| import gradio as gr |
| from huggingface_hub import InferenceClient |
|
|
| client = InferenceClient("Qwen/Qwen2.5-Coder-32B-Instruct") |
|
|
| 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 |
|
|
| |
| opq = """ |
| .gradio-container h1 { |
| color: #6495ED !important; |
| display: flex; |
| align-items: center; |
| } |
| """ |
|
|
| |
| custom_html = """ |
| <div> |
| <h1> Welcome to Rxple Chat Bot 馃挰</h1> |
| </div> |
| """ |
|
|
| |
| combined_description = """ |
| Ghar ka ai this AI does not store any data you can use as much you want without logging<br> |
| -- Follow us on [Instagram](https://www.instagram.com/khellon_patel_21) -- |
| """ |
|
|
| |
| demo = gr.ChatInterface( |
| respond, |
| title=custom_html, |
| description=combined_description, |
| additional_inputs=[ |
| gr.Textbox(value="You are a friendly Chatbot.", label="System message"), |
| gr.Slider(minimum=1, maximum=2048, value=2048, 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=opq |
| ) |
|
|
| if __name__ == "__main__": |
| demo.launch(share=True) |