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๐Ÿ‡ฐ๐Ÿ‡ท๐ŸŒ๐Ÿ“š korean-webtext-edu

HAERAE-HUB/KOREAN-WEBTEXT๋ฅผ devngho/ko_edu_classifier_v2_nlpai-lab_KoE5 ๋ชจ๋ธ๋กœ ํ‰๊ฐ€ํ•œ ๋ฐ์ดํ„ฐ์…‹

๋ถˆ๋Ÿฌ์˜ค๊ธฐ

from datasets import load_dataset

ds = load_dataset("devngho/korean-webtext-edu", name="scored_over_3", split="train")

์„ฑ๋Šฅ

์˜ˆ์ •

์ปดํ“จํŒ…

Google Cloud TPU, transformers, JAX, tpuswarm

ํ•˜๋“œ์›จ์–ด

TPU v4-8 x 4 instances, ์•ฝ 35๋ถ„ ์†Œ์š”

์ด ์—ฐ๊ตฌ๋Š” Google์˜ TPU Research Cloud (TRC)์˜ Cloud TPU ์ œ๊ณต์œผ๋กœ ์ˆ˜ํ–‰๋˜์—ˆ์Šต๋‹ˆ๋‹ค. โšก

๋ผ์ด์„ ์Šค

์›๋ณธ ๋ฐ์ดํ„ฐ์…‹(HAERAE-HUB/KOREAN-WEBTEXT)์€ ๋ผ์ด์„ ์Šค๊ฐ€ ๊ธฐ์žฌ๋˜์–ด ์žˆ์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์ด ๋ฐ์ดํ„ฐ์…‹์€ MIT ๋ผ์ด์„ ์Šค๋กœ ๋ฐฐํฌ๋˜์ง€๋งŒ, ์›๋ณธ ๋ฐ์ดํ„ฐ์…‹์˜ ์‚ฌ์šฉ ๊ฐ€๋Šฅ ์—ฌ๋ถ€๋ฅผ ์ง์ ‘ ํ™•์ธํ•˜์‹œ๊ณ  ์‚ฌ์šฉํ•˜์‹œ๊ธฐ๋ฅผ ๊ถŒํ•ฉ๋‹ˆ๋‹ค.

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