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Create app.py
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app.py
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
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model_id = "ajibawa-2023/Young-Children-Storyteller-Mistral-7B"
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tokenizer = AutoTokenizer.from_pretrained(model_id)
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model = AutoModelForCausalLM.from_pretrained(model_id)
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generator = pipeline("text-generation", model=model, tokenizer=tokenizer)
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def generate_story(character_1, character_2, theme, setting, scenario):
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prompt = (
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f"Characters: {character_1}, {character_2}\n"
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f"Theme: {theme}\n"
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f"Setting: {setting}\n"
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f"Scenario: {scenario}\n"
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f"Write a story suitable for children aged 6 to 12:"
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)
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output = generator(prompt, max_new_tokens=300, temperature=0.8)[0]["generated_text"]
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return output[len(prompt):].strip()
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demo = gr.Interface(
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fn=generate_story,
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inputs=[
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gr.Textbox(label="Character 1"),
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gr.Textbox(label="Character 2"),
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gr.Textbox(label="Theme"),
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gr.Textbox(label="Setting"),
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gr.Textbox(label="Scenario")
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],
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outputs=gr.Textbox(label="📖 Generated Story"),
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title="Genieverse Story Generator",
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description="Enter characters, theme, and scenario to create a children's story!"
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)
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demo.launch(server_name="0.0.0.0", server_port=7860)
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