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Forget GPT-4o vs. Llama 3

Open Source RouteLLM Shows the Real Battle is in Query Routing.

The LLM landscape is heating up, but the real game-changer isnโ€™t just which model is โ€œbestโ€.

UC Berkeley researchers have unveiled RouteLLM, an open-source framework that cleverly routes your queries to the right model for the job.

This means massive cost savings (think 85%+) without sacrificing the quality you expect. Itโ€™s time to rethink how we deploy LLMs and prioritize intelligent routing.

Dive into the paper, try their demo, and see how open source is leading the way to a more efficient AI future.

 RouteLLM Shows the Real Battle

Translate to Korean

์˜คํ”ˆ ์†Œ์Šค RouteLLM์€ ์‹ค์ œ ์ „ํˆฌ๊ฐ€ ์ฟผ๋ฆฌ ๋ผ์šฐํŒ…์— ์žˆ์Œ์„ ๋ณด์—ฌ์ค๋‹ˆ๋‹ค.

LLM ํ™˜๊ฒฝ์ด ๋œจ๊ฑฐ์›Œ์ง€๊ณ  ์žˆ์ง€๋งŒ ์ง„์ •ํ•œ ํŒ๋„๋ฅผ ๋ฐ”๊พธ๋Š” ๊ฒƒ์€ ์–ด๋–ค ๋ชจ๋ธ์ด โ€œ์ตœ๊ณ โ€์ธ์ง€ ๋ฟ๋งŒ์ด ์•„๋‹™๋‹ˆ๋‹ค.

UC Berkeley ์—ฐ๊ตฌ์›๋“ค์€ ์ฟผ๋ฆฌ๋ฅผ ์ž‘์—…์— ์ ํ•ฉํ•œ ๋ชจ๋ธ๋กœ ๊ต๋ฌ˜ํ•˜๊ฒŒ ๋ผ์šฐํŒ…ํ•˜๋Š” ์˜คํ”ˆ ์†Œ์Šค ํ”„๋ ˆ์ž„์›Œํฌ์ธ RouteLLM์„ ๊ณต๊ฐœํ–ˆ์Šต๋‹ˆ๋‹ค.

์ด๋Š” ๊ธฐ๋Œ€ํ•˜๋Š” ํ’ˆ์งˆ์„ ์ €ํ•˜์‹œํ‚ค์ง€ ์•Š์œผ๋ฉด์„œ ์—„์ฒญ๋‚œ ๋น„์šฉ ์ ˆ๊ฐ(85% ์ด์ƒ)์„ ์˜๋ฏธํ•ฉ๋‹ˆ๋‹ค. ์ด์ œ LLM์„ ๋ฐฐํฌํ•˜๊ณ  ์ง€๋Šฅํ˜• ๋ผ์šฐํŒ…์˜ ์šฐ์„ ์ˆœ์œ„๋ฅผ ์ง€์ •ํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ๋‹ค์‹œ ์ƒ๊ฐํ•ด ๋ณผ ๋•Œ์ž…๋‹ˆ๋‹ค.

๋…ผ๋ฌธ์„ ์ž์„ธํžˆ ์‚ดํŽด๋ณด๊ณ  ๋ฐ๋ชจ๋ฅผ ์‹œ๋„ํ•˜์—ฌ ์˜คํ”ˆ ์†Œ์Šค๊ฐ€ ์–ด๋–ป๊ฒŒ ๋ณด๋‹ค ํšจ์œจ์ ์ธ AI ๋ฏธ๋ž˜๋ฅผ ์„ ๋„ํ•˜๋Š”์ง€ ์•Œ์•„๋ณด์„ธ์š”.

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