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Update app.py
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app.py
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@@ -18,6 +18,7 @@ pipe.enable_vae_tiling()
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# Apply hidiffusion with a single line of code.
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apply_hidiffusion(pipe)
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@spaces.GPU
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def run_hidiffusion(prompt, negative_prompt, progress=gr.Progress(track_tqdm=True)):
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@@ -27,10 +28,9 @@ def run_hidiffusion(prompt, negative_prompt, progress=gr.Progress(track_tqdm=Tru
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def run_hidiffusion_15(prompt, negative_prompt, progress=gr.Progress(track_tqdm=True)):
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return pipe_15(prompt, guidance_scale=7.5, height=1024, width=1024, eta=1.0, negative_prompt=negative_prompt, num_inference_steps=25).images[0]
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-
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with gr.Blocks() as demo:
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gr.Markdown("# HiDiffusion Demo")
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gr.Markdown("Make
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with gr.Tab("SDXL in 2048x2048"):
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with gr.Row():
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prompt = gr.Textbox(label="Prompt")
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@@ -41,8 +41,12 @@ with gr.Blocks() as demo:
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prompt_15 = gr.Textbox(label="Prompt")
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negative_prompt_15 = gr.Textbox(label="Negative Prompt")
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btn_15 = gr.Button("Run")
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output = gr.Image()
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btn.click(fn=run_hidiffusion, inputs=[prompt, negative_prompt], outputs=[output])
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btn_15.click(fn=run_hidiffusion, inputs=[prompt_15, negative_prompt_15], outputs=[output])
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demo.launch()
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# Apply hidiffusion with a single line of code.
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apply_hidiffusion(pipe)
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apply_hidiffusion(pipe_15)
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@spaces.GPU
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def run_hidiffusion(prompt, negative_prompt, progress=gr.Progress(track_tqdm=True)):
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def run_hidiffusion_15(prompt, negative_prompt, progress=gr.Progress(track_tqdm=True)):
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return pipe_15(prompt, guidance_scale=7.5, height=1024, width=1024, eta=1.0, negative_prompt=negative_prompt, num_inference_steps=25).images[0]
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with gr.Blocks() as demo:
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gr.Markdown("# HiDiffusion Demo")
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gr.Markdown("Make diffusion models generate higher resolution images with Resolution-Aware U-Net & Multi-head Self-Attention. [Paper](https://huggingface.co/papers/2311.17528) | [Code](https://github.com/megvii-research/HiDiffusion)")
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with gr.Tab("SDXL in 2048x2048"):
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with gr.Row():
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prompt = gr.Textbox(label="Prompt")
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prompt_15 = gr.Textbox(label="Prompt")
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negative_prompt_15 = gr.Textbox(label="Negative Prompt")
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btn_15 = gr.Button("Run")
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output = gr.Image(label="Result")
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gr.Examples(examples=[
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["Echoes of a forgotten song drift across the moonlit sea, where a ghost ship sails, its spectral crew bound to an eternal quest for redemption.", ""],
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["Roger rabbit as a real person, photorealistic, cinematic.", ""],
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["tanding tall amidst the ruins, a stone golem awakens, vines and flowers sprouting from the crevices in its body.",""]
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], inputs=[prompt, negative_prompt], outputs=[output])
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btn.click(fn=run_hidiffusion, inputs=[prompt, negative_prompt], outputs=[output])
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btn_15.click(fn=run_hidiffusion, inputs=[prompt_15, negative_prompt_15], outputs=[output])
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demo.launch()
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