Update app.py
Browse files
app.py
CHANGED
@@ -6,6 +6,16 @@ from retriever.vectordb import search_documents # ๐ง RAG ๊ฒ์๊ธฐ ๋ถ๋ฌ์ค
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model_name = "dasomaru/gemma-3-4bit-it-demo"
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@spaces.GPU(duration=300)
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def generate_response(query):
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# ๐ generate_response ํจ์ ์์์ ๋งค๋ฒ ๋ก๋
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model_name = "dasomaru/gemma-3-4bit-it-demo"
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# ๐ tokenizer๋ CPU์์๋ ๋ฏธ๋ฆฌ ๋ถ๋ฌ์ฌ ์ ์์
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tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True)
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# ๐ model์ CPU๋ก๋ง ๋จผ์ ์ฌ๋ฆผ (GPU ์์ง ์์)
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model = AutoModelForCausalLM.from_pretrained(
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model_name,
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torch_dtype=torch.float16, # 4bit model์ด๋๊น
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trust_remote_code=True,
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)
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@spaces.GPU(duration=300)
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def generate_response(query):
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# ๐ generate_response ํจ์ ์์์ ๋งค๋ฒ ๋ก๋
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