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import gradio as gr
from PIL import Image
from huggingface_hub import hf_hub_url
from transformers import CLIPProcessor, CLIPModel
def generate_image(prompt, model_name):
model = CLIPModel.from_pretrained(model_name)
processor = CLIPProcessor.from_pretrained(model_name)
inputs = processor(text=prompt, return_tensors="pt", padding=True, truncation=True)
outputs = model.generate(**inputs)
save_image(outputs, 'generated_image.png')
return 'generated_image.png'
iface = gr.Interface(
fn=generate_image,
inputs=[gr.inputs.Textbox(label="Enter your prompt"),
gr.inputs.Dropdown(choices=['openai/clip-vit-base-patch32', 'openai/clip-vit-large-patch32'], label="Select a model")],
outputs=gr.outputs.Image(type="pil"),
)
iface.launch()
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