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app.py
CHANGED
@@ -2,28 +2,27 @@ import gradio as gr
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from transformers import pipeline
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from huggingface_hub import InferenceClient
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# ๊ฐ์ ๋ถ์ ๋ชจ๋ธ ๋ก๋
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sentiment_pipeline = pipeline("sentiment-analysis", model="beomi/KcELECTRA-base")
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# ์์ฑ ๋ชจ๋ธ (Zephyr)
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client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
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# ๊ฐ์ ๋ถ์ + ์ฌ์์ฑ ํจ์
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def rewrite_if_negative(
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message,
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history: list[tuple[str, str]],
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system_message,
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-
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temperature,
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top_p,
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):
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#๊ฐ์ ๋ถ์
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result = sentiment_pipeline(
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label = result['label']
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score = result['score']
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-
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messages = [{"role": "system", "content": system_message}]
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for val in history:
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if val[0]:
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@@ -31,7 +30,7 @@ def rewrite_if_negative(
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if val[1]:
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messages.append({"role": "assistant", "content": val[1]})
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if label == "LABEL_1" and score > 0.8:
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messages.append({"role": "user", "content": f"๋ค์ ๋ฌธ์ฅ์ ๊ณต๊ฐ ๊ฐ๋ ๋ง๋ก ๋ฐ๊ฟ์ค: {message}"})
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response = ""
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@@ -48,8 +47,7 @@ def rewrite_if_negative(
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else:
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yield "ํํ์ด ๊ด์ฐฎ."
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-
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-
# Gradio ์ธํฐํ์ด์ค ๊ตฌ์ฑ
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demo = gr.ChatInterface(
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fn=rewrite_if_negative,
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additional_inputs=[
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from transformers import pipeline
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from huggingface_hub import InferenceClient
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+
# ๊ฐ์ ๋ถ์ ๋ชจ๋ธ ๋ก๋
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sentiment_pipeline = pipeline("sentiment-analysis", model="beomi/KcELECTRA-base")
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+
# ์์ฑ ๋ชจ๋ธ (Zephyr)
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client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
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+
# ๊ฐ์ ๋ถ์ + ์ฌ์์ฑ ํจ์
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def rewrite_if_negative(
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message,
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history: list[tuple[str, str]],
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system_message,
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temperature,
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top_p,
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):
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#๊ฐ์ ๋ถ์
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result = sentiment_pipeline(message)[0]
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label = result['label']
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score = result['score']
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+
#๋ฉ์์ง ์ด๊ธฐํ
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messages = [{"role": "system", "content": system_message}]
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for val in history:
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if val[0]:
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if val[1]:
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messages.append({"role": "assistant", "content": val[1]})
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#๋ฌธ์ฅ ์ฌ์์ฑ ์ฌ๋ถ ํ๋จ
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if label == "LABEL_1" and score > 0.8:
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messages.append({"role": "user", "content": f"๋ค์ ๋ฌธ์ฅ์ ๊ณต๊ฐ ๊ฐ๋ ๋ง๋ก ๋ฐ๊ฟ์ค: {message}"})
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response = ""
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else:
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yield "ํํ์ด ๊ด์ฐฎ."
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+
# Gradio ์ธํฐํ์ด์ค ๊ตฌ์ฑ
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demo = gr.ChatInterface(
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fn=rewrite_if_negative,
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additional_inputs=[
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