| | import gradio as gr |
| | from huggingface_hub import InferenceClient |
| |
|
| | client = InferenceClient("HuggingFaceH4/zephyr-7b-beta") |
| |
|
| |
|
| | def respond( |
| | message, |
| | history: list[tuple[str, str]], |
| | system_message, |
| | max_tokens, |
| | temperature, |
| | top_p, |
| | ): |
| | messages = [{"role": "system", "content": system_message}] |
| |
|
| | for val in history: |
| | if val[0]: |
| | messages.append({"role": "user", "content": val[0]}) |
| | if val[1]: |
| | messages.append({"role": "assistant", "content": val[1]}) |
| |
|
| | messages.append({"role": "user", "content": message}) |
| |
|
| | response = "" |
| |
|
| | for message in client.chat_completion( |
| | messages, |
| | max_tokens=max_tokens, |
| | stream=True, |
| | temperature=temperature, |
| | top_p=top_p, |
| | ): |
| | token = message.choices[0].delta.content |
| | response += token |
| | yield response |
| |
|
| |
|
| | |
| | css = """ |
| | .gradio-container { |
| | background: rgba(0, 0, 0, 0.9); /* Black background with transparency */ |
| | color: white; |
| | font-family: Arial, sans-serif; |
| | } |
| | |
| | .gradio-input, .gradio-output { |
| | background: rgba(255, 255, 255, 0.1); /* Transparent white background */ |
| | border: 2px solid rgba(255, 255, 255, 0.3); /* Light white border */ |
| | border-radius: 10px; |
| | color: white; |
| | } |
| | |
| | .gradio-input:focus, .gradio-output:focus { |
| | border-color: rgba(255, 255, 255, 0.6); /* Focus effect */ |
| | } |
| | |
| | .gradio-textbox { |
| | color: rgb(255, 255, 255); /* Text color */ |
| | background-color: rgba(0, 0, 0, 0.5); /* Dark background for the textbox */ |
| | } |
| | |
| | .gradio-slider .slider { |
| | background: rgba(255, 255, 255, 0.4); /* Transparent slider background */ |
| | color: rgb(255, 255, 255); /* Slider color */ |
| | } |
| | |
| | .gradio-button { |
| | background-color: rgb(0, 0, 0); /* Black button */ |
| | color: rgb(255, 255, 255); /* White text */ |
| | border-radius: 8px; |
| | } |
| | |
| | .gradio-button:hover { |
| | background-color: rgb(80, 80, 80); /* Darker on hover */ |
| | } |
| | |
| | .gradio-interface { |
| | border: 2px solid rgba(255, 255, 255, 0.3); /* Light border */ |
| | } |
| | |
| | .gradio-header { |
| | color: rgb(255, 255, 255); /* Header text color */ |
| | font-size: 24px; |
| | } |
| | |
| | .gradio-footer { |
| | color: rgba(255, 255, 255, 0.5); /* Footer text color */ |
| | } |
| | |
| | /* Chatbox customization */ |
| | .chatbox .gradio-output { |
| | padding: 10px; |
| | border-radius: 15px; |
| | background: rgba(0, 0, 0, 0.8); /* Dark chat background */ |
| | color: rgba(255, 255, 255, 0.9); /* Light text */ |
| | } |
| | |
| | .chatbox .gradio-input { |
| | padding: 10px; |
| | border-radius: 15px; |
| | background: rgba(255, 255, 255, 0.1); /* Transparent input box */ |
| | color: rgba(255, 255, 255, 0.9); |
| | } |
| | """ |
| |
|
| | demo = gr.ChatInterface( |
| | respond, |
| | additional_inputs=[ |
| | gr.Textbox(value="You are a friendly Chatbot.", label="System message"), |
| | gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"), |
| | gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"), |
| | gr.Slider( |
| | minimum=0.1, |
| | maximum=1.0, |
| | value=0.95, |
| | step=0.05, |
| | label="Top-p (nucleus sampling)", |
| | ), |
| | ], |
| | css=css |
| | ) |
| |
|
| | if __name__ == "__main__": |
| | demo.launch() |