diff --git a/.github/workflows/diffusion-ci-gt-gen.yml b/.github/workflows/diffusion-ci-gt-gen.yml
index 4bbac2c97..4e335655a 100644
--- a/.github/workflows/diffusion-ci-gt-gen.yml
+++ b/.github/workflows/diffusion-ci-gt-gen.yml
@@ -47,7 +47,6 @@ jobs:
             --partition-id ${{ matrix.part }} \
             --total-partitions 2 \
             --out-dir ./diffusion-ci-outputs \
-            --continue-on-error \
             ${{ inputs.case_ids != '' && format('--case-ids {0}', inputs.case_ids) || '' }}
 
       - name: Upload artifact
@@ -81,7 +80,6 @@ jobs:
             --partition-id ${{ matrix.part }} \
             --total-partitions 2 \
             --out-dir ./diffusion-ci-outputs \
-            --continue-on-error \
             ${{ inputs.case_ids != '' && format('--case-ids {0}', inputs.case_ids) || '' }}
 
       - name: Upload artifact
diff --git a/python/sglang/multimodal_gen/registry.py b/python/sglang/multimodal_gen/registry.py
index 1b1f57ec5..ac2e728d6 100644
--- a/python/sglang/multimodal_gen/registry.py
+++ b/python/sglang/multimodal_gen/registry.py
@@ -11,6 +11,7 @@ import dataclasses
 import importlib
 import os
 import pkgutil
+import sys
 from functools import lru_cache
 from typing import (
     TYPE_CHECKING,
@@ -381,6 +382,19 @@ def _get_diffusers_model_info(
                     ],
                     bases=(DiffusersGenericPipelineConfig,),
                 )
+                # make_dataclass sets __module__="types"; fix for pickle.
+                pipeline_config_cls.__module__ = (
+                    DiffusersGenericPipelineConfig.__module__
+                )
+                pipeline_config_cls.__qualname__ = (
+                    DiffusersGenericPipelineConfig.__qualname__
+                )
+                parent_module = sys.modules[DiffusersGenericPipelineConfig.__module__]
+                setattr(
+                    parent_module,
+                    DiffusersGenericPipelineConfig.__name__,
+                    pipeline_config_cls,
+                )
                 logger.debug(
                     "Inherited task_type=%s from native config for diffusers backend",
                     native_task_type.name,