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Update app.py
#2
by
Muthuraja18
- opened
app.py
CHANGED
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@@ -6,35 +6,33 @@ import torch
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from PIL import Image
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import io
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# Load model on CPU
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@st.cache_resource
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def load_model():
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pipe = StableDiffusionPipeline.from_pretrained(
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"runwayml/stable-diffusion-v1-5",
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torch_dtype=torch.float32
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)
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#
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st.title("
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st.markdown("
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"A multi-dimensional alien city with glowing fractals, floating geometry, cosmic lighting, 8K resolution")
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guidance = st.slider("Creativity (Guidance Scale)", 1.0, 20.0,
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# Generate button
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if st.button("Generate Image"):
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with st.spinner("Generating image
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pipe = load_model()
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image = pipe(prompt, guidance_scale=guidance).images[0]
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st.image(image, caption="Generated Image", use_column_width=True)
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# Save for download
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buf = io.BytesIO()
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image.save(buf, format="PNG")
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st.download_button("Download Image", byte_im, "generated.png", "image/png")
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from PIL import Image
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import io
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# Load model on CPU only
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@st.cache_resource
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def load_model():
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pipe = StableDiffusionPipeline.from_pretrained(
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"runwayml/stable-diffusion-v1-5",
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torch_dtype=torch.float32, # CPU needs float32
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use_auth_token=True # If needed for private models
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)
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pipe.to("cpu") # Ensure it's forced to CPU
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return pipe
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# UI
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st.title("π¨ AI Image Generator (CPU Compatible)")
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st.markdown("No GPU? No problem. This app runs Stable Diffusion entirely on your CPU.")
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prompt = st.text_area("Enter your prompt:",
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"A surreal multi-dimensional alien forest with glowing trees and floating rocks, 8K")
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guidance = st.slider("Creativity (Guidance Scale)", 1.0, 20.0, 7.5)
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if st.button("Generate Image"):
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with st.spinner("Generating image on CPU... this may take 2-5 minutes."):
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pipe = load_model()
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image = pipe(prompt, guidance_scale=guidance).images[0]
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st.image(image, caption="Generated Image", use_column_width=True)
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buf = io.BytesIO()
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image.save(buf, format="PNG")
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st.download_button("Download Image", buf.getvalue(), "generated.png", "image/png")
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