fix models

app.py

@@ -14,12 +14,12 @@ def create_video_interface():
         with gr.Row():
             with gr.Column(scale=2):
                 input_concept = gr.Textbox(label="Core Concept/Thematic Input", lines=3)
-                duration = gr.Slider(15, 600, value=60, label="Duration (seconds)")
                 style = gr.Dropdown(
                     choices=["Cinematic", "Documentary", "Animation", "Action", "Experimental"],
                     value="Cinematic",
                     label="Video Style"
                 )
+
                 camera_style = gr.Dropdown(
                     choices=["Steadicam flow", "Drone aerials", "Handheld urgency", "Crane elegance", 
                            "Dolly precision", "VR 360", "Multi-angle rig"],
@@ -85,10 +85,11 @@ def create_video_interface():
 
         generate_btn.click(
             llm_node.generate_video_prompt,
-            inputs=[input_concept, duration, style, camera_style, pacing, special_effects, custom_elements, provider, model],
+            inputs=[input_concept, style, camera_style, pacing, special_effects, custom_elements, provider, model],
             outputs=output
         )
 
+
     return demo
 
 if __name__ == "__main__":

llm_inference_video.py

@@ -23,27 +23,28 @@ class VideoLLMInferenceNode:
     def generate_video_prompt(
         self,
         input_concept,
-        duration,
         style,
         camera_style,
         pacing,
         special_effects,
         custom_elements,
         provider="Hugging Face",
+
         model=None
     ):
         try:
             # Video prompt templates
             prompt_templates = {
-                "cinematic": f"""Create a single, detailed paragraph describing a {duration}-second cinematic video that captures {input_concept}. Focus on creating a cohesive narrative that incorporates {style} visual aesthetics, {camera_style} camera work, {pacing} pacing, and {special_effects} effects. Include atmospheric elements like {custom_elements if custom_elements else 'mood lighting and environmental details'} to enhance the storytelling. Describe the visual journey without technical timestamps or shot lists.""",
+                "cinematic": f"""Create a single, detailed paragraph describing a cinematic video that captures {input_concept}. Focus on creating a cohesive narrative that incorporates {style} visual aesthetics, {camera_style} camera work, {pacing} pacing, and {special_effects} effects. Include atmospheric elements like {custom_elements if custom_elements else 'mood lighting and environmental details'} to enhance the storytelling. Describe the visual journey without technical timestamps or shot lists.""",
+
+                "documentary": f"""Write a comprehensive paragraph for a  documentary-style video exploring {input_concept}. Blend observational footage with {camera_style} cinematography, incorporating {pacing} editorial rhythm and {special_effects} visual treatments. Focus on creating an immersive narrative that educates and engages, enhanced by {custom_elements if custom_elements else 'authentic moments and natural lighting'}.""",
 
-                "documentary": f"""Write a comprehensive paragraph for a {duration}-second documentary-style video exploring {input_concept}. Blend observational footage with {camera_style} cinematography, incorporating {pacing} editorial rhythm and {special_effects} visual treatments. Focus on creating an immersive narrative that educates and engages, enhanced by {custom_elements if custom_elements else 'authentic moments and natural lighting'}.""",
+                "animation": f"""Compose a vivid paragraph describing a {style} animated video showcasing {input_concept}. Detail the unique visual style, character movements, and world-building elements, incorporating {camera_style} perspectives and {pacing} story flow. Include {special_effects} animation effects and {custom_elements if custom_elements else 'signature artistic elements'} to create a memorable visual experience.""",
 
-                "animation": f"""Compose a vivid paragraph describing a {duration}-second {style} animated video showcasing {input_concept}. Detail the unique visual style, character movements, and world-building elements, incorporating {camera_style} perspectives and {pacing} story flow. Include {special_effects} animation effects and {custom_elements if custom_elements else 'signature artistic elements'} to create a memorable visual experience.""",
+                "action": f"""Craft an energetic paragraph describing an action sequence centered on {input_concept}. Emphasize the dynamic flow of action using {camera_style} cinematography, {pacing} rhythm, and {special_effects} visual effects. Incorporate {style} stylistic choices and {custom_elements if custom_elements else 'impactful moments'} to create an adrenaline-pumping experience.""",
 
-                "action": f"""Craft an energetic paragraph describing a {duration}-second action sequence centered on {input_concept}. Emphasize the dynamic flow of action using {camera_style} cinematography, {pacing} rhythm, and {special_effects} visual effects. Incorporate {style} stylistic choices and {custom_elements if custom_elements else 'impactful moments'} to create an adrenaline-pumping experience.""",
 
-                "experimental": f"""Create an avant-garde paragraph describing a {duration}-second experimental video exploring {input_concept}. Embrace unconventional storytelling through {style} aesthetics, {camera_style} techniques, and {pacing} temporal flow. Incorporate {special_effects} digital manipulations and {custom_elements if custom_elements else 'abstract visual metaphors'} to challenge traditional narrative structures."""
+                "experimental": f"""Create an avant-garde paragraph describing an experimental video exploring {input_concept}. Embrace unconventional storytelling through {style} aesthetics, {camera_style} techniques, and {pacing} temporal flow. Incorporate {special_effects} digital manipulations and {custom_elements if custom_elements else 'abstract visual metaphors'} to challenge traditional narrative structures."""
             }
 
             base_prompt = prompt_templates.get(style.lower(), prompt_templates["cinematic"])