NeuronautLLM

Intro video and demo

https://youtu.be/ojrl6XRTVD0

Running the application

First, run the activation server from Transformer Debugger on localhost:8000.

Secondly, initialize and populate the database via the repo NeuronautLLM-database.

Finally, add the file path to the database file to a .env.local file according to the format shown in .env.example and run the application in dev mode with npm run dev.

API

For the React front-end to retrieve data from the database, a simple HTTP API was implemented in the Next.js project. The API consists of three routes for retrieving neurons, activations and topics, which can be accessed via GET requests to following paths:

GET /neurons/:layer_index/:neuron_index
GET /activations/:layer_index/:neuron_index
GET /topics

The activations API route has two optional query parameters:

• category: string, either top or random (default: 'top')
• limit: integer, between 1 and 50 inclusive (default: 10)