neuronpedia

(โ˜… 1,114)

open source interpretability platform ๐Ÿง 

  • .aider.conf.yml
  • .env.inference.deepseek-r1-distill-llama-8b.llamascope-slimpj-res-32k
  • .env.inference.gemma-2-2b-it.gemmascope-res-16k
  • .env.inference.gpt2-small.res-jb
  • .gitignore
  • AGENTS.md
  • architecture.key
  • architecture.png
  • CLAUDE.md
  • CODE_OF_CONDUCT.md
  • CONTRIBUTING.md
  • LICENSE
  • LICENSE-MIT
  • Makefile
  • NOTICE
  • np_model_to_hf.json
  • README.md
  • SECURITY.md
  • vercel.json

๐Ÿš€ ์„ค์น˜ ๊ฐ€์ด๋“œ

1. ์ฝ”๋“œ ๋‚ด๋ ค๋ฐ›๊ธฐ
git clone https://github.com/hijohnnylin/neuronpedia

๊นƒํ—ˆ๋ธŒ์—์„œ ํ”„๋กœ์ ํŠธ ์ฝ”๋“œ ์ „์ฒด๋ฅผ ๋‚ด ์ปดํ“จํ„ฐ๋กœ ๋‚ด๋ ค๋ฐ›์Šต๋‹ˆ๋‹ค.

cd neuronpedia

๋ฐฉ๊ธˆ ๋‚ด๋ ค๋ฐ›์€ ํ”„๋กœ์ ํŠธ ํด๋” ์•ˆ์œผ๋กœ ์ด๋™ํ•ฉ๋‹ˆ๋‹ค.

2. ๊ณต์‹ ์„ค์น˜ ์Šคํฌ๋ฆฝํŠธ

์‰ฌ์›€ ์ถ”์ฒœ
์‚ฌ์ „ ์ค€๋น„๋ฌผ
  • Homebrew macOS/Linux์šฉ ํŒจํ‚ค์ง€ ๋งค๋‹ˆ์ €์ž…๋‹ˆ๋‹ค.
  • APT (Debian/Ubuntu ๊ณ„์—ด) Debian/Ubuntu ๊ณ„์—ด ๋ฆฌ๋ˆ…์Šค์— ๊ธฐ๋ณธ ๋‚ด์žฅ๋œ ํŒจํ‚ค์ง€ ๋งค๋‹ˆ์ €์ž…๋‹ˆ๋‹ค.
brew install postgresql@16 pgvector && brew services start postgresql@16

Homebrew๋กœ ์ด๋ฏธ ๋นŒ๋“œ๋œ ํŒจํ‚ค์ง€๋ฅผ ๋ฐ”๋กœ ์„ค์น˜ํ•ฉ๋‹ˆ๋‹ค. ์†Œ์Šค ๋นŒ๋“œ๊ฐ€ ํ•„์š” ์—†์Šต๋‹ˆ๋‹ค.

sudo apt install postgresql-16 postgresql-16-pgvector && sudo systemctl start postgresql

APT ํŒจํ‚ค์ง€ ์ €์žฅ์†Œ์—์„œ ๋ฐ”๋กœ ์„ค์น˜ํ•ฉ๋‹ˆ๋‹ค (Debian/Ubuntu ๊ณ„์—ด).

โœ… ์„ค์น˜ ํ›„ ์ƒˆ ํ„ฐ๋ฏธ๋„์„ ์—ด๊ณ , ํ”„๋กœ๊ทธ๋žจ์˜ ๋ฒ„์ „ ํ™•์ธ ๋ช…๋ น(์˜ˆ: --version)์œผ๋กœ ์ •์ƒ ์„ค์น˜๋๋Š”์ง€ ํ™•์ธํ•˜์„ธ์š”.

์ด ๋ ˆํฌ์˜ README์— ์ ํžŒ ์‹ค์ œ ๋ช…๋ น์–ด๋ฅผ ๊ทธ๋Œ€๋กœ ๊ฐ€์ ธ์™”์Šต๋‹ˆ๋‹ค.

3. Node.js

์‰ฌ์›€
์‚ฌ์ „ ์ค€๋น„๋ฌผ
  • Git GitHub์—์„œ ํ”„๋กœ์ ํŠธ ์ฝ”๋“œ๋ฅผ ๋‚ด๋ ค๋ฐ›์œผ๋ ค๋ฉด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.
  • Node.js npm ๋ช…๋ น์–ด๋ฅผ ์“ฐ๋ ค๋ฉด Node.js๊ฐ€ ์„ค์น˜๋˜์–ด ์žˆ์–ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. LTS(์žฅ๊ธฐ์ง€์›) ๋ฒ„์ „์„ ์ถ”์ฒœํ•ฉ๋‹ˆ๋‹ค.
cd apps/webapp

์ด ํ”„๋กœ์ ํŠธ์˜ ๊ด€๋ จ ํŒŒ์ผ์ด ํ•˜์œ„ ํด๋” ์•ˆ์— ์žˆ์–ด์„œ, ๋จผ์ € ๊ทธ ํด๋”๋กœ ์ด๋™ํ•ฉ๋‹ˆ๋‹ค.

npm install

package.json์— ๋ช…์‹œ๋œ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋“ค์„ ๋‚ด๋ ค๋ฐ›์•„ ์„ค์น˜ํ•ฉ๋‹ˆ๋‹ค.

npm start

๊ฐœ๋ฐœ/์‹คํ–‰ ์„œ๋ฒ„๋ฅผ ์ผญ๋‹ˆ๋‹ค.

โœ… ๋ช…๋ น์–ด ์‹คํ–‰ ํ›„ ํ„ฐ๋ฏธ๋„์— ๋‚˜ํƒ€๋‚˜๋Š” ์ฃผ์†Œ(๋ณดํ†ต http://localhost:3000 ํ˜•ํƒœ)๋ฅผ ๋ธŒ๋ผ์šฐ์ €์—์„œ ์—ด์–ด๋ณด์„ธ์š”.

4. Python

์‰ฌ์›€
์‚ฌ์ „ ์ค€๋น„๋ฌผ
  • Git GitHub์—์„œ ํ”„๋กœ์ ํŠธ ์ฝ”๋“œ๋ฅผ ๋‚ด๋ ค๋ฐ›์œผ๋ ค๋ฉด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.
  • Python 3 ์„ค์น˜ ์‹œ 'Add Python to PATH' ์˜ต์…˜์„ ๊ผญ ์ฒดํฌํ•˜์„ธ์š” (Windows).
poetry lock && poetry install # install dependencies

pyproject.toml์— ๋ช…์‹œ๋œ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ ์„ค์น˜ํ•ฉ๋‹ˆ๋‹ค.

poetry remove sae-lens # remove production dependency

์ด ๋ช…๋ น์–ด๋ฅผ ํ„ฐ๋ฏธ๋„์— ๊ทธ๋Œ€๋กœ ์ž…๋ ฅํ•ด ์‹คํ–‰ํ•˜์„ธ์š”.

poetry add PATH/TO/CLONED/SAELENS # set local dependency

์ด ๋ช…๋ น์–ด๋ฅผ ํ„ฐ๋ฏธ๋„์— ๊ทธ๋Œ€๋กœ ์ž…๋ ฅํ•ด ์‹คํ–‰ํ•˜์„ธ์š”.

poetry run neuronpedia-runner \

์ด ๋ช…๋ น์–ด๋ฅผ ํ„ฐ๋ฏธ๋„์— ๊ทธ๋Œ€๋กœ ์ž…๋ ฅํ•ด ์‹คํ–‰ํ•˜์„ธ์š”.

โœ… ์—๋Ÿฌ ๋ฉ”์‹œ์ง€ ์—†์ด ์‹คํ–‰๋˜๊ณ  ํ„ฐ๋ฏธ๋„์— ์•ˆ๋‚ด ๋ฌธ๊ตฌ๊ฐ€ ์ถœ๋ ฅ๋˜๋ฉด ์ •์ƒ์ž…๋‹ˆ๋‹ค.

์ด ๋ ˆํฌ์˜ README์— ์ ํžŒ ์‹ค์ œ ๋ช…๋ น์–ด๋ฅผ ๊ทธ๋Œ€๋กœ ๊ฐ€์ ธ์™”์Šต๋‹ˆ๋‹ค.

5. Make

๋ณดํ†ต
์‚ฌ์ „ ์ค€๋น„๋ฌผ
  • Git GitHub์—์„œ ํ”„๋กœ์ ํŠธ ์ฝ”๋“œ๋ฅผ ๋‚ด๋ ค๋ฐ›์œผ๋ ค๋ฉด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.
  • Make Linux/macOS๋Š” ๋ณดํ†ต ๊ธฐ๋ณธ ์„ค์น˜๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค. Windows๋Š” ๋ณ„๋„ ์„ค์น˜(์˜ˆ: MSYS2, WSL)๊ฐ€ ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.
make db-check

์ƒ์„ฑ๋œ ๋นŒ๋“œ ์„ค์ •์„ ๋ฐ”ํƒ•์œผ๋กœ ์‹ค์ œ ์ปดํŒŒ์ผ์„ ์ง„ํ–‰ํ•ด ์‹คํ–‰ ํŒŒ์ผ์„ ๋งŒ๋“ญ๋‹ˆ๋‹ค.

make db-init

์ƒ์„ฑ๋œ ๋นŒ๋“œ ์„ค์ •์„ ๋ฐ”ํƒ•์œผ๋กœ ์‹ค์ œ ์ปดํŒŒ์ผ์„ ์ง„ํ–‰ํ•ด ์‹คํ–‰ ํŒŒ์ผ์„ ๋งŒ๋“ญ๋‹ˆ๋‹ค.

make install-nodejs

์ƒ์„ฑ๋œ ๋นŒ๋“œ ์„ค์ •์„ ๋ฐ”ํƒ•์œผ๋กœ ์‹ค์ œ ์ปดํŒŒ์ผ์„ ์ง„ํ–‰ํ•ด ์‹คํ–‰ ํŒŒ์ผ์„ ๋งŒ๋“ญ๋‹ˆ๋‹ค.

make webapp-install

์ƒ์„ฑ๋œ ๋นŒ๋“œ ์„ค์ •์„ ๋ฐ”ํƒ•์œผ๋กœ ์‹ค์ œ ์ปดํŒŒ์ผ์„ ์ง„ํ–‰ํ•ด ์‹คํ–‰ ํŒŒ์ผ์„ ๋งŒ๋“ญ๋‹ˆ๋‹ค.

make webapp-dev

์ƒ์„ฑ๋œ ๋นŒ๋“œ ์„ค์ •์„ ๋ฐ”ํƒ•์œผ๋กœ ์‹ค์ œ ์ปดํŒŒ์ผ์„ ์ง„ํ–‰ํ•ด ์‹คํ–‰ ํŒŒ์ผ์„ ๋งŒ๋“ญ๋‹ˆ๋‹ค.

โœ… ์—๋Ÿฌ ์—†์ด ๋๋‚˜๋ฉด ์„ฑ๊ณต์ž…๋‹ˆ๋‹ค. ์ƒ์„ฑ๋œ ์‹คํ–‰ ํŒŒ์ผ์„ ์ง์ ‘ ์‹คํ–‰ํ•ด๋ณด์„ธ์š”.

์ด ๋ ˆํฌ์˜ README์— ์ ํžŒ ์‹ค์ œ ๋ช…๋ น์–ด๋ฅผ ๊ทธ๋Œ€๋กœ ๊ฐ€์ ธ์™”์Šต๋‹ˆ๋‹ค.

// repository documentation