access ernie4.5 through qianfan sdk
Browse filesSigned-off-by: Zhang Jun <[email protected]>
- README.md +2 -2
- app.py +31 -26
- requirements.txt +2 -1
README.md
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---
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title:
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emoji: 💬
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colorFrom: yellow
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colorTo: purple
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@@ -8,7 +8,7 @@ sdk_version: 5.0.1
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app_file: app.py
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pinned: false
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license: apache-2.0
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short_description:
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---
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An example chatbot using [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).
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---
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title: ERNIE 4.5
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emoji: 💬
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colorFrom: yellow
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colorTo: purple
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app_file: app.py
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pinned: false
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license: apache-2.0
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short_description: ERNIE 4.5 (BAIDU's LLM), https://yiyan.baidu.com/
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---
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An example chatbot using [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).
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app.py
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import gradio as gr
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from
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def respond(
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messages.append({"role": "user", "content": message})
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response =
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for message in client.chat_completion(
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messages,
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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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token = message.choices[0].delta.content
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response += token
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yield response
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"""
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For information on how to customize the ChatInterface, peruse the gradio docs: https://www.gradio.app/docs/chatinterface
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"""
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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=
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gr.Slider(minimum=0.1, maximum=
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gr.Slider(
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minimum=0.1,
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maximum=1.0,
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value=0.
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step=0.05,
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label="Top-p (nucleus sampling)",
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),
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],
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)
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if __name__ == "__main__":
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demo.launch()
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import os
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import gradio as gr
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from openai import OpenAI
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title = "ERNIE 4.5 : BAIDU's LLM"
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description = '''
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- Official Website: <https://yiyan.baidu.com/> (UI in Chinese)
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- Twitter post: [We've just unveiled ERNIE 4.5 & X1! 🚀](https://x.com/Baidu_Inc/status/1901089355890036897)
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- API services: [Qianfan Large Model Platform](https://cloud.baidu.com/product-s/qianfan_home) (cloud platform providing LLM services, UI in Chinese)
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'''
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qianfan_api_key = os.getenv("QIANFAN_TOKEN")
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qianfan_model = "ernie-4.5-8k-preview"
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client = OpenAI(
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base_url='https://qianfan.baidubce.com/v2',
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api_key=qianfan_api_key
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)
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def respond(
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messages.append({"role": "user", "content": message})
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response = client.chat.completions.create(
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model=qianfan_model,
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messages=messages,
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max_completion_tokens = max_tokens,
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temperature = temperature,
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top_p = top_p
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)
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return response.choices[0].message.content
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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=2, maximum=2048, value=512, step=1, label="Max new tokens"),
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gr.Slider(minimum=0.1, maximum=1.0, value=0.95, step=0.05, label="Temperature"),
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gr.Slider(
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minimum=0.1,
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maximum=1.0,
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value=0.7,
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step=0.05,
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label="Top-p (nucleus sampling)",
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),
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],
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title = title,
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description = description,
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)
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if __name__ == "__main__":
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demo.launch()
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requirements.txt
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openai
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huggingface_hub
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