๋ชฉ๋ก2024/04/23 (1)

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LLaMA: Open and Efficient Foundation Language Models๋ฅผ ์•Œ์•„๋ณด์ž - 2ํŽธ, Approch

์ด์ „ ๊ธ€์— ์ด์–ด Approch์— ๋Œ€ํ•œ ๋‚ด์šฉ์ด๋‹ค. ์ด์ „๊ธ€๊ณผ ๋‹ค๋ฅด๊ฒŒ ์ง€๊ธˆ๋ถ€ํ„ฐ๋Š” ํ•ต์‹ฌ๋งŒ ์š”์•ฝํ•œ๋‹ค. LLaMA-1์˜ Pre-training, Architecture, Optimizer, Efficient implementation์„ ์ •๋ฆฌํ•œ๋‹ค. LLM ๋ชจ๋ธ์—์„œ ์–ด๋–ค์‹์œผ๋กœ ๋ฐ์ดํ„ฐ์…‹์„ ๊ตฌ์ถ•ํ•˜๊ณ , ์–ผ๋งŒํผ์˜ ์ž์›์„ ์‚ฌ์šฉํ•˜๋Š”์ง€, ์–ด๋–ค์‹์œผ๋กœ ํ•™์Šตํ•˜๋Š”์ง€๋ฅผ ํŒŒ์•…ํ•  ์ˆ˜ ์žˆ๋Š” ์„น์…˜์ด๋‹ค. ํ•ด๋‹น ์„น์…˜์„ ๋ฆฌ๋ทฐํ•˜๋ฉด์„œ ๋Œ€๊ฐ• LLM์˜ ์ „๋ฐ˜์ ์ธ ์ ‘๊ทผ๋ฐฉ์‹์„ ํŒŒ์•…ํ•  ์ˆ˜ ์žˆ์—ˆ๋‹ค. LLaMA: Open and Efficient Foundation Language Models๋ฅผ ์•Œ์•„๋ณด์ž - 1ํŽธ, Introduction ํ•ด๋‹น ๋…ผ๋ฌธ์„ ๋ณด๋ฉด์„œ LLM ์—ฐ๊ตฌ์˜ ํฐ ํ๋ฆ„์„ ๋Œ€๊ฐ•์ด๋ผ๋„ ํŒŒ์•…ํ•  ์ˆ˜ ์žˆ์—ˆ๋‹ค. ์ตœ๊ทผ์— LLaMA2์— ๋น„ํ•ด ๋น„์•ฝ์ ์œผ๋กœ ์„ฑ๋Šฅ์„ ํ–ฅ์ƒ์‹œํ‚จ (L..

LLM 2024. 4. 23. 17:21