diff --git a/kauldron/xm/_src/experiment.py b/kauldron/xm/_src/experiment.py
index 2bccc4d8..9578b5cb 100644
--- a/kauldron/xm/_src/experiment.py
+++ b/kauldron/xm/_src/experiment.py
@@ -129,9 +129,11 @@ def __post_init__(self):
       new_sweep = new_sweep.replace_with_jobs_provider(self.jobs_provider)
     object.__setattr__(self, "sweep_info", new_sweep)
 
-  def launch(self) -> xm_abc.XManagerExperiment:
+  def launch(
+      self, existing_xp: xm_abc.XManagerExperiment | None = None
+  ) -> xm_abc.XManagerExperiment:
     """Launch the experiment."""
-    with self.create_experiment() as xp:
+    with self._maybe_create_experiment(existing_xp) as xp:
       xp.context.add_config_file(
           file_content=epy.pretty_repr(self.resolved_jobs),
           description="Jobs",
@@ -170,10 +172,20 @@ def launch(self) -> xm_abc.XManagerExperiment:
             workdir=dir_builder.xp_dir,
             executor=xm_abc.Borg(requirements=requirements),
         )
-      # TODO(epot): Support Custom auxiliaries
 
     return xp
 
+  @contextlib.contextmanager
+  def _maybe_create_experiment(
+      self, existing_xp: xm_abc.XManagerExperiment | None
+  ) -> Iterator[xm_abc.XManagerExperiment]:
+    """Returns either the existing experiment or create a new one."""
+    if existing_xp is not None:
+      yield existing_xp
+    else:
+      with self.create_experiment() as xp:
+        yield xp
+
   @contextlib.contextmanager
   def create_experiment(self) -> Iterator[xm_abc.XManagerExperiment]:
     """Wrapper around `xm_abc.create_experiment`."""
diff --git a/kauldron/xm/_src/kauldron_utils.py b/kauldron/xm/_src/kauldron_utils.py
index 4a5029c8..15f43ca7 100644
--- a/kauldron/xm/_src/kauldron_utils.py
+++ b/kauldron/xm/_src/kauldron_utils.py
@@ -91,6 +91,7 @@ def from_module(
       module: str | types.ModuleType,
       *,
       overrides: dict[str, Any] | None = None,
+      config_parameter: str | None = None,
   ) -> KauldronJobs:
     """Create a `KauldronJobs` from a config module."""
     if isinstance(module, str):
@@ -98,9 +99,14 @@ def from_module(
     elif not isinstance(module, types.ModuleType):
       raise TypeError(f"Expected module. Got: {type(module)}")
 
+    if config_parameter is None:
+      config = module.get_config()
+    else:
+      config = module.get_config(config_parameter)
     return cls(
         module=module,
-        config=module.get_config(),
+        config=config,
+        config_parameter=config_parameter,
         overrides=overrides or {},
     )