DEV BLOG

๋กœ์ปฌ LLM ์„ธํŒ…

LM studio + VS Code + Continue.dev ์กฐํ•ฉ์œผ๋กœ ๊ฐœ๋ฐœ ์ „์šฉ AI๋ฅผ ๊ตฌ์„ฑํ•˜๊ณ ์ž ํ•œ๋‹ค.

1. LM studio ์„ค์น˜ ๋ฐ ๋ชจ๋ธ ๋ฐ›๊ธฐ

LM studio ๊ณต์‹ ํ™ˆํŽ˜์ด์ง€์—์„œ ์‚ฌ์šฉํ•  ํ™˜๊ฒฝ์— ๋งž์ถ”์–ด์„œ ์„ค์น˜๋ฅผ ์ง„ํ–‰

์„ค์น˜๊ฐ€ ์™„๋ฃŒ๋˜๋ฉด GUI๋ฅผ ์ด์šฉํ•ด์„œ ์›ํ•˜๋Š” ๋ชจ๋ธ์„ ์ถ”๊ฐ€ํ• ์ˆ˜ ์žˆ๋‹ค. ์ด๋ฒˆ์—๋Š” gemma-4-e4b๋ผ๋Š” ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•˜๊ณ ์ž ํ•œ๋‹ค.

2. VS Code์— Continue ํ™•์žฅ ํ”„๋กœ๊ทธ๋žจ ์„ค์น˜ ๋ฐ ์—ฐ๊ฒฐ

์ด์ œ ์—๋””ํ„ฐ์™€ AI๋ฅผ ์—ฐ๊ฒฐํ•ด๋ณด์ž

VS code์˜ Extensions์—์„œ Continue์„ ์„ค์น˜ Continue์„ ์„ค์น˜๋˜๋ฉด VSC์˜ ์ขŒ์ธก์— Continue ์•„์ด์ฝ˜์ด ๋‚˜ํƒ€๋‚œ๊ฒƒ์„ ํ™•์ธ ๊ฐ€๋Šฅํ•˜๋‹ค.

Continueํƒญ์—์„œ models -> ์šฐ์ธก + ์•„์ด์ฝ˜ ์œผ๋กœ ์ง„์ž…ํ•œ ์ดํ›„, LM studio ์„ ํƒํ›„ model์— autodetect๋ฅผ ํ•˜์—ฌ ์—ฐ๊ฒฐ์ด ๊ฐ€๋Šฅํ•˜๋‹ค.

๋˜ํ•œ ๊ธฐ๋ณธ ์„ธํŒ…์œผ๋กœ๋Š” ์ž๋™์™„์„ฑ์ด ์ ์šฉ๋˜์ง€ ์•Š๊ธฐ๋•Œ๋ฌธ์— config.yaml์„ ์ˆ˜์ •ํ•ด ์ž๋™์™„์„ฑ์„ ์ถ”๊ฐ€ ํ•˜์˜€๋‹ค. ์•„๋ž˜๋Š” ์‹ค์ œ ์‚ฌ์šฉํ•œ ๋‚ด์šฉ์ด๋‹ค.

name: Local Config
version: 1.0.0
schema: v1

models:
  - name: gemma
    provider: lmstudio
    model: google/gemma-4-e4b
    apiBase: http://localhost:1234/v1/
    capabilities:
      - tool_use

  - name: gemma
    provider: lmstudio
    roles:
      - autocomplete
    model: google/gemma-4-e4b
    apiBase: http://localhost:1234/v1/

config.yaml์„ ๋ณด๋ฉด ์ž๋™์™„์„ฑ๊ณผ tool-use๋ฅผ ๋‹ค๋ฅธ ๋ชจ๋ธ์— ํ• ๋‹นํ•œ๊ฒƒ์„ ๋ณผ์ˆ˜ ์žˆ๋Š”๋ฐ, autocomplete์— ๋” ๋‚ฎ์€ ์‚ฌ์–‘์˜ ๋ชจ๋ธ์„ ๋„ฃ์–ด๋„ autocomplete์˜ ๊ธฐ๋Šฅ์„ ์ˆ˜ํ–‰ํ•˜๋Š”๊ฒƒ์—๋Š” ๋ฌด๋ฆฌ๊ฐ€ ์—†๊ธฐ๋•Œ๋ฌธ์— vram์— ๋”ฐ๋ผ์„œ ์กฐ์ ˆํ•ด๋„ ๋ฌด๋ฐฉํ•˜๋‹ค.