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Update app.py
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app.py
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@@ -3,7 +3,7 @@ import torch
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from diffusers import StableDiffusionPipeline
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import gradio as gr
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#
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model_id = "stabilityai/stable-diffusion-2-1-base"
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pipe = StableDiffusionPipeline.from_pretrained(
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@@ -11,25 +11,23 @@ pipe = StableDiffusionPipeline.from_pretrained(
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torch_dtype=torch.float32
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).to("cpu")
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#
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pipe.enable_attention_slicing()
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pipe.enable_sequential_cpu_offload()
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def generate(prompt):
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# Keep steps and resolution low for faster generation
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image = pipe(
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prompt,
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num_inference_steps=12,
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guidance_scale=7, # balanced CFG
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width=384, #
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height=384
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).images[0]
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return image
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with gr.Blocks(css=".gradio-container {max-width: 800px; margin: auto;}") as demo:
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gr.Markdown("## 🎨 AI Image Generator (CPU
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prompt = gr.Textbox(label="Prompt", placeholder="A
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output = gr.Image(type="pil", label="Generated Image")
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btn = gr.Button("🚀 Generate")
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from diffusers import StableDiffusionPipeline
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import gradio as gr
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# Load a lighter model for CPU
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model_id = "stabilityai/stable-diffusion-2-1-base"
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pipe = StableDiffusionPipeline.from_pretrained(
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torch_dtype=torch.float32
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).to("cpu")
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# CPU-friendly optimization
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pipe.enable_attention_slicing()
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def generate(prompt):
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image = pipe(
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prompt,
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num_inference_steps=12, # keep low for speed
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guidance_scale=7, # balanced CFG
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width=384, # smaller resolution
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height=384
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).images[0]
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return image
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with gr.Blocks(css=".gradio-container {max-width: 800px; margin: auto;}") as demo:
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gr.Markdown("## 🎨 AI Image Generator (CPU)\nType your prompt and generate in ~20s.")
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prompt = gr.Textbox(label="Prompt", placeholder="A futuristic city at night")
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output = gr.Image(type="pil", label="Generated Image")
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btn = gr.Button("🚀 Generate")
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