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Update app.py
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app.py
CHANGED
@@ -1,9 +1,12 @@
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import gradio as gr
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from huggingface_hub import InferenceClient
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import os
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hf_token = os.getenv("HF_TOKEN")
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def get_model_response(client, messages, max_tokens, temperature, top_p):
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try:
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response = client.chat_completion(
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@@ -11,13 +14,22 @@ def get_model_response(client, messages, max_tokens, temperature, top_p):
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max_tokens=max_tokens,
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temperature=temperature,
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top_p=top_p,
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stream=
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)
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-
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except Exception as e:
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-
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def respond(message, history, system_message, max_tokens, temperature, top_p, selected_model):
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try:
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client = InferenceClient(model=selected_model, token=hf_token)
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@@ -25,12 +37,17 @@ def respond(message, history, system_message, max_tokens, temperature, top_p, se
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messages.extend([{"role": "user" if i % 2 == 0 else "assistant", "content": m} for h in history for i, m in enumerate(h) if m])
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messages.append({"role": "user", "content": message})
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response =
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history.append((message, response))
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return "", history
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except Exception as e:
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-
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models = {
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"deepseek-ai/DeepSeek-Coder-V2-Instruct": "DeepSeek-Coder-V2-Instruct",
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@@ -47,6 +64,7 @@ with gr.Blocks() as demo:
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with gr.Row():
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regenerate = gr.Button("🔄 재생성")
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clear = gr.Button("🗑️ 대화 내역 지우기")
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with gr.Accordion("추가 설정", open=True):
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@@ -62,10 +80,11 @@ with gr.Blocks() as demo:
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send.click(respond, inputs=[msg, chatbot, system_message, max_tokens, temperature, top_p, model], outputs=[msg, chatbot])
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msg.submit(respond, inputs=[msg, chatbot, system_message, max_tokens, temperature, top_p, model], outputs=[msg, chatbot])
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regenerate.click(lambda h: respond(h[-1][0] if h else "", h[:-1],
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clear.click(lambda: (None, None), outputs=[msg, chatbot])
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if __name__ == "__main__":
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if not hf_token:
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print("경고: HF_TOKEN 환경 변수가 설정되지 않았습니다. 일부 모델에 접근할 수 없을 수 있습니다.")
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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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import os
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from threading import Event
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hf_token = os.getenv("HF_TOKEN")
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stop_event = Event()
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def get_model_response(client, messages, max_tokens, temperature, top_p):
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try:
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response = client.chat_completion(
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max_tokens=max_tokens,
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temperature=temperature,
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top_p=top_p,
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stream=True
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)
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full_response = ""
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for message in response:
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if stop_event.is_set():
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break
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token = message.choices[0].delta.content if hasattr(message.choices[0], 'delta') else message.choices[0].text
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if token:
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full_response += token
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yield full_response
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stop_event.clear()
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except Exception as e:
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yield f"모델 추론 실패: {str(e)}"
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def respond(message, history, system_message, max_tokens, temperature, top_p, selected_model):
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stop_event.clear()
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try:
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client = InferenceClient(model=selected_model, token=hf_token)
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messages.extend([{"role": "user" if i % 2 == 0 else "assistant", "content": m} for h in history for i, m in enumerate(h) if m])
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messages.append({"role": "user", "content": message})
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response = ""
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for partial_response in get_model_response(client, messages, max_tokens, temperature, top_p):
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response = partial_response
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yield "", history + [(message, response)]
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except Exception as e:
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yield "", history + [(message, f"오류 발생: {str(e)}")]
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def stop_generation():
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stop_event.set()
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return "생성이 중단되었습니다."
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models = {
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"deepseek-ai/DeepSeek-Coder-V2-Instruct": "DeepSeek-Coder-V2-Instruct",
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with gr.Row():
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regenerate = gr.Button("🔄 재생성")
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stop = gr.Button("🛑 생성 중단")
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clear = gr.Button("🗑️ 대화 내역 지우기")
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with gr.Accordion("추가 설정", open=True):
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send.click(respond, inputs=[msg, chatbot, system_message, max_tokens, temperature, top_p, model], outputs=[msg, chatbot])
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msg.submit(respond, inputs=[msg, chatbot, system_message, max_tokens, temperature, top_p, model], outputs=[msg, chatbot])
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regenerate.click(lambda h, s, m, t, p, mod: respond(h[-1][0] if h else "", h[:-1], s, m, t, p, mod), inputs=[chatbot, system_message, max_tokens, temperature, top_p, model], outputs=[msg, chatbot])
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stop.click(stop_generation, inputs=[], outputs=[msg])
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clear.click(lambda: (None, None), outputs=[msg, chatbot])
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if __name__ == "__main__":
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if not hf_token:
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print("경고: HF_TOKEN 환경 변수가 설정되지 않았습니다. 일부 모델에 접근할 수 없을 수 있습니다.")
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demo.launch(share=True)
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