diff --git a/modules_forge/main_entry.py b/modules_forge/main_entry.py
index 373c19f9..905ea0f4 100644
--- a/modules_forge/main_entry.py
+++ b/modules_forge/main_entry.py
@@ -18,7 +18,7 @@ from modules import (
     shared_items,
     ui_common,
 )
-from modules_forge.presets import PresetArch, use_distill, use_shift
+from modules_forge.presets import PresetArch, is_video, use_distill, use_shift
 
 logger = logging.getLogger("ui_models")
 setup_logger(logger)
@@ -285,7 +285,10 @@ def on_preset_change(preset: str):
     else:
         d_args = {"visible": False}
 
-    batch_args = {"minimum": 1, "maximum": 241, "step": 16, "label": "Frames", "value": 1} if preset == "wan" else {"minimum": 1, "maximum": 8, "step": 1, "label": "Batch Size", "value": 1}
+    if (fps := is_video(preset)) > 1:
+        batch_args = {"minimum": 1, "maximum": fps * 15 + 1, "step": fps, "label": "Frames", "value": getattr(shared.opts, f"{preset}_batch_size", 1)}
+    else:
+        batch_args = {"minimum": 1, "maximum": 8, "step": 1, "label": "Batch Size", "value": getattr(shared.opts, f"{preset}_batch_size", 1)}
 
     return [
         # ui_checkpoint, ui_vae, ui_forge_unet_dtype
diff --git a/modules_forge/presets.py b/modules_forge/presets.py
index 2bfdf3b4..681dc562 100644
--- a/modules_forge/presets.py
+++ b/modules_forge/presets.py
@@ -83,6 +83,10 @@ SHIFT = {
     PresetArch.ernie: 3.0,
 }
 
+FRAMES = {
+    PresetArch.wan.name: 16,
+}
+
 
 def use_distill(arch: str) -> bool:
     return arch in [preset.name for preset in DISTILL.keys()]
@@ -92,6 +96,10 @@ def use_shift(arch: str) -> bool:
     return arch in [preset.name for preset in SHIFT.keys()]
 
 
+def is_video(arch: str) -> int:
+    return FRAMES.get(arch, 1)
+
+
 def register(options_templates: dict):
     from gradio import Dropdown, Slider
 
@@ -189,6 +197,25 @@ def register(options_templates: dict):
                 )
             )
 
+        if (fps := FRAMES.get(arch.name, 1)) > 1:
+            options_templates.update(
+                options_section(
+                    (f"ui_{name}", name.upper(), "presets"),
+                    {
+                        f"{name}_batch_size": OptionInfo(1, "Frames", Slider, {"minimum": 1, "maximum": fps * 15 + 1, "step": fps}),
+                    },
+                )
+            )
+        else:
+            options_templates.update(
+                options_section(
+                    (f"ui_{name}", name.upper(), "presets"),
+                    {
+                        f"{name}_batch_size": OptionInfo(1, "Batch Size", Slider, {"minimum": 1, "maximum": 8, "step": 1}),
+                    },
+                )
+            )
+
         options_templates.update(
             options_section(
                 (f"ui_{name}", name.upper(), "presets"),