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import gradio as gr |
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from huggingface_hub import InferenceClient |
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client = InferenceClient("HuggingFaceH4/zephyr-7b-beta") |
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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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custom_css = """ |
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/* Add your custom CSS styles here */ |
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body { |
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font-family: Arial, sans-serif; |
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background-color: white; |
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} |
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.gradio-container { |
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border: linear-gradient(90deg, rgba(0,0,0,1) 1%, rgba(15,6,83,1) 53%, rgba(22,9,121,1) 100%, rgba(0,212,255,1) 100%); |
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border-radius: 10px; |
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padding: 20px; |
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background-color: #ffffff; |
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box-shadow:0 0 12px 12px solid black; |
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} |
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.gradio-input { |
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border-radius: 5px; |
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border: 1px solid #ddd; |
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padding: 10px; |
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} |
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.gradio-button { |
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background-color: #4CAF50; |
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color: white; |
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border: none; |
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border-radius: 5px; |
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padding: 10px 20px; |
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} |
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.gradio-output { |
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border: 1px solid #ddd; |
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padding: 10px; |
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border-radius: 5px; |
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box-shadow:0 0 12px 12px solid grey; |
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} |
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<script> |
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window.onload = function() { |
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setTimeout(function() { |
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let inputField = document.querySelector("textarea"); |
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if (inputField) { |
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inputField.blur(); // Removes focus from the input field |
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} |
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}, 100); |
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}; |
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</script> |
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""" |
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demo = gr.ChatInterface( |
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fn=respond, |
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additional_inputs=[ |
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gr.Textbox(value="You are a Chatbot.Your name is Evy.Your are Developed By Joe.", label="System message"), |
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gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"), |
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gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"), |
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gr.Slider( |
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minimum=0.1, |
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maximum=1.0, |
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value=0.95, |
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step=0.05, |
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label="Top-p (nucleus sampling)", |
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), |
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], |
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css=custom_css, |
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autofocus=False |
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) |
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if __name__ == "__main__": |
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demo.launch() |