[CI] Split mteb test from Language Models Test (#24634)

Signed-off-by: wang.yuqi <noooop@126.com>

tests/models/language/pooling_mteb_test/test_cross_encoder.py

@@ -0,0 +1,23 @@
+# SPDX-License-Identifier: Apache-2.0
+# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
+import pytest
+
+from tests.models.utils import (CLSPoolingRerankModelInfo,
+                                LASTPoolingRerankModelInfo, RerankModelInfo)
+
+from .mteb_utils import mteb_test_rerank_models
+
+RERANK_MODELS = [
+    CLSPoolingRerankModelInfo("cross-encoder/ms-marco-TinyBERT-L-2-v2",
+                              mteb_score=0.32898,
+                              architecture="BertForSequenceClassification"),
+    LASTPoolingRerankModelInfo("tomaarsen/Qwen3-Reranker-0.6B-seq-cls",
+                               mteb_score=0.25736,
+                               architecture="Qwen3ForSequenceClassification")
+]
+
+
+@pytest.mark.parametrize("model_info", RERANK_MODELS)
+def test_rerank_models_mteb(hf_runner, vllm_runner,
+                            model_info: RerankModelInfo) -> None:
+    mteb_test_rerank_models(hf_runner, vllm_runner, model_info)