[CI] Fix nightly CI (#3821)

### What this PR does / why we need it?
This patch fix the nightly CI runs
[failure](https://github.com/vllm-project/vllm-ascend/actions/runs/18848144365)

### Does this PR introduce _any_ user-facing change?

### How was this patch tested?


- vLLM version: v0.11.0rc3
- vLLM main:
https://github.com/vllm-project/vllm/commit/releases/v0.11.1

---------

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

tests/e2e/nightly/multi_node/config/multi_node_config.py

@@ -84,16 +84,17 @@ class MultiNodeConfig:
         self.envs["LOCAL_IP"] = self.cur_ip
         self.envs["NIC_NAME"] = self.nic_name
 
+        master_ip = self.cluster_ips[0]
         if self.disaggregated_prefill:
             self.envs[
                 "DISAGGREGATED_PREFILL_RANK_TABLE_PATH"] = self.disaggregated_prefill.get(
                     "ranktable_path")
             if self.cur_index < self.decode_start_index:
-                self.envs["MASTER_IP"] = self.cluster_ips[0]
+                master_ip = self.cluster_ips[0]
             else:
-                self.envs["MASTER_IP"] = self.cluster_ips[
-                    self.decode_start_index]
+                master_ip = self.cluster_ips[self.decode_start_index]
 
+        self.envs["MASTER_IP"] = master_ip
         ascend_path = "/usr/local/Ascend/ascend-toolkit/latest/python/site-packages"
         self.envs[
             "LD_LIBRARY_PATH"] = f"{ascend_path}:{self.envs.get('LD_LIBRARY_PATH', os.environ.get('LD_LIBRARY_PATH', ''))}"
@@ -288,8 +289,3 @@ class MultiNodeConfig:
         subprocess.run(cmd, env=env, check=True)
         assert os.path.exists(
             str(ranktable_path)), "failed generate ranktable.json"
-
-
-if __name__ == '__main__':
-    config = MultiNodeConfig.from_yaml()
-    print(config.perf_cmd)

tests/e2e/nightly/multi_node/scripts/run.sh

@@ -121,7 +121,7 @@ download_go() {
 }
 
 install_ais_bench() {
-    local AIS_BENCH="$SRC_DIR/benchmark"
+    local AIS_BENCH="$SRC_DIR/vllm-ascend/benchmark"
     git clone https://gitee.com/aisbench/benchmark.git $AIS_BENCH
     cd $AIS_BENCH
     git checkout v3.0-20250930-master
@@ -166,8 +166,8 @@ run_tests() {
     kill_npu_processes
     ret=$?
     if [ "$LWS_WORKER_INDEX" -eq 0 ]; then
-        mkdir -p "$(dirname "$RESULT_PATH")"
-        echo $ret > "$RESULT_PATH"
+        mkdir -p "$(dirname "$RESULT_FILE_PATH")"
+        echo $ret > "$RESULT_FILE_PATH"
     fi
     return $ret
 }

tests/e2e/nightly/multi_node/test_multi_node.py

@@ -48,7 +48,7 @@ def get_local_model_path_with_retry(
 async def get_completions(url: str, model: str, prompts: Union[str, List[str]],
                           **api_kwargs: Any) -> List[str]:
     """
-    Asynchronously send HTTP requests to a /v1/completions endpoint.
+    Asynchronously send HTTP requests to endpoint.
 
     Args:
         url: Full endpoint URL, e.g. "http://localhost:1025/v1/completions"
@@ -88,7 +88,10 @@ async def get_completions(url: str, model: str, prompts: Union[str, List[str]],
 @pytest.mark.asyncio
 async def test_multi_node() -> None:
     config = MultiNodeConfig.from_yaml()
+    # To avoid modelscope 400 HttpError, we should download the model with retry
     local_model_path = get_local_model_path_with_retry(config.model)
+    config.server_cmd = config.server_cmd.replace(config.model,
+                                                  local_model_path)
     assert local_model_path is not None, "can not find any local weight for test"
     env_dict = config.envs
     perf_cmd = config.perf_cmd
@@ -113,11 +116,6 @@ async def test_multi_node() -> None:
         ) as remote_server:
             if config.is_master:
                 port = proxy_port if disaggregated_prefill else server_port
-                base_url = f"http://localhost:{port}/v1/completions"
-                _ = await get_completions(url=base_url,
-                                          model=local_model_path,
-                                          prompts=prompts,
-                                          api_kwargs=api_keyword_args)
                 # aisbench test
                 if acc_cmd:
                     run_aisbench_cases(local_model_path, port, acc_cmd)