[bugfix][MiniCPM-o] Fix offline_inference/test_minicpmo_4_5.py and online_serving/ one (#5464)

Co-authored-by: amy-why-3459 <wuhaiyan17@huawei.com>

tests/model_executor/models/minicpmo_4_5/test_pipeline.py

@@ -229,6 +229,14 @@ class TestDeployTopology:
             "vllm_omni.model_executor.stage_input_processors.minicpmo_4_5_omni.tts2code2wav_token_only"
         )
 
+    def test_no_async_chunk_selects_full_payload_processor(self) -> None:
+        deploy = load_deploy_config(_DEPLOY_DIR / "minicpmo_4_5.yaml")
+        deploy.async_chunk = False
+        stages = merge_pipeline_deploy(OMNI_PIPELINES[_PIPELINE_KEY], deploy)
+
+        assert stages[1].yaml_engine_args["async_chunk"] is False
+        assert stages[1].yaml_engine_args["custom_process_next_stage_input_func"].endswith(".tts2code2wav_full_payload")
+
 
 def test_code2wav_model_is_lazily_registered() -> None:
     assert _OMNI_MODELS["MiniCPMO45Code2Wav"] == (

tests/model_executor/stage_input_processors/test_minicpmo_4_5_async_chunk.py

@@ -72,6 +72,16 @@ def _codes(payload) -> list[int]:
     return payload.codes.audio.tolist()
 
 
+def test_empty_full_payload_releases_consumer_wait_gate() -> None:
+    payload = tts2code2wav_full_payload(_manager(), None, _request("req"))
+
+    assert _codes(payload) == []
+    assert payload.meta.code_flat_numel == 0
+    assert payload.meta.left_context_size == 0
+    assert payload.meta.last_chunk is True
+    assert payload.meta.finished.item() is True
+
+
 @pytest.mark.parametrize(("count", "emitted"), [(24, False), (25, True), (26, True)])
 def test_first_chunk_threshold_is_25_generated_codes(count: int, emitted: bool) -> None:
     manager = _manager()