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Delete app.py
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app.py
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# Importing the requirements
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# import warnings
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# warnings.filterwarnings("ignore")
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import gradio as gr
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from src.app.response import describe_image
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# Image, text query, and input parameters
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image = gr.Image(type="pil", label="Image")
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question = gr.Textbox(label="Question", placeholder="Enter your question here")
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temperature = gr.Slider(
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minimum=0.01, maximum=1.99, step=0.01, value=0.7, label="Temperature"
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)
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top_p = gr.Slider(minimum=0, maximum=1, step=0.01, value=0.8, label="Top P")
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top_k = gr.Slider(minimum=0, maximum=1000, step=1, value=100, label="Top K")
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max_new_tokens = gr.Slider(minimum=1, maximum=4096, step=1, value=512, label="Max Tokens")
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# Output for the interface
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answer = gr.Textbox(label="Predicted answer", show_label=True, show_copy_button=True)
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# Examples for the interface
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examples = [
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[
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"images/cat.jpg",
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"How many cats are there?",
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0.7,
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0.8,
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100,
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512,
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],
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[
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"images/dog.jpg",
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"¿De qué color es el perro?",
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0.7,
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0.8,
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100,
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512,
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],
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[
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"images/bird.jpg",
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"Que fait l'oiseau ?",
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0.7,
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0.8,
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100,
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512,
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],
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]
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# Title, description, and article for the interface
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title = "Visual Question Answering"
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description = "Gradio Demo for the MiniCPM-V 2.6 Vision Language Understanding and Generation model. This model can answer questions about images in natural language. To use it, upload your image, type a question, select associated parameters, use the default values, click 'Submit', or click one of the examples to load them. You can read more at the links below."
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article = "<p style='text-align: center'><a href='https://github.com/OpenBMB/MiniCPM-V' target='_blank'>Model GitHub Repo</a> | <a href='https://huggingface.co/openbmb/MiniCPM-V-2_6' target='_blank'>Model Page</a></p>"
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# Launch the interface
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interface = gr.Interface(
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fn=describe_image,
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inputs=[image, question, temperature, top_p, top_k, max_new_tokens],
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outputs=answer,
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examples=examples,
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cache_examples=True,
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cache_mode="lazy",
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title=title,
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description=description,
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article=article,
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theme="Glass",
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flagging_mode="never",
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)
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interface.launch(debug=False)
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