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·
de0c472
1
Parent(s):
dad9632
app.py: refactored and fixed warning
Browse files
app.py
CHANGED
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import gradio as gr
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from huggingface_hub import InferenceClient
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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
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"""
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client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
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def respond(
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message,
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history: list[tuple[str, str]],
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system_message,
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temperature,
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top_p,
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):
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for val in history:
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if val[0]:
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-
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if val[1]:
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max_tokens=max_tokens,
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stream=True,
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temperature=temperature,
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top_p=top_p
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token = message.choices[0].delta.content
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response += token
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yield response
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demo = gr.ChatInterface(
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respond,
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additional_inputs=[
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gr.Textbox(value="You are a friendly Chatbot.", label="System message"),
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gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
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if __name__ == "__main__":
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import dotenv
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import gradio as gr
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from huggingface_hub import InferenceClient
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def respond_chat_completion(
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message,
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history: list[tuple[str, str]],
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system_message,
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temperature,
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top_p,
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):
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messages_in = [
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{
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"role": "system",
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"content": system_message
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}
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]
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for val in history:
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if val[0]:
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messages_in.append(
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{
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"role": "user",
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"content": val[0]
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}
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)
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if val[1]:
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messages_in.append(
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{
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"role": "assistant",
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"content": val[1]
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}
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)
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messages_in.append(
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{
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"role": "user",
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"content": message
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}
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)
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dotenv.load_dotenv(dotenv.find_dotenv()) # Load env. variable HF_TOKEN
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client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
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messages_out = client.chat_completion(
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messages_in,
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max_tokens=max_tokens,
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stream=True,
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temperature=temperature,
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top_p=top_p
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)
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response = ""
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for message in messages_out:
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token = message.choices[0].delta.content
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response += token
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yield response
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chatbot = gr.ChatInterface(
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respond_chat_completion,
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type='messages',
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additional_inputs=[
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gr.Textbox(value="You are a friendly Chatbot.", label="System message"),
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gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
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if __name__ == "__main__":
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chatbot.launch()
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