[CI][Bugfix] skip fp8 Z-Image quality gate (#3531) and add torchdiffeq dev extra (#3563)

Signed-off-by: wangyu <410167048@qq.com>

pyproject.toml

@@ -62,7 +62,8 @@ dev = [
     "funasr>=1.0.0",
     "lpips>=0.1.4", # for quantization fp8
     "orjson>=3.11.7", # to make v1/embeddings API fast
-    "voxcpm>=2.0.2" # for voxcpm model test
+    "voxcpm>=2.0.2", # for voxcpm model Test
+    "torchdiffeq>=0.2.5" # for covo_audio Test
 ]
 
 demo = [

tests/diffusion/quantization/test_quantization_quality.py

@@ -322,6 +322,12 @@ _OUTPUT_DIR = Path(os.environ["VLLM_OMNI_QUALITY_OUTPUT_DIR"]) if "VLLM_OMNI_QUA
 
 def _quality_param(c: QualityTestConfig):
     marks = list(_marks)
+    if c.id == "fp8_z_image":
+        marks.append(
+            pytest.mark.skip(
+                reason="Z-Image FP8 quality gate temporarily disabled: https://github.com/vllm-project/vllm-omni/issues/3531"
+            )
+        )
     if c.id == "fp8_qwen_image":
         marks.append(
             pytest.mark.skip(reason="Qwen-Image FP8 quality gate temporarily disabled (see CI / issue tracker).")