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gouravgujariya
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1e7d879
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Parent(s):
b362fc8
Create app.py
Browse filesthe main code based on llm
app.py
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import gradio as gr
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from transformers import pipeline
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# Load the text generation model
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pipe = pipeline("text-generation", model="microsoft/Phi-3.5-mini-instruct", trust_remote_code=True)
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# Define a function for emoji guessing game
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def emoji_game(user_guess):
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# Messages to send to the model
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messages = [
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{"role": "user", "content": f"Guess the word or phrase represented by these emojis: ππ©βπΎπͺπͺ."},
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{"role": "user", "content": user_guess},
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]
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# Generate response from the model
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response = pipe(messages)
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# Process the response (for simplicity, let's just return the generated text)
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return response[0]['generated_text']
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# Create a Gradio interface
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interface = gr.Interface(
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fn=emoji_game, # Function to call when user submits input
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inputs="text", # Input widget (user types their guess)
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outputs="text", # Output widget (display model response)
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title="Guess the Word from Emojis",
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description="Try to guess the word or phrase represented by the emojis. Example: ππ§β‘ = Harry Potter."
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)
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# Launch the interface
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interface.launch()
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