5378 ROUGE2: 15.764 ROUGEL: 24.3237 ROUGELSUM: 35.5571 GEN_LEN: 8191033
Weight precision
fp4
Division
closed
System type
datacenter
Availability
available
Cores per processor
56
Processors per node
2
Nodes
1
Total accelerators
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
Operating system
Ubuntu 24.04
MLPerf Inference / whisperOffline · v6.1 · Samples/s

1 × NVIDIA B300-SXM-270GB

7,058.95* Samples/s

Accuracy target / result
ACCURACY: 97.85680976807484
Weight precision
fp16
Division
closed
System type
datacenter
Availability
available
Cores per processor
56
Processors per node
2
Nodes
1
Total accelerators
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
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
56
Processors per node
2
Accelerator count
1
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