kf-deberta-base-sts / README.md
deliciouscat's picture
Update README.md
5056214 verified
|
raw
history blame contribute delete
No virus
865 Bytes
metadata
language:
  - ko
license: mit
datasets:
  - klue
  - dkoterwa/kor-sts
tags:
  - sentence-similarity
widget:
  - source_sentence: That is a happy person
    sentences:
      - That is a happy dog
      - That is a very happy person
      - Today is a sunny day
    example_title: Happy

KF-DeBERTa-base-STS

KF-DeBERTa ๋ชจ๋ธ์— ๋Œ€ํ•ด klue-sts ๋ฐ kor-sts ๋ฐ์ดํ„ฐ์…‹์„ ํ•™์Šตํ•œ ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค. Average pooling์„ ๊ธฐ๋ณธ์œผ๋กœ ํ•ฉ๋‹ˆ๋‹ค.

from sentence_transformers import SentenceTransformer

model = SentenceTransformer('deliciouscat/kf-deberta-base-sts')

sentence = ['encoder ๋ชจ๋ธ๋„ ์ƒ์„ฑํ˜• ๋ชจ๋ธ ๋ชป์ง€ ์•Š๊ฒŒ ์ค‘์š”ํ•ด์š”.', 'kf-deberta๋Š” ๊ธˆ์œต ๋„๋ฉ”์ธ์— ๊ตญํ•œ๋˜์–ด ์žˆ์ง€ ์•Š์Šต๋‹ˆ๋‹ค.']
embedding = model.encode(sentence)

โ€ป 24.02.16. ๋ชจ๋ธ ์ˆ˜์ •๋จ: ์ตœ์ดˆ ๋ฐฐํฌํ•œ ๋ชจ๋ธ์€ scaling์— ์น˜๋ช…์ ์ธ ์˜ค๋ฅ˜๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค~๐Ÿ˜