[CI][Benchmark] Add new model and v1 test to perf benchmarks (#1099)

### What this PR does / why we need it?
- Add qwen2.5-7b-instruct test
- Add v1 test
---------

Signed-off-by: wangli <wangli858794774@gmail.com>

benchmarks/tests/latency-tests.json

@@ -9,5 +9,15 @@
       "num_iters_warmup": 5,
       "num_iters": 15
     }
+  },
+  {
+    "test_name": "latency_qwen2_5_7B_tp1",
+    "parameters": {
+      "model": "Qwen/Qwen2.5-7B-Instruct",
+      "tensor_parallel_size": 1,
+      "load_format": "dummy",
+      "num_iters_warmup": 5,
+      "num_iters": 15
+    }
   }
 ]

benchmarks/tests/serving-tests.json

@@ -49,5 +49,29 @@
       "dataset_path": "/github/home/.cache/datasets/ShareGPT_V3_unfiltered_cleaned_split.json",
       "num_prompts": 200
     }
+  },
+  {
+    "test_name": "serving_qwen2_5_7B_tp1",
+    "qps_list": [
+      1,
+      4,
+      16,
+      "inf"
+    ],
+    "server_parameters": {
+      "model": "Qwen/Qwen2.5-7B-Instruct",
+      "tensor_parallel_size": 1,
+      "swap_space": 16,
+      "disable_log_stats": "",
+      "disable_log_requests": "",
+      "load_format": "dummy"
+    },
+    "client_parameters": {
+      "model": "Qwen/Qwen2.5-7B-Instruct",
+      "backend": "vllm",
+      "dataset_name": "sharegpt",
+      "dataset_path": "/github/home/.cache/datasets/ShareGPT_V3_unfiltered_cleaned_split.json",
+      "num_prompts": 200
+    }
   }
 ]

benchmarks/tests/throughput-tests.json

@@ -22,6 +22,17 @@
       "dataset_path": "lmarena-ai/vision-arena-bench-v0.1",
       "num_prompts": 200
     }
+  },
+  {
+    "test_name": "throughput_qwen2_5_7B_tp1",
+    "parameters": {
+      "model": "Qwen/Qwen2.5-7B-Instruct",
+      "tensor_parallel_size": 1,
+      "load_format": "dummy",
+      "dataset_path": "/github/home/.cache/datasets/ShareGPT_V3_unfiltered_cleaned_split.json",
+      "num_prompts": 200,
+      "backend": "vllm"
+    }
   }
 ]