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update 3 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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#
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def
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message,
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temperature,
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top_p,
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):
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# Prepare the messages for the model
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messages = [{"role": "system", "content": system_message}]
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messages.append({"role": "user", "content": val[0]})
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if val[1]:
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messages.append({"role": "assistant", "content": val[1]})
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response = ""
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# Generate the response from the model
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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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# Create a Gradio ChatInterface
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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=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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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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# Загрузка модели
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model = pipeline("conversational", model="LLM360/K2-Chat")
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def chat(message, history):
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history.append((message, ""))
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response = model(history)
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history[-1] = (message, response[0]['generated_text'])
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return history, ""
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# Создание интерфейса
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iface = gr.ChatInterface(chat)
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# Запуск интерфейса
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iface.launch()
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