serving-tests-cpu-text.json

{
  "defaults": {
    "qps_list": [
      "inf"
    ],
    "max_concurrency_list": [12, 16, 24, 32, 64, 128, 200],
    "server_environment_variables": {
      "VLLM_RPC_TIMEOUT": 100000,
      "VLLM_ALLOW_LONG_MAX_MODEL_LEN": 1,
      "VLLM_ENGINE_ITERATION_TIMEOUT_S": 120,
      "VLLM_CPU_SGL_KERNEL": 1,
      "VLLM_CPU_KVCACHE_SPACE": 40
    },
    "server_parameters": {
      "model": "meta-llama/Llama-3.1-8B-Instruct",
      "tensor_parallel_size": 1,
      "dtype": "bfloat16",
      "distributed_executor_backend": "mp",
      "block_size": 128,
      "trust_remote_code": "",
      "disable_log_stats": "",
      "max_num_batched_tokens": 2048,
      "max_num_seqs": 256
    },
    "client_parameters": {
      "model": "meta-llama/Llama-3.1-8B-Instruct",
      "backend": "vllm",
      "ignore-eos": "",
      "num_prompts": 200
    }
  },
  "tests": [
    {
      "test_name": "serving_llama8B_tp1_sharegpt",
      "server_parameters": {
        "tensor_parallel_size": 1
      },
      "client_parameters": {
        "dataset_name": "sharegpt",
        "dataset_path": "./ShareGPT_V3_unfiltered_cleaned_split.json"
      }
    },
    {
      "test_name": "serving_llama8B_tp2_sharegpt",
      "server_parameters": {
        "tensor_parallel_size": 2
      },
      "client_parameters": {
        "dataset_name": "sharegpt",
        "dataset_path": "./ShareGPT_V3_unfiltered_cleaned_split.json"
      }
    },
    {
      "test_name": "serving_llama8B_tp1_random_128_128",
      "server_parameters": {
        "tensor_parallel_size": 1
      },
      "client_parameters": {
        "dataset_name": "random",
        "random-input-len": 128,
        "random-output-len": 128
      }
    },
    {
      "test_name": "serving_llama8B_tp2_random_128_128",
      "server_parameters": {
        "tensor_parallel_size": 2
      },
      "client_parameters": {
        "dataset_name": "random",
        "random-input-len": 128,
        "random-output-len": 128
      }
    },
    {
      "test_name": "serving_llama8B_tp4_random_128_128",
      "server_parameters": {
        "tensor_parallel_size": 4
      },
      "client_parameters": {
        "dataset_name": "random",
        "random-input-len": 128,
        "random-output-len": 128
      }
    },
    {
      "test_name": "serving_llama8B_tp1_random_128_2048",
      "server_parameters": {
        "tensor_parallel_size": 1
      },
      "client_parameters": {
        "dataset_name": "random",
        "random-input-len": 128,
        "random-output-len": 2048
      }
    },
    {
      "test_name": "serving_llama8B_tp2_random_128_2048",
      "server_parameters": {
        "tensor_parallel_size": 2
      },
      "client_parameters": {
        "dataset_name": "random",
        "random-input-len": 128,
        "random-output-len": 2048
      }
    },
    {
      "test_name": "serving_llama8B_tp4_random_128_2048",
      "server_parameters": {
        "tensor_parallel_size": 4
      },
      "client_parameters": {
        "dataset_name": "random",
        "random-input-len": 128,
        "random-output-len": 2048
      }
    },
    {
      "test_name": "serving_llama8B_tp1_random_2048_128",
      "server_parameters": {
        "tensor_parallel_size": 1
      },
      "client_parameters": {
        "dataset_name": "random",
        "random-input-len": 2048,
        "random-output-len": 128
      }
    },
    {
      "test_name": "serving_llama8B_tp2_random_2048_128",
      "server_parameters": {
        "tensor_parallel_size": 2
      },
      "client_parameters": {
        "dataset_name": "random",
        "random-input-len": 2048,
        "random-output-len": 128
      }
    },
    {
      "test_name": "serving_llama8B_tp4_random_2048_128",
      "server_parameters": {
        "tensor_parallel_size": 4
      },
      "client_parameters": {
        "dataset_name": "random",
        "random-input-len": 2048,
        "random-output-len": 128
      }
    },
    {
      "test_name": "serving_llama8B_int4_tp1_random_128_128",
      "server_parameters": {
        "model": "hugging-quants/Meta-Llama-3.1-8B-Instruct-AWQ-INT4",
        "tensor_parallel_size": 1
      },
      "client_parameters": {
        "model": "hugging-quants/Meta-Llama-3.1-8B-Instruct-AWQ-INT4",
        "dataset_name": "random",
        "random-input-len": 128,
        "random-output-len": 128
      }
    },
    {
      "test_name": "serving_llama8B_int4_tp2_random_128_128",
      "server_parameters": {
        "model": "hugging-quants/Meta-Llama-3.1-8B-Instruct-AWQ-INT4",
        "tensor_parallel_size": 2
      },
      "client_parameters": {
        "model": "hugging-quants/Meta-Llama-3.1-8B-Instruct-AWQ-INT4",
        "dataset_name": "random",
        "random-input-len": 128,
        "random-output-len": 128
      }
    },
    {
      "test_name": "serving_llama8B_int4_tp4_random_128_128",
      "server_parameters": {
        "model": "hugging-quants/Meta-Llama-3.1-8B-Instruct-AWQ-INT4",
        "tensor_parallel_size": 4
      },
      "client_parameters": {
        "model": "hugging-quants/Meta-Llama-3.1-8B-Instruct-AWQ-INT4",
        "dataset_name": "random",
        "random-input-len": 128,
        "random-output-len": 128
      }
    },
    {
      "test_name": "serving_llama3B_tp1_random_128_128",
      "server_parameters": {
        "model": "meta-llama/Llama-3.2-3B-Instruct",
        "tensor_parallel_size": 1
      },
      "client_parameters": {
        "model": "meta-llama/Llama-3.2-3B-Instruct",
        "dataset_name": "random",
        "random-input-len": 128,
        "random-output-len": 128
      }
    },
    {
      "test_name": "serving_granite2B_tp1_random_128_128",
      "server_parameters": {
        "model": "ibm-granite/granite-3.2-2b-instruct",
        "tensor_parallel_size": 1
      },
      "client_parameters": {
        "model": "ibm-granite/granite-3.2-2b-instruct",
        "dataset_name": "random",
        "random-input-len": 128,
        "random-output-len": 128
      }
    },
    {
      "test_name": "serving_qwen1.7B_tp1_random_128_128",
      "server_parameters": {
        "model": "Qwen/Qwen3-1.7B",
        "tensor_parallel_size": 1
      },
      "client_parameters": {
        "model": "Qwen/Qwen3-1.7B",
        "dataset_name": "random",
        "random-input-len": 128,
        "random-output-len": 128
      }
    },
    {
      "test_name": "serving_qwen4B_tp1_random_128_128",
      "server_parameters": {
        "model": "Qwen/Qwen3-4B",
        "tensor_parallel_size": 1
      },
      "client_parameters": {
        "model": "Qwen/Qwen3-4B",
        "dataset_name": "random",
        "random-input-len": 128,
        "random-output-len": 128
      }
    },
    {
      "test_name": "serving_qwen8B_tp1_random_128_128",
      "server_parameters": {
        "model": "Qwen/Qwen3-8B",
        "tensor_parallel_size": 1
      },
      "client_parameters": {
        "model": "Qwen/Qwen3-8B",
        "dataset_name": "random",
        "random-input-len": 128,
        "random-output-len": 128
      }
    },
    {
      "test_name": "serving_glm9B_tp1_random_128_128",
      "server_parameters": {
        "model": "zai-org/glm-4-9b-hf",
        "tensor_parallel_size": 1
      },
      "client_parameters": {
        "model": "zai-org/glm-4-9b-hf",
        "dataset_name": "random",
        "random-input-len": 128,
        "random-output-len": 128
      }
    },
    {
      "test_name": "serving_gemma7B_tp1_random_128_128",
      "server_parameters": {
        "model": "google/gemma-7b",
        "tensor_parallel_size": 1
      },
      "client_parameters": {
        "model": "google/gemma-7b",
        "dataset_name": "random",
        "random-input-len": 128,
        "random-output-len": 128
      }
    }
  ]
}