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Update app.py
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app.py
CHANGED
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@@ -7,6 +7,24 @@ import spaces
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vae = AutoencoderKL.from_pretrained("madebyollin/sdxl-vae-fp16-fix", torch_dtype=torch.float16)
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### SDXL Turbo ####
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pipe_turbo = StableDiffusionXLPipeline.from_pretrained("stabilityai/sdxl-turbo",
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vae=vae,
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@@ -64,6 +82,10 @@ def run_comparison(prompt, progress=gr.Progress(track_tqdm=True)):
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yield image_turbo, image_lightning, None
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image_hyper=pipe_hyper(prompt=prompt, num_inference_steps=1, guidance_scale=0, timesteps=[800]).images[0]
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yield image_turbo, image_lightning, image_hyper
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examples = ["A dignified beaver wearing glasses, a vest, and colorful neck tie.",
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"The spirit of a tamagotchi wandering in the city of Barcelona",
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@@ -89,7 +111,13 @@ with gr.Blocks() as demo:
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with gr.Column():
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image_hyper = gr.Image(label="Hyper SDXL")
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gr.Markdown("## [Hyper SDXL](https://huggingface.co/ByteDance/Hyper-SD)")
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-
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gr.on(
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triggers=[prompt.submit, run.click],
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fn=run_comparison,
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vae = AutoencoderKL.from_pretrained("madebyollin/sdxl-vae-fp16-fix", torch_dtype=torch.float16)
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### RealVisXL V3 ###
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RealVisXLv3_pipe = DiffusionPipeline.from_pretrained(
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"SG161222/RealVisXL_V3.0",
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torch_dtype=torch.float16,
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use_safetensors=True,
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add_watermarker=False,
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variant="fp16"
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)
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RealVisXLv3_pipe.to("cuda")
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### RealVisXL V4 ###
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RealVisXLv4_pipe = DiffusionPipeline.from_pretrained(
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"SG161222/RealVisXL_V4.0",
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torch_dtype=torch.float16,
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use_safetensors=True,
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add_watermarker=False,
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variant="fp16"
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)
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RealVisXLv4_pipe.to("cuda")
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### SDXL Turbo ####
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pipe_turbo = StableDiffusionXLPipeline.from_pretrained("stabilityai/sdxl-turbo",
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vae=vae,
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yield image_turbo, image_lightning, None
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image_hyper=pipe_hyper(prompt=prompt, num_inference_steps=1, guidance_scale=0, timesteps=[800]).images[0]
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yield image_turbo, image_lightning, image_hyper
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image_turbo=RealVisXLv3_pipe(prompt=prompt, num_inference_steps=8, guidance_scale=0).images[0]
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yield image_turbo, None, None
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image_lightning=RealVisXLv4_pipe(prompt=prompt, num_inference_steps=8, guidance_scale=0).images[0]
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yield image_turbo, image_lightning, None
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examples = ["A dignified beaver wearing glasses, a vest, and colorful neck tie.",
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"The spirit of a tamagotchi wandering in the city of Barcelona",
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with gr.Column():
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image_hyper = gr.Image(label="Hyper SDXL")
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gr.Markdown("## [Hyper SDXL](https://huggingface.co/ByteDance/Hyper-SD)")
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with gr.Column():
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image_r3 = gr.Image(label="RealVisXL V3")
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gr.Markdown("## [RealVisXL V3](https://huggingface.co)")
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with gr.Column():
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image_r4 = gr.Image(label="RealVisXL V4")
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gr.Markdown("## [RealVisXL V3](https://huggingface.co)")
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image_outputs = [image_turbo, image_lightning, image_hyper, image_r3, image_4]
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gr.on(
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triggers=[prompt.submit, run.click],
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fn=run_comparison,
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