Spaces:
Sleeping
Sleeping
| import gradio as gr | |
| from huggingface_hub import InferenceClient | |
| # Inference client setup | |
| 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 | |
| # Custom CSS for a fancy look | |
| custom_css = """ | |
| #main-container { | |
| background-color: #f0f0f0; | |
| font-family: 'Arial', sans-serif; | |
| } | |
| .gradio-container { | |
| max-width: 700px; | |
| margin: 0 auto; | |
| padding: 20px; | |
| background: white; | |
| box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1); | |
| border-radius: 10px; | |
| } | |
| .gr-button { | |
| background-color: #4CAF50; | |
| color: white; | |
| border: none; | |
| border-radius: 5px; | |
| padding: 10px 20px; | |
| cursor: pointer; | |
| transition: background-color 0.3s ease; | |
| } | |
| .gr-button:hover { | |
| background-color: #45a049; | |
| } | |
| .gr-slider input { | |
| color: #4CAF50; | |
| } | |
| .gr-chat { | |
| font-size: 16px; | |
| } | |
| #title { | |
| text-align: center; | |
| font-size: 2em; | |
| margin-bottom: 20px; | |
| color: #333; | |
| } | |
| """ | |
| # Define the interface | |
| demo = gr.ChatInterface( | |
| respond, | |
| additional_inputs=[ | |
| gr.Textbox(value="You are a friendly Chatbot.", label="System message", interactive=True), | |
| 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=custom_css, | |
| title="🌟 Fancy AI Chatbot 🌟", | |
| description="Interact with the AI chatbot using customizable settings below." | |
| ) | |
| if __name__ == "__main__": | |
| demo.launch() | |