Add advanced video generation parameters to Gradio interface
Browse files
app.py
CHANGED
@@ -14,7 +14,7 @@ TRANSFORMER_MODELS = [
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]
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@spaces.GPU
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-
def generate_video(transformer_model, prompt, negative_prompt):
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# Cargar el modelo del transformer seleccionado
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transformer = CogVideoXTransformer3DModel.from_pretrained(
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transformer_model,
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@@ -32,10 +32,10 @@ def generate_video(transformer_model, prompt, negative_prompt):
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video_frames = pipeline(
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prompt=prompt,
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negative_prompt=negative_prompt,
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num_frames=
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height=
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width=
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num_inference_steps=
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).frames[0]
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# Guardar el video en un archivo temporal
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@@ -65,6 +65,41 @@ with gr.Blocks() as demo:
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label="Prompt Negativo",
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value="inconsistent motion, blurry motion, worse quality, degenerate outputs, deformed outputs"
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)
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generate_btn = gr.Button("Generar Video")
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with gr.Column():
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@@ -74,7 +109,15 @@ with gr.Blocks() as demo:
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# Conectar la función
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generate_btn.click(
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fn=generate_video,
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-
inputs=[
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outputs=video_output
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)
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]
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@spaces.GPU
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+
def generate_video(transformer_model, prompt, negative_prompt, num_frames, height, width, num_inference_steps):
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# Cargar el modelo del transformer seleccionado
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transformer = CogVideoXTransformer3DModel.from_pretrained(
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transformer_model,
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video_frames = pipeline(
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prompt=prompt,
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negative_prompt=negative_prompt,
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num_frames=num_frames,
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height=height,
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width=width,
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num_inference_steps=num_inference_steps
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).frames[0]
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# Guardar el video en un archivo temporal
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label="Prompt Negativo",
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value="inconsistent motion, blurry motion, worse quality, degenerate outputs, deformed outputs"
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)
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+
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with gr.Accordion("Parámetros Avanzados", open=False):
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num_frames = gr.Slider(
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minimum=8,
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maximum=128,
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value=8,
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step=1,
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label="Número de Frames",
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info="Cantidad de frames en el video"
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)
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height = gr.Slider(
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minimum=32,
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maximum=1024,
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value=32,
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step=64,
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label="Altura",
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info="Altura del video en píxeles"
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)
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width = gr.Slider(
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minimum=32,
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maximum=1024,
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value=32,
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step=64,
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label="Anchura",
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info="Anchura del video en píxeles"
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)
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num_inference_steps = gr.Slider(
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minimum=10,
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maximum=100,
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value=10,
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step=1,
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label="Pasos de Inferencia",
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info="Mayor número = mejor calidad pero más lento"
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)
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generate_btn = gr.Button("Generar Video")
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with gr.Column():
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# Conectar la función
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generate_btn.click(
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fn=generate_video,
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inputs=[
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model_dropdown,
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prompt_input,
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negative_prompt_input,
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num_frames,
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height,
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width,
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num_inference_steps
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],
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outputs=video_output
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)
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