I have this code in my demo chatbot
import gradio as gr
from huggingface_hub import InferenceClient
"""
For more information on `huggingface_hub` Inference API support, please check the docs: https://huggingface.co/docs/huggingface_hub/v0.22.2/en/guides/inference
"""
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
"""
For information on how to customize the ChatInterface, peruse the gradio docs: https://www.gradio.app/docs/chatinterface
"""
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)",
),
],
)
if __name__ == "__main__":
demo.launch(show_error=True)
I am calling this with my offline code:
GNU nano 8.3 test.py
from gradio_client import Client
client = Client("vernalsystems/SYNLIR-Svelhana",
hf_token='hf_ding_dong')
result = client.predict(
message="""
What is the capital of Canada
""",
system_message="You are a friendly Chatbot.",
max_tokens=1024,
temperature=0.7,
top_p=0.95,
api_name="/chat"
)
print(result)
My space is PUBLIC.
I get this error:
Loaded as API: https://vernalsystems-synlir-svelhana.hf.space ✔
Traceback (most recent call last):
File "/home/monsoon/test.py", line 5, in <module>
result = client.predict(
message="""
...<19 lines>...
api_name="/chat"
)
File "/usr/lib/python3.13/site-packages/gradio_client/client.py", line 478, in predict
).result()
~~~~~~^^
File "/usr/lib/python3.13/site-packages/gradio_client/client.py", line 1539, in result
return super().result(timeout=timeout)
~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/lib/python3.13/concurrent/futures/_base.py", line 456, in result
return self.__get_result()
~~~~~~~~~~~~~~~~~^^
File "/usr/lib/python3.13/concurrent/futures/_base.py", line 401, in __get_result
raise self._exception
File "/usr/lib/python3.13/concurrent/futures/thread.py", line 59, in run
result = self.fn(*self.args, **self.kwargs)
File "/usr/lib/python3.13/site-packages/gradio_client/client.py", line 1158, in _inner
predictions = _predict(*data)
File "/usr/lib/python3.13/site-packages/gradio_client/client.py", line 1275, in _predict
raise AppError(
...<2 lines>...
)
gradio_client.exceptions.AppError: The upstream Gradio app has raised an exception: 401 Client Error: Unauthorized for url: https://api-inference.huggingface.co/models/HuggingFaceH4/zephyr-7b-beta/v1/chat/completions (Request ID: Root=1-683c7c60-74ad22f650f55fe8535d95ce;531fd494-5c44-4726-a7c8-cf6b99f8cf26)
Invalid username or password.
What can I do? Please help. Note, token and URL are correct