| 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 |
|
|
| |
| custom_css = """ |
| /* Add your custom CSS styles here */ |
| body { |
| font-family: Arial, sans-serif; |
| background-color: white; |
| } |
| .gradio-container { |
| 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%); |
| border-radius: 10px; |
| padding: 20px; |
| background-color: #ffffff; |
| box-shadow:0 0 12px 12px solid black; |
| } |
| .gradio-input { |
| border-radius: 5px; |
| border: 1px solid #ddd; |
| padding: 10px; |
| } |
| .gradio-button { |
| background-color: #4CAF50; |
| color: white; |
| border: none; |
| border-radius: 5px; |
| padding: 10px 20px; |
| } |
| .gradio-output { |
| border: 1px solid #ddd; |
| padding: 10px; |
| border-radius: 5px; |
| box-shadow:0 0 12px 12px solid grey; |
| } |
| <script> |
| window.onload = function() { |
| setTimeout(function() { |
| let inputField = document.querySelector("textarea"); |
| if (inputField) { |
| inputField.blur(); // Removes focus from the input field |
| } |
| }, 100); |
| }; |
| </script> |
| """ |
|
|
| |
| demo = gr.ChatInterface( |
| fn=respond, |
| additional_inputs=[ |
| gr.Textbox(value="You are a Chatbot.Your name is Evy.Your are Developed By Joe.", 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=custom_css, |
| autofocus=False |
| ) |
|
|
| if __name__ == "__main__": |
| demo.launch() |