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distilBert-interview-aihub

Text Classification
Transformers
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Korean
distilbert
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Fine-Tuning DistilBert on AI Hub ์ฑ„์šฉ ๋ฉด์ ‘ ์ธํ„ฐ๋ทฐ ๋ฐ์ดํ„ฐ

AI Hub์˜ ์ฑ„์šฉ ๋ฉด์ ‘ ์ธํ„ฐ๋ทฐ ๋ฐ์ดํ„ฐ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ DistilBert ๋ชจ๋ธ์„ Fine Tuning

ํ”„๋กœ์ ํŠธ ๊ฐœ์š”

  • ๋ฐ์ดํ„ฐ์…‹: AI Hub ์ฑ„์šฉ ๋ฉด์ ‘ ์ธํ„ฐ๋ทฐ ๋ฐ์ดํ„ฐ
  • ๋ชจ๋ธ: DistilBert
  • ์ฃผ์š” ๋ชฉํ‘œ: ์ฑ„์šฉ ๋ฉด์ ‘ ์ธํ„ฐ๋ทฐ ์‹œ๋‚˜๋ฆฌ์˜ค์—์„œ์˜ ๋‹ต๋ณ€ ๊ฐ์ • ๋ถ„์„

์‹คํ—˜ ์„ค์ •

  • Learning Rate: 2e-5
  • Epoch ์ˆ˜: 5
  • ํ…Œ์ŠคํŠธ ์ •ํ™•๋„: 92%

Label

  • Negative: Label_0
  • Netural: Label_1
  • Positive: Label_2
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