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[PAPER] Improving Language Understanding by Generative Pre-Training #2

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Taekyoon opened this issue Aug 22, 2020 · 0 comments
Open

[PAPER] Improving Language Understanding by Generative Pre-Training #2

Taekyoon opened this issue Aug 22, 2020 · 0 comments

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@Taekyoon
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Taekyoon commented Aug 22, 2020 •
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๐Ÿ“ Introduction

Mini Korean version of GPT (Improving Language Understanding by Generative Pre-Training)

Why?

  • ๋ˆ„๊ตฌ๋‚˜ ์‰ฝ๊ฒŒ ์ ‘๊ทผํ•  ์ˆ˜ ์žˆ๋Š” GPT Pretraining ๋ชจ๋ธ ๊ฐœ๋ฐœ
  • ํ•œ๊ตญ์–ด GPT์— ๋Œ€ํ•œ ๊ฐ„๋‹จํ•œ ํ™œ์šฉ ์‹ค์Šต ๋ฐ ์ดํ•ด
  • Semi-Pretrained Model๋กœ ์‚ฌ์šฉํ•˜๊ธฐ ์‰ฌ์šด ํˆด๋กœ ์ €๋น„์šฉ ๊ณ ํšจ์œจ์„ ๋ณด์ผ ์ˆ˜ ์žˆ๋Š” ๋ชจ๋ธ ๋ณด์ด๊ธฐ

Issue card & Schedule

  1. ๊ตฌํ˜„๋œ minGPT ๋ชจ๋ธ pytorch lightening์— ์ ์šฉ - 8์›” 3์ฃผ์ฐจ ๊นŒ์ง€
  2. Configs๋ฅผ hydra๋กœ ์ ์šฉ - 8์›” 4์ฃผ์ฐจ ๊นŒ์ง€
  3. ํ•™์Šต ๋ฐ์ดํ„ฐ์…‹ ๋กœ๋” ๊ตฌํ˜„ - 8์›” 4์ฃผ์ฐจ ๊นŒ์ง€
  4. Pretraining ํ•™์Šต ํ…Œ์ŠคํŠธ ์ ์šฉ - 9์›” 2์ฃผ์ฐจ ๊นŒ์ง€
  5. ๋ชจ๋ธ ๋ฐ๋ชจ ์ ์šฉ - 9์›” 4์ฃผ์ฐจ ๊นŒ์ง€

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