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Archive: 2024 March

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Long Review: Apple's MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training
Tutorials

๊ธด ๋ฆฌ๋ทฐ: Apple์˜ MM1: ๋ฉ€ํ‹ฐ๋ชจ๋‹ฌ LLM ์‚ฌ์ „ ํ•™์Šต์˜ ๋ฐฉ๋ฒ•, ๋ถ„์„ ๋ฐ ์ธ์‚ฌ์ดํŠธ

Apple์€ ๋งŽ์ด ์ถœํŒํ•˜์ง€ ์•Š์œผ๋ฏ€๋กœ, MM1 ๋…ผ๋ฌธ์ด ๋ฉ€ํ‹ฐ๋ชจ๋‹ฌ LLM ์‚ฌ์ „ ํ•™์Šต์— ๋Œ€ํ•œ ์™„์ „ํ•œ ์ œ๊ฑฐ ์—ฐ๊ตฌ์™€ ํ•จ๊ป˜ ๋ฐœํ‘œ๋˜์—ˆ์„ ๋•Œ, MLLM์„ ๊ตฌ์ถ•ํ•˜๋Š” ๋ชจ๋“  ์‚ฌ๋žŒ์—๊ฒŒ ์˜ฌํ•ด ๋” ์œ ์šฉํ•œ ๋ฐ์ดํ„ฐ ๋ฆด๋ฆฌ์Šค ์ค‘ ํ•˜๋‚˜์˜€์Šต๋‹ˆ๋‹ค.

3์›” 31, 2024ยท 1 min read
A Quick Review of Apple's SOTA Multimodal LLM: MM1
Tutorials

Apple์˜ SOTA ๋ฉ€ํ‹ฐ๋ชจ๋‹ฌ LLM์˜ ๋น ๋ฅธ ๋ฆฌ๋ทฐ: MM1

MM1์˜ ์ „์ฒด ๋ถ„์„์— ์‹œ๊ฐ„์ด ์—†๋‹ค๋ฉด, ์ด ๋น ๋ฅธ ๋ฆฌ๋ทฐ๋Š” ๋ช‡ ๋ถ„ ์•ˆ์— ํ•ต์‹ฌ์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค: Apple์ด ๊ตฌ์ถ•ํ•œ ๊ฒƒ, ์•„ํ‚คํ…์ฒ˜ ๋ฐ ๋ฐ์ดํ„ฐ์˜ ์ œ๊ฑฐ ์—ฐ๊ตฌ์—์„œ ๋ฐฐ์šด ๊ฒƒ, ๊ทธ๋ฆฌ๊ณ  ์–ด๋–ค ์„ค๊ณ„ ๊ฒฐ์ •์ด

3์›” 24, 2024ยท 1 min read
The Secret That Made Claude 3 Trump GPT-4
Tutorials

Claude 3์ด GPT-4๋ฅผ ๋Šฅ๊ฐ€ํ•˜๊ฒŒ ๋งŒ๋“  ๋น„๊ฒฐ

Claude 3 Opus๊ฐ€ MMLU, GPQA, GSM8K ๋ฐ ๋Œ€๋ถ€๋ถ„์˜ ๊ฒฝ๊ณ„ ํ‰๊ฐ€ ๋ฒค์น˜๋งˆํฌ์—์„œ GPT-4๋ฅผ ๋Šฅ๊ฐ€ํ–ˆ์„ ๋•Œ, ํฅ๋ฏธ๋กœ์šด ์งˆ๋ฌธ์€ Anthropic์ด ๋‹จ์ˆœํžˆ ๋” ํฌ๊ฒŒ ํ™•์žฅํ–ˆ๋Š”์ง€ ์—ฌ๋ถ€๊ฐ€ ์•„๋‹ˆ๋ผ ์–ด๋–ค ํ•™์Šต ์‹œ๊ฐ„ ๋น„๊ฒฐ์ด์—ˆ๋Š”์ง€์˜€์Šต๋‹ˆ๋‹ค.

3์›” 8, 2024ยท 1 min read
Generative AI Models Related to Sora: Normalizing Flows
Tutorials

Sora์™€ ๊ด€๋ จ๋œ ์ƒ์„ฑ AI ๋ชจ๋ธ: ์ •๊ทœํ™” ํ๋ฆ„

๋ชจ๋‘๊ฐ€ ํ™•์‚ฐ์— ๋Œ€ํ•ด ์ด์•ผ๊ธฐํ•˜๊ณ  ์žˆ์ง€๋งŒ, ์‹ค์ œ๋กœ Sora์™€ ํ˜„๋Œ€ ์ƒ์„ฑ ๋น„๋””์˜ค๋ฅผ ๋งŒ๋“  ๊ณ„ํ†ต์„ ์ดํ•ดํ•˜๋ ค๋ฉด, ์ •๊ทœํ™” ํ๋ฆ„์œผ๋กœ ์‹œ๊ฐ„์„ ๋ณด๋‚ด์•ผ ํ•ฉ๋‹ˆ๋‹ค โ€” ์ƒ์„ฑ ๋ชจ๋“œ์˜ ํด๋ž˜์Šค

3์›” 1, 2024ยท 1 min read