diff --git a/extensions-builtin/Lora/extra_networks_lora.py b/extensions-builtin/Lora/extra_networks_lora.py
index c2944a379..cb6989fb7 100644
--- a/extensions-builtin/Lora/extra_networks_lora.py
+++ b/extensions-builtin/Lora/extra_networks_lora.py
@@ -100,7 +100,7 @@ class ExtraNetworkLora(extra_networks.ExtraNetwork):
                 network_hashes.append(f"{alias}: {shorthash}")
             if network_hashes:
                 p.extra_generation_params["Lora hashes"] = ", ".join(network_hashes)
-        if len(names) > 0:
+        if len(names) > 0 and step == 0:
             shared.log.info(f'LoRA apply: {names} patch={t1-t0:.2f} load={t2-t1:.2f}')
         elif self.active:
             self.active = False
diff --git a/modules/extra_networks.py b/modules/extra_networks.py
index 3ee4acb5d..aa092b6c3 100644
--- a/modules/extra_networks.py
+++ b/modules/extra_networks.py
@@ -77,7 +77,10 @@ def activate(p, extra_network_data, step=0):
     for extra_network_args in extra_network_data.values():
         stepwise = stepwise or is_stepwise(extra_network_args)
     functional = shared.opts.lora_functional
-    shared.opts.lora_functional = stepwise or functional
+    if shared.opts.lora_force_diffusers and stepwise:
+        shared.log.warning("Composable LoRA not compatible with 'lora_force_diffusers'")
+        stepwise = False
+    shared.opts.data['lora_functional'] = stepwise or functional
     for extra_network_name, extra_network_args in extra_network_data.items():
         extra_network = extra_network_registry.get(extra_network_name, None)
         if extra_network is None:
diff --git a/modules/processing_diffusers.py b/modules/processing_diffusers.py
index 6f97ea36b..f832dd7c6 100644
--- a/modules/processing_diffusers.py
+++ b/modules/processing_diffusers.py
@@ -74,13 +74,7 @@ def process_diffusers(p: processing.StableDiffusionProcessing):
                     raise AssertionError('Interrupted...')
                 time.sleep(0.1)
         if hasattr(p, "extra_network_data"):
-            if shared.opts.lora_force_diffusers:
-                shared.log.warning("Composable LoRA not compatible with 'lora_force_diffusers'")
-            else:
-                functional = shared.opts.lora_functional
-                shared.opts.lora_functional = True
-                extra_networks.activate(p, p.extra_network_data, step=step)
-                shared.opts.lora_functional = functional
+            extra_networks.activate(p, p.extra_network_data, step=step)
         if latents is None:
             return kwargs
         elif shared.opts.nan_skip: