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app.py
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import gradio as gr
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from huggingface_hub import InferenceClient
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"""
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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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"""
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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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if __name__ == "__main__":
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demo.launch()
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import gradio as gr
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from huggingface_hub import InferenceClient
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from model import *
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"""
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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 evaluate_response(problem):
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# problem=b'what is angle x if angle y is 60 degree and angle z in 60 degree of a traingle'
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problem=problem.decode('utf-8')
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results, answers = [[],[]]
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messages = [{"role": "user", "content": problem }]
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query_prompt = tokenizer.apply_chat_template(messages, tokenize=False)
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raw_output = pipeline(query_prompt, max_new_tokens=2048, do_sample=True, temperature=0.9, return_full_text=False)
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raw_output = raw_output[0]['generated_text']
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# result_output, code_output = process_output(raw_output)
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return raw_output
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def respond(
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message,
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history: list[tuple[str, str]],
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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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# evaluate_response,
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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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# gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, 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=0.95,
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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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demo = gr.Interface(
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fn=evaluate_response,
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inputs=[gr.Textbox(label="Question")],
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outputs=gr.Textbox(label="Answer"),
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title="Question and Answer Interface",
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description="Enter a question."
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)
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if __name__ == "__main__":
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demo.launch()
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