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Vaibhavnaik12
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Browse files- .gitattributes +35 -0
- README.md +12 -0
- app.py +45 -0
- requirements.txt +2 -0
.gitattributes
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README.md
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---
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title: Koolerspace
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emoji: 📚
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colorFrom: pink
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colorTo: purple
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sdk: gradio
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sdk_version: 5.9.1
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app_file: app.py
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pinned: false
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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# This Gradio app uses the KolorsPipeline from the diffusers library to generate images based on a given prompt.
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import gradio as gr
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import torch
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from diffusers import KolorsPipeline
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# Load the KolorsPipeline model
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pipe = KolorsPipeline.from_pretrained(
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"Kwai-Kolors/Kolors-diffusers",
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torch_dtype=torch.float16,
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variant="fp16"
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).to("cuda")
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# Define the function to generate an image based on the prompt
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def generate_image(prompt, negative_prompt, guidance_scale, num_inference_steps, seed):
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generator = torch.Generator(pipe.device).manual_seed(seed)
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image = pipe(
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prompt=prompt,
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negative_prompt=negative_prompt,
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guidance_scale=guidance_scale,
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num_inference_steps=num_inference_steps,
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generator=generator,
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).images[0]
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return image
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# Create the Gradio interface
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with gr.Blocks() as demo:
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with gr.Row():
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prompt_input = gr.Textbox(label="Prompt", value="一张瓢虫的照片,微距,变焦,高质量,电影,拿着一个牌子,写着'可图'")
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negative_prompt_input = gr.Textbox(label="Negative Prompt", value="")
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with gr.Row():
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guidance_scale_slider = gr.Slider(label="Guidance Scale", minimum=0.0, maximum=10.0, value=5.0, step=0.1)
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num_inference_steps_slider = gr.Slider(label="Number of Inference Steps", minimum=1, maximum=100, value=50, step=1)
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seed_slider = gr.Slider(label="Seed", minimum=0, maximum=100000, value=66, step=1)
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generate_button = gr.Button("Generate Image")
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output_image = gr.Image(label="Generated Image")
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# Define the event listener for the generate button
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generate_button.click(
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fn=generate_image,
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inputs=[prompt_input, negative_prompt_input, guidance_scale_slider, num_inference_steps_slider, seed_slider],
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outputs=output_image
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)
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# Launch the Gradio app
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demo.launch(show_error=True)
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requirements.txt
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torch
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diffusers
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