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import gradio as gr |
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from huggingface_hub import InferenceClient |
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""" |
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For more information on `huggingface_hub` Inference API support, please check the docs: https://huggingface.co/docs/huggingface_hub/v0.22.2/en/guides/inference |
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""" |
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client = InferenceClient("meta-llama/Llama-3.2-3B-Instruct") |
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def respond( |
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message, |
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history: list[tuple[str, str]], |
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system_message, |
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max_tokens, |
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temperature, |
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top_p, |
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): |
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messages = [{"role": "system", "content": system_message}] |
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for val in history: |
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if val[0]: |
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messages.append({"role": "user", "content": val[0]}) |
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if val[1]: |
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messages.append({"role": "assistant", "content": val[1]}) |
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messages.append({"role": "user", "content": message}) |
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response = "" |
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for message in client.chat_completion( |
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messages, |
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max_tokens=max_tokens, |
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stream=True, |
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temperature=temperature, |
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top_p=top_p, |
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): |
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token = message.choices[0].delta.content |
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response += token |
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yield response |
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css = """ |
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body { |
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background-color: #121212; /* Dark background */ |
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color: white; /* Text color for better visibility */ |
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} |
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.gr-button { |
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background-color: white !important; /* White button color */ |
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color: black !important; /* Black text for contrast */ |
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border: none !important; |
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padding: 8px 16px !important; |
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border-radius: 5px !important; |
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} |
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.gr-button:hover { |
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background-color: #e0e0e0 !important; /* Slightly lighter button on hover */ |
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} |
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.gr-slider-container { |
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color: white !important; /* Slider labels in white */ |
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} |
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""" |
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""" |
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For information on how to customize the ChatInterface, peruse the gradio docs: https://www.gradio.app/docs/chatinterface |
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""" |
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demo = gr.ChatInterface( |
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respond, |
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css=css, |
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) |
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if __name__ == "__main__": |
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demo.launch(share=True) |
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