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Update app.py
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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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client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
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def respond(
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message,
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temperature,
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top_p,
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):
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messages = [{"role": "system", "content": system_message}]
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for
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if
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messages.append({"role": "user", "content":
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if
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messages.append({"role": "assistant", "content":
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messages.append({"role": "user", "content": message})
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response = ""
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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 += token
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yield response
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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="
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gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="
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gr.Slider(minimum=0.1, maximum=
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gr.Slider(
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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 gradio as gr
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from huggingface_hub import InferenceClient
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# Инициализация клиента для модели Aeonium
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client = InferenceClient("aeonium/Aeonium-v1.1-Chat-4B")
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def respond(
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message,
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temperature,
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top_p,
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):
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# Формирование сообщений для чата
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messages = [{"role": "system", "content": system_message}]
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for user_msg, assistant_msg in history:
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if user_msg:
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messages.append({"role": "user", "content": user_msg})
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if assistant_msg:
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messages.append({"role": "assistant", "content": assistant_msg})
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messages.append({"role": "user", "content": message})
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response = ""
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# Генерация ответа с использованием Inference API
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for chunk in client.text_generation(
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prompt=client.tokenizer.apply_chat_template(messages, tokenize=False),
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max_new_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 += chunk.token.text
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yield response
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# Настройка интерфейса Gradio
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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="Ты дружелюбный ассистент, созданный компанией Aeonium.", label="Системное сообщение"),
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gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Максимальное количество новых токенов"),
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gr.Slider(minimum=0.1, maximum=2.0, value=0.7, step=0.1, label="Температура"),
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gr.Slider(minimum=0.1, maximum=1.0, value=0.95, step=0.05, label="Top-p (nucleus sampling)"),
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],
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title="Чат с Aeonium v1.1",
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description="Это чат-интерфейс для модели Aeonium v1.1 Chat 4B. Задавайте вопросы и получайте ответы!",
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examples=[
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"Привет! Как дела?",
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"Расскажи мне о квантовой физике",
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"Какие интересные книги ты можешь порекомендовать?",
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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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