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AI ์ ๋น
๋ฐ์ดํฐ ๋ถ์ ์ ๋ฌธ ๊ธฐ์
์ธ Linkbricks์ ๋ฐ์ดํฐ์ฌ์ด์ธํฐ์คํธ์ธ ์ง์ค์ฑ(Saxo) ์ด์ฌ๊ฐ
gemma-2-27b-it ๋ฒ ์ด์ค๋ชจ๋ธ์ ์ฌ์ฉํด์ H100-80G 8๊ฐ๋ฅผ ํตํด ์ฝ 20%์ ๋์ ํ๋ผ๋ฏธํฐ๋ฅผ ํ๊ตญ์ด CPT(Continued-Pretraining)->SFT->DPO ํ
ํ๊ธ ์ธ์ด ๋ชจ๋ธ์ธ Saxo/Linkbricks-Horizon-AI-Korean-Advanced-27B์ ์ถ๊ฐ์ ์ธ ํ๊ธ๋ฐ์ดํฐ๋ค์ ํ์ฉํด์ ๋ค์ํ ํ
์คํฌ๋ณ ํ๊ตญ์ด-์ค๊ตญ์ด-์์ด-์ผ๋ณธ์ด ๊ต์ฐจ ํ์ต ๋ฐ์ดํฐ์ ์ํ ๋ฐ
๋
ผ๋ฆฌํ๋จ ๋ฐ์ดํฐ๋ฅผ ํตํ์ฌ ํ์ค์ผ์ ์ธ์ด ๊ต์ฐจ ์ฆ๊ฐ ์ฒ๋ฆฌ์ ๋ณต์กํ ๋
ผ๋ฆฌ ๋ฌธ์ ์ญ์ ๋์ ๊ฐ๋ฅํ๋๋ก ํ๋ จํ ๋ชจ๋ธ์ด๋ค.
-์์ด์ฒ๋ฆฌ ๊ฐํ ๋ฒ์
-ํ ํฌ๋์ด์ ๋ ๋จ์ด ํ์ฅ ์์ด ๋ฒ ์ด์ค ๋ชจ๋ธ ๊ทธ๋๋ก ์ฌ์ฉ
-๊ณ ๊ฐ ๋ฆฌ๋ทฐ๋ ๋ณต์กํ ํ๊ธ ์ถ๋ก ๋ฐ ์์
ํฌ์คํ
๊ณ ์ฐจ์ ๋ถ์ ๋ฐ ์ฝ๋ฉ๊ณผ ์๋ฌธ, ์ํ, ๋
ผ๋ฆฌํ๋จ ๋ฑ์ด ๊ฐํ๋ ๋ชจ๋ธ
-128k-Context Window
Dr. Yunsung Ji (Saxo), a data scientist at Linkbricks, a company specializing in AI and big data analytics, has developed a Korean language model
using the Saxo/Linkbricks-Horizon-AI-Korean-Advanced-27B, a Korean language model that uses the gemma-2-27b-it basemodel to train about 20% of the parameters through 8 H100-80Gs
using Korean CPT (Continued-Pretraining)->SFT->DPO.
It is a model trained to handle cross-lingual augmentation and complex logic problems by utilizing additional Korean data, cross-training data of Korean, Chinese, English, and Japanese by various tasks, and math and logic judgment data.
Translated with DeepL.com (free version)
-Reinforced English Language processing
-Tokenizer uses the base model without word expansion
-Models enhanced with high-dimensional analysis of customer reviews and social posts, as well as coding, writing, math, decision making and complex inference
-128k-Context Window
-Deepspeed Stage=3, use rslora and BAdam Layer Mode
- Downloads last month
- 12
Model tree for Saxo/Linkbricks-Horizon-AI-Korean-Pro-Outside-27B
Base model
google/gemma-2-27b