Update summary with full coverage (4 GPU platforms, 9 models, 5604 rows)

benchmark_results/summary.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0123d2758fd1aee6161b36786e5b879f0bae5cf96dad1e51a79fe64035ec9fbd
-size 540814
+oid sha256:b59eea237b64b0abe21b9d981e1d5dbb935a970333a091dbeca53a4f9f9c7a5b
+size 1322784

croissant.json

@@ -67,7 +67,7 @@
       "name": "summary.parquet",
       "contentUrl": "https://huggingface.co/datasets/lynae-1219/AgentPerfBench/resolve/main/benchmark_results/summary.parquet",
       "encodingFormat": "application/x-parquet",
-      "sha256": "0123d2758fd1aee6161b36786e5b879f0bae5cf96dad1e51a79fe64035ec9fbd"
+      "sha256": "b59eea237b64b0abe21b9d981e1d5dbb935a970333a091dbeca53a4f9f9c7a5b"
     },
     {
       "@type": "cr:FileObject",

croissant_hf_autogenerated.json

@@ -0,0 +1,890 @@
+{
+  "@context": {
+    "@language": "en",
+    "@vocab": "https://schema.org/",
+    "arrayShape": "cr:arrayShape",
+    "citeAs": "cr:citeAs",
+    "column": "cr:column",
+    "conformsTo": "dct:conformsTo",
+    "containedIn": "cr:containedIn",
+    "cr": "http://mlcommons.org/croissant/",
+    "data": {
+      "@id": "cr:data",
+      "@type": "@json"
+    },
+    "dataBiases": "cr:dataBiases",
+    "dataCollection": "cr:dataCollection",
+    "dataType": {
+      "@id": "cr:dataType",
+      "@type": "@vocab"
+    },
+    "dct": "http://purl.org/dc/terms/",
+    "extract": "cr:extract",
+    "field": "cr:field",
+    "fileProperty": "cr:fileProperty",
+    "fileObject": "cr:fileObject",
+    "fileSet": "cr:fileSet",
+    "format": "cr:format",
+    "includes": "cr:includes",
+    "isArray": "cr:isArray",
+    "isLiveDataset": "cr:isLiveDataset",
+    "jsonPath": "cr:jsonPath",
+    "key": "cr:key",
+    "md5": "cr:md5",
+    "parentField": "cr:parentField",
+    "path": "cr:path",
+    "personalSensitiveInformation": "cr:personalSensitiveInformation",
+    "recordSet": "cr:recordSet",
+    "references": "cr:references",
+    "regex": "cr:regex",
+    "repeated": "cr:repeated",
+    "replace": "cr:replace",
+    "sc": "https://schema.org/",
+    "separator": "cr:separator",
+    "source": "cr:source",
+    "subField": "cr:subField",
+    "transform": "cr:transform"
+  },
+  "@type": "sc:Dataset",
+  "distribution": [
+    {
+      "@type": "cr:FileObject",
+      "@id": "repo",
+      "name": "repo",
+      "description": "The Hugging Face git repository.",
+      "contentUrl": "https://huggingface.co/datasets/lynae-1219/AgentPerfBench/tree/refs%2Fconvert%2Fparquet",
+      "encodingFormat": "git+https",
+      "sha256": "https://github.com/mlcommons/croissant/issues/80"
+    },
+    {
+      "@type": "cr:FileSet",
+      "@id": "parquet-files-for-config-benchmark_results",
+      "containedIn": {
+        "@id": "repo"
+      },
+      "encodingFormat": "application/x-parquet",
+      "includes": "benchmark_results/*/*.parquet"
+    },
+    {
+      "@type": "cr:FileSet",
+      "@id": "parquet-files-for-config-roofline",
+      "containedIn": {
+        "@id": "repo"
+      },
+      "encodingFormat": "application/x-parquet",
+      "includes": "roofline/*/*.parquet"
+    }
+  ],
+  "recordSet": [
+    {
+      "@type": "cr:RecordSet",
+      "dataType": "cr:Split",
+      "key": {
+        "@id": "benchmark_results_splits/split_name"
+      },
+      "@id": "benchmark_results_splits",
+      "name": "benchmark_results_splits",
+      "description": "Splits for the benchmark_results config.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results_splits/split_name",
+          "dataType": "sc:Text"
+        }
+      ],
+      "data": [
+        {
+          "benchmark_results_splits/split_name": "summary"
+        },
+        {
+          "benchmark_results_splits/split_name": "per_request"
+        },
+        {
+          "benchmark_results_splits/split_name": "multi_turn"
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "benchmark_results",
+      "description": "lynae-1219/AgentPerfBench - 'benchmark_results' subset\n\nAdditional information:\n- 3 splits: summary, per_request, multi_turn",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/split",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "fileProperty": "fullpath"
+            },
+            "transform": {
+              "regex": "benchmark_results/(?:partial-)?(summary|per_request|multi_turn)/.+parquet$"
+            }
+          },
+          "references": {
+            "field": {
+              "@id": "benchmark_results_splits/split_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/run_id",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "run_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/model",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "model"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/model_family",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "model_family"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/architecture",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "architecture"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/hardware",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "hardware"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/engine",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "engine"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/engine_version",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "engine_version"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/tensor_parallelism",
+          "dataType": "cr:Int64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "tensor_parallelism"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/profile",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "profile"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/concurrency",
+          "dataType": "cr:Int64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "concurrency"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/num_requests",
+          "dataType": "cr:Int64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "num_requests"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/duration_s",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "duration_s"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/successful_requests",
+          "dataType": "cr:Int64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "successful_requests"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/failed_requests",
+          "dataType": "cr:Int64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "failed_requests"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/request_throughput",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "request_throughput"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/input_token_throughput",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "input_token_throughput"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/output_token_throughput",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "output_token_throughput"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/total_token_throughput",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "total_token_throughput"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/total_input_tokens",
+          "dataType": "cr:Int64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "total_input_tokens"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/total_output_tokens",
+          "dataType": "cr:Int64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "total_output_tokens"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/mean_ttft_ms",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "mean_ttft_ms"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/median_ttft_ms",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "median_ttft_ms"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/p90_ttft_ms",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "p90_ttft_ms"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/p99_ttft_ms",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "p99_ttft_ms"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/mean_tpot_ms",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "mean_tpot_ms"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/median_tpot_ms",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "median_tpot_ms"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/p90_tpot_ms",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "p90_tpot_ms"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/p99_tpot_ms",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "p99_tpot_ms"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/mean_itl_ms",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "mean_itl_ms"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/median_itl_ms",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "median_itl_ms"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/p90_itl_ms",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "p90_itl_ms"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/p99_itl_ms",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "p99_itl_ms"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/mean_e2el_ms",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "mean_e2el_ms"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/median_e2el_ms",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "median_e2el_ms"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/p90_e2el_ms",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "p90_e2el_ms"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/p99_e2el_ms",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "p99_e2el_ms"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "benchmark_results/source_file",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-benchmark_results"
+            },
+            "extract": {
+              "column": "source_file"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "dataType": "cr:Split",
+      "key": {
+        "@id": "roofline_splits/split_name"
+      },
+      "@id": "roofline_splits",
+      "name": "roofline_splits",
+      "description": "Splits for the roofline config.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "roofline_splits/split_name",
+          "dataType": "sc:Text"
+        }
+      ],
+      "data": [
+        {
+          "roofline_splits/split_name": "kernel_profiles"
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "roofline",
+      "description": "lynae-1219/AgentPerfBench - 'roofline' subset",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "roofline/split",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-roofline"
+            },
+            "extract": {
+              "fileProperty": "fullpath"
+            },
+            "transform": {
+              "regex": "roofline/(?:partial-)?(kernel_profiles)/.+parquet$"
+            }
+          },
+          "references": {
+            "field": {
+              "@id": "roofline_splits/split_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline/profile_id",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-roofline"
+            },
+            "extract": {
+              "column": "profile_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline/model",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-roofline"
+            },
+            "extract": {
+              "column": "model"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline/phase",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-roofline"
+            },
+            "extract": {
+              "column": "phase"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline/batch_size",
+          "dataType": "cr:Int64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-roofline"
+            },
+            "extract": {
+              "column": "batch_size"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline/seq_len",
+          "dataType": "cr:Int64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-roofline"
+            },
+            "extract": {
+              "column": "seq_len"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline/num_layers_profiled",
+          "dataType": "cr:Int64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-roofline"
+            },
+            "extract": {
+              "column": "num_layers_profiled"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline/profiler",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-roofline"
+            },
+            "extract": {
+              "column": "profiler"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline/kernel_name",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-roofline"
+            },
+            "extract": {
+              "column": "kernel_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline/kernel_category",
+          "dataType": "sc:Text",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-roofline"
+            },
+            "extract": {
+              "column": "kernel_category"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline/cuda_time_us",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-roofline"
+            },
+            "extract": {
+              "column": "cuda_time_us"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline/calls",
+          "dataType": "cr:Int64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-roofline"
+            },
+            "extract": {
+              "column": "calls"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline/flops",
+          "dataType": "cr:Int64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-roofline"
+            },
+            "extract": {
+              "column": "flops"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline/theoretical_bytes",
+          "dataType": "cr:Int64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-roofline"
+            },
+            "extract": {
+              "column": "theoretical_bytes"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline/arithmetic_intensity",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-roofline"
+            },
+            "extract": {
+              "column": "arithmetic_intensity"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "roofline/achieved_tflops",
+          "dataType": "cr:Float64",
+          "source": {
+            "fileSet": {
+              "@id": "parquet-files-for-config-roofline"
+            },
+            "extract": {
+              "column": "achieved_tflops"
+            }
+          }
+        }
+      ]
+    }
+  ],
+  "conformsTo": "http://mlcommons.org/croissant/1.1",
+  "name": "AgentPerfBench",
+  "description": "\n\t\n\t\t\n\t\tAgentPerfBench\n\t\n\n\n\t\n\t\t\n\t\tDataset Summary\n\t\n\nAgentPerfBench measures LLM inference serving performance under agentic workloads. The dataset contains benchmark results (TTFT, TPOT, ITL, throughput) across 9 models, 3 GPU platforms, 2 serving engines, and 14+ workload profiles spanning single-turn chat, multi-turn agent sessions, and synthetic stress tests. It also includes per-kernel CUDA profiling data for roofline analysis. Data was collected in April 2026.\n\n\t\n\t\t\n\t\n\t\n\t\tData\u2026 See the full description on the dataset page: https://huggingface.co/datasets/lynae-1219/AgentPerfBench.",
+  "alternateName": [
+    "lynae-1219/AgentPerfBench",
+    "AgentPerfBench"
+  ],
+  "creator": {
+    "@type": "Person",
+    "name": "Kevin Wong",
+    "url": "https://huggingface.co/lynae-1219"
+  },
+  "keywords": [
+    "tabular-regression",
+    "English",
+    "apache-2.0",
+    "1K<n<10K",
+    "\ud83c\uddfa\ud83c\uddf8 Region: US",
+    "llm-inference",
+    "benchmarking",
+    "gpu-profiling",
+    "vllm",
+    "sglang",
+    "roofline",
+    "agentic-workloads"
+  ],
+  "license": "https://choosealicense.com/licenses/apache-2.0/",
+  "url": "https://huggingface.co/datasets/lynae-1219/AgentPerfBench"
+}