Update app.py
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app.py
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import gradio as gr
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from
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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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choices = message.choices
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token = ""
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if len(choices) and choices[0].delta.content:
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token = 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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chatbot = gr.ChatInterface(
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respond,
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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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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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with gr.Blocks() as demo:
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with gr.Sidebar():
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gr.LoginButton()
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chatbot.render()
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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 transformers import pipeline
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import torch
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# Загрузка русской модели (Saiga для чата на русском)
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generator = pipeline("text-generation", model="IlyaGusev/saiga_llama3_8b", torch_dtype=torch.float16)
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def chat(message, history):
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# Промпт для стиля ChatGPT
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prompt = f"Ты полезный ассистент на русском языке. Отвечай кратко, точно и дружелюбно. Пользователь: {message}\nАссистент:"
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response = generator(prompt, max_length=200, num_return_sequences=1, temperature=0.7)[0]['generated_text']
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# Извлекаем ответ
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ai_reply = response.split("Ассистент:")[-1].strip()
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history.append((message, ai_reply))
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return history, ""
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# Интерфейс чата
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with gr.Blocks(title="Русский Чат-Бот") as demo:
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gr.Markdown("# Бесплатный ИИ-Чат на русском\nСпрашивай что угодно!")
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chatbot = gr.Chatbot(height=400)
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msg = gr.Textbox(placeholder="Напиши сообщение на русском...")
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clear = gr.Button("Очистить")
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msg.submit(chat, [msg, chatbot], [chatbot, msg])
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clear.click(lambda: None, None, chatbot, queue=False)
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if __name__ == "__main__":
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demo.launch()
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