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Update app.py
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app.py
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@@ -3,7 +3,9 @@ import torch
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from diffusers import I2VGenXLPipeline
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from diffusers.utils import export_to_gif, load_image
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import tempfile
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def initialize_pipeline(device):
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# Initialize the pipeline with CUDA support
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pipeline = I2VGenXLPipeline.from_pretrained("ali-vilab/i2vgen-xl", torch_dtype=torch.float16, variant="fp16")
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@@ -12,7 +14,6 @@ def initialize_pipeline(device):
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def generate_gif(prompt, image, negative_prompt, num_inference_steps, guidance_scale, seed):
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# Check if CUDA is available and set the device
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device = "cuda" if torch.cuda.is_available() else "cpu"
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# Initialize the pipeline within the function
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pipeline = initialize_pipeline(device)
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@@ -65,7 +66,7 @@ with gr.Blocks() as demo:
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text_generate_button.click(
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fn=generate_gif,
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inputs=[text_prompt,
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outputs=text_output_video
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)
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from diffusers import I2VGenXLPipeline
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from diffusers.utils import export_to_gif, load_image
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import tempfile
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import spaces
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@spaces.GPU
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def initialize_pipeline(device):
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# Initialize the pipeline with CUDA support
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pipeline = I2VGenXLPipeline.from_pretrained("ali-vilab/i2vgen-xl", torch_dtype=torch.float16, variant="fp16")
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def generate_gif(prompt, image, negative_prompt, num_inference_steps, guidance_scale, seed):
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# Check if CUDA is available and set the device
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# Initialize the pipeline within the function
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pipeline = initialize_pipeline(device)
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text_generate_button.click(
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fn=generate_gif,
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inputs=[text_prompt, gr.Image(type="filepath", label="Input Image (optional)", visible=False), text_negative_prompt, text_num_inference_steps, text_guidance_scale, text_seed],
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outputs=text_output_video
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)
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