Create app.py

app.py

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+import gradio as gr
+import torch
+from diffusers import TextToVideoPipeline
+
+pipeline = TextToVideoPipeline.from_pretrained("damo-vilab/text-to-video-ms-1.7b", torch_dtype=torch.float16)
+pipeline = pipeline.to("cuda")
+
+def generate_video(prompt):
+    video_frames = pipeline(prompt, num_inference_steps=25).frames
+    return video_frames
+
+interface = gr.Interface(
+    fn=generate_video,
+    inputs=gr.Textbox(lines=2, placeholder="Enter your prompt here..."),
+    outputs=gr.Video(),
+    title="Text to Video Generator",
+    description="Generate video from text prompt"
+)
+
+interface.launch()