Vedang Lad's Projects
Numerical Analysis class at MIT taught my David Sanders. Created many differential solvers using Julia
Pytorch VQA : Visual Question Answering (https://arxiv.org/pdf/1505.00468.pdf)
README and scripts for the Cityscapes Dataset
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
Notebooks demonstrating example applications of the cleanlab library
I took a Cosmic Muon detector on 4 flights and measured how the rate of cosmic muons changes with time
We trap a glass bead using an optical trap (infrared laser) and measure its spring constant
Relativistic Dynamics Experiment
Universal and Transferable Attacks on Aligned Language Models
Simple starter code for experiments on open-source LLMs. Built for my SPAR project participants.
Code for scraping (and a mirror of) the Math Genealogy Database, then converting it to a dataset
Codebase the paper "The Remarkable Robustness of LLMs: Stages of Inference?"
Sparse autoencoders
Code for Arxiv Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle
Config files for my GitHub profile.
Vedang's new personal website
Vedang's Website!
Invert an LLM! Given an output, can use use model gradients to find the inputs that elicit this output