Stars
Open sourced predictions, execution logs, trajectories, and results from model inference + evaluation runs on the SWE-bench task.
A nanoGPT pipeline packed in a spreadsheet
Refine high-quality datasets and visual AI models
This repository contains my code to find the gender direction in a language model like gpt2-xl.
ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.
Database with posteriors of interest for Bayesian inference
A reading list for papers on causality for natural language processing (NLP)
Python library which enables complex compositions of language models such as scratchpads, chain of thought, tool use, selection-inference, and more.
Aligning AI With Shared Human Values (ICLR 2021)
BERT-Defense is an adversarial defense tool for low-level attacks on text.
Curated research at the intersection of causal inference and natural language processing.
Python script to download public Tweets from a given Twitter account into a format suitable for AI text generation.
PyTorch code to run synthetic experiments.
OxCSML research group reading groups and meetings at the Department of Statistics, University of Oxford.
Past Exams for UC Berkeley EECS Courses. PR more if you have!
A Repository of various cheetsheets/study sheets for various classes in the UC Berkeley EECS department.
Causal Effect Inference with Deep Latent-Variable Models