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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="π Fancy AI Chatbot π", | |
description="Interact with the AI chatbot using customizable settings below." | |
) | |
if __name__ == "__main__": | |
demo.launch() | |