{"repo":"yash-srivastava19/arrakis","free":true,"listed":false,"github":"https://github.com/yash-srivastava19/arrakis","clone":"git clone https://github.com/yash-srivastava19/arrakis.git","description":"Arrakis is a library to conduct, track and visualize mechanistic interpretability experiments.","language":"Jupyter Notebook","stars":31,"topics":["anthropic","explainable-ai","garcon","mechanistic-interpretability","transformer","transformerlens","interpretability","pypi","python","research-tooling"],"license":null,"category":"mcp-servers","readme_excerpt":"Arrakis Arrakis is a toolkit for mechanistic interpretability experiments on transformer models. What it is Arrakis helps researchers inspect model weights and activations, run interpretability experiments, track experiment versions, and visualize results. It is designed as a more complete research workflow than a thin activation-inspection wrapper. Why it matters Mechanistic interpretability work gets messy quickly. You are often probing many moving parts at once, comparing variants, and trying to keep experiments reproducible. Arrakis exists to make that workflow more modular, trackable, and easier to extend. Current status Active research toolkit. Already useful for running and organizing experiments, with more features being added based on practical use and feedback. I made Arrakis to better understand transformer-based models and to build a library that supports more than raw activation access. Think of Arrakis as a complete suite for conducting mechanistic interpretability experiments, combining ideas from tools like Transformer Lens and Garcon. Tools and Decomposibility Regardless of what research project you are working on, if you are not keeping track of things, it gets messy really easily. In a field like MI, where you are constantly looking at all different weights and biases, and there are a lot of moving parts - it gets overwhelming fairly easily. I've experienced this personally, and being someone who is obsessed with reducing experimentation time and getting re","default_branch":null,"files":null,"tree":[],"storefront":"/r/yash-srivastava19","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/yash-srivastava19/arrakis/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}