Fine Tuned E5 Small Drugproduct
91
8
1 language
license:mit
by
Yoonyoul
Embedding Model
OTHER
New
91 downloads
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Quick Summary
๐งฌ Fine-tuned E5-small for Korean Drug Product Semantic Embedding ๐ Model Overview ์ด ๋ชจ๋ธ์ intfloat/multilingual-e5-small ๊ธฐ๋ฐ์ผ๋ก, ์์ฝํ ์์ฝยท์์ธ ๋ฐ์ดํฐ(`drugsummary`, `dr...
Code Examples
๐ง Use Case Examplepython
from sentence_transformers import SentenceTransformer, util
model = SentenceTransformer("Yoonyoul/fine-tuned-e5-small-drugproduct")
query = "์ด์ ๋ด๋ฆฌ๋ ์ฝ์?"
docs = [
"ํ์ฝ์์ด๋ด๋ณต์ก์ ํด์ด์งํต์ ์
๋๋ค.",
"๋ง์ด์๋ถํจ์ ์ ํญ๊ฒฐํต์ ์
๋๋ค.",
"์ง๋ฅดํ
์ ์ ํญํ์คํ๋ฏผ์ ์
๋๋ค."
]
emb_q = model.encode(query, convert_to_tensor=True)
emb_d = model.encode(docs, convert_to_tensor=True)
scores = util.cos_sim(emb_q, emb_d)[0]
for doc, score in zip(docs, scores):
print(f"{doc} โ ์ ์ฌ๋: {score.item():.4f}")Deploy This Model
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