Update app.py
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app.py
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import gradio as gr
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from transformers import
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import torch
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import os
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#
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os.makedirs(offload_dir, exist_ok=True)
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# Модель
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model_name = "IlyaGusev/saiga_llama3_8b"
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForCausalLM.from_pretrained(
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model_name,
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torch_dtype=torch.float16,
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device_map="auto",
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low_cpu_mem_usage=True,
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offload_folder=offload_dir
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)
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def chat(message, history):
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ai_reply = response.split("
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history.append((message, ai_reply))
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return history, ""
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# Интерфейс
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with gr.Blocks(title="
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gr.Markdown("#
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chatbot = gr.Chatbot(height=400)
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msg = gr.Textbox(placeholder="Нап
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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:
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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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# Меньшая русская модель (работает на free tier)
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generator = pipeline("text-generation", model="sberbank-ai/rugpt3small_based_on_gpt2")
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def chat(message, history):
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# Промпт для стиля ChatGPT на русском
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prompt = f"Ты полезный ассистент. Отвечай кратко и точно. Вопрос: {message}\nОтвет:"
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response = generator(prompt, max_length=100, num_return_sequences=1, temperature=0.8)[0]['generated_text']
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# Извлекаем ответ
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ai_reply = response.split("Ответ:")[-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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